2023-07-27 13:42:44,248 semantic_segmentation INFO: Using 1 GPUs
2023-07-27 13:42:44,248 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=150000, momentum=0.9, no_cuda=False, num_gpus=1, resume=None, save_dir='./log', save_epoch=10, save_per_iters=800, skip_val=False, start_epoch=0, student_backbone='resnet18', student_model='psp', student_pretrained='None', student_pretrained_base='./resnet18-imagenet.pth', teacher_backbone='resnet101', teacher_model='deeplabv3', teacher_pretrained='./deeplabv3_resnet101_citys_best_model.pth', teacher_pretrained_base='None', val_epoch=1, val_per_iters=800, weight_decay=0.0001, workers=8)
2023-07-27 13:42:53,144 semantic_segmentation INFO: Start training, Total Iterations 150000
2023-07-27 13:43:31,108 semantic_segmentation INFO: Iters: 10/150000 || Lr: 0.019999 || Task Loss: 1.5125 || KD Loss: 0.8306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.5234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:00:37 || Estimated Time: 6 days, 9:55:20
2023-07-27 13:44:00,257 semantic_segmentation INFO: Iters: 20/150000 || Lr: 0.019998 || Task Loss: 1.7467 || KD Loss: 1.0256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.5119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:01:07 || Estimated Time: 5 days, 17:38:33
2023-07-27 13:44:29,671 semantic_segmentation INFO: Iters: 30/150000 || Lr: 0.019997 || Task Loss: 1.2745 || KD Loss: 0.7647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4896|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:01:36 || Estimated Time: 5 days, 12:35:18
2023-07-27 13:44:59,292 semantic_segmentation INFO: Iters: 40/150000 || Lr: 0.019995 || Task Loss: 1.0599 || KD Loss: 0.6444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:02:06 || Estimated Time: 5 days, 10:16:40
2023-07-27 13:45:29,127 semantic_segmentation INFO: Iters: 50/150000 || Lr: 0.019994 || Task Loss: 1.5858 || KD Loss: 1.0797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:02:35 || Estimated Time: 5 days, 9:03:49
2023-07-27 13:45:59,125 semantic_segmentation INFO: Iters: 60/150000 || Lr: 0.019993 || Task Loss: 1.1248 || KD Loss: 0.6869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:03:05 || Estimated Time: 5 days, 8:21:43
2023-07-27 13:46:29,435 semantic_segmentation INFO: Iters: 70/150000 || Lr: 0.019992 || Task Loss: 0.8873 || KD Loss: 0.4815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3203|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:03:36 || Estimated Time: 5 days, 8:02:36
2023-07-27 13:47:00,151 semantic_segmentation INFO: Iters: 80/150000 || Lr: 0.019991 || Task Loss: 0.9203 || KD Loss: 0.5295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2910|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:04:07 || Estimated Time: 5 days, 8:00:48
2023-07-27 13:47:31,020 semantic_segmentation INFO: Iters: 90/150000 || Lr: 0.019989 || Task Loss: 0.9668 || KD Loss: 0.5731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:04:37 || Estimated Time: 5 days, 8:03:58
2023-07-27 13:48:02,107 semantic_segmentation INFO: Iters: 100/150000 || Lr: 0.019988 || Task Loss: 0.8540 || KD Loss: 0.5193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:05:08 || Estimated Time: 5 days, 8:11:19
2023-07-27 13:48:33,281 semantic_segmentation INFO: Iters: 110/150000 || Lr: 0.019987 || Task Loss: 0.8114 || KD Loss: 0.5150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:05:40 || Estimated Time: 5 days, 8:19:48
2023-07-27 13:49:04,424 semantic_segmentation INFO: Iters: 120/150000 || Lr: 0.019986 || Task Loss: 1.1263 || KD Loss: 0.6581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2509|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:06:11 || Estimated Time: 5 days, 8:26:29
2023-07-27 13:49:35,486 semantic_segmentation INFO: Iters: 130/150000 || Lr: 0.019985 || Task Loss: 0.7891 || KD Loss: 0.4354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:06:42 || Estimated Time: 5 days, 8:29:22
2023-07-27 13:50:06,353 semantic_segmentation INFO: Iters: 140/150000 || Lr: 0.019983 || Task Loss: 0.7787 || KD Loss: 0.4275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2507|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:07:13 || Estimated Time: 5 days, 8:29:08
2023-07-27 13:50:37,171 semantic_segmentation INFO: Iters: 150/150000 || Lr: 0.019982 || Task Loss: 0.8200 || KD Loss: 0.4484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2549|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:07:44 || Estimated Time: 5 days, 8:28:03
2023-07-27 13:51:08,054 semantic_segmentation INFO: Iters: 160/150000 || Lr: 0.019981 || Task Loss: 0.8369 || KD Loss: 0.4886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2400|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:08:14 || Estimated Time: 5 days, 8:27:41
2023-07-27 13:51:38,769 semantic_segmentation INFO: Iters: 170/150000 || Lr: 0.019980 || Task Loss: 0.5292 || KD Loss: 0.3599|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2306|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:08:45 || Estimated Time: 5 days, 8:25:03
2023-07-27 13:52:09,438 semantic_segmentation INFO: Iters: 180/150000 || Lr: 0.019979 || Task Loss: 0.5539 || KD Loss: 0.3211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2302|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:09:16 || Estimated Time: 5 days, 8:22:07
2023-07-27 13:52:40,069 semantic_segmentation INFO: Iters: 190/150000 || Lr: 0.019977 || Task Loss: 0.7376 || KD Loss: 0.3920|| 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: 0:09:46 || Estimated Time: 5 days, 8:18:49
2023-07-27 13:53:10,710 semantic_segmentation INFO: Iters: 200/150000 || Lr: 0.019976 || Task Loss: 0.5201 || KD Loss: 0.2556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2241|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:10:17 || Estimated Time: 5 days, 8:15:48
2023-07-27 13:53:41,356 semantic_segmentation INFO: Iters: 210/150000 || Lr: 0.019975 || Task Loss: 0.6287 || KD Loss: 0.3623|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:10:48 || Estimated Time: 5 days, 8:13:12
2023-07-27 13:54:11,964 semantic_segmentation INFO: Iters: 220/150000 || Lr: 0.019974 || Task Loss: 1.0266 || KD Loss: 0.5535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2350|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:11:18 || Estimated Time: 5 days, 8:10:19
2023-07-27 13:54:42,584 semantic_segmentation INFO: Iters: 230/150000 || Lr: 0.019973 || Task Loss: 0.8542 || KD Loss: 0.4892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2309|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:11:49 || Estimated Time: 5 days, 8:07:48
2023-07-27 13:55:13,192 semantic_segmentation INFO: Iters: 240/150000 || Lr: 0.019971 || Task Loss: 0.5326 || KD Loss: 0.3317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2322|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:12:20 || Estimated Time: 5 days, 8:05:13
2023-07-27 13:55:43,739 semantic_segmentation INFO: Iters: 250/150000 || Lr: 0.019970 || Task Loss: 0.5199 || KD Loss: 0.2725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:12:50 || Estimated Time: 5 days, 8:02:21
2023-07-27 13:56:14,330 semantic_segmentation INFO: Iters: 260/150000 || Lr: 0.019969 || Task Loss: 0.5910 || KD Loss: 0.2860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:13:21 || Estimated Time: 5 days, 8:00:01
2023-07-27 13:56:44,912 semantic_segmentation INFO: Iters: 270/150000 || Lr: 0.019968 || Task Loss: 0.5526 || KD Loss: 0.2664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2175|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:13:51 || Estimated Time: 5 days, 7:57:41
2023-07-27 13:57:15,532 semantic_segmentation INFO: Iters: 280/150000 || Lr: 0.019967 || Task Loss: 0.5168 || KD Loss: 0.2571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:14:22 || Estimated Time: 5 days, 7:55:55
2023-07-27 13:57:46,094 semantic_segmentation INFO: Iters: 290/150000 || Lr: 0.019965 || Task Loss: 0.6917 || KD Loss: 0.4518|| 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: 0:14:52 || Estimated Time: 5 days, 7:53:41
2023-07-27 13:58:16,801 semantic_segmentation INFO: Iters: 300/150000 || Lr: 0.019964 || Task Loss: 0.8142 || KD Loss: 0.4381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2168|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:15:23 || Estimated Time: 5 days, 7:52:42
2023-07-27 13:58:47,704 semantic_segmentation INFO: Iters: 310/150000 || Lr: 0.019963 || Task Loss: 0.5789 || KD Loss: 0.2760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2200|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:15:54 || Estimated Time: 5 days, 7:53:29
2023-07-27 13:59:18,361 semantic_segmentation INFO: Iters: 320/150000 || Lr: 0.019962 || Task Loss: 0.6622 || KD Loss: 0.3625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:16:25 || Estimated Time: 5 days, 7:52:10
2023-07-27 13:59:49,221 semantic_segmentation INFO: Iters: 330/150000 || Lr: 0.019961 || Task Loss: 0.5330 || KD Loss: 0.3174|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:16:56 || Estimated Time: 5 days, 7:52:23
2023-07-27 14:00:20,565 semantic_segmentation INFO: Iters: 340/150000 || Lr: 0.019959 || Task Loss: 0.5868 || KD Loss: 0.3109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2104|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:17:27 || Estimated Time: 5 days, 7:55:58
2023-07-27 14:00:52,394 semantic_segmentation INFO: Iters: 350/150000 || Lr: 0.019958 || Task Loss: 0.7635 || KD Loss: 0.3990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:17:59 || Estimated Time: 5 days, 8:02:55
2023-07-27 14:01:24,647 semantic_segmentation INFO: Iters: 360/150000 || Lr: 0.019957 || Task Loss: 0.4445 || KD Loss: 0.2220|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2139|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:18:31 || Estimated Time: 5 days, 8:12:15
2023-07-27 14:01:57,265 semantic_segmentation INFO: Iters: 370/150000 || Lr: 0.019956 || Task Loss: 0.8557 || KD Loss: 0.4835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2232|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:19:04 || Estimated Time: 5 days, 8:23:40
2023-07-27 14:02:30,027 semantic_segmentation INFO: Iters: 380/150000 || Lr: 0.019955 || Task Loss: 0.5259 || KD Loss: 0.2851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:19:36 || Estimated Time: 5 days, 8:35:31
2023-07-27 14:03:02,875 semantic_segmentation INFO: Iters: 390/150000 || Lr: 0.019953 || Task Loss: 0.6032 || KD Loss: 0.3383|| 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: 0:20:09 || Estimated Time: 5 days, 8:46:56
2023-07-27 14:03:35,614 semantic_segmentation INFO: Iters: 400/150000 || Lr: 0.019952 || Task Loss: 0.7643 || KD Loss: 0.4301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:20:42 || Estimated Time: 5 days, 8:57:37
2023-07-27 14:04:08,289 semantic_segmentation INFO: Iters: 410/150000 || Lr: 0.019951 || Task Loss: 0.4747 || KD Loss: 0.2211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:21:15 || Estimated Time: 5 days, 9:07:04
2023-07-27 14:04:40,886 semantic_segmentation INFO: Iters: 420/150000 || Lr: 0.019950 || Task Loss: 0.6180 || KD Loss: 0.4051|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:21:47 || Estimated Time: 5 days, 9:15:32
2023-07-27 14:05:13,665 semantic_segmentation INFO: Iters: 430/150000 || Lr: 0.019949 || Task Loss: 0.4623 || KD Loss: 0.2407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:22:20 || Estimated Time: 5 days, 9:24:41
2023-07-27 14:05:46,364 semantic_segmentation INFO: Iters: 440/150000 || Lr: 0.019947 || Task Loss: 0.3643 || KD Loss: 0.2080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:22:53 || Estimated Time: 5 days, 9:33:06
2023-07-27 14:06:19,010 semantic_segmentation INFO: Iters: 450/150000 || Lr: 0.019946 || Task Loss: 0.3346 || KD Loss: 0.1576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:23:25 || Estimated Time: 5 days, 9:40:30
2023-07-27 14:06:51,657 semantic_segmentation INFO: Iters: 460/150000 || Lr: 0.019945 || Task Loss: 0.5157 || KD Loss: 0.2687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:23:58 || Estimated Time: 5 days, 9:48:02
2023-07-27 14:07:24,344 semantic_segmentation INFO: Iters: 470/150000 || Lr: 0.019944 || Task Loss: 0.5171 || KD Loss: 0.2543|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:24:31 || Estimated Time: 5 days, 9:54:52
2023-07-27 14:07:56,884 semantic_segmentation INFO: Iters: 480/150000 || Lr: 0.019943 || Task Loss: 0.6968 || KD Loss: 0.3834|| 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: 0:25:03 || Estimated Time: 5 days, 10:01:07
2023-07-27 14:08:29,636 semantic_segmentation INFO: Iters: 490/150000 || Lr: 0.019941 || Task Loss: 0.9649 || KD Loss: 0.5209|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2052|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:25:36 || Estimated Time: 5 days, 10:07:45
2023-07-27 14:09:02,137 semantic_segmentation INFO: Iters: 500/150000 || Lr: 0.019940 || Task Loss: 0.7356 || KD Loss: 0.4088|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:26:08 || Estimated Time: 5 days, 10:13:12
2023-07-27 14:09:34,798 semantic_segmentation INFO: Iters: 510/150000 || Lr: 0.019939 || Task Loss: 0.5678 || KD Loss: 0.3033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2049|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:26:41 || Estimated Time: 5 days, 10:18:55
2023-07-27 14:10:07,536 semantic_segmentation INFO: Iters: 520/150000 || Lr: 0.019938 || Task Loss: 1.1764 || KD Loss: 0.7200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1978|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:27:14 || Estimated Time: 5 days, 10:24:55
2023-07-27 14:10:40,133 semantic_segmentation INFO: Iters: 530/150000 || Lr: 0.019937 || Task Loss: 0.5804 || KD Loss: 0.3244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:27:46 || Estimated Time: 5 days, 10:29:53
2023-07-27 14:11:12,682 semantic_segmentation INFO: Iters: 540/150000 || Lr: 0.019935 || Task Loss: 0.8749 || KD Loss: 0.4637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:28:19 || Estimated Time: 5 days, 10:34:34
2023-07-27 14:11:45,238 semantic_segmentation INFO: Iters: 550/150000 || Lr: 0.019934 || Task Loss: 0.6885 || KD Loss: 0.3441|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:28:52 || Estimated Time: 5 days, 10:39:11
2023-07-27 14:12:17,816 semantic_segmentation INFO: Iters: 560/150000 || Lr: 0.019933 || Task Loss: 0.4534 || KD Loss: 0.2315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:29:24 || Estimated Time: 5 days, 10:43:26
2023-07-27 14:12:50,585 semantic_segmentation INFO: Iters: 570/150000 || Lr: 0.019932 || Task Loss: 0.6631 || KD Loss: 0.3648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2112|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:29:57 || Estimated Time: 5 days, 10:48:30
2023-07-27 14:13:23,213 semantic_segmentation INFO: Iters: 580/150000 || Lr: 0.019931 || Task Loss: 0.4906 || KD Loss: 0.2677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1873|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:30:30 || Estimated Time: 5 days, 10:52:47
2023-07-27 14:13:55,738 semantic_segmentation INFO: Iters: 590/150000 || Lr: 0.019929 || Task Loss: 0.5407 || KD Loss: 0.3350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1892|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:31:02 || Estimated Time: 5 days, 10:56:32
2023-07-27 14:14:28,544 semantic_segmentation INFO: Iters: 600/150000 || Lr: 0.019928 || Task Loss: 0.4228 || KD Loss: 0.2113|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:31:35 || Estimated Time: 5 days, 11:01:05
2023-07-27 14:15:01,217 semantic_segmentation INFO: Iters: 610/150000 || Lr: 0.019927 || Task Loss: 0.4823 || KD Loss: 0.2089|| 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: 0:32:08 || Estimated Time: 5 days, 11:05:17
2023-07-27 14:15:33,404 semantic_segmentation INFO: Iters: 620/150000 || Lr: 0.019926 || Task Loss: 0.4946 || KD Loss: 0.3484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:32:40 || Estimated Time: 5 days, 11:07:04
2023-07-27 14:16:05,306 semantic_segmentation INFO: Iters: 630/150000 || Lr: 0.019925 || Task Loss: 0.5161 || KD Loss: 0.2647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1951|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:33:12 || Estimated Time: 5 days, 11:07:50
2023-07-27 14:16:37,461 semantic_segmentation INFO: Iters: 640/150000 || Lr: 0.019923 || Task Loss: 0.4577 || KD Loss: 0.1866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1882|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:33:44 || Estimated Time: 5 days, 11:09:18
2023-07-27 14:17:09,793 semantic_segmentation INFO: Iters: 650/150000 || Lr: 0.019922 || Task Loss: 0.7119 || KD Loss: 0.4307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:34:16 || Estimated Time: 5 days, 11:11:35
2023-07-27 14:17:42,362 semantic_segmentation INFO: Iters: 660/150000 || Lr: 0.019921 || Task Loss: 0.4596 || KD Loss: 0.2236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1914|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:34:49 || Estimated Time: 5 days, 11:14:34
2023-07-27 14:18:14,949 semantic_segmentation INFO: Iters: 670/150000 || Lr: 0.019920 || Task Loss: 0.5805 || KD Loss: 0.2939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1957|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:35:21 || Estimated Time: 5 days, 11:17:41
2023-07-27 14:18:47,513 semantic_segmentation INFO: Iters: 680/150000 || Lr: 0.019919 || Task Loss: 0.8581 || KD Loss: 0.5144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2020|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:35:54 || Estimated Time: 5 days, 11:20:27
2023-07-27 14:19:19,925 semantic_segmentation INFO: Iters: 690/150000 || Lr: 0.019917 || Task Loss: 0.5426 || KD Loss: 0.2755|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1843|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:36:26 || Estimated Time: 5 days, 11:22:35
2023-07-27 14:19:52,412 semantic_segmentation INFO: Iters: 700/150000 || Lr: 0.019916 || Task Loss: 0.7209 || KD Loss: 0.4533|| 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: 0:36:59 || Estimated Time: 5 days, 11:24:55
2023-07-27 14:20:24,931 semantic_segmentation INFO: Iters: 710/150000 || Lr: 0.019915 || Task Loss: 0.5445 || KD Loss: 0.2661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1827|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:37:31 || Estimated Time: 5 days, 11:27:19
2023-07-27 14:20:57,551 semantic_segmentation INFO: Iters: 720/150000 || Lr: 0.019914 || Task Loss: 0.4243 || KD Loss: 0.2325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:38:04 || Estimated Time: 5 days, 11:30:04
2023-07-27 14:21:30,277 semantic_segmentation INFO: Iters: 730/150000 || Lr: 0.019912 || Task Loss: 0.3665 || KD Loss: 0.1671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1832|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:38:37 || Estimated Time: 5 days, 11:32:55
2023-07-27 14:22:02,915 semantic_segmentation INFO: Iters: 740/150000 || Lr: 0.019911 || Task Loss: 0.7416 || KD Loss: 0.3562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1856|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:39:09 || Estimated Time: 5 days, 11:35:22
2023-07-27 14:22:35,517 semantic_segmentation INFO: Iters: 750/150000 || Lr: 0.019910 || Task Loss: 0.5583 || KD Loss: 0.2751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:39:42 || Estimated Time: 5 days, 11:37:43
2023-07-27 14:23:08,220 semantic_segmentation INFO: Iters: 760/150000 || Lr: 0.019909 || Task Loss: 0.4181 || KD Loss: 0.2242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1974|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:40:15 || Estimated Time: 5 days, 11:40:18
2023-07-27 14:23:40,858 semantic_segmentation INFO: Iters: 770/150000 || Lr: 0.019908 || Task Loss: 0.6859 || KD Loss: 0.3617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2014|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:40:47 || Estimated Time: 5 days, 11:42:34
2023-07-27 14:24:13,609 semantic_segmentation INFO: Iters: 780/150000 || Lr: 0.019906 || Task Loss: 0.6296 || KD Loss: 0.3472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1827|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:41:20 || Estimated Time: 5 days, 11:45:11
2023-07-27 14:24:46,404 semantic_segmentation INFO: Iters: 790/150000 || Lr: 0.019905 || Task Loss: 0.5582 || KD Loss: 0.2634|| 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: 0:41:53 || Estimated Time: 5 days, 11:47:53
2023-07-27 14:25:18,995 semantic_segmentation INFO: Iters: 800/150000 || Lr: 0.019904 || Task Loss: 0.4220 || KD Loss: 0.2293|| 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: 0:42:25 || Estimated Time: 5 days, 11:49:55
2023-07-27 14:25:19,070 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-27 14:25:20,073 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.868, mIoU: 0.307
2023-07-27 14:25:20,249 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.908, mIoU: 0.319
2023-07-27 14:25:20,357 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.919, mIoU: 0.340
2023-07-27 14:25:20,464 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.925, mIoU: 0.374
2023-07-27 14:25:20,574 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.928, mIoU: 0.370
2023-07-27 14:25:20,697 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.928, mIoU: 0.382
2023-07-27 14:25:20,816 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.929, mIoU: 0.403
2023-07-27 14:25:20,924 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.930, mIoU: 0.431
2023-07-27 14:25:21,034 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.931, mIoU: 0.442
2023-07-27 14:25:21,147 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.926, mIoU: 0.447
2023-07-27 14:25:21,265 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.927, mIoU: 0.453
2023-07-27 14:25:21,382 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.923, mIoU: 0.481
2023-07-27 14:25:21,487 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.921, mIoU: 0.460
2023-07-27 14:25:21,606 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.920, mIoU: 0.457
2023-07-27 14:25:21,727 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.917, mIoU: 0.453
2023-07-27 14:25:21,836 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.917, mIoU: 0.447
2023-07-27 14:25:21,947 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.917, mIoU: 0.450
2023-07-27 14:25:22,052 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.917, mIoU: 0.452
2023-07-27 14:25:22,158 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.916, mIoU: 0.460
2023-07-27 14:25:22,261 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.912, mIoU: 0.464
2023-07-27 14:25:22,365 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.908, mIoU: 0.462
2023-07-27 14:25:22,467 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.900, mIoU: 0.461
2023-07-27 14:25:22,572 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.899, mIoU: 0.459
2023-07-27 14:25:22,679 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.896, mIoU: 0.462
2023-07-27 14:25:22,786 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.894, mIoU: 0.486
2023-07-27 14:25:22,895 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.894, mIoU: 0.489
2023-07-27 14:25:23,003 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.893, mIoU: 0.483
2023-07-27 14:25:23,111 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.893, mIoU: 0.481
2023-07-27 14:25:23,220 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.890, mIoU: 0.478
2023-07-27 14:25:23,329 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.889, mIoU: 0.470
2023-07-27 14:25:23,435 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.889, mIoU: 0.470
2023-07-27 14:25:23,542 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.889, mIoU: 0.470
2023-07-27 14:25:23,656 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.891, mIoU: 0.473
2023-07-27 14:25:23,768 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.890, mIoU: 0.472
2023-07-27 14:25:23,879 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.890, mIoU: 0.473
2023-07-27 14:25:23,990 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.891, mIoU: 0.472
2023-07-27 14:25:24,098 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.891, mIoU: 0.472
2023-07-27 14:25:24,206 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.889, mIoU: 0.471
2023-07-27 14:25:24,310 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.889, mIoU: 0.473
2023-07-27 14:25:24,414 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.891, mIoU: 0.473
2023-07-27 14:25:24,516 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.892, mIoU: 0.472
2023-07-27 14:25:24,621 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.892, mIoU: 0.472
2023-07-27 14:25:24,727 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.893, mIoU: 0.472
2023-07-27 14:25:24,835 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.894, mIoU: 0.472
2023-07-27 14:25:24,947 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.895, mIoU: 0.470
2023-07-27 14:25:25,054 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.894, mIoU: 0.468
2023-07-27 14:25:25,161 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.895, mIoU: 0.468
2023-07-27 14:25:25,273 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.896, mIoU: 0.467
2023-07-27 14:25:25,390 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.896, mIoU: 0.467
2023-07-27 14:25:25,498 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.896, mIoU: 0.467
2023-07-27 14:25:25,608 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.896, mIoU: 0.466
2023-07-27 14:25:25,722 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.894, mIoU: 0.466
2023-07-27 14:25:25,833 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.894, mIoU: 0.464
2023-07-27 14:25:25,940 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.893, mIoU: 0.464
2023-07-27 14:25:26,047 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.893, mIoU: 0.462
2023-07-27 14:25:26,151 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.892, mIoU: 0.462
2023-07-27 14:25:26,255 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.893, mIoU: 0.461
2023-07-27 14:25:26,359 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.893, mIoU: 0.468
2023-07-27 14:25:26,463 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.893, mIoU: 0.469
2023-07-27 14:25:26,567 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.893, mIoU: 0.468
2023-07-27 14:25:26,672 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.893, mIoU: 0.473
2023-07-27 14:25:26,778 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.892, mIoU: 0.474
2023-07-27 14:25:26,887 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.892, mIoU: 0.471
2023-07-27 14:25:27,000 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.890, mIoU: 0.471
2023-07-27 14:25:27,109 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.889, mIoU: 0.471
2023-07-27 14:25:27,216 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.889, mIoU: 0.470
2023-07-27 14:25:27,326 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.888, mIoU: 0.468
2023-07-27 14:25:27,439 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.888, mIoU: 0.469
2023-07-27 14:25:27,551 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.888, mIoU: 0.468
2023-07-27 14:25:27,664 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.888, mIoU: 0.468
2023-07-27 14:25:27,776 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.889, mIoU: 0.468
2023-07-27 14:25:27,884 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.889, mIoU: 0.468
2023-07-27 14:25:27,990 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.890, mIoU: 0.468
2023-07-27 14:25:28,095 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.890, mIoU: 0.467
2023-07-27 14:25:28,200 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.889, mIoU: 0.468
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2023-07-27 14:25:28,510 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.890, mIoU: 0.468
2023-07-27 14:25:28,618 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.889, mIoU: 0.468
2023-07-27 14:25:28,723 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.888, mIoU: 0.468
2023-07-27 14:25:28,828 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.887, mIoU: 0.469
2023-07-27 14:25:28,936 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.886, mIoU: 0.469
2023-07-27 14:25:29,049 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.886, mIoU: 0.469
2023-07-27 14:25:29,158 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.885, mIoU: 0.467
2023-07-27 14:25:29,264 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.882, mIoU: 0.465
2023-07-27 14:25:29,376 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.882, mIoU: 0.466
2023-07-27 14:25:29,488 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.883, mIoU: 0.467
2023-07-27 14:25:29,600 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.883, mIoU: 0.466
2023-07-27 14:25:29,712 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.883, mIoU: 0.465
2023-07-27 14:25:29,824 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.883, mIoU: 0.465
2023-07-27 14:25:29,932 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.883, mIoU: 0.464
2023-07-27 14:25:30,041 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.882, mIoU: 0.468
2023-07-27 14:25:30,148 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.882, mIoU: 0.468
2023-07-27 14:25:30,257 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.883, mIoU: 0.468
2023-07-27 14:25:30,367 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.884, mIoU: 0.468
2023-07-27 14:25:30,474 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.883, mIoU: 0.468
2023-07-27 14:25:30,584 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.883, mIoU: 0.467
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2023-07-27 14:25:30,808 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.883, mIoU: 0.468
2023-07-27 14:25:30,917 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.882, mIoU: 0.468
2023-07-27 14:25:31,024 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.880, mIoU: 0.468
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2023-07-27 14:25:31,770 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.881, mIoU: 0.468
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2023-07-27 14:25:31,976 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.881, mIoU: 0.467
2023-07-27 14:25:32,080 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.881, mIoU: 0.466
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2023-07-27 14:25:32,286 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.881, mIoU: 0.465
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2023-07-27 14:25:32,915 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.880, mIoU: 0.463
2023-07-27 14:25:33,018 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.880, mIoU: 0.463
2023-07-27 14:25:33,121 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.880, mIoU: 0.463
2023-07-27 14:25:33,230 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.880, mIoU: 0.463
2023-07-27 14:25:33,334 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.880, mIoU: 0.463
2023-07-27 14:25:33,443 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.880, mIoU: 0.461
2023-07-27 14:25:33,552 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.880, mIoU: 0.462
2023-07-27 14:25:33,663 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.879, mIoU: 0.461
2023-07-27 14:25:33,777 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.879, mIoU: 0.460
2023-07-27 14:25:33,893 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.880, mIoU: 0.460
2023-07-27 14:25:34,005 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.879, mIoU: 0.460
2023-07-27 14:25:34,119 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.880, mIoU: 0.460
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2023-07-27 14:25:34,553 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.882, mIoU: 0.460
2023-07-27 14:25:34,664 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.882, mIoU: 0.459
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2023-07-27 14:25:35,009 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.883, mIoU: 0.459
2023-07-27 14:25:35,118 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.882, mIoU: 0.458
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2023-07-27 14:25:36,007 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.882, mIoU: 0.459
2023-07-27 14:25:36,118 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.882, mIoU: 0.459
2023-07-27 14:25:36,229 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.882, mIoU: 0.459
2023-07-27 14:25:36,340 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.881, mIoU: 0.458
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2023-07-27 14:25:36,671 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.881, mIoU: 0.459
2023-07-27 14:25:36,780 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.881, mIoU: 0.460
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2023-07-27 14:25:37,615 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.881, mIoU: 0.455
2023-07-27 14:25:37,721 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.881, mIoU: 0.455
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2023-07-27 14:25:38,034 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.881, mIoU: 0.455
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2023-07-27 14:25:39,003 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.883, mIoU: 0.455
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2023-07-27 14:26:06,099 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.894, mIoU: 0.459
2023-07-27 14:26:06,206 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.894, mIoU: 0.459
2023-07-27 14:26:06,314 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.894, mIoU: 0.460
2023-07-27 14:26:06,427 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.894, mIoU: 0.460
2023-07-27 14:26:06,544 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.894, mIoU: 0.460
2023-07-27 14:26:06,657 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.894, mIoU: 0.460
2023-07-27 14:26:06,767 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.894, mIoU: 0.460
2023-07-27 14:26:06,877 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.894, mIoU: 0.460
2023-07-27 14:26:06,986 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.894, mIoU: 0.460
2023-07-27 14:26:07,092 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.895, mIoU: 0.460
2023-07-27 14:26:07,198 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.895, mIoU: 0.460
2023-07-27 14:26:07,304 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.895, mIoU: 0.460
2023-07-27 14:26:07,412 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.895, mIoU: 0.460
2023-07-27 14:26:07,517 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.895, mIoU: 0.460
2023-07-27 14:26:07,622 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.895, mIoU: 0.460
2023-07-27 14:26:07,727 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.895, mIoU: 0.460
2023-07-27 14:26:07,832 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.895, mIoU: 0.460
2023-07-27 14:26:07,939 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.895, mIoU: 0.460
2023-07-27 14:26:08,054 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.895, mIoU: 0.460
2023-07-27 14:26:08,174 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.895, mIoU: 0.460
2023-07-27 14:26:08,291 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.895, mIoU: 0.459
2023-07-27 14:26:08,409 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.895, mIoU: 0.459
2023-07-27 14:26:08,526 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.895, mIoU: 0.459
2023-07-27 14:26:08,642 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.895, mIoU: 0.459
2023-07-27 14:26:08,758 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.895, mIoU: 0.459
2023-07-27 14:26:08,872 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.895, mIoU: 0.459
2023-07-27 14:26:08,988 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.895, mIoU: 0.459
2023-07-27 14:26:09,102 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.896, mIoU: 0.459
2023-07-27 14:26:09,217 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.896, mIoU: 0.459
2023-07-27 14:26:09,332 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.896, mIoU: 0.459
2023-07-27 14:26:09,448 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.896, mIoU: 0.459
2023-07-27 14:26:09,562 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.896, mIoU: 0.459
2023-07-27 14:26:09,675 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.896, mIoU: 0.459
2023-07-27 14:26:09,785 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.896, mIoU: 0.459
2023-07-27 14:26:09,897 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.896, mIoU: 0.460
2023-07-27 14:26:10,013 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.896, mIoU: 0.460
2023-07-27 14:26:10,123 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.896, mIoU: 0.460
2023-07-27 14:26:10,234 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.895, mIoU: 0.460
2023-07-27 14:26:10,346 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.896, mIoU: 0.460
2023-07-27 14:26:10,460 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.896, mIoU: 0.461
2023-07-27 14:26:10,572 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.896, mIoU: 0.461
2023-07-27 14:26:10,683 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.896, mIoU: 0.462
2023-07-27 14:26:10,792 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.896, mIoU: 0.462
2023-07-27 14:26:10,900 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.896, mIoU: 0.462
2023-07-27 14:26:11,010 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.896, mIoU: 0.462
2023-07-27 14:26:11,130 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.896, mIoU: 0.463
2023-07-27 14:26:11,250 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.896, mIoU: 0.463
2023-07-27 14:26:11,360 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.896, mIoU: 0.463
2023-07-27 14:26:11,471 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.896, mIoU: 0.463
2023-07-27 14:26:11,583 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.896, mIoU: 0.463
2023-07-27 14:26:11,697 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.896, mIoU: 0.463
2023-07-27 14:26:11,809 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.896, mIoU: 0.463
2023-07-27 14:26:11,924 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.896, mIoU: 0.463
2023-07-27 14:26:12,035 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.896, mIoU: 0.463
2023-07-27 14:26:12,140 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.896, mIoU: 0.463
2023-07-27 14:26:12,252 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.896, mIoU: 0.463
2023-07-27 14:26:12,364 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.896, mIoU: 0.463
2023-07-27 14:26:12,484 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.896, mIoU: 0.463
2023-07-27 14:26:12,596 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.896, mIoU: 0.463
2023-07-27 14:26:12,704 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.896, mIoU: 0.463
2023-07-27 14:26:12,819 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.896, mIoU: 0.463
2023-07-27 14:26:12,928 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.896, mIoU: 0.463
2023-07-27 14:26:13,035 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.896, mIoU: 0.463
2023-07-27 14:26:13,147 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.897, mIoU: 0.463
2023-07-27 14:26:13,250 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.897, mIoU: 0.463
2023-07-27 14:26:13,354 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.896, mIoU: 0.463
2023-07-27 14:26:13,466 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.896, mIoU: 0.463
2023-07-27 14:26:13,579 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.896, mIoU: 0.463
2023-07-27 14:26:13,698 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.896, mIoU: 0.463
2023-07-27 14:26:13,813 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.896, mIoU: 0.463
2023-07-27 14:26:13,933 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.896, mIoU: 0.464
2023-07-27 14:26:14,048 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.897, mIoU: 0.464
2023-07-27 14:26:14,164 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.897, mIoU: 0.464
2023-07-27 14:26:14,276 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.897, mIoU: 0.464
2023-07-27 14:26:14,390 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.897, mIoU: 0.465
2023-07-27 14:26:14,505 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.897, mIoU: 0.465
2023-07-27 14:26:14,616 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.897, mIoU: 0.465
2023-07-27 14:26:14,729 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.897, mIoU: 0.465
2023-07-27 14:26:14,841 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.897, mIoU: 0.465
2023-07-27 14:26:14,952 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.897, mIoU: 0.465
2023-07-27 14:26:48,158 semantic_segmentation INFO: Iters: 810/150000 || Lr: 0.019903 || Task Loss: 0.5937 || KD Loss: 0.3124|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:43:55 || Estimated Time: 5 days, 14:45:26
2023-07-27 14:27:20,756 semantic_segmentation INFO: Iters: 820/150000 || Lr: 0.019902 || Task Loss: 0.8363 || KD Loss: 0.4142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1962|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:44:27 || Estimated Time: 5 days, 14:44:58
2023-07-27 14:27:53,227 semantic_segmentation INFO: Iters: 830/150000 || Lr: 0.019900 || Task Loss: 0.8358 || KD Loss: 0.4837|| 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: 0:45:00 || Estimated Time: 5 days, 14:44:25
2023-07-27 14:28:25,726 semantic_segmentation INFO: Iters: 840/150000 || Lr: 0.019899 || Task Loss: 0.5980 || KD Loss: 0.3056|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:45:32 || Estimated Time: 5 days, 14:43:43
2023-07-27 14:28:58,182 semantic_segmentation INFO: Iters: 850/150000 || Lr: 0.019898 || Task Loss: 0.4576 || KD Loss: 0.2105|| 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: 0:46:05 || Estimated Time: 5 days, 14:43:04
2023-07-27 14:29:30,556 semantic_segmentation INFO: Iters: 860/150000 || Lr: 0.019897 || Task Loss: 0.3708 || KD Loss: 0.1717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1757|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:46:37 || Estimated Time: 5 days, 14:42:03
2023-07-27 14:30:03,124 semantic_segmentation INFO: Iters: 870/150000 || Lr: 0.019896 || Task Loss: 0.4368 || KD Loss: 0.2365|| 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: 0:47:09 || Estimated Time: 5 days, 14:41:41
2023-07-27 14:30:35,692 semantic_segmentation INFO: Iters: 880/150000 || Lr: 0.019894 || Task Loss: 0.5488 || KD Loss: 0.2695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1798|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:47:42 || Estimated Time: 5 days, 14:41:17
2023-07-27 14:31:08,368 semantic_segmentation INFO: Iters: 890/150000 || Lr: 0.019893 || Task Loss: 0.6041 || KD Loss: 0.2808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1813|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:48:15 || Estimated Time: 5 days, 14:41:07
2023-07-27 14:31:41,048 semantic_segmentation INFO: Iters: 900/150000 || Lr: 0.019892 || Task Loss: 0.4446 || KD Loss: 0.2307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1982|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:48:47 || Estimated Time: 5 days, 14:41:03
2023-07-27 14:32:13,750 semantic_segmentation INFO: Iters: 910/150000 || Lr: 0.019891 || Task Loss: 0.4830 || KD Loss: 0.2337|| 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: 0:49:20 || Estimated Time: 5 days, 14:41:06
2023-07-27 14:32:46,434 semantic_segmentation INFO: Iters: 920/150000 || Lr: 0.019890 || Task Loss: 0.7052 || KD Loss: 0.3128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:49:53 || Estimated Time: 5 days, 14:40:55
2023-07-27 14:33:19,210 semantic_segmentation INFO: Iters: 930/150000 || Lr: 0.019888 || Task Loss: 0.4468 || KD Loss: 0.2167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1879|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:50:26 || Estimated Time: 5 days, 14:41:01
2023-07-27 14:33:51,920 semantic_segmentation INFO: Iters: 940/150000 || Lr: 0.019887 || Task Loss: 0.4478 || KD Loss: 0.2086|| 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: 0:50:58 || Estimated Time: 5 days, 14:41:00
2023-07-27 14:34:24,548 semantic_segmentation INFO: Iters: 950/150000 || Lr: 0.019886 || Task Loss: 0.4349 || KD Loss: 0.2017|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:51:31 || Estimated Time: 5 days, 14:40:46
2023-07-27 14:34:57,253 semantic_segmentation INFO: Iters: 960/150000 || Lr: 0.019885 || Task Loss: 0.2784 || KD Loss: 0.1344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:52:04 || Estimated Time: 5 days, 14:40:38
2023-07-27 14:35:29,796 semantic_segmentation INFO: Iters: 970/150000 || Lr: 0.019884 || Task Loss: 0.4281 || KD Loss: 0.2012|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1754|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:52:36 || Estimated Time: 5 days, 14:40:08
2023-07-27 14:36:02,544 semantic_segmentation INFO: Iters: 980/150000 || Lr: 0.019882 || Task Loss: 0.3085 || KD Loss: 0.1251|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1772|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:53:09 || Estimated Time: 5 days, 14:40:09
2023-07-27 14:36:35,042 semantic_segmentation INFO: Iters: 990/150000 || Lr: 0.019881 || Task Loss: 0.4143 || KD Loss: 0.1919|| 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: 0:53:41 || Estimated Time: 5 days, 14:39:35
2023-07-27 14:37:07,703 semantic_segmentation INFO: Iters: 1000/150000 || Lr: 0.019880 || Task Loss: 0.5428 || KD Loss: 0.2765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1844|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:54:14 || Estimated Time: 5 days, 14:39:17
2023-07-27 14:37:40,256 semantic_segmentation INFO: Iters: 1010/150000 || Lr: 0.019879 || Task Loss: 0.3292 || KD Loss: 0.1918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:54:47 || Estimated Time: 5 days, 14:38:50
2023-07-27 14:38:13,106 semantic_segmentation INFO: Iters: 1020/150000 || Lr: 0.019878 || Task Loss: 0.4761 || KD Loss: 0.2789|| 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: 0:55:19 || Estimated Time: 5 days, 14:38:48
2023-07-27 14:38:47,027 semantic_segmentation INFO: Iters: 1030/150000 || Lr: 0.019876 || Task Loss: 0.4866 || KD Loss: 0.2377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:55:53 || Estimated Time: 5 days, 14:41:48
2023-07-27 14:39:19,798 semantic_segmentation INFO: Iters: 1040/150000 || Lr: 0.019875 || Task Loss: 0.4061 || KD Loss: 0.2013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:56:26 || Estimated Time: 5 days, 14:41:48
2023-07-27 14:39:52,550 semantic_segmentation INFO: Iters: 1050/150000 || Lr: 0.019874 || Task Loss: 0.4139 || KD Loss: 0.2156|| 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: 0:56:59 || Estimated Time: 5 days, 14:41:49
2023-07-27 14:40:25,518 semantic_segmentation INFO: Iters: 1060/150000 || Lr: 0.019873 || Task Loss: 0.3760 || KD Loss: 0.1842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1711|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:57:32 || Estimated Time: 5 days, 14:41:52
2023-07-27 14:40:58,271 semantic_segmentation INFO: Iters: 1070/150000 || Lr: 0.019872 || Task Loss: 0.4352 || KD Loss: 0.2151|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1776|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:58:05 || Estimated Time: 5 days, 14:42:09
2023-07-27 14:41:31,057 semantic_segmentation INFO: Iters: 1080/150000 || Lr: 0.019870 || Task Loss: 0.7596 || KD Loss: 0.4581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1816|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:58:37 || Estimated Time: 5 days, 14:42:03
2023-07-27 14:42:03,726 semantic_segmentation INFO: Iters: 1090/150000 || Lr: 0.019869 || Task Loss: 0.9237 || KD Loss: 0.6128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1834|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:59:10 || Estimated Time: 5 days, 14:41:42
2023-07-27 14:42:36,397 semantic_segmentation INFO: Iters: 1100/150000 || Lr: 0.019868 || Task Loss: 0.5883 || KD Loss: 0.2617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1853|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:59:43 || Estimated Time: 5 days, 14:41:25
2023-07-27 14:43:09,020 semantic_segmentation INFO: Iters: 1110/150000 || Lr: 0.019867 || Task Loss: 0.5313 || KD Loss: 0.2078|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:00:15 || Estimated Time: 5 days, 14:41:01
2023-07-27 14:43:41,741 semantic_segmentation INFO: Iters: 1120/150000 || Lr: 0.019866 || Task Loss: 0.3257 || KD Loss: 0.1559|| 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: 1:00:48 || Estimated Time: 5 days, 14:40:48
2023-07-27 14:44:14,462 semantic_segmentation INFO: Iters: 1130/150000 || Lr: 0.019864 || Task Loss: 0.4023 || KD Loss: 0.2029|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1658|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:01:21 || Estimated Time: 5 days, 14:40:38
2023-07-27 14:44:47,070 semantic_segmentation INFO: Iters: 1140/150000 || Lr: 0.019863 || Task Loss: 0.4037 || KD Loss: 0.1935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1838|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:01:53 || Estimated Time: 5 days, 14:40:09
2023-07-27 14:45:19,698 semantic_segmentation INFO: Iters: 1150/150000 || Lr: 0.019862 || Task Loss: 0.5743 || KD Loss: 0.2741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:02:26 || Estimated Time: 5 days, 14:39:43
2023-07-27 14:45:52,484 semantic_segmentation INFO: Iters: 1160/150000 || Lr: 0.019861 || Task Loss: 0.5742 || KD Loss: 0.3244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:02:59 || Estimated Time: 5 days, 14:39:37
2023-07-27 14:46:25,237 semantic_segmentation INFO: Iters: 1170/150000 || Lr: 0.019860 || Task Loss: 0.5680 || KD Loss: 0.3207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1830|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:03:32 || Estimated Time: 5 days, 14:39:28
2023-07-27 14:46:58,103 semantic_segmentation INFO: Iters: 1180/150000 || Lr: 0.019858 || Task Loss: 0.4947 || KD Loss: 0.2142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1743|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:04:04 || Estimated Time: 5 days, 14:39:35
2023-07-27 14:47:30,950 semantic_segmentation INFO: Iters: 1190/150000 || Lr: 0.019857 || Task Loss: 0.5510 || KD Loss: 0.2879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1777|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:04:37 || Estimated Time: 5 days, 14:39:38
2023-07-27 14:48:03,743 semantic_segmentation INFO: Iters: 1200/150000 || Lr: 0.019856 || Task Loss: 0.4068 || KD Loss: 0.1922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1827|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:05:10 || Estimated Time: 5 days, 14:39:30
2023-07-27 14:48:36,534 semantic_segmentation INFO: Iters: 1210/150000 || Lr: 0.019855 || Task Loss: 0.3850 || KD Loss: 0.1774|| 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: 1:05:43 || Estimated Time: 5 days, 14:39:22
2023-07-27 14:49:09,289 semantic_segmentation INFO: Iters: 1220/150000 || Lr: 0.019854 || Task Loss: 0.4229 || KD Loss: 0.1937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:06:16 || Estimated Time: 5 days, 14:39:10
2023-07-27 14:49:42,020 semantic_segmentation INFO: Iters: 1230/150000 || Lr: 0.019852 || Task Loss: 0.4342 || KD Loss: 0.2543|| 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: 1:06:48 || Estimated Time: 5 days, 14:38:58
2023-07-27 14:50:14,727 semantic_segmentation INFO: Iters: 1240/150000 || Lr: 0.019851 || Task Loss: 0.7162 || KD Loss: 0.3447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2063|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:07:21 || Estimated Time: 5 days, 14:38:40
2023-07-27 14:50:47,158 semantic_segmentation INFO: Iters: 1250/150000 || Lr: 0.019850 || Task Loss: 0.4297 || KD Loss: 0.1962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1808|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:07:54 || Estimated Time: 5 days, 14:37:52
2023-07-27 14:51:19,786 semantic_segmentation INFO: Iters: 1260/150000 || Lr: 0.019849 || Task Loss: 0.5437 || KD Loss: 0.2557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1800|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:08:26 || Estimated Time: 5 days, 14:37:26
2023-07-27 14:51:52,316 semantic_segmentation INFO: Iters: 1270/150000 || Lr: 0.019848 || Task Loss: 0.4651 || KD Loss: 0.2180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1736|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:08:59 || Estimated Time: 5 days, 14:36:50
2023-07-27 14:52:24,964 semantic_segmentation INFO: Iters: 1280/150000 || Lr: 0.019846 || Task Loss: 0.4706 || KD Loss: 0.2406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1652|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:09:31 || Estimated Time: 5 days, 14:36:19
2023-07-27 14:52:57,538 semantic_segmentation INFO: Iters: 1290/150000 || Lr: 0.019845 || Task Loss: 0.4652 || KD Loss: 0.2448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1841|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:10:04 || Estimated Time: 5 days, 14:35:50
2023-07-27 14:53:30,113 semantic_segmentation INFO: Iters: 1300/150000 || Lr: 0.019844 || Task Loss: 0.6457 || KD Loss: 0.3315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1747|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:10:36 || Estimated Time: 5 days, 14:35:11
2023-07-27 14:54:02,673 semantic_segmentation INFO: Iters: 1310/150000 || Lr: 0.019843 || Task Loss: 0.5314 || KD Loss: 0.2681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1817|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:11:09 || Estimated Time: 5 days, 14:34:40
2023-07-27 14:54:35,442 semantic_segmentation INFO: Iters: 1320/150000 || Lr: 0.019842 || Task Loss: 0.4354 || KD Loss: 0.1885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:11:42 || Estimated Time: 5 days, 14:34:25
2023-07-27 14:55:08,186 semantic_segmentation INFO: Iters: 1330/150000 || Lr: 0.019840 || Task Loss: 0.4462 || KD Loss: 0.1807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1762|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:12:15 || Estimated Time: 5 days, 14:34:10
2023-07-27 14:55:40,779 semantic_segmentation INFO: Iters: 1340/150000 || Lr: 0.019839 || Task Loss: 0.4049 || KD Loss: 0.1812|| 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: 1:12:47 || Estimated Time: 5 days, 14:33:38
2023-07-27 14:56:13,429 semantic_segmentation INFO: Iters: 1350/150000 || Lr: 0.019838 || Task Loss: 0.6284 || KD Loss: 0.3243|| 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: 1:13:20 || Estimated Time: 5 days, 14:33:16
2023-07-27 14:56:46,188 semantic_segmentation INFO: Iters: 1360/150000 || Lr: 0.019837 || Task Loss: 0.5163 || KD Loss: 0.2500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1749|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:13:53 || Estimated Time: 5 days, 14:32:57
2023-07-27 14:57:18,960 semantic_segmentation INFO: Iters: 1370/150000 || Lr: 0.019836 || Task Loss: 0.4575 || KD Loss: 0.2233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:14:25 || Estimated Time: 5 days, 14:32:46
2023-07-27 14:57:51,642 semantic_segmentation INFO: Iters: 1380/150000 || Lr: 0.019834 || Task Loss: 0.7561 || KD Loss: 0.4355|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1785|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:14:58 || Estimated Time: 5 days, 14:32:23
2023-07-27 14:58:24,399 semantic_segmentation INFO: Iters: 1390/150000 || Lr: 0.019833 || Task Loss: 0.3818 || KD Loss: 0.2424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:15:31 || Estimated Time: 5 days, 14:32:09
2023-07-27 14:58:56,985 semantic_segmentation INFO: Iters: 1400/150000 || Lr: 0.019832 || Task Loss: 0.4599 || KD Loss: 0.2645|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:16:03 || Estimated Time: 5 days, 14:31:36
2023-07-27 14:59:29,582 semantic_segmentation INFO: Iters: 1410/150000 || Lr: 0.019831 || Task Loss: 0.5359 || KD Loss: 0.2953|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1699|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:16:36 || Estimated Time: 5 days, 14:31:04
2023-07-27 15:00:02,578 semantic_segmentation INFO: Iters: 1420/150000 || Lr: 0.019830 || Task Loss: 0.3451 || KD Loss: 0.1603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:17:09 || Estimated Time: 5 days, 14:31:14
2023-07-27 15:00:35,268 semantic_segmentation INFO: Iters: 1430/150000 || Lr: 0.019828 || Task Loss: 0.3950 || KD Loss: 0.1985|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1704|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:17:42 || Estimated Time: 5 days, 14:30:51
2023-07-27 15:01:07,839 semantic_segmentation INFO: Iters: 1440/150000 || Lr: 0.019827 || Task Loss: 0.4146 || KD Loss: 0.1605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:18:14 || Estimated Time: 5 days, 14:30:17
2023-07-27 15:01:41,783 semantic_segmentation INFO: Iters: 1450/150000 || Lr: 0.019826 || Task Loss: 0.3249 || KD Loss: 0.1625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:18:48 || Estimated Time: 5 days, 14:31:52
2023-07-27 15:02:14,280 semantic_segmentation INFO: Iters: 1460/150000 || Lr: 0.019825 || Task Loss: 0.4828 || KD Loss: 0.4189|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:19:21 || Estimated Time: 5 days, 14:31:19
2023-07-27 15:02:46,952 semantic_segmentation INFO: Iters: 1470/150000 || Lr: 0.019824 || Task Loss: 0.3861 || KD Loss: 0.1832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:19:53 || Estimated Time: 5 days, 14:30:54
2023-07-27 15:03:19,738 semantic_segmentation INFO: Iters: 1480/150000 || Lr: 0.019822 || Task Loss: 0.2948 || KD Loss: 0.1237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:20:26 || Estimated Time: 5 days, 14:30:39
2023-07-27 15:03:52,382 semantic_segmentation INFO: Iters: 1490/150000 || Lr: 0.019821 || Task Loss: 0.4975 || KD Loss: 0.2330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1726|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:20:59 || Estimated Time: 5 days, 14:30:11
2023-07-27 15:04:25,252 semantic_segmentation INFO: Iters: 1500/150000 || Lr: 0.019820 || Task Loss: 0.4016 || KD Loss: 0.1730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:21:32 || Estimated Time: 5 days, 14:30:08
2023-07-27 15:04:58,037 semantic_segmentation INFO: Iters: 1510/150000 || Lr: 0.019819 || Task Loss: 0.4454 || KD Loss: 0.2269|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1855|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:22:04 || Estimated Time: 5 days, 14:29:49
2023-07-27 15:05:30,816 semantic_segmentation INFO: Iters: 1520/150000 || Lr: 0.019818 || Task Loss: 0.5357 || KD Loss: 0.2652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1752|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:22:37 || Estimated Time: 5 days, 14:29:33
2023-07-27 15:06:03,432 semantic_segmentation INFO: Iters: 1530/150000 || Lr: 0.019816 || Task Loss: 0.3325 || KD Loss: 0.1454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:23:10 || Estimated Time: 5 days, 14:29:03
2023-07-27 15:06:36,124 semantic_segmentation INFO: Iters: 1540/150000 || Lr: 0.019815 || Task Loss: 0.5104 || KD Loss: 0.2590|| 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: 1:23:42 || Estimated Time: 5 days, 14:28:37
2023-07-27 15:07:08,776 semantic_segmentation INFO: Iters: 1550/150000 || Lr: 0.019814 || Task Loss: 0.5980 || KD Loss: 0.2686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1706|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:24:15 || Estimated Time: 5 days, 14:28:08
2023-07-27 15:07:41,475 semantic_segmentation INFO: Iters: 1560/150000 || Lr: 0.019813 || Task Loss: 0.3087 || KD Loss: 0.1525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1639|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:24:48 || Estimated Time: 5 days, 14:27:44
2023-07-27 15:08:14,196 semantic_segmentation INFO: Iters: 1570/150000 || Lr: 0.019812 || Task Loss: 0.4552 || KD Loss: 0.2047|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1712|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:25:21 || Estimated Time: 5 days, 14:27:23
2023-07-27 15:08:46,773 semantic_segmentation INFO: Iters: 1580/150000 || Lr: 0.019810 || Task Loss: 0.4851 || KD Loss: 0.2589|| 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: 1:25:53 || Estimated Time: 5 days, 14:26:50
2023-07-27 15:09:19,350 semantic_segmentation INFO: Iters: 1590/150000 || Lr: 0.019809 || Task Loss: 0.3934 || KD Loss: 0.1658|| 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: 1:26:26 || Estimated Time: 5 days, 14:26:14
2023-07-27 15:09:52,104 semantic_segmentation INFO: Iters: 1600/150000 || Lr: 0.019808 || Task Loss: 0.5867 || KD Loss: 0.2450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1842|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:26:58 || Estimated Time: 5 days, 14:25:51
2023-07-27 15:09:52,176 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-27 15:09:53,032 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.943, mIoU: 0.361
2023-07-27 15:09:53,153 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.954, mIoU: 0.419
2023-07-27 15:09:53,268 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.955, mIoU: 0.406
2023-07-27 15:09:53,375 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.955, mIoU: 0.445
2023-07-27 15:09:53,482 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.957, mIoU: 0.441
2023-07-27 15:09:53,592 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.955, mIoU: 0.445
2023-07-27 15:09:53,702 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.955, mIoU: 0.458
2023-07-27 15:09:53,813 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.953, mIoU: 0.471
2023-07-27 15:09:53,924 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.952, mIoU: 0.503
2023-07-27 15:09:54,036 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.947, mIoU: 0.502
2023-07-27 15:09:54,148 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.947, mIoU: 0.507
2023-07-27 15:09:54,258 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.940, mIoU: 0.532
2023-07-27 15:09:54,363 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.939, mIoU: 0.522
2023-07-27 15:09:54,470 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.937, mIoU: 0.515
2023-07-27 15:09:54,576 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.932, mIoU: 0.506
2023-07-27 15:09:54,684 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.930, mIoU: 0.499
2023-07-27 15:09:54,797 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.929, mIoU: 0.498
2023-07-27 15:09:54,916 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.929, mIoU: 0.498
2023-07-27 15:09:55,024 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.928, mIoU: 0.504
2023-07-27 15:09:55,131 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.929, mIoU: 0.514
2023-07-27 15:09:55,242 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.929, mIoU: 0.519
2023-07-27 15:09:55,349 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.922, mIoU: 0.526
2023-07-27 15:09:55,457 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.921, mIoU: 0.524
2023-07-27 15:09:55,563 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.919, mIoU: 0.527
2023-07-27 15:09:55,668 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.918, mIoU: 0.540
2023-07-27 15:09:55,774 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.918, mIoU: 0.542
2023-07-27 15:09:55,886 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.917, mIoU: 0.537
2023-07-27 15:09:55,991 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.916, mIoU: 0.534
2023-07-27 15:09:56,095 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.913, mIoU: 0.530
2023-07-27 15:09:56,202 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.913, mIoU: 0.520
2023-07-27 15:09:56,306 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.913, mIoU: 0.520
2023-07-27 15:09:56,413 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.912, mIoU: 0.518
2023-07-27 15:09:56,518 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.914, mIoU: 0.517
2023-07-27 15:09:56,623 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.913, mIoU: 0.517
2023-07-27 15:09:56,730 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.913, mIoU: 0.515
2023-07-27 15:09:56,839 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.913, mIoU: 0.513
2023-07-27 15:09:56,949 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.913, mIoU: 0.513
2023-07-27 15:09:57,060 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.913, mIoU: 0.512
2023-07-27 15:09:57,171 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.912, mIoU: 0.513
2023-07-27 15:09:57,281 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.913, mIoU: 0.514
2023-07-27 15:09:57,392 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.913, mIoU: 0.514
2023-07-27 15:09:57,502 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.914, mIoU: 0.514
2023-07-27 15:09:57,611 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.914, mIoU: 0.513
2023-07-27 15:09:57,719 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.915, mIoU: 0.513
2023-07-27 15:09:57,827 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.915, mIoU: 0.511
2023-07-27 15:09:57,933 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.915, mIoU: 0.511
2023-07-27 15:09:58,038 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.917, mIoU: 0.512
2023-07-27 15:09:58,142 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.917, mIoU: 0.511
2023-07-27 15:09:58,246 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.918, mIoU: 0.518
2023-07-27 15:09:58,349 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.918, mIoU: 0.518
2023-07-27 15:09:58,453 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.917, mIoU: 0.517
2023-07-27 15:09:58,558 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.916, mIoU: 0.514
2023-07-27 15:09:58,661 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.915, mIoU: 0.511
2023-07-27 15:09:58,767 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.913, mIoU: 0.506
2023-07-27 15:09:58,878 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.912, mIoU: 0.504
2023-07-27 15:09:58,983 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.911, mIoU: 0.505
2023-07-27 15:09:59,087 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.912, mIoU: 0.506
2023-07-27 15:09:59,194 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.912, mIoU: 0.512
2023-07-27 15:09:59,303 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.912, mIoU: 0.511
2023-07-27 15:09:59,417 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.912, mIoU: 0.510
2023-07-27 15:09:59,525 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.910, mIoU: 0.510
2023-07-27 15:09:59,632 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.910, mIoU: 0.511
2023-07-27 15:09:59,742 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.910, mIoU: 0.510
2023-07-27 15:09:59,857 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.909, mIoU: 0.511
2023-07-27 15:09:59,971 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.908, mIoU: 0.511
2023-07-27 15:10:00,083 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.908, mIoU: 0.511
2023-07-27 15:10:00,192 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.906, mIoU: 0.509
2023-07-27 15:10:00,300 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.905, mIoU: 0.507
2023-07-27 15:10:00,407 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.905, mIoU: 0.506
2023-07-27 15:10:00,515 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.906, mIoU: 0.506
2023-07-27 15:10:00,624 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.906, mIoU: 0.506
2023-07-27 15:10:00,737 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.906, mIoU: 0.505
2023-07-27 15:10:00,850 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.906, mIoU: 0.504
2023-07-27 15:10:00,960 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.907, mIoU: 0.504
2023-07-27 15:10:01,067 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.907, mIoU: 0.505
2023-07-27 15:10:01,181 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.907, mIoU: 0.506
2023-07-27 15:10:01,297 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.907, mIoU: 0.506
2023-07-27 15:10:01,410 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.907, mIoU: 0.506
2023-07-27 15:10:01,521 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.907, mIoU: 0.507
2023-07-27 15:10:01,632 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.907, mIoU: 0.507
2023-07-27 15:10:01,744 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.907, mIoU: 0.510
2023-07-27 15:10:01,848 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.907, mIoU: 0.510
2023-07-27 15:10:01,958 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.907, mIoU: 0.509
2023-07-27 15:10:02,067 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.906, mIoU: 0.507
2023-07-27 15:10:02,175 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.904, mIoU: 0.505
2023-07-27 15:10:02,286 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.904, mIoU: 0.506
2023-07-27 15:10:02,399 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.904, mIoU: 0.507
2023-07-27 15:10:02,510 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.904, mIoU: 0.507
2023-07-27 15:10:02,623 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.904, mIoU: 0.506
2023-07-27 15:10:02,732 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.905, mIoU: 0.506
2023-07-27 15:10:02,839 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.905, mIoU: 0.505
2023-07-27 15:10:02,946 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.904, mIoU: 0.514
2023-07-27 15:10:03,053 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.904, mIoU: 0.514
2023-07-27 15:10:03,160 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.905, mIoU: 0.514
2023-07-27 15:10:03,266 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.906, mIoU: 0.514
2023-07-27 15:10:03,370 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.906, mIoU: 0.514
2023-07-27 15:10:03,475 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.905, mIoU: 0.513
2023-07-27 15:10:03,579 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.905, mIoU: 0.513
2023-07-27 15:10:03,684 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.905, mIoU: 0.515
2023-07-27 15:10:03,790 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.904, mIoU: 0.515
2023-07-27 15:10:03,895 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.903, mIoU: 0.515
2023-07-27 15:10:04,004 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.903, mIoU: 0.514
2023-07-27 15:10:04,109 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.903, mIoU: 0.515
2023-07-27 15:10:04,224 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.903, mIoU: 0.515
2023-07-27 15:10:04,340 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.904, mIoU: 0.515
2023-07-27 15:10:04,452 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.904, mIoU: 0.515
2023-07-27 15:10:04,563 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.904, mIoU: 0.515
2023-07-27 15:10:04,670 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.905, mIoU: 0.515
2023-07-27 15:10:04,779 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.905, mIoU: 0.515
2023-07-27 15:10:04,886 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.904, mIoU: 0.514
2023-07-27 15:10:04,992 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.904, mIoU: 0.514
2023-07-27 15:10:05,099 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.904, mIoU: 0.514
2023-07-27 15:10:05,202 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.904, mIoU: 0.514
2023-07-27 15:10:05,308 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.905, mIoU: 0.514
2023-07-27 15:10:05,412 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.905, mIoU: 0.514
2023-07-27 15:10:05,515 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.905, mIoU: 0.514
2023-07-27 15:10:05,619 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.905, mIoU: 0.515
2023-07-27 15:10:05,724 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.905, mIoU: 0.516
2023-07-27 15:10:05,828 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.904, mIoU: 0.514
2023-07-27 15:10:05,933 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.904, mIoU: 0.514
2023-07-27 15:10:06,042 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.904, mIoU: 0.513
2023-07-27 15:10:06,150 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.904, mIoU: 0.513
2023-07-27 15:10:06,258 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.904, mIoU: 0.513
2023-07-27 15:10:06,367 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.904, mIoU: 0.512
2023-07-27 15:10:06,477 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.903, mIoU: 0.511
2023-07-27 15:10:06,592 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.903, mIoU: 0.510
2023-07-27 15:10:06,702 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.902, mIoU: 0.510
2023-07-27 15:10:06,810 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.903, mIoU: 0.510
2023-07-27 15:10:06,920 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.903, mIoU: 0.510
2023-07-27 15:10:07,033 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.903, mIoU: 0.510
2023-07-27 15:10:07,146 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.904, mIoU: 0.510
2023-07-27 15:10:07,258 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.904, mIoU: 0.510
2023-07-27 15:10:07,365 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.904, mIoU: 0.509
2023-07-27 15:10:07,470 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.905, mIoU: 0.509
2023-07-27 15:10:07,574 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.905, mIoU: 0.509
2023-07-27 15:10:07,681 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.905, mIoU: 0.509
2023-07-27 15:10:07,787 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.905, mIoU: 0.509
2023-07-27 15:10:07,896 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.905, mIoU: 0.508
2023-07-27 15:10:08,008 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.904, mIoU: 0.507
2023-07-27 15:10:08,119 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.904, mIoU: 0.506
2023-07-27 15:10:08,227 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.904, mIoU: 0.507
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2023-07-27 15:10:30,249 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.909, mIoU: 0.503
2023-07-27 15:10:30,359 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.909, mIoU: 0.503
2023-07-27 15:10:30,470 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.909, mIoU: 0.503
2023-07-27 15:10:30,580 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.909, mIoU: 0.503
2023-07-27 15:10:30,691 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.909, mIoU: 0.503
2023-07-27 15:10:30,802 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.909, mIoU: 0.503
2023-07-27 15:10:30,907 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.910, mIoU: 0.504
2023-07-27 15:10:31,015 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.910, mIoU: 0.504
2023-07-27 15:10:31,120 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.910, mIoU: 0.504
2023-07-27 15:10:31,226 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.910, mIoU: 0.504
2023-07-27 15:10:31,329 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.910, mIoU: 0.504
2023-07-27 15:10:31,440 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.910, mIoU: 0.504
2023-07-27 15:10:31,550 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.910, mIoU: 0.505
2023-07-27 15:10:31,665 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.910, mIoU: 0.505
2023-07-27 15:10:31,784 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.910, mIoU: 0.505
2023-07-27 15:10:31,895 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.910, mIoU: 0.505
2023-07-27 15:10:32,003 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.911, mIoU: 0.505
2023-07-27 15:10:32,115 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.911, mIoU: 0.505
2023-07-27 15:10:32,226 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.911, mIoU: 0.506
2023-07-27 15:10:32,340 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.911, mIoU: 0.506
2023-07-27 15:10:32,453 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.911, mIoU: 0.506
2023-07-27 15:10:32,560 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.911, mIoU: 0.507
2023-07-27 15:10:32,668 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.911, mIoU: 0.507
2023-07-27 15:10:32,773 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.911, mIoU: 0.507
2023-07-27 15:10:32,883 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.911, mIoU: 0.507
2023-07-27 15:10:32,996 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.911, mIoU: 0.507
2023-07-27 15:10:33,106 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.911, mIoU: 0.507
2023-07-27 15:10:33,220 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.912, mIoU: 0.507
2023-07-27 15:10:33,332 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.912, mIoU: 0.508
2023-07-27 15:10:33,447 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.912, mIoU: 0.508
2023-07-27 15:10:33,561 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.912, mIoU: 0.508
2023-07-27 15:10:33,675 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.912, mIoU: 0.508
2023-07-27 15:10:33,780 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.912, mIoU: 0.508
2023-07-27 15:10:33,889 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.912, mIoU: 0.508
2023-07-27 15:10:33,996 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.912, mIoU: 0.508
2023-07-27 15:10:34,102 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.912, mIoU: 0.508
2023-07-27 15:10:34,209 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.913, mIoU: 0.508
2023-07-27 15:10:34,316 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.913, mIoU: 0.509
2023-07-27 15:10:34,422 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.913, mIoU: 0.510
2023-07-27 15:10:34,533 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.913, mIoU: 0.510
2023-07-27 15:10:34,651 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.913, mIoU: 0.510
2023-07-27 15:10:34,765 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.913, mIoU: 0.510
2023-07-27 15:10:34,878 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.913, mIoU: 0.510
2023-07-27 15:10:34,988 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.913, mIoU: 0.510
2023-07-27 15:10:35,098 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.913, mIoU: 0.510
2023-07-27 15:10:35,206 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.913, mIoU: 0.510
2023-07-27 15:10:35,313 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.913, mIoU: 0.510
2023-07-27 15:10:35,418 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.913, mIoU: 0.510
2023-07-27 15:10:35,525 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.913, mIoU: 0.510
2023-07-27 15:10:35,631 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.913, mIoU: 0.510
2023-07-27 15:10:35,736 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.913, mIoU: 0.511
2023-07-27 15:10:35,841 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.914, mIoU: 0.511
2023-07-27 15:10:35,953 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.914, mIoU: 0.511
2023-07-27 15:10:36,069 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.914, mIoU: 0.511
2023-07-27 15:10:36,185 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.914, mIoU: 0.511
2023-07-27 15:10:36,301 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.914, mIoU: 0.511
2023-07-27 15:10:36,415 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.914, mIoU: 0.511
2023-07-27 15:10:36,531 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.914, mIoU: 0.511
2023-07-27 15:10:36,646 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.914, mIoU: 0.511
2023-07-27 15:10:36,760 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.915, mIoU: 0.511
2023-07-27 15:10:36,872 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.915, mIoU: 0.511
2023-07-27 15:10:36,983 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.915, mIoU: 0.511
2023-07-27 15:10:37,097 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.915, mIoU: 0.511
2023-07-27 15:10:37,208 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.915, mIoU: 0.511
2023-07-27 15:10:37,321 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.915, mIoU: 0.512
2023-07-27 15:10:37,434 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.915, mIoU: 0.512
2023-07-27 15:10:37,550 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.915, mIoU: 0.512
2023-07-27 15:10:37,666 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.915, mIoU: 0.512
2023-07-27 15:10:37,781 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.916, mIoU: 0.512
2023-07-27 15:10:37,888 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.915, mIoU: 0.513
2023-07-27 15:10:38,000 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.915, mIoU: 0.512
2023-07-27 15:10:38,112 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.915, mIoU: 0.513
2023-07-27 15:10:38,222 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.916, mIoU: 0.513
2023-07-27 15:10:38,333 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.916, mIoU: 0.513
2023-07-27 15:10:38,445 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.916, mIoU: 0.513
2023-07-27 15:10:38,560 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.916, mIoU: 0.513
2023-07-27 15:10:38,674 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.916, mIoU: 0.513
2023-07-27 15:10:38,786 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.916, mIoU: 0.512
2023-07-27 15:10:38,898 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.916, mIoU: 0.512
2023-07-27 15:10:39,011 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.916, mIoU: 0.512
2023-07-27 15:10:39,118 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.916, mIoU: 0.513
2023-07-27 15:10:39,223 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.916, mIoU: 0.513
2023-07-27 15:10:39,328 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.916, mIoU: 0.513
2023-07-27 15:10:39,435 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.916, mIoU: 0.513
2023-07-27 15:10:39,546 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.917, mIoU: 0.513
2023-07-27 15:10:39,659 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.917, mIoU: 0.513
2023-07-27 15:10:39,778 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.917, mIoU: 0.513
2023-07-27 15:10:39,890 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.917, mIoU: 0.513
2023-07-27 15:10:40,003 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.917, mIoU: 0.513
2023-07-27 15:10:40,114 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.917, mIoU: 0.513
2023-07-27 15:10:40,224 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.917, mIoU: 0.513
2023-07-27 15:10:40,332 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.917, mIoU: 0.513
2023-07-27 15:10:40,438 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.917, mIoU: 0.513
2023-07-27 15:10:40,545 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.917, mIoU: 0.513
2023-07-27 15:10:40,651 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.917, mIoU: 0.513
2023-07-27 15:10:40,757 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.918, mIoU: 0.513
2023-07-27 15:10:40,871 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.918, mIoU: 0.513
2023-07-27 15:10:40,990 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.918, mIoU: 0.513
2023-07-27 15:10:41,107 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.918, mIoU: 0.513
2023-07-27 15:10:41,226 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.918, mIoU: 0.514
2023-07-27 15:10:41,345 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.918, mIoU: 0.513
2023-07-27 15:10:41,461 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.918, mIoU: 0.513
2023-07-27 15:10:41,576 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.918, mIoU: 0.513
2023-07-27 15:10:41,691 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.918, mIoU: 0.513
2023-07-27 15:10:41,804 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.918, mIoU: 0.513
2023-07-27 15:10:41,919 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.918, mIoU: 0.513
2023-07-27 15:10:42,034 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.918, mIoU: 0.513
2023-07-27 15:10:42,149 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.919, mIoU: 0.514
2023-07-27 15:10:42,262 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.919, mIoU: 0.513
2023-07-27 15:10:42,378 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.919, mIoU: 0.513
2023-07-27 15:10:42,491 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.919, mIoU: 0.513
2023-07-27 15:10:42,607 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.919, mIoU: 0.513
2023-07-27 15:10:42,723 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.919, mIoU: 0.513
2023-07-27 15:10:42,840 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.919, mIoU: 0.514
2023-07-27 15:10:42,952 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.919, mIoU: 0.514
2023-07-27 15:10:43,067 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.919, mIoU: 0.514
2023-07-27 15:10:43,181 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.919, mIoU: 0.514
2023-07-27 15:10:43,295 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.919, mIoU: 0.514
2023-07-27 15:10:43,404 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.919, mIoU: 0.515
2023-07-27 15:10:43,511 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.919, mIoU: 0.515
2023-07-27 15:10:43,627 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.919, mIoU: 0.515
2023-07-27 15:10:43,738 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.919, mIoU: 0.516
2023-07-27 15:10:43,848 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.919, mIoU: 0.516
2023-07-27 15:10:43,959 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.919, mIoU: 0.516
2023-07-27 15:10:44,072 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.919, mIoU: 0.516
2023-07-27 15:10:44,186 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.919, mIoU: 0.516
2023-07-27 15:10:44,300 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.919, mIoU: 0.516
2023-07-27 15:10:44,409 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.919, mIoU: 0.516
2023-07-27 15:10:44,519 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.919, mIoU: 0.516
2023-07-27 15:10:44,632 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.919, mIoU: 0.516
2023-07-27 15:10:44,741 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.919, mIoU: 0.516
2023-07-27 15:10:44,848 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.919, mIoU: 0.516
2023-07-27 15:10:44,954 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.919, mIoU: 0.516
2023-07-27 15:10:45,061 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.919, mIoU: 0.516
2023-07-27 15:10:45,172 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.919, mIoU: 0.516
2023-07-27 15:10:45,288 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.919, mIoU: 0.516
2023-07-27 15:10:45,396 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.919, mIoU: 0.516
2023-07-27 15:10:45,504 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.919, mIoU: 0.516
2023-07-27 15:10:45,611 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.919, mIoU: 0.516
2023-07-27 15:10:45,719 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.919, mIoU: 0.517
2023-07-27 15:10:45,826 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.919, mIoU: 0.516
2023-07-27 15:10:45,935 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.919, mIoU: 0.516
2023-07-27 15:10:46,048 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.919, mIoU: 0.517
2023-07-27 15:10:46,162 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.920, mIoU: 0.517
2023-07-27 15:10:46,275 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.920, mIoU: 0.517
2023-07-27 15:10:46,386 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.920, mIoU: 0.517
2023-07-27 15:10:46,490 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.920, mIoU: 0.518
2023-07-27 15:10:46,596 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.920, mIoU: 0.518
2023-07-27 15:10:46,701 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.920, mIoU: 0.518
2023-07-27 15:10:46,808 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.920, mIoU: 0.518
2023-07-27 15:10:46,916 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.920, mIoU: 0.518
2023-07-27 15:10:47,028 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.920, mIoU: 0.518
2023-07-27 15:10:47,143 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.920, mIoU: 0.519
2023-07-27 15:10:47,252 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.920, mIoU: 0.519
2023-07-27 15:10:47,362 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.920, mIoU: 0.519
2023-07-27 15:10:47,469 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.920, mIoU: 0.519
2023-07-27 15:10:47,577 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.920, mIoU: 0.519
2023-07-27 15:10:47,687 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.920, mIoU: 0.520
2023-07-27 15:10:47,792 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.920, mIoU: 0.520
2023-07-27 15:10:47,895 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.920, mIoU: 0.520
2023-07-27 15:11:21,085 semantic_segmentation INFO: Iters: 1610/150000 || Lr: 0.019807 || Task Loss: 0.4790 || KD Loss: 0.2662|| 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: 1:28:27 || Estimated Time: 5 days, 15:51:54
2023-07-27 15:11:53,789 semantic_segmentation INFO: Iters: 1620/150000 || Lr: 0.019806 || Task Loss: 0.3469 || KD Loss: 0.1756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:29:00 || Estimated Time: 5 days, 15:50:59
2023-07-27 15:12:26,540 semantic_segmentation INFO: Iters: 1630/150000 || Lr: 0.019804 || Task Loss: 0.3710 || KD Loss: 0.3246|| 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: 1:29:33 || Estimated Time: 5 days, 15:50:05
2023-07-27 15:12:59,394 semantic_segmentation INFO: Iters: 1640/150000 || Lr: 0.019803 || Task Loss: 0.4070 || KD Loss: 0.2077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:30:06 || Estimated Time: 5 days, 15:49:25
2023-07-27 15:13:32,161 semantic_segmentation INFO: Iters: 1650/150000 || Lr: 0.019802 || Task Loss: 0.4899 || KD Loss: 0.2529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1735|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:30:39 || Estimated Time: 5 days, 15:48:32
2023-07-27 15:14:04,907 semantic_segmentation INFO: Iters: 1660/150000 || Lr: 0.019801 || Task Loss: 0.4791 || KD Loss: 0.2372|| 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: 1:31:11 || Estimated Time: 5 days, 15:47:40
2023-07-27 15:14:37,467 semantic_segmentation INFO: Iters: 1670/150000 || Lr: 0.019800 || Task Loss: 0.3638 || KD Loss: 0.1636|| 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: 1:31:44 || Estimated Time: 5 days, 15:46:33
2023-07-27 15:15:10,094 semantic_segmentation INFO: Iters: 1680/150000 || Lr: 0.019798 || Task Loss: 0.4307 || KD Loss: 0.1870|| 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: 1:32:16 || Estimated Time: 5 days, 15:45:34
2023-07-27 15:15:42,653 semantic_segmentation INFO: Iters: 1690/150000 || Lr: 0.019797 || Task Loss: 0.3069 || KD Loss: 0.1343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1666|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:32:49 || Estimated Time: 5 days, 15:44:26
2023-07-27 15:16:15,189 semantic_segmentation INFO: Iters: 1700/150000 || Lr: 0.019796 || Task Loss: 0.4926 || KD Loss: 0.2427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:33:22 || Estimated Time: 5 days, 15:43:19
2023-07-27 15:16:47,646 semantic_segmentation INFO: Iters: 1710/150000 || Lr: 0.019795 || Task Loss: 0.4804 || KD Loss: 0.2303|| 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: 1:33:54 || Estimated Time: 5 days, 15:41:59
2023-07-27 15:17:20,225 semantic_segmentation INFO: Iters: 1720/150000 || Lr: 0.019794 || Task Loss: 0.4257 || KD Loss: 0.2004|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1760|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:34:27 || Estimated Time: 5 days, 15:40:55
2023-07-27 15:17:52,791 semantic_segmentation INFO: Iters: 1730/150000 || Lr: 0.019792 || Task Loss: 0.3955 || KD Loss: 0.1828|| 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: 1:34:59 || Estimated Time: 5 days, 15:39:50
2023-07-27 15:18:25,444 semantic_segmentation INFO: Iters: 1740/150000 || Lr: 0.019791 || Task Loss: 0.5562 || KD Loss: 0.3123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1840|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:35:32 || Estimated Time: 5 days, 15:38:52
2023-07-27 15:18:58,085 semantic_segmentation INFO: Iters: 1750/150000 || Lr: 0.019790 || Task Loss: 0.4038 || KD Loss: 0.2430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1740|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:36:04 || Estimated Time: 5 days, 15:37:55
2023-07-27 15:19:30,769 semantic_segmentation INFO: Iters: 1760/150000 || Lr: 0.019789 || Task Loss: 0.4310 || KD Loss: 0.2177|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:36:37 || Estimated Time: 5 days, 15:36:58
2023-07-27 15:20:03,492 semantic_segmentation INFO: Iters: 1770/150000 || Lr: 0.019788 || Task Loss: 0.5308 || KD Loss: 0.3073|| 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: 1:37:10 || Estimated Time: 5 days, 15:36:09
2023-07-27 15:20:36,240 semantic_segmentation INFO: Iters: 1780/150000 || Lr: 0.019786 || Task Loss: 0.5354 || KD Loss: 0.2293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:37:43 || Estimated Time: 5 days, 15:35:23
2023-07-27 15:21:09,066 semantic_segmentation INFO: Iters: 1790/150000 || Lr: 0.019785 || Task Loss: 0.4560 || KD Loss: 0.2379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1709|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:38:15 || Estimated Time: 5 days, 15:34:39
2023-07-27 15:21:41,796 semantic_segmentation INFO: Iters: 1800/150000 || Lr: 0.019784 || Task Loss: 0.4171 || KD Loss: 0.1571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:38:48 || Estimated Time: 5 days, 15:33:50
2023-07-27 15:22:14,514 semantic_segmentation INFO: Iters: 1810/150000 || Lr: 0.019783 || Task Loss: 0.4000 || KD Loss: 0.1873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1689|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:39:21 || Estimated Time: 5 days, 15:33:00
2023-07-27 15:22:47,156 semantic_segmentation INFO: Iters: 1820/150000 || Lr: 0.019782 || Task Loss: 0.2399 || KD Loss: 0.0963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:39:54 || Estimated Time: 5 days, 15:32:03
2023-07-27 15:23:19,849 semantic_segmentation INFO: Iters: 1830/150000 || Lr: 0.019780 || Task Loss: 0.3416 || KD Loss: 0.1592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:40:26 || Estimated Time: 5 days, 15:31:11
2023-07-27 15:23:52,399 semantic_segmentation INFO: Iters: 1840/150000 || Lr: 0.019779 || Task Loss: 0.4386 || KD Loss: 0.2028|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1720|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:40:59 || Estimated Time: 5 days, 15:30:08
2023-07-27 15:24:24,968 semantic_segmentation INFO: Iters: 1850/150000 || Lr: 0.019778 || Task Loss: 0.3291 || KD Loss: 0.1585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:41:31 || Estimated Time: 5 days, 15:29:07
2023-07-27 15:24:58,839 semantic_segmentation INFO: Iters: 1860/150000 || Lr: 0.019777 || Task Loss: 0.3971 || KD Loss: 0.1574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:42:05 || Estimated Time: 5 days, 15:29:50
2023-07-27 15:25:31,385 semantic_segmentation INFO: Iters: 1870/150000 || Lr: 0.019776 || Task Loss: 0.4453 || KD Loss: 0.2720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1662|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:42:38 || Estimated Time: 5 days, 15:28:47
2023-07-27 15:26:03,947 semantic_segmentation INFO: Iters: 1880/150000 || Lr: 0.019774 || Task Loss: 0.4995 || KD Loss: 0.2210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:43:10 || Estimated Time: 5 days, 15:27:46
2023-07-27 15:26:36,653 semantic_segmentation INFO: Iters: 1890/150000 || Lr: 0.019773 || Task Loss: 0.6853 || KD Loss: 0.3417|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:43:43 || Estimated Time: 5 days, 15:26:55
2023-07-27 15:27:09,317 semantic_segmentation INFO: Iters: 1900/150000 || Lr: 0.019772 || Task Loss: 0.4648 || KD Loss: 0.2264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1745|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:44:16 || Estimated Time: 5 days, 15:26:01
2023-07-27 15:27:42,048 semantic_segmentation INFO: Iters: 1910/150000 || Lr: 0.019771 || Task Loss: 0.5356 || KD Loss: 0.2874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:44:48 || Estimated Time: 5 days, 15:25:14
2023-07-27 15:28:14,770 semantic_segmentation INFO: Iters: 1920/150000 || Lr: 0.019770 || Task Loss: 0.2576 || KD Loss: 0.1374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:45:21 || Estimated Time: 5 days, 15:24:26
2023-07-27 15:28:47,548 semantic_segmentation INFO: Iters: 1930/150000 || Lr: 0.019768 || Task Loss: 0.6498 || KD Loss: 0.3325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:45:54 || Estimated Time: 5 days, 15:23:42
2023-07-27 15:29:20,343 semantic_segmentation INFO: Iters: 1940/150000 || Lr: 0.019767 || Task Loss: 0.4703 || KD Loss: 0.2219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1649|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:46:27 || Estimated Time: 5 days, 15:22:59
2023-07-27 15:29:53,075 semantic_segmentation INFO: Iters: 1950/150000 || Lr: 0.019766 || Task Loss: 0.3954 || KD Loss: 0.1777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1506|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:46:59 || Estimated Time: 5 days, 15:22:12
2023-07-27 15:30:25,794 semantic_segmentation INFO: Iters: 1960/150000 || Lr: 0.019765 || Task Loss: 0.5246 || KD Loss: 0.2450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1643|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:47:32 || Estimated Time: 5 days, 15:21:29
2023-07-27 15:30:58,437 semantic_segmentation INFO: Iters: 1970/150000 || Lr: 0.019764 || Task Loss: 0.3563 || KD Loss: 0.1937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:48:05 || Estimated Time: 5 days, 15:20:30
2023-07-27 15:31:31,142 semantic_segmentation INFO: Iters: 1980/150000 || Lr: 0.019762 || Task Loss: 0.2997 || KD Loss: 0.1198|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1694|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:48:37 || Estimated Time: 5 days, 15:19:43
2023-07-27 15:32:03,711 semantic_segmentation INFO: Iters: 1990/150000 || Lr: 0.019761 || Task Loss: 0.4088 || KD Loss: 0.2304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:49:10 || Estimated Time: 5 days, 15:18:44
2023-07-27 15:32:36,328 semantic_segmentation INFO: Iters: 2000/150000 || Lr: 0.019760 || Task Loss: 0.3638 || KD Loss: 0.1850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1691|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:49:43 || Estimated Time: 5 days, 15:17:50
2023-07-27 15:33:09,063 semantic_segmentation INFO: Iters: 2010/150000 || Lr: 0.019759 || Task Loss: 0.9095 || KD Loss: 0.5349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1810|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:50:15 || Estimated Time: 5 days, 15:17:03
2023-07-27 15:33:41,748 semantic_segmentation INFO: Iters: 2020/150000 || Lr: 0.019758 || Task Loss: 0.4481 || KD Loss: 0.2011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1551|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:50:48 || Estimated Time: 5 days, 15:16:17
2023-07-27 15:34:14,468 semantic_segmentation INFO: Iters: 2030/150000 || Lr: 0.019756 || Task Loss: 0.6661 || KD Loss: 0.3478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1641|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:51:21 || Estimated Time: 5 days, 15:15:28
2023-07-27 15:34:47,339 semantic_segmentation INFO: Iters: 2040/150000 || Lr: 0.019755 || Task Loss: 0.5375 || KD Loss: 0.2552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1733|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:51:54 || Estimated Time: 5 days, 15:14:44
2023-07-27 15:35:20,203 semantic_segmentation INFO: Iters: 2050/150000 || Lr: 0.019754 || Task Loss: 0.4523 || KD Loss: 0.2141|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1580|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:52:27 || Estimated Time: 5 days, 15:14:14
2023-07-27 15:35:52,975 semantic_segmentation INFO: Iters: 2060/150000 || Lr: 0.019753 || Task Loss: 0.4034 || KD Loss: 0.1918|| 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: 1:52:59 || Estimated Time: 5 days, 15:13:32
2023-07-27 15:36:25,760 semantic_segmentation INFO: Iters: 2070/150000 || Lr: 0.019752 || Task Loss: 0.3686 || KD Loss: 0.1691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:53:32 || Estimated Time: 5 days, 15:12:52
2023-07-27 15:36:58,513 semantic_segmentation INFO: Iters: 2080/150000 || Lr: 0.019750 || Task Loss: 0.4251 || KD Loss: 0.2215|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:54:05 || Estimated Time: 5 days, 15:12:08
2023-07-27 15:37:31,289 semantic_segmentation INFO: Iters: 2090/150000 || Lr: 0.019749 || Task Loss: 0.5721 || KD Loss: 0.2807|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1586|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:54:38 || Estimated Time: 5 days, 15:11:26
2023-07-27 15:38:04,054 semantic_segmentation INFO: Iters: 2100/150000 || Lr: 0.019748 || Task Loss: 0.3785 || KD Loss: 0.1865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1601|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:55:10 || Estimated Time: 5 days, 15:10:44
2023-07-27 15:38:36,802 semantic_segmentation INFO: Iters: 2110/150000 || Lr: 0.019747 || Task Loss: 0.3575 || KD Loss: 0.1837|| 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: 1:55:43 || Estimated Time: 5 days, 15:09:59
2023-07-27 15:39:09,579 semantic_segmentation INFO: Iters: 2120/150000 || Lr: 0.019746 || Task Loss: 0.2844 || KD Loss: 0.1121|| 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: 1:56:16 || Estimated Time: 5 days, 15:09:18
2023-07-27 15:39:42,293 semantic_segmentation INFO: Iters: 2130/150000 || Lr: 0.019744 || Task Loss: 0.3559 || KD Loss: 0.2125|| 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: 1:56:49 || Estimated Time: 5 days, 15:08:33
2023-07-27 15:40:15,115 semantic_segmentation INFO: Iters: 2140/150000 || Lr: 0.019743 || Task Loss: 0.4472 || KD Loss: 0.2764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1671|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:57:21 || Estimated Time: 5 days, 15:07:53
2023-07-27 15:40:47,796 semantic_segmentation INFO: Iters: 2150/150000 || Lr: 0.019742 || Task Loss: 0.5353 || KD Loss: 0.2234|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1795|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:57:54 || Estimated Time: 5 days, 15:07:09
2023-07-27 15:41:20,574 semantic_segmentation INFO: Iters: 2160/150000 || Lr: 0.019741 || Task Loss: 0.4829 || KD Loss: 0.2439|| 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: 1:58:27 || Estimated Time: 5 days, 15:06:25
2023-07-27 15:41:53,316 semantic_segmentation INFO: Iters: 2170/150000 || Lr: 0.019740 || Task Loss: 0.7141 || KD Loss: 0.3871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:59:00 || Estimated Time: 5 days, 15:05:41
2023-07-27 15:42:25,982 semantic_segmentation INFO: Iters: 2180/150000 || Lr: 0.019738 || Task Loss: 0.2893 || KD Loss: 0.1291|| 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: 1:59:32 || Estimated Time: 5 days, 15:04:53
2023-07-27 15:42:58,708 semantic_segmentation INFO: Iters: 2190/150000 || Lr: 0.019737 || Task Loss: 0.5310 || KD Loss: 0.2219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1708|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:00:05 || Estimated Time: 5 days, 15:04:08
2023-07-27 15:43:31,495 semantic_segmentation INFO: Iters: 2200/150000 || Lr: 0.019736 || Task Loss: 0.4007 || KD Loss: 0.1792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1627|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:00:38 || Estimated Time: 5 days, 15:03:29
2023-07-27 15:44:04,279 semantic_segmentation INFO: Iters: 2210/150000 || Lr: 0.019735 || Task Loss: 0.4498 || KD Loss: 0.1835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:01:11 || Estimated Time: 5 days, 15:02:49
2023-07-27 15:44:37,047 semantic_segmentation INFO: Iters: 2220/150000 || Lr: 0.019734 || Task Loss: 0.3110 || KD Loss: 0.1588|| 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: 2:01:43 || Estimated Time: 5 days, 15:02:06
2023-07-27 15:45:09,821 semantic_segmentation INFO: Iters: 2230/150000 || Lr: 0.019732 || Task Loss: 0.2659 || KD Loss: 0.1235|| 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: 2:02:16 || Estimated Time: 5 days, 15:01:26
2023-07-27 15:45:42,588 semantic_segmentation INFO: Iters: 2240/150000 || Lr: 0.019731 || Task Loss: 0.4134 || KD Loss: 0.1733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:02:49 || Estimated Time: 5 days, 15:00:45
2023-07-27 15:46:15,371 semantic_segmentation INFO: Iters: 2250/150000 || Lr: 0.019730 || Task Loss: 0.3618 || KD Loss: 0.1926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:03:22 || Estimated Time: 5 days, 15:00:03
2023-07-27 15:46:48,052 semantic_segmentation INFO: Iters: 2260/150000 || Lr: 0.019729 || Task Loss: 0.3472 || KD Loss: 0.1721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1681|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:03:54 || Estimated Time: 5 days, 14:59:16
2023-07-27 15:47:20,809 semantic_segmentation INFO: Iters: 2270/150000 || Lr: 0.019728 || Task Loss: 0.3428 || KD Loss: 0.1569|| 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: 2:04:27 || Estimated Time: 5 days, 14:58:35
2023-07-27 15:47:53,542 semantic_segmentation INFO: Iters: 2280/150000 || Lr: 0.019726 || Task Loss: 0.5423 || KD Loss: 0.2145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1729|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:05:00 || Estimated Time: 5 days, 14:57:50
2023-07-27 15:48:27,413 semantic_segmentation INFO: Iters: 2290/150000 || Lr: 0.019725 || Task Loss: 0.3609 || KD Loss: 0.1628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1621|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:05:34 || Estimated Time: 5 days, 14:58:22
2023-07-27 15:49:00,109 semantic_segmentation INFO: Iters: 2300/150000 || Lr: 0.019724 || Task Loss: 0.3736 || KD Loss: 0.1763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:06:06 || Estimated Time: 5 days, 14:57:36
2023-07-27 15:49:32,950 semantic_segmentation INFO: Iters: 2310/150000 || Lr: 0.019723 || Task Loss: 0.3650 || KD Loss: 0.1662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:06:39 || Estimated Time: 5 days, 14:56:59
2023-07-27 15:50:05,642 semantic_segmentation INFO: Iters: 2320/150000 || Lr: 0.019722 || Task Loss: 0.3999 || KD Loss: 0.1563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1565|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:07:12 || Estimated Time: 5 days, 14:56:14
2023-07-27 15:50:38,324 semantic_segmentation INFO: Iters: 2330/150000 || Lr: 0.019720 || Task Loss: 0.4803 || KD Loss: 0.2013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:07:45 || Estimated Time: 5 days, 14:55:28
2023-07-27 15:51:11,095 semantic_segmentation INFO: Iters: 2340/150000 || Lr: 0.019719 || Task Loss: 0.7155 || KD Loss: 0.3257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:08:17 || Estimated Time: 5 days, 14:54:47
2023-07-27 15:51:43,996 semantic_segmentation INFO: Iters: 2350/150000 || Lr: 0.019718 || Task Loss: 0.3327 || KD Loss: 0.1593|| 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: 2:08:50 || Estimated Time: 5 days, 14:54:16
2023-07-27 15:52:16,742 semantic_segmentation INFO: Iters: 2360/150000 || Lr: 0.019717 || Task Loss: 0.4399 || KD Loss: 0.2182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1525|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:09:23 || Estimated Time: 5 days, 14:53:32
2023-07-27 15:52:49,507 semantic_segmentation INFO: Iters: 2370/150000 || Lr: 0.019715 || Task Loss: 0.5362 || KD Loss: 0.2430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1638|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:09:56 || Estimated Time: 5 days, 14:52:55
2023-07-27 15:53:22,228 semantic_segmentation INFO: Iters: 2380/150000 || Lr: 0.019714 || Task Loss: 0.7039 || KD Loss: 0.3775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1659|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:10:29 || Estimated Time: 5 days, 14:52:10
2023-07-27 15:53:55,048 semantic_segmentation INFO: Iters: 2390/150000 || Lr: 0.019713 || Task Loss: 0.6142 || KD Loss: 0.2859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:11:01 || Estimated Time: 5 days, 14:51:31
2023-07-27 15:54:27,808 semantic_segmentation INFO: Iters: 2400/150000 || Lr: 0.019712 || Task Loss: 0.3475 || KD Loss: 0.1505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1674|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:11:34 || Estimated Time: 5 days, 14:50:50
2023-07-27 15:54:27,884 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-27 15:54:28,691 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.926, mIoU: 0.349
2023-07-27 15:54:29,422 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.927, mIoU: 0.330
2023-07-27 15:54:29,527 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.930, mIoU: 0.354
2023-07-27 15:54:29,637 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.929, mIoU: 0.372
2023-07-27 15:54:29,740 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.934, mIoU: 0.372
2023-07-27 15:54:29,852 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.937, mIoU: 0.376
2023-07-27 15:54:29,957 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.936, mIoU: 0.396
2023-07-27 15:54:30,060 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.937, mIoU: 0.416
2023-07-27 15:54:30,165 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.937, mIoU: 0.424
2023-07-27 15:54:30,273 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.929, mIoU: 0.418
2023-07-27 15:54:30,381 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.928, mIoU: 0.420
2023-07-27 15:54:30,489 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.918, mIoU: 0.454
2023-07-27 15:54:30,602 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.914, mIoU: 0.443
2023-07-27 15:54:30,709 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.902, mIoU: 0.430
2023-07-27 15:54:30,814 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.894, mIoU: 0.426
2023-07-27 15:54:30,922 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.893, mIoU: 0.422
2023-07-27 15:54:31,031 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.894, mIoU: 0.423
2023-07-27 15:54:31,140 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.895, mIoU: 0.425
2023-07-27 15:54:31,252 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.892, mIoU: 0.436
2023-07-27 15:54:31,364 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.893, mIoU: 0.444
2023-07-27 15:54:31,474 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.891, mIoU: 0.446
2023-07-27 15:54:31,582 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.882, mIoU: 0.439
2023-07-27 15:54:31,692 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.883, mIoU: 0.438
2023-07-27 15:54:31,795 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.881, mIoU: 0.443
2023-07-27 15:54:31,898 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.879, mIoU: 0.461
2023-07-27 15:54:32,003 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.880, mIoU: 0.464
2023-07-27 15:54:32,106 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.880, mIoU: 0.461
2023-07-27 15:54:32,210 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.880, mIoU: 0.460
2023-07-27 15:54:32,313 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.877, mIoU: 0.456
2023-07-27 15:54:32,418 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.875, mIoU: 0.452
2023-07-27 15:54:32,522 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.876, mIoU: 0.451
2023-07-27 15:54:32,631 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.877, mIoU: 0.452
2023-07-27 15:54:32,745 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.879, mIoU: 0.454
2023-07-27 15:54:32,862 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.879, mIoU: 0.455
2023-07-27 15:54:32,969 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.879, mIoU: 0.457
2023-07-27 15:54:33,078 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.880, mIoU: 0.456
2023-07-27 15:54:33,187 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.880, mIoU: 0.456
2023-07-27 15:54:33,298 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.878, mIoU: 0.455
2023-07-27 15:54:33,409 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.878, mIoU: 0.456
2023-07-27 15:54:33,518 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.879, mIoU: 0.456
2023-07-27 15:54:33,622 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.879, mIoU: 0.456
2023-07-27 15:54:33,732 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.878, mIoU: 0.455
2023-07-27 15:54:33,837 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.879, mIoU: 0.456
2023-07-27 15:54:33,944 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.880, mIoU: 0.455
2023-07-27 15:54:34,050 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.881, mIoU: 0.453
2023-07-27 15:54:34,157 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.882, mIoU: 0.453
2023-07-27 15:54:34,264 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.883, mIoU: 0.454
2023-07-27 15:54:34,369 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.884, mIoU: 0.453
2023-07-27 15:54:34,474 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.885, mIoU: 0.458
2023-07-27 15:54:34,583 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.885, mIoU: 0.460
2023-07-27 15:54:34,694 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.885, mIoU: 0.459
2023-07-27 15:54:34,803 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.884, mIoU: 0.460
2023-07-27 15:54:34,914 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.884, mIoU: 0.460
2023-07-27 15:54:35,027 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.883, mIoU: 0.456
2023-07-27 15:54:35,139 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.882, mIoU: 0.455
2023-07-27 15:54:35,250 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.882, mIoU: 0.455
2023-07-27 15:54:35,361 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.883, mIoU: 0.456
2023-07-27 15:54:35,471 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.884, mIoU: 0.461
2023-07-27 15:54:35,578 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.883, mIoU: 0.464
2023-07-27 15:54:35,683 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.882, mIoU: 0.463
2023-07-27 15:54:35,791 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.883, mIoU: 0.467
2023-07-27 15:54:35,896 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.883, mIoU: 0.468
2023-07-27 15:54:36,005 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.881, mIoU: 0.465
2023-07-27 15:54:36,116 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.880, mIoU: 0.467
2023-07-27 15:54:36,232 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.880, mIoU: 0.468
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2023-07-27 15:54:36,456 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.879, mIoU: 0.466
2023-07-27 15:54:36,568 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.879, mIoU: 0.467
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2023-07-27 15:54:36,797 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.880, mIoU: 0.467
2023-07-27 15:54:36,910 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.881, mIoU: 0.467
2023-07-27 15:54:37,025 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.882, mIoU: 0.467
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2023-07-27 15:54:37,791 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.878, mIoU: 0.465
2023-07-27 15:54:37,899 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.878, mIoU: 0.465
2023-07-27 15:54:38,008 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.877, mIoU: 0.467
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2023-07-27 15:54:38,225 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.877, mIoU: 0.466
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2023-07-27 15:54:38,433 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.875, mIoU: 0.462
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2023-07-27 15:54:38,742 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.876, mIoU: 0.464
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2023-07-27 15:54:38,949 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.876, mIoU: 0.464
2023-07-27 15:54:39,052 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.877, mIoU: 0.464
2023-07-27 15:54:39,155 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.876, mIoU: 0.472
2023-07-27 15:54:39,259 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.876, mIoU: 0.472
2023-07-27 15:54:39,364 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.877, mIoU: 0.472
2023-07-27 15:54:39,471 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.878, mIoU: 0.473
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2023-07-27 15:54:40,098 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.875, mIoU: 0.473
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2023-07-27 15:54:40,986 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.877, mIoU: 0.473
2023-07-27 15:54:41,100 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.877, mIoU: 0.472
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2023-07-27 15:54:42,873 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.873, mIoU: 0.466
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2023-07-27 15:54:57,653 semantic_segmentation INFO: Sample: 261, Validation pixAcc: 0.878, mIoU: 0.460
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2023-07-27 15:54:58,627 semantic_segmentation INFO: Sample: 270, Validation pixAcc: 0.877, mIoU: 0.459
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2023-07-27 15:54:59,750 semantic_segmentation INFO: Sample: 280, Validation pixAcc: 0.875, mIoU: 0.459
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2023-07-27 15:55:01,182 semantic_segmentation INFO: Sample: 293, Validation pixAcc: 0.872, mIoU: 0.456
2023-07-27 15:55:01,286 semantic_segmentation INFO: Sample: 294, Validation pixAcc: 0.871, mIoU: 0.456
2023-07-27 15:55:01,389 semantic_segmentation INFO: Sample: 295, Validation pixAcc: 0.870, mIoU: 0.455
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2023-07-27 15:55:01,596 semantic_segmentation INFO: Sample: 297, Validation pixAcc: 0.869, mIoU: 0.454
2023-07-27 15:55:01,701 semantic_segmentation INFO: Sample: 298, Validation pixAcc: 0.870, mIoU: 0.454
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2023-07-27 15:55:01,909 semantic_segmentation INFO: Sample: 300, Validation pixAcc: 0.870, mIoU: 0.454
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2023-07-27 15:55:02,769 semantic_segmentation INFO: Sample: 308, Validation pixAcc: 0.868, mIoU: 0.453
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2023-07-27 15:55:03,101 semantic_segmentation INFO: Sample: 311, Validation pixAcc: 0.868, mIoU: 0.452
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2023-07-27 15:55:03,313 semantic_segmentation INFO: Sample: 313, Validation pixAcc: 0.867, mIoU: 0.451
2023-07-27 15:55:03,416 semantic_segmentation INFO: Sample: 314, Validation pixAcc: 0.866, mIoU: 0.451
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2023-07-27 15:55:03,621 semantic_segmentation INFO: Sample: 316, Validation pixAcc: 0.865, mIoU: 0.450
2023-07-27 15:55:03,723 semantic_segmentation INFO: Sample: 317, Validation pixAcc: 0.866, mIoU: 0.450
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2023-07-27 15:55:04,139 semantic_segmentation INFO: Sample: 321, Validation pixAcc: 0.864, mIoU: 0.448
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2023-07-27 15:55:04,451 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.863, mIoU: 0.447
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2023-07-27 15:55:04,659 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.862, mIoU: 0.446
2023-07-27 15:55:04,763 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.862, mIoU: 0.447
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2023-07-27 15:55:06,606 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.866, mIoU: 0.450
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2023-07-27 15:55:07,542 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.867, mIoU: 0.451
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2023-07-27 15:55:08,227 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.868, mIoU: 0.453
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2023-07-27 15:55:08,682 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.867, mIoU: 0.454
2023-07-27 15:55:08,795 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.867, mIoU: 0.454
2023-07-27 15:55:08,910 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.868, mIoU: 0.454
2023-07-27 15:55:09,025 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.868, mIoU: 0.455
2023-07-27 15:55:09,138 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.868, mIoU: 0.455
2023-07-27 15:55:09,249 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.868, mIoU: 0.456
2023-07-27 15:55:09,359 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.868, mIoU: 0.456
2023-07-27 15:55:09,470 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.868, mIoU: 0.456
2023-07-27 15:55:09,580 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.869, mIoU: 0.456
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2023-07-27 15:55:11,802 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.871, mIoU: 0.460
2023-07-27 15:55:11,916 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.871, mIoU: 0.460
2023-07-27 15:55:12,028 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.871, mIoU: 0.460
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2023-07-27 15:55:12,346 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.871, mIoU: 0.461
2023-07-27 15:55:12,452 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.872, mIoU: 0.461
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2023-07-27 15:55:12,981 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.873, mIoU: 0.461
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2023-07-27 15:55:15,424 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.875, mIoU: 0.465
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2023-07-27 15:55:18,421 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.877, mIoU: 0.466
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2023-07-27 15:55:18,869 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.878, mIoU: 0.466
2023-07-27 15:55:18,977 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.878, mIoU: 0.468
2023-07-27 15:55:19,084 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.878, mIoU: 0.468
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2023-07-27 15:55:19,506 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.877, mIoU: 0.469
2023-07-27 15:55:19,612 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.877, mIoU: 0.469
2023-07-27 15:55:19,717 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.878, mIoU: 0.470
2023-07-27 15:55:19,823 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.877, mIoU: 0.469
2023-07-27 15:55:19,927 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.877, mIoU: 0.469
2023-07-27 15:55:20,031 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.877, mIoU: 0.469
2023-07-27 15:55:20,137 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.877, mIoU: 0.469
2023-07-27 15:55:20,243 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.877, mIoU: 0.470
2023-07-27 15:55:20,348 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.877, mIoU: 0.470
2023-07-27 15:55:20,454 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.877, mIoU: 0.470
2023-07-27 15:55:20,561 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.877, mIoU: 0.470
2023-07-27 15:55:20,671 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.877, mIoU: 0.470
2023-07-27 15:55:20,785 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.878, mIoU: 0.470
2023-07-27 15:55:20,898 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.878, mIoU: 0.470
2023-07-27 15:55:21,007 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.878, mIoU: 0.470
2023-07-27 15:55:21,119 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.878, mIoU: 0.470
2023-07-27 15:55:21,229 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.878, mIoU: 0.470
2023-07-27 15:55:21,337 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.878, mIoU: 0.470
2023-07-27 15:55:21,446 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.878, mIoU: 0.470
2023-07-27 15:55:21,551 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.879, mIoU: 0.470
2023-07-27 15:55:21,657 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.879, mIoU: 0.470
2023-07-27 15:55:21,763 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.879, mIoU: 0.470
2023-07-27 15:55:21,868 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.879, mIoU: 0.470
2023-07-27 15:55:21,976 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.879, mIoU: 0.470
2023-07-27 15:55:22,085 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.879, mIoU: 0.471
2023-07-27 15:55:22,195 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.879, mIoU: 0.471
2023-07-27 15:55:22,309 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.879, mIoU: 0.470
2023-07-27 15:55:22,428 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.879, mIoU: 0.471
2023-07-27 15:55:22,539 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.879, mIoU: 0.471
2023-07-27 15:55:22,647 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.879, mIoU: 0.471
2023-07-27 15:55:22,758 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.879, mIoU: 0.471
2023-07-27 15:55:22,869 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.879, mIoU: 0.471
2023-07-27 15:55:22,982 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.879, mIoU: 0.471
2023-07-27 15:55:23,094 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.879, mIoU: 0.472
2023-07-27 15:55:23,201 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.879, mIoU: 0.472
2023-07-27 15:55:23,307 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.879, mIoU: 0.472
2023-07-27 15:55:23,413 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.879, mIoU: 0.472
2023-07-27 15:55:23,520 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.879, mIoU: 0.472
2023-07-27 15:55:23,626 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.879, mIoU: 0.472
2023-07-27 15:55:23,738 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.880, mIoU: 0.472
2023-07-27 15:55:23,853 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.880, mIoU: 0.472
2023-07-27 15:55:57,154 semantic_segmentation INFO: Iters: 2410/150000 || Lr: 0.019711 || Task Loss: 0.3458 || KD Loss: 0.2173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:13:04 || Estimated Time: 5 days, 15:47:55
2023-07-27 15:56:29,754 semantic_segmentation INFO: Iters: 2420/150000 || Lr: 0.019709 || Task Loss: 0.3108 || KD Loss: 0.1581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1500|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:13:36 || Estimated Time: 5 days, 15:46:50
2023-07-27 15:57:02,452 semantic_segmentation INFO: Iters: 2430/150000 || Lr: 0.019708 || Task Loss: 0.3912 || KD Loss: 0.1938|| 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: 2:14:09 || Estimated Time: 5 days, 15:45:51
2023-07-27 15:57:35,012 semantic_segmentation INFO: Iters: 2440/150000 || Lr: 0.019707 || Task Loss: 0.4810 || KD Loss: 0.2302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:14:41 || Estimated Time: 5 days, 15:44:44
2023-07-27 15:58:07,629 semantic_segmentation INFO: Iters: 2450/150000 || Lr: 0.019706 || Task Loss: 0.4288 || KD Loss: 0.1889|| 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: 2:15:14 || Estimated Time: 5 days, 15:43:41
2023-07-27 15:58:40,233 semantic_segmentation INFO: Iters: 2460/150000 || Lr: 0.019705 || Task Loss: 0.3720 || KD Loss: 0.1677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:15:47 || Estimated Time: 5 days, 15:42:39
2023-07-27 15:59:13,000 semantic_segmentation INFO: Iters: 2470/150000 || Lr: 0.019703 || Task Loss: 0.4240 || KD Loss: 0.1931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1594|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:16:19 || Estimated Time: 5 days, 15:41:43
2023-07-27 15:59:45,723 semantic_segmentation INFO: Iters: 2480/150000 || Lr: 0.019702 || Task Loss: 0.3319 || KD Loss: 0.1817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1668|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:16:52 || Estimated Time: 5 days, 15:40:47
2023-07-27 16:00:18,514 semantic_segmentation INFO: Iters: 2490/150000 || Lr: 0.019701 || Task Loss: 0.3398 || KD Loss: 0.1513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:17:25 || Estimated Time: 5 days, 15:39:54
2023-07-27 16:00:51,306 semantic_segmentation INFO: Iters: 2500/150000 || Lr: 0.019700 || Task Loss: 0.3599 || KD Loss: 0.1449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1579|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:17:58 || Estimated Time: 5 days, 15:39:02
2023-07-27 16:01:24,068 semantic_segmentation INFO: Iters: 2510/150000 || Lr: 0.019699 || Task Loss: 0.3831 || KD Loss: 0.1610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1654|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:18:30 || Estimated Time: 5 days, 15:38:10
2023-07-27 16:01:56,760 semantic_segmentation INFO: Iters: 2520/150000 || Lr: 0.019697 || Task Loss: 0.3657 || KD Loss: 0.1448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1556|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:19:03 || Estimated Time: 5 days, 15:37:12
2023-07-27 16:02:29,329 semantic_segmentation INFO: Iters: 2530/150000 || Lr: 0.019696 || Task Loss: 0.4786 || KD Loss: 0.2056|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1604|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:19:36 || Estimated Time: 5 days, 15:36:07
2023-07-27 16:03:01,954 semantic_segmentation INFO: Iters: 2540/150000 || Lr: 0.019695 || Task Loss: 0.2552 || KD Loss: 0.1167|| 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: 2:20:08 || Estimated Time: 5 days, 15:35:09
2023-07-27 16:03:34,603 semantic_segmentation INFO: Iters: 2550/150000 || Lr: 0.019694 || Task Loss: 0.3453 || KD Loss: 0.1639|| 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: 2:20:41 || Estimated Time: 5 days, 15:34:08
2023-07-27 16:04:07,303 semantic_segmentation INFO: Iters: 2560/150000 || Lr: 0.019693 || Task Loss: 0.3227 || KD Loss: 0.1337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1625|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:21:14 || Estimated Time: 5 days, 15:33:11
2023-07-27 16:04:40,055 semantic_segmentation INFO: Iters: 2570/150000 || Lr: 0.019691 || Task Loss: 0.3339 || KD Loss: 0.1245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1595|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:21:46 || Estimated Time: 5 days, 15:32:19
2023-07-27 16:05:12,764 semantic_segmentation INFO: Iters: 2580/150000 || Lr: 0.019690 || Task Loss: 0.2880 || KD Loss: 0.1263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1617|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:22:19 || Estimated Time: 5 days, 15:31:23
2023-07-27 16:05:45,302 semantic_segmentation INFO: Iters: 2590/150000 || Lr: 0.019689 || Task Loss: 0.4244 || KD Loss: 0.1796|| 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: 2:22:52 || Estimated Time: 5 days, 15:30:19
2023-07-27 16:06:18,061 semantic_segmentation INFO: Iters: 2600/150000 || Lr: 0.019688 || Task Loss: 0.3730 || KD Loss: 0.2122|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1517|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:23:24 || Estimated Time: 5 days, 15:29:29
2023-07-27 16:06:50,836 semantic_segmentation INFO: Iters: 2610/150000 || Lr: 0.019687 || Task Loss: 0.3888 || KD Loss: 0.1680|| 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: 2:23:57 || Estimated Time: 5 days, 15:28:37
2023-07-27 16:07:23,635 semantic_segmentation INFO: Iters: 2620/150000 || Lr: 0.019685 || Task Loss: 0.2730 || KD Loss: 0.1112|| 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: 2:24:30 || Estimated Time: 5 days, 15:27:46
2023-07-27 16:07:56,485 semantic_segmentation INFO: Iters: 2630/150000 || Lr: 0.019684 || Task Loss: 0.3975 || KD Loss: 0.2093|| 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: 2:25:03 || Estimated Time: 5 days, 15:26:59
2023-07-27 16:08:29,229 semantic_segmentation INFO: Iters: 2640/150000 || Lr: 0.019683 || Task Loss: 0.4158 || KD Loss: 0.1703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1568|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:25:36 || Estimated Time: 5 days, 15:26:08
2023-07-27 16:09:02,211 semantic_segmentation INFO: Iters: 2650/150000 || Lr: 0.019682 || Task Loss: 0.5747 || KD Loss: 0.3354|| 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: 2:26:09 || Estimated Time: 5 days, 15:25:28
2023-07-27 16:09:34,894 semantic_segmentation INFO: Iters: 2660/150000 || Lr: 0.019681 || Task Loss: 0.4060 || KD Loss: 0.1630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:26:41 || Estimated Time: 5 days, 15:24:33
2023-07-27 16:10:07,669 semantic_segmentation INFO: Iters: 2670/150000 || Lr: 0.019679 || Task Loss: 0.2619 || KD Loss: 0.1274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:27:14 || Estimated Time: 5 days, 15:23:43
2023-07-27 16:10:40,440 semantic_segmentation INFO: Iters: 2680/150000 || Lr: 0.019678 || Task Loss: 0.4667 || KD Loss: 0.1990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:27:47 || Estimated Time: 5 days, 15:22:52
2023-07-27 16:11:13,735 semantic_segmentation INFO: Iters: 2690/150000 || Lr: 0.019677 || Task Loss: 0.3983 || KD Loss: 0.1764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1493|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:28:20 || Estimated Time: 5 days, 15:22:28
2023-07-27 16:11:47,285 semantic_segmentation INFO: Iters: 2700/150000 || Lr: 0.019676 || Task Loss: 0.4352 || KD Loss: 0.1831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1566|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:28:54 || Estimated Time: 5 days, 15:22:22
2023-07-27 16:12:19,965 semantic_segmentation INFO: Iters: 2710/150000 || Lr: 0.019675 || Task Loss: 0.3786 || KD Loss: 0.1492|| 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: 2:29:26 || Estimated Time: 5 days, 15:21:28
2023-07-27 16:12:52,740 semantic_segmentation INFO: Iters: 2720/150000 || Lr: 0.019673 || Task Loss: 0.5261 || KD Loss: 0.2312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1680|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:29:59 || Estimated Time: 5 days, 15:20:38
2023-07-27 16:13:25,548 semantic_segmentation INFO: Iters: 2730/150000 || Lr: 0.019672 || Task Loss: 0.3130 || KD Loss: 0.1534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1696|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:30:32 || Estimated Time: 5 days, 15:19:50
2023-07-27 16:13:58,354 semantic_segmentation INFO: Iters: 2740/150000 || Lr: 0.019671 || Task Loss: 0.2534 || KD Loss: 0.1049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:31:05 || Estimated Time: 5 days, 15:19:04
2023-07-27 16:14:31,121 semantic_segmentation INFO: Iters: 2750/150000 || Lr: 0.019670 || Task Loss: 0.2774 || KD Loss: 0.1145|| 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: 2:31:37 || Estimated Time: 5 days, 15:18:13
2023-07-27 16:15:03,929 semantic_segmentation INFO: Iters: 2760/150000 || Lr: 0.019669 || Task Loss: 0.3310 || KD Loss: 0.1495|| 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: 2:32:10 || Estimated Time: 5 days, 15:17:26
2023-07-27 16:15:36,789 semantic_segmentation INFO: Iters: 2770/150000 || Lr: 0.019667 || Task Loss: 0.5055 || KD Loss: 0.2176|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1605|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:32:43 || Estimated Time: 5 days, 15:16:40
2023-07-27 16:16:09,629 semantic_segmentation INFO: Iters: 2780/150000 || Lr: 0.019666 || Task Loss: 0.2332 || KD Loss: 0.0928|| 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: 2:33:16 || Estimated Time: 5 days, 15:15:56
2023-07-27 16:16:42,398 semantic_segmentation INFO: Iters: 2790/150000 || Lr: 0.019665 || Task Loss: 0.4010 || KD Loss: 0.2077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1568|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:33:49 || Estimated Time: 5 days, 15:15:06
2023-07-27 16:17:15,161 semantic_segmentation INFO: Iters: 2800/150000 || Lr: 0.019664 || Task Loss: 0.7997 || KD Loss: 0.3069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1640|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:34:22 || Estimated Time: 5 days, 15:14:16
2023-07-27 16:17:47,919 semantic_segmentation INFO: Iters: 2810/150000 || Lr: 0.019663 || Task Loss: 0.3424 || KD Loss: 0.1493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1603|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:34:54 || Estimated Time: 5 days, 15:13:26
2023-07-27 16:18:20,828 semantic_segmentation INFO: Iters: 2820/150000 || Lr: 0.019661 || Task Loss: 0.3599 || KD Loss: 0.1636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1563|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:35:27 || Estimated Time: 5 days, 15:12:45
2023-07-27 16:18:53,595 semantic_segmentation INFO: Iters: 2830/150000 || Lr: 0.019660 || Task Loss: 0.8441 || KD Loss: 0.4591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1607|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:36:00 || Estimated Time: 5 days, 15:11:56
2023-07-27 16:19:26,361 semantic_segmentation INFO: Iters: 2840/150000 || Lr: 0.019659 || Task Loss: 0.3378 || KD Loss: 0.1531|| 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: 2:36:33 || Estimated Time: 5 days, 15:11:07
2023-07-27 16:19:59,215 semantic_segmentation INFO: Iters: 2850/150000 || Lr: 0.019658 || Task Loss: 0.5070 || KD Loss: 0.2343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:37:06 || Estimated Time: 5 days, 15:10:23
2023-07-27 16:20:31,983 semantic_segmentation INFO: Iters: 2860/150000 || Lr: 0.019657 || Task Loss: 0.5416 || KD Loss: 0.2307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1703|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:37:38 || Estimated Time: 5 days, 15:09:34
2023-07-27 16:21:04,946 semantic_segmentation INFO: Iters: 2870/150000 || Lr: 0.019655 || Task Loss: 0.3723 || KD Loss: 0.2061|| 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: 2:38:11 || Estimated Time: 5 days, 15:08:56
2023-07-27 16:21:37,712 semantic_segmentation INFO: Iters: 2880/150000 || Lr: 0.019654 || Task Loss: 0.4609 || KD Loss: 0.1735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:38:44 || Estimated Time: 5 days, 15:08:08
2023-07-27 16:22:10,694 semantic_segmentation INFO: Iters: 2890/150000 || Lr: 0.019653 || Task Loss: 0.2811 || KD Loss: 0.1270|| 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: 2:39:17 || Estimated Time: 5 days, 15:07:30
2023-07-27 16:22:43,465 semantic_segmentation INFO: Iters: 2900/150000 || Lr: 0.019652 || Task Loss: 0.3923 || KD Loss: 0.1725|| 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: 2:39:50 || Estimated Time: 5 days, 15:06:42
2023-07-27 16:23:16,244 semantic_segmentation INFO: Iters: 2910/150000 || Lr: 0.019651 || Task Loss: 0.3970 || KD Loss: 0.1874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1501|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:40:23 || Estimated Time: 5 days, 15:05:54
2023-07-27 16:23:49,005 semantic_segmentation INFO: Iters: 2920/150000 || Lr: 0.019649 || Task Loss: 0.3094 || KD Loss: 0.1438|| 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: 2:40:55 || Estimated Time: 5 days, 15:05:06
2023-07-27 16:24:21,745 semantic_segmentation INFO: Iters: 2930/150000 || Lr: 0.019648 || Task Loss: 0.4420 || KD Loss: 0.2361|| 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: 2:41:28 || Estimated Time: 5 days, 15:04:18
2023-07-27 16:24:54,545 semantic_segmentation INFO: Iters: 2940/150000 || Lr: 0.019647 || Task Loss: 0.3632 || KD Loss: 0.1530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1803|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:42:01 || Estimated Time: 5 days, 15:03:30
2023-07-27 16:25:27,220 semantic_segmentation INFO: Iters: 2950/150000 || Lr: 0.019646 || Task Loss: 0.4365 || KD Loss: 0.1895|| 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: 2:42:34 || Estimated Time: 5 days, 15:02:38
2023-07-27 16:25:59,953 semantic_segmentation INFO: Iters: 2960/150000 || Lr: 0.019645 || Task Loss: 0.2787 || KD Loss: 0.1074|| 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: 2:43:06 || Estimated Time: 5 days, 15:01:49
2023-07-27 16:26:32,403 semantic_segmentation INFO: Iters: 2970/150000 || Lr: 0.019643 || Task Loss: 0.3966 || KD Loss: 0.1774|| 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: 2:43:39 || Estimated Time: 5 days, 15:00:46
2023-07-27 16:27:05,107 semantic_segmentation INFO: Iters: 2980/150000 || Lr: 0.019642 || Task Loss: 0.2674 || KD Loss: 0.1389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1684|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:44:11 || Estimated Time: 5 days, 14:59:55
2023-07-27 16:27:37,863 semantic_segmentation INFO: Iters: 2990/150000 || Lr: 0.019641 || Task Loss: 0.3659 || KD Loss: 0.1578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1423|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:44:44 || Estimated Time: 5 days, 14:59:09
2023-07-27 16:28:10,728 semantic_segmentation INFO: Iters: 3000/150000 || Lr: 0.019640 || Task Loss: 0.3868 || KD Loss: 0.1584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1571|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:45:17 || Estimated Time: 5 days, 14:58:24
2023-07-27 16:28:43,515 semantic_segmentation INFO: Iters: 3010/150000 || Lr: 0.019639 || Task Loss: 0.5271 || KD Loss: 0.2389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1598|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:45:50 || Estimated Time: 5 days, 14:57:38
2023-07-27 16:29:16,259 semantic_segmentation INFO: Iters: 3020/150000 || Lr: 0.019637 || Task Loss: 0.5794 || KD Loss: 0.2762|| 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: 2:46:23 || Estimated Time: 5 days, 14:56:51
2023-07-27 16:29:49,023 semantic_segmentation INFO: Iters: 3030/150000 || Lr: 0.019636 || Task Loss: 0.2647 || KD Loss: 0.1052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1526|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:46:55 || Estimated Time: 5 days, 14:56:04
2023-07-27 16:30:21,795 semantic_segmentation INFO: Iters: 3040/150000 || Lr: 0.019635 || Task Loss: 0.2631 || KD Loss: 0.1149|| 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: 2:47:28 || Estimated Time: 5 days, 14:55:17
2023-07-27 16:30:54,675 semantic_segmentation INFO: Iters: 3050/150000 || Lr: 0.019634 || Task Loss: 0.4770 || KD Loss: 0.2115|| 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: 2:48:01 || Estimated Time: 5 days, 14:54:35
2023-07-27 16:31:27,490 semantic_segmentation INFO: Iters: 3060/150000 || Lr: 0.019633 || Task Loss: 0.3680 || KD Loss: 0.1609|| 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: 2:48:34 || Estimated Time: 5 days, 14:53:50
2023-07-27 16:32:00,232 semantic_segmentation INFO: Iters: 3070/150000 || Lr: 0.019631 || Task Loss: 0.6192 || KD Loss: 0.3187|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1628|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:49:07 || Estimated Time: 5 days, 14:53:04
2023-07-27 16:32:33,055 semantic_segmentation INFO: Iters: 3080/150000 || Lr: 0.019630 || Task Loss: 0.3046 || KD Loss: 0.1128|| 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: 2:49:39 || Estimated Time: 5 days, 14:52:19
2023-07-27 16:33:05,803 semantic_segmentation INFO: Iters: 3090/150000 || Lr: 0.019629 || Task Loss: 0.3455 || KD Loss: 0.2705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1472|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:50:12 || Estimated Time: 5 days, 14:51:33
2023-07-27 16:33:38,594 semantic_segmentation INFO: Iters: 3100/150000 || Lr: 0.019628 || Task Loss: 0.2931 || KD Loss: 0.1190|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1444|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:50:45 || Estimated Time: 5 days, 14:50:47
2023-07-27 16:34:11,288 semantic_segmentation INFO: Iters: 3110/150000 || Lr: 0.019627 || Task Loss: 0.3564 || KD Loss: 0.1293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1436|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:51:18 || Estimated Time: 5 days, 14:49:57
2023-07-27 16:34:47,166 semantic_segmentation INFO: Iters: 3120/150000 || Lr: 0.019625 || Task Loss: 0.4531 || KD Loss: 0.1976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:51:54 || Estimated Time: 5 days, 14:51:37
2023-07-27 16:35:19,901 semantic_segmentation INFO: Iters: 3130/150000 || Lr: 0.019624 || Task Loss: 0.4732 || KD Loss: 0.2108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1519|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:52:26 || Estimated Time: 5 days, 14:50:49
2023-07-27 16:35:52,627 semantic_segmentation INFO: Iters: 3140/150000 || Lr: 0.019623 || Task Loss: 0.5123 || KD Loss: 0.2278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1566|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:52:59 || Estimated Time: 5 days, 14:50:03
2023-07-27 16:36:25,488 semantic_segmentation INFO: Iters: 3150/150000 || Lr: 0.019622 || Task Loss: 0.4071 || KD Loss: 0.2056|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1656|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:53:32 || Estimated Time: 5 days, 14:49:20
2023-07-27 16:36:58,266 semantic_segmentation INFO: Iters: 3160/150000 || Lr: 0.019621 || Task Loss: 0.3724 || KD Loss: 0.1634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1519|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:54:05 || Estimated Time: 5 days, 14:48:34
2023-07-27 16:37:31,036 semantic_segmentation INFO: Iters: 3170/150000 || Lr: 0.019619 || Task Loss: 0.2438 || KD Loss: 0.0926|| 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: 2:54:37 || Estimated Time: 5 days, 14:47:47
2023-07-27 16:38:03,803 semantic_segmentation INFO: Iters: 3180/150000 || Lr: 0.019618 || Task Loss: 0.3550 || KD Loss: 0.1337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1569|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:55:10 || Estimated Time: 5 days, 14:47:01
2023-07-27 16:38:36,610 semantic_segmentation INFO: Iters: 3190/150000 || Lr: 0.019617 || Task Loss: 0.2991 || KD Loss: 0.1076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1526|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:55:43 || Estimated Time: 5 days, 14:46:18
2023-07-27 16:39:09,299 semantic_segmentation INFO: Iters: 3200/150000 || Lr: 0.019616 || Task Loss: 0.3998 || KD Loss: 0.1867|| 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: 2:56:16 || Estimated Time: 5 days, 14:45:27
2023-07-27 16:39:09,364 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-27 16:39:10,233 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.950, mIoU: 0.372
2023-07-27 16:39:10,355 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.955, mIoU: 0.429
2023-07-27 16:39:10,460 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.958, mIoU: 0.427
2023-07-27 16:39:10,566 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.957, mIoU: 0.457
2023-07-27 16:39:10,676 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.957, mIoU: 0.448
2023-07-27 16:39:10,788 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.955, mIoU: 0.453
2023-07-27 16:39:10,896 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.956, mIoU: 0.455
2023-07-27 16:39:11,002 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.955, mIoU: 0.491
2023-07-27 16:39:11,111 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.955, mIoU: 0.539
2023-07-27 16:39:11,219 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.951, mIoU: 0.530
2023-07-27 16:39:11,326 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.950, mIoU: 0.533
2023-07-27 16:39:11,433 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.946, mIoU: 0.557
2023-07-27 16:39:11,540 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.943, mIoU: 0.547
2023-07-27 16:39:11,647 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.939, mIoU: 0.529
2023-07-27 16:39:11,757 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.935, mIoU: 0.519
2023-07-27 16:39:11,867 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.932, mIoU: 0.513
2023-07-27 16:39:11,974 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.931, mIoU: 0.506
2023-07-27 16:39:12,081 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.931, mIoU: 0.509
2023-07-27 16:39:12,185 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.930, mIoU: 0.519
2023-07-27 16:39:12,291 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.930, mIoU: 0.527
2023-07-27 16:39:12,399 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.930, mIoU: 0.531
2023-07-27 16:39:12,503 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.926, mIoU: 0.544
2023-07-27 16:39:12,609 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.926, mIoU: 0.548
2023-07-27 16:39:12,719 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.924, mIoU: 0.553
2023-07-27 16:39:12,824 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.923, mIoU: 0.571
2023-07-27 16:39:12,940 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.923, mIoU: 0.573
2023-07-27 16:39:13,058 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.922, mIoU: 0.568
2023-07-27 16:39:13,165 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.921, mIoU: 0.565
2023-07-27 16:39:13,270 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.919, mIoU: 0.564
2023-07-27 16:39:13,378 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.919, mIoU: 0.567
2023-07-27 16:39:13,484 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.919, mIoU: 0.567
2023-07-27 16:39:13,591 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.919, mIoU: 0.565
2023-07-27 16:39:13,698 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.920, mIoU: 0.567
2023-07-27 16:39:13,812 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.920, mIoU: 0.568
2023-07-27 16:39:13,923 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.920, mIoU: 0.571
2023-07-27 16:39:14,034 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.921, mIoU: 0.570
2023-07-27 16:39:14,142 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.921, mIoU: 0.568
2023-07-27 16:39:14,248 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.920, mIoU: 0.568
2023-07-27 16:39:14,353 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.919, mIoU: 0.564
2023-07-27 16:39:14,457 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.919, mIoU: 0.565
2023-07-27 16:39:14,562 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.920, mIoU: 0.566
2023-07-27 16:39:14,669 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.920, mIoU: 0.566
2023-07-27 16:39:14,785 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.920, mIoU: 0.567
2023-07-27 16:39:14,900 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.921, mIoU: 0.567
2023-07-27 16:39:15,007 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.921, mIoU: 0.565
2023-07-27 16:39:15,113 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.921, mIoU: 0.564
2023-07-27 16:39:15,224 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.922, mIoU: 0.565
2023-07-27 16:39:15,331 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.923, mIoU: 0.564
2023-07-27 16:39:15,444 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.923, mIoU: 0.571
2023-07-27 16:39:15,554 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.924, mIoU: 0.573
2023-07-27 16:39:15,659 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.923, mIoU: 0.572
2023-07-27 16:39:15,767 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.921, mIoU: 0.567
2023-07-27 16:39:15,869 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.920, mIoU: 0.563
2023-07-27 16:39:15,973 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.918, mIoU: 0.560
2023-07-27 16:39:16,077 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.918, mIoU: 0.557
2023-07-27 16:39:16,179 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.917, mIoU: 0.555
2023-07-27 16:39:16,283 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.918, mIoU: 0.556
2023-07-27 16:39:16,387 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.918, mIoU: 0.562
2023-07-27 16:39:16,491 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.918, mIoU: 0.560
2023-07-27 16:39:16,593 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.918, mIoU: 0.560
2023-07-27 16:39:16,697 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.918, mIoU: 0.563
2023-07-27 16:39:16,804 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.918, mIoU: 0.565
2023-07-27 16:39:16,907 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.918, mIoU: 0.564
2023-07-27 16:39:17,011 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.918, mIoU: 0.568
2023-07-27 16:39:17,113 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.917, mIoU: 0.569
2023-07-27 16:39:17,216 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.917, mIoU: 0.569
2023-07-27 16:39:17,319 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.916, mIoU: 0.567
2023-07-27 16:39:17,424 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.916, mIoU: 0.569
2023-07-27 16:39:17,529 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.916, mIoU: 0.568
2023-07-27 16:39:17,634 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.916, mIoU: 0.568
2023-07-27 16:39:17,740 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.916, mIoU: 0.569
2023-07-27 16:39:17,850 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.917, mIoU: 0.567
2023-07-27 16:39:17,964 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.917, mIoU: 0.566
2023-07-27 16:39:18,072 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.917, mIoU: 0.565
2023-07-27 16:39:18,181 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.917, mIoU: 0.567
2023-07-27 16:39:18,292 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.917, mIoU: 0.566
2023-07-27 16:39:18,402 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.918, mIoU: 0.566
2023-07-27 16:39:18,514 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.918, mIoU: 0.566
2023-07-27 16:39:18,625 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.918, mIoU: 0.567
2023-07-27 16:39:18,734 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.918, mIoU: 0.568
2023-07-27 16:39:18,844 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.917, mIoU: 0.569
2023-07-27 16:39:18,949 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.917, mIoU: 0.570
2023-07-27 16:39:19,054 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.917, mIoU: 0.569
2023-07-27 16:39:19,159 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.916, mIoU: 0.568
2023-07-27 16:39:19,265 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.914, mIoU: 0.565
2023-07-27 16:39:19,367 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.914, mIoU: 0.565
2023-07-27 16:39:19,470 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.914, mIoU: 0.566
2023-07-27 16:39:19,572 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.914, mIoU: 0.566
2023-07-27 16:39:19,677 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.914, mIoU: 0.567
2023-07-27 16:39:19,783 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.914, mIoU: 0.566
2023-07-27 16:39:19,891 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.914, mIoU: 0.565
2023-07-27 16:39:19,995 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.913, mIoU: 0.566
2023-07-27 16:39:20,109 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.913, mIoU: 0.566
2023-07-27 16:39:20,223 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.914, mIoU: 0.566
2023-07-27 16:39:20,334 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.914, mIoU: 0.566
2023-07-27 16:39:20,440 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.914, mIoU: 0.566
2023-07-27 16:39:20,549 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.914, mIoU: 0.565
2023-07-27 16:39:20,658 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.914, mIoU: 0.565
2023-07-27 16:39:20,770 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.914, mIoU: 0.565
2023-07-27 16:39:20,882 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.914, mIoU: 0.565
2023-07-27 16:39:20,987 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.912, mIoU: 0.564
2023-07-27 16:39:21,094 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.911, mIoU: 0.562
2023-07-27 16:39:21,197 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.911, mIoU: 0.562
2023-07-27 16:39:21,304 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.912, mIoU: 0.562
2023-07-27 16:39:21,408 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.912, mIoU: 0.562
2023-07-27 16:39:21,515 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.912, mIoU: 0.562
2023-07-27 16:39:21,623 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.913, mIoU: 0.562
2023-07-27 16:39:21,739 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.913, mIoU: 0.562
2023-07-27 16:39:21,860 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.913, mIoU: 0.562
2023-07-27 16:39:21,974 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.912, mIoU: 0.561
2023-07-27 16:39:22,089 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.912, mIoU: 0.561
2023-07-27 16:39:22,204 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.912, mIoU: 0.561
2023-07-27 16:39:22,322 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.912, mIoU: 0.560
2023-07-27 16:39:22,435 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.912, mIoU: 0.560
2023-07-27 16:39:22,549 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.912, mIoU: 0.560
2023-07-27 16:39:22,662 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.912, mIoU: 0.560
2023-07-27 16:39:22,776 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.912, mIoU: 0.565
2023-07-27 16:39:22,893 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.912, mIoU: 0.566
2023-07-27 16:39:23,005 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.911, mIoU: 0.567
2023-07-27 16:39:23,120 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.911, mIoU: 0.567
2023-07-27 16:39:23,231 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.911, mIoU: 0.566
2023-07-27 16:39:23,344 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.911, mIoU: 0.566
2023-07-27 16:39:23,454 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.911, mIoU: 0.566
2023-07-27 16:39:23,563 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.911, mIoU: 0.568
2023-07-27 16:39:23,673 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.912, mIoU: 0.568
2023-07-27 16:39:23,785 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.911, mIoU: 0.566
2023-07-27 16:39:23,902 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.910, mIoU: 0.566
2023-07-27 16:39:24,012 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.911, mIoU: 0.566
2023-07-27 16:39:24,120 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.911, mIoU: 0.566
2023-07-27 16:39:24,231 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.911, mIoU: 0.566
2023-07-27 16:39:24,342 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.912, mIoU: 0.566
2023-07-27 16:39:24,452 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.912, mIoU: 0.566
2023-07-27 16:39:24,564 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.912, mIoU: 0.566
2023-07-27 16:39:24,673 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.913, mIoU: 0.565
2023-07-27 16:39:24,780 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.913, mIoU: 0.565
2023-07-27 16:39:24,892 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.913, mIoU: 0.565
2023-07-27 16:39:25,000 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.913, mIoU: 0.565
2023-07-27 16:39:25,108 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.913, mIoU: 0.564
2023-07-27 16:39:25,215 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.912, mIoU: 0.563
2023-07-27 16:39:25,322 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.912, mIoU: 0.565
2023-07-27 16:39:25,430 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.912, mIoU: 0.566
2023-07-27 16:39:25,544 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.912, mIoU: 0.566
2023-07-27 16:39:25,651 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.912, mIoU: 0.565
2023-07-27 16:39:25,758 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.912, mIoU: 0.565
2023-07-27 16:39:25,869 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.912, mIoU: 0.565
2023-07-27 16:39:25,983 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.912, mIoU: 0.564
2023-07-27 16:39:26,095 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.912, mIoU: 0.564
2023-07-27 16:39:26,208 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.912, mIoU: 0.563
2023-07-27 16:39:26,319 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.912, mIoU: 0.563
2023-07-27 16:39:26,429 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.912, mIoU: 0.563
2023-07-27 16:39:26,536 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.912, mIoU: 0.564
2023-07-27 16:39:26,647 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.912, mIoU: 0.565
2023-07-27 16:39:26,761 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.912, mIoU: 0.564
2023-07-27 16:39:26,868 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.912, mIoU: 0.564
2023-07-27 16:39:26,980 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.912, mIoU: 0.564
2023-07-27 16:39:27,089 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.912, mIoU: 0.565
2023-07-27 16:39:27,196 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.912, mIoU: 0.565
2023-07-27 16:39:27,309 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.912, mIoU: 0.565
2023-07-27 16:39:27,421 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.912, mIoU: 0.565
2023-07-27 16:39:27,534 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.912, mIoU: 0.564
2023-07-27 16:39:27,647 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.912, mIoU: 0.564
2023-07-27 16:39:27,755 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.912, mIoU: 0.561
2023-07-27 16:39:27,861 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.912, mIoU: 0.561
2023-07-27 16:39:27,968 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.912, mIoU: 0.561
2023-07-27 16:39:28,073 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.912, mIoU: 0.561
2023-07-27 16:39:28,178 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.912, mIoU: 0.561
2023-07-27 16:39:28,287 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.913, mIoU: 0.561
2023-07-27 16:39:28,395 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.913, mIoU: 0.561
2023-07-27 16:39:28,505 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.913, mIoU: 0.562
2023-07-27 16:39:28,619 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.913, mIoU: 0.562
2023-07-27 16:39:28,727 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.913, mIoU: 0.563
2023-07-27 16:39:28,836 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.914, mIoU: 0.563
2023-07-27 16:39:28,950 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.914, mIoU: 0.563
2023-07-27 16:39:29,065 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.914, mIoU: 0.563
2023-07-27 16:39:29,170 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.914, mIoU: 0.563
2023-07-27 16:39:29,277 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.913, mIoU: 0.562
2023-07-27 16:39:29,380 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.913, mIoU: 0.562
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2023-07-27 16:39:50,909 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.919, mIoU: 0.566
2023-07-27 16:39:51,022 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.919, mIoU: 0.567
2023-07-27 16:39:51,138 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.919, mIoU: 0.567
2023-07-27 16:39:51,253 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.919, mIoU: 0.567
2023-07-27 16:39:51,371 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.919, mIoU: 0.567
2023-07-27 16:39:51,484 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.919, mIoU: 0.566
2023-07-27 16:39:51,597 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.919, mIoU: 0.567
2023-07-27 16:39:51,708 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.919, mIoU: 0.567
2023-07-27 16:39:51,817 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.919, mIoU: 0.567
2023-07-27 16:39:51,927 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.920, mIoU: 0.567
2023-07-27 16:39:52,037 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.920, mIoU: 0.567
2023-07-27 16:39:52,146 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.920, mIoU: 0.567
2023-07-27 16:39:52,259 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.920, mIoU: 0.567
2023-07-27 16:39:52,375 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.920, mIoU: 0.567
2023-07-27 16:39:52,485 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.920, mIoU: 0.567
2023-07-27 16:39:52,597 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.920, mIoU: 0.568
2023-07-27 16:39:52,707 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.920, mIoU: 0.568
2023-07-27 16:39:52,818 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.920, mIoU: 0.568
2023-07-27 16:39:52,933 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.920, mIoU: 0.569
2023-07-27 16:39:53,045 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.920, mIoU: 0.569
2023-07-27 16:39:53,151 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.920, mIoU: 0.569
2023-07-27 16:39:53,257 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.920, mIoU: 0.569
2023-07-27 16:39:53,368 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.921, mIoU: 0.569
2023-07-27 16:39:53,480 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.921, mIoU: 0.569
2023-07-27 16:39:53,595 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.921, mIoU: 0.569
2023-07-27 16:39:53,704 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.921, mIoU: 0.569
2023-07-27 16:39:53,814 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.921, mIoU: 0.569
2023-07-27 16:39:53,926 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.921, mIoU: 0.569
2023-07-27 16:39:54,036 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.921, mIoU: 0.569
2023-07-27 16:39:54,148 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.921, mIoU: 0.569
2023-07-27 16:39:54,259 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.921, mIoU: 0.569
2023-07-27 16:39:54,373 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.921, mIoU: 0.569
2023-07-27 16:39:54,485 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.921, mIoU: 0.570
2023-07-27 16:39:54,591 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.922, mIoU: 0.570
2023-07-27 16:39:54,696 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.922, mIoU: 0.571
2023-07-27 16:39:54,801 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.922, mIoU: 0.571
2023-07-27 16:39:54,906 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.922, mIoU: 0.571
2023-07-27 16:39:55,011 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.922, mIoU: 0.572
2023-07-27 16:39:55,120 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.922, mIoU: 0.572
2023-07-27 16:39:55,232 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.922, mIoU: 0.572
2023-07-27 16:39:55,344 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.922, mIoU: 0.572
2023-07-27 16:39:55,453 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.922, mIoU: 0.572
2023-07-27 16:39:55,566 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.922, mIoU: 0.572
2023-07-27 16:39:55,679 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.922, mIoU: 0.572
2023-07-27 16:39:55,792 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.922, mIoU: 0.572
2023-07-27 16:39:55,908 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.923, mIoU: 0.572
2023-07-27 16:39:56,018 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.923, mIoU: 0.572
2023-07-27 16:39:56,128 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.923, mIoU: 0.572
2023-07-27 16:39:56,237 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.923, mIoU: 0.572
2023-07-27 16:39:56,355 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.923, mIoU: 0.572
2023-07-27 16:39:56,474 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.923, mIoU: 0.572
2023-07-27 16:39:56,582 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.923, mIoU: 0.572
2023-07-27 16:39:56,688 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.923, mIoU: 0.572
2023-07-27 16:39:56,801 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.923, mIoU: 0.572
2023-07-27 16:39:56,918 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.923, mIoU: 0.573
2023-07-27 16:39:57,032 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.923, mIoU: 0.573
2023-07-27 16:39:57,146 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.923, mIoU: 0.573
2023-07-27 16:39:57,257 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.923, mIoU: 0.573
2023-07-27 16:39:57,368 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.923, mIoU: 0.573
2023-07-27 16:39:57,479 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.923, mIoU: 0.573
2023-07-27 16:39:57,591 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.924, mIoU: 0.573
2023-07-27 16:39:57,708 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.924, mIoU: 0.573
2023-07-27 16:39:57,821 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.924, mIoU: 0.573
2023-07-27 16:39:57,932 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.924, mIoU: 0.573
2023-07-27 16:39:58,042 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.924, mIoU: 0.573
2023-07-27 16:39:58,153 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.924, mIoU: 0.573
2023-07-27 16:39:58,259 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.924, mIoU: 0.573
2023-07-27 16:39:58,367 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.924, mIoU: 0.573
2023-07-27 16:39:58,473 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.924, mIoU: 0.573
2023-07-27 16:39:58,578 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.924, mIoU: 0.573
2023-07-27 16:39:58,685 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.924, mIoU: 0.573
2023-07-27 16:39:58,795 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.924, mIoU: 0.573
2023-07-27 16:39:58,909 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.924, mIoU: 0.574
2023-07-27 16:39:59,022 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.924, mIoU: 0.574
2023-07-27 16:39:59,139 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.925, mIoU: 0.574
2023-07-27 16:39:59,249 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.925, mIoU: 0.574
2023-07-27 16:39:59,362 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.925, mIoU: 0.574
2023-07-27 16:39:59,477 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.925, mIoU: 0.574
2023-07-27 16:39:59,592 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.925, mIoU: 0.574
2023-07-27 16:39:59,705 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.925, mIoU: 0.574
2023-07-27 16:39:59,813 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.925, mIoU: 0.574
2023-07-27 16:39:59,922 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.925, mIoU: 0.574
2023-07-27 16:40:00,033 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.925, mIoU: 0.576
2023-07-27 16:40:00,149 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.925, mIoU: 0.576
2023-07-27 16:40:00,257 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.925, mIoU: 0.576
2023-07-27 16:40:00,367 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.925, mIoU: 0.577
2023-07-27 16:40:00,482 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.925, mIoU: 0.577
2023-07-27 16:40:00,592 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.925, mIoU: 0.577
2023-07-27 16:40:00,705 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.925, mIoU: 0.578
2023-07-27 16:40:00,820 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.925, mIoU: 0.578
2023-07-27 16:40:00,929 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.925, mIoU: 0.578
2023-07-27 16:40:01,036 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.925, mIoU: 0.578
2023-07-27 16:40:01,143 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.925, mIoU: 0.578
2023-07-27 16:40:01,253 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.925, mIoU: 0.578
2023-07-27 16:40:01,369 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.925, mIoU: 0.579
2023-07-27 16:40:01,480 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.925, mIoU: 0.578
2023-07-27 16:40:01,590 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.925, mIoU: 0.578
2023-07-27 16:40:01,700 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.925, mIoU: 0.578
2023-07-27 16:40:01,810 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.925, mIoU: 0.578
2023-07-27 16:40:01,922 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.925, mIoU: 0.578
2023-07-27 16:40:02,032 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.926, mIoU: 0.578
2023-07-27 16:40:02,144 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.926, mIoU: 0.578
2023-07-27 16:40:02,255 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.926, mIoU: 0.578
2023-07-27 16:40:02,366 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-27 16:40:02,475 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-27 16:40:02,581 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-27 16:40:02,689 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-27 16:40:02,796 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-27 16:40:02,910 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-27 16:40:03,030 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-27 16:40:03,137 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-27 16:40:03,251 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-27 16:40:03,358 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-27 16:40:03,464 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.926, mIoU: 0.578
2023-07-27 16:40:03,567 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-27 16:40:03,670 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-27 16:40:03,774 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-27 16:40:03,878 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-27 16:40:03,983 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.926, mIoU: 0.580
2023-07-27 16:40:04,087 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.926, mIoU: 0.580
2023-07-27 16:40:04,191 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.926, mIoU: 0.580
2023-07-27 16:40:04,294 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.926, mIoU: 0.580
2023-07-27 16:40:04,398 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.926, mIoU: 0.580
2023-07-27 16:40:04,512 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-27 16:40:04,615 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-27 16:40:04,719 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-27 16:40:04,822 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-27 16:40:04,925 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-27 16:40:38,104 semantic_segmentation INFO: Iters: 3210/150000 || Lr: 0.019615 || Task Loss: 0.3693 || KD Loss: 0.1563|| 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: 2:57:44 || Estimated Time: 5 days, 15:27:25
2023-07-27 16:41:10,880 semantic_segmentation INFO: Iters: 3220/150000 || Lr: 0.019613 || Task Loss: 0.3999 || KD Loss: 0.1795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1677|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:58:17 || Estimated Time: 5 days, 15:26:31
2023-07-27 16:41:43,525 semantic_segmentation INFO: Iters: 3230/150000 || Lr: 0.019612 || Task Loss: 0.3607 || KD Loss: 0.1799|| 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: 2:58:50 || Estimated Time: 5 days, 15:25:31
2023-07-27 16:42:16,204 semantic_segmentation INFO: Iters: 3240/150000 || Lr: 0.019611 || Task Loss: 0.3530 || KD Loss: 0.1859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:59:23 || Estimated Time: 5 days, 15:24:34
2023-07-27 16:42:48,849 semantic_segmentation INFO: Iters: 3250/150000 || Lr: 0.019610 || Task Loss: 0.3786 || KD Loss: 0.1591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1532|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:59:55 || Estimated Time: 5 days, 15:23:34
2023-07-27 16:43:21,642 semantic_segmentation INFO: Iters: 3260/150000 || Lr: 0.019608 || Task Loss: 0.4260 || KD Loss: 0.1788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1619|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:00:28 || Estimated Time: 5 days, 15:22:42
2023-07-27 16:43:54,386 semantic_segmentation INFO: Iters: 3270/150000 || Lr: 0.019607 || Task Loss: 0.3241 || KD Loss: 0.1423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1538|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:01:01 || Estimated Time: 5 days, 15:21:50
2023-07-27 16:44:27,171 semantic_segmentation INFO: Iters: 3280/150000 || Lr: 0.019606 || Task Loss: 0.5040 || KD Loss: 0.1869|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1475|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:01:34 || Estimated Time: 5 days, 15:20:56
2023-07-27 16:44:59,936 semantic_segmentation INFO: Iters: 3290/150000 || Lr: 0.019605 || Task Loss: 0.3271 || KD Loss: 0.1241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1626|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:02:06 || Estimated Time: 5 days, 15:20:03
2023-07-27 16:45:32,707 semantic_segmentation INFO: Iters: 3300/150000 || Lr: 0.019604 || Task Loss: 0.4474 || KD Loss: 0.2452|| 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: 3:02:39 || Estimated Time: 5 days, 15:19:11
2023-07-27 16:46:05,397 semantic_segmentation INFO: Iters: 3310/150000 || Lr: 0.019602 || Task Loss: 0.2581 || KD Loss: 0.1136|| 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: 3:03:12 || Estimated Time: 5 days, 15:18:14
2023-07-27 16:46:38,155 semantic_segmentation INFO: Iters: 3320/150000 || Lr: 0.019601 || Task Loss: 0.3280 || KD Loss: 0.1221|| 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: 3:03:45 || Estimated Time: 5 days, 15:17:21
2023-07-27 16:47:10,891 semantic_segmentation INFO: Iters: 3330/150000 || Lr: 0.019600 || Task Loss: 0.4816 || KD Loss: 0.2102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1534|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:04:17 || Estimated Time: 5 days, 15:16:28
2023-07-27 16:47:43,488 semantic_segmentation INFO: Iters: 3340/150000 || Lr: 0.019599 || Task Loss: 0.2588 || KD Loss: 0.1076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1483|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:04:50 || Estimated Time: 5 days, 15:15:28
2023-07-27 16:48:16,086 semantic_segmentation INFO: Iters: 3350/150000 || Lr: 0.019598 || Task Loss: 0.4049 || KD Loss: 0.1657|| 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: 3:05:22 || Estimated Time: 5 days, 15:14:28
2023-07-27 16:48:48,703 semantic_segmentation INFO: Iters: 3360/150000 || Lr: 0.019596 || Task Loss: 0.3580 || KD Loss: 0.1628|| 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: 3:05:55 || Estimated Time: 5 days, 15:13:31
2023-07-27 16:49:21,380 semantic_segmentation INFO: Iters: 3370/150000 || Lr: 0.019595 || Task Loss: 0.4128 || KD Loss: 0.2014|| 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: 3:06:28 || Estimated Time: 5 days, 15:12:34
2023-07-27 16:49:53,933 semantic_segmentation INFO: Iters: 3380/150000 || Lr: 0.019594 || Task Loss: 0.2880 || KD Loss: 0.1379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1442|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:07:00 || Estimated Time: 5 days, 15:11:34
2023-07-27 16:50:26,775 semantic_segmentation INFO: Iters: 3390/150000 || Lr: 0.019593 || Task Loss: 0.5724 || KD Loss: 0.2605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1532|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:07:33 || Estimated Time: 5 days, 15:10:45
2023-07-27 16:50:59,550 semantic_segmentation INFO: Iters: 3400/150000 || Lr: 0.019592 || Task Loss: 0.3931 || KD Loss: 0.1493|| 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: 3:08:06 || Estimated Time: 5 days, 15:09:54
2023-07-27 16:51:32,323 semantic_segmentation INFO: Iters: 3410/150000 || Lr: 0.019590 || Task Loss: 0.4175 || KD Loss: 0.1881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1550|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:08:39 || Estimated Time: 5 days, 15:09:02
2023-07-27 16:52:05,075 semantic_segmentation INFO: Iters: 3420/150000 || Lr: 0.019589 || Task Loss: 0.3856 || KD Loss: 0.1460|| 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: 3:09:11 || Estimated Time: 5 days, 15:08:11
2023-07-27 16:52:37,872 semantic_segmentation INFO: Iters: 3430/150000 || Lr: 0.019588 || Task Loss: 0.3933 || KD Loss: 0.1416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1660|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:09:44 || Estimated Time: 5 days, 15:07:20
2023-07-27 16:53:10,624 semantic_segmentation INFO: Iters: 3440/150000 || Lr: 0.019587 || Task Loss: 0.2499 || KD Loss: 0.1281|| 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: 3:10:17 || Estimated Time: 5 days, 15:06:28
2023-07-27 16:53:43,384 semantic_segmentation INFO: Iters: 3450/150000 || Lr: 0.019586 || Task Loss: 0.3552 || KD Loss: 0.1617|| 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: 3:10:50 || Estimated Time: 5 days, 15:05:36
2023-07-27 16:54:16,265 semantic_segmentation INFO: Iters: 3460/150000 || Lr: 0.019584 || Task Loss: 0.4329 || KD Loss: 0.1642|| 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: 3:11:23 || Estimated Time: 5 days, 15:04:45
2023-07-27 16:54:49,046 semantic_segmentation INFO: Iters: 3470/150000 || Lr: 0.019583 || Task Loss: 0.4040 || KD Loss: 0.1901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1616|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:11:55 || Estimated Time: 5 days, 15:04:00
2023-07-27 16:55:21,624 semantic_segmentation INFO: Iters: 3480/150000 || Lr: 0.019582 || Task Loss: 0.4713 || KD Loss: 0.2501|| 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: 3:12:28 || Estimated Time: 5 days, 15:03:03
2023-07-27 16:55:54,382 semantic_segmentation INFO: Iters: 3490/150000 || Lr: 0.019581 || Task Loss: 0.3984 || KD Loss: 0.1805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1494|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:13:01 || Estimated Time: 5 days, 15:02:10
2023-07-27 16:56:27,106 semantic_segmentation INFO: Iters: 3500/150000 || Lr: 0.019580 || Task Loss: 0.2997 || KD Loss: 0.1261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1408|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:13:33 || Estimated Time: 5 days, 15:01:19
2023-07-27 16:56:59,733 semantic_segmentation INFO: Iters: 3510/150000 || Lr: 0.019578 || Task Loss: 0.4749 || KD Loss: 0.2060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1600|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:14:06 || Estimated Time: 5 days, 15:00:22
2023-07-27 16:57:33,006 semantic_segmentation INFO: Iters: 3520/150000 || Lr: 0.019577 || Task Loss: 0.3659 || KD Loss: 0.1370|| 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: 3:14:39 || Estimated Time: 5 days, 14:59:42
2023-07-27 16:58:08,141 semantic_segmentation INFO: Iters: 3530/150000 || Lr: 0.019576 || Task Loss: 0.5137 || KD Loss: 0.2396|| 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: 3:15:14 || Estimated Time: 5 days, 15:00:41
2023-07-27 16:58:40,876 semantic_segmentation INFO: Iters: 3540/150000 || Lr: 0.019575 || Task Loss: 0.3885 || KD Loss: 0.1636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1583|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:15:47 || Estimated Time: 5 days, 14:59:51
2023-07-27 16:59:13,734 semantic_segmentation INFO: Iters: 3550/150000 || Lr: 0.019574 || Task Loss: 0.3112 || KD Loss: 0.1142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1421|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:16:20 || Estimated Time: 5 days, 14:59:03
2023-07-27 16:59:46,631 semantic_segmentation INFO: Iters: 3560/150000 || Lr: 0.019572 || Task Loss: 0.3014 || KD Loss: 0.1034|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1493|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:16:53 || Estimated Time: 5 days, 14:58:18
2023-07-27 17:00:19,483 semantic_segmentation INFO: Iters: 3570/150000 || Lr: 0.019571 || Task Loss: 0.3442 || KD Loss: 0.1573|| 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: 3:17:26 || Estimated Time: 5 days, 14:57:31
2023-07-27 17:00:52,241 semantic_segmentation INFO: Iters: 3580/150000 || Lr: 0.019570 || Task Loss: 0.2374 || KD Loss: 0.1008|| 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: 3:17:59 || Estimated Time: 5 days, 14:56:40
2023-07-27 17:01:24,787 semantic_segmentation INFO: Iters: 3590/150000 || Lr: 0.019569 || Task Loss: 0.3692 || KD Loss: 0.1342|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1576|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:18:31 || Estimated Time: 5 days, 14:55:43
2023-07-27 17:01:57,323 semantic_segmentation INFO: Iters: 3600/150000 || Lr: 0.019568 || Task Loss: 0.3257 || KD Loss: 0.1341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:19:04 || Estimated Time: 5 days, 14:54:43
2023-07-27 17:02:29,588 semantic_segmentation INFO: Iters: 3610/150000 || Lr: 0.019566 || Task Loss: 0.3589 || KD Loss: 0.1399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1475|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 5 days, 14:53:33
2023-07-27 17:03:01,735 semantic_segmentation INFO: Iters: 3620/150000 || Lr: 0.019565 || Task Loss: 0.4686 || KD Loss: 0.2496|| 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: 3:20:08 || Estimated Time: 5 days, 14:52:19
2023-07-27 17:03:34,071 semantic_segmentation INFO: Iters: 3630/150000 || Lr: 0.019564 || Task Loss: 0.2351 || KD Loss: 0.0980|| 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: 3:20:40 || Estimated Time: 5 days, 14:51:12
2023-07-27 17:04:06,169 semantic_segmentation INFO: Iters: 3640/150000 || Lr: 0.019563 || Task Loss: 0.4770 || KD Loss: 0.1896|| 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: 3:21:13 || Estimated Time: 5 days, 14:49:55
2023-07-27 17:04:38,246 semantic_segmentation INFO: Iters: 3650/150000 || Lr: 0.019562 || Task Loss: 0.3363 || KD Loss: 0.1519|| 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: 3:21:45 || Estimated Time: 5 days, 14:48:40
2023-07-27 17:05:10,291 semantic_segmentation INFO: Iters: 3660/150000 || Lr: 0.019560 || Task Loss: 0.2986 || KD Loss: 0.1286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1444|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:22:17 || Estimated Time: 5 days, 14:47:22
2023-07-27 17:05:42,280 semantic_segmentation INFO: Iters: 3670/150000 || Lr: 0.019559 || Task Loss: 0.2738 || KD Loss: 0.0965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1463|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:22:49 || Estimated Time: 5 days, 14:46:02
2023-07-27 17:06:14,284 semantic_segmentation INFO: Iters: 3680/150000 || Lr: 0.019558 || Task Loss: 0.3746 || KD Loss: 0.1674|| 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: 3:23:21 || Estimated Time: 5 days, 14:44:42
2023-07-27 17:06:46,481 semantic_segmentation INFO: Iters: 3690/150000 || Lr: 0.019557 || Task Loss: 0.4886 || KD Loss: 0.2032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1416|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:23:53 || Estimated Time: 5 days, 14:43:31
2023-07-27 17:07:18,695 semantic_segmentation INFO: Iters: 3700/150000 || Lr: 0.019556 || Task Loss: 0.4365 || KD Loss: 0.1652|| 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: 3:24:25 || Estimated Time: 5 days, 14:42:22
2023-07-27 17:07:50,864 semantic_segmentation INFO: Iters: 3710/150000 || Lr: 0.019554 || Task Loss: 0.4413 || KD Loss: 0.1612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1592|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:24:57 || Estimated Time: 5 days, 14:41:11
2023-07-27 17:08:23,144 semantic_segmentation INFO: Iters: 3720/150000 || Lr: 0.019553 || Task Loss: 0.3112 || KD Loss: 0.1402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1459|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:25:29 || Estimated Time: 5 days, 14:40:01
2023-07-27 17:08:55,286 semantic_segmentation INFO: Iters: 3730/150000 || Lr: 0.019552 || Task Loss: 0.3099 || KD Loss: 0.1186|| 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: 3:26:02 || Estimated Time: 5 days, 14:38:50
2023-07-27 17:09:27,414 semantic_segmentation INFO: Iters: 3740/150000 || Lr: 0.019551 || Task Loss: 0.3659 || KD Loss: 0.1320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1539|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:26:34 || Estimated Time: 5 days, 14:37:37
2023-07-27 17:09:59,712 semantic_segmentation INFO: Iters: 3750/150000 || Lr: 0.019550 || Task Loss: 0.4126 || KD Loss: 0.2456|| 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: 3:27:06 || Estimated Time: 5 days, 14:36:32
2023-07-27 17:10:31,842 semantic_segmentation INFO: Iters: 3760/150000 || Lr: 0.019548 || Task Loss: 0.3220 || KD Loss: 0.1304|| 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: 3:27:38 || Estimated Time: 5 days, 14:35:20
2023-07-27 17:11:03,889 semantic_segmentation INFO: Iters: 3770/150000 || Lr: 0.019547 || Task Loss: 0.4282 || KD Loss: 0.1891|| 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: 3:28:10 || Estimated Time: 5 days, 14:34:04
2023-07-27 17:11:35,942 semantic_segmentation INFO: Iters: 3780/150000 || Lr: 0.019546 || Task Loss: 0.3800 || KD Loss: 0.1559|| 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: 3:28:42 || Estimated Time: 5 days, 14:32:51
2023-07-27 17:12:08,079 semantic_segmentation INFO: Iters: 3790/150000 || Lr: 0.019545 || Task Loss: 0.4186 || KD Loss: 0.1812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1511|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:29:14 || Estimated Time: 5 days, 14:31:39
2023-07-27 17:12:40,244 semantic_segmentation INFO: Iters: 3800/150000 || Lr: 0.019544 || Task Loss: 0.3434 || KD Loss: 0.1555|| 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: 3:29:47 || Estimated Time: 5 days, 14:30:29
2023-07-27 17:13:12,308 semantic_segmentation INFO: Iters: 3810/150000 || Lr: 0.019542 || Task Loss: 0.4261 || KD Loss: 0.1976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1561|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:30:19 || Estimated Time: 5 days, 14:29:15
2023-07-27 17:13:44,353 semantic_segmentation INFO: Iters: 3820/150000 || Lr: 0.019541 || Task Loss: 0.4183 || KD Loss: 0.2217|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1515|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:30:51 || Estimated Time: 5 days, 14:28:01
2023-07-27 17:14:16,572 semantic_segmentation INFO: Iters: 3830/150000 || Lr: 0.019540 || Task Loss: 0.2706 || KD Loss: 0.1058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1431|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:31:23 || Estimated Time: 5 days, 14:26:53
2023-07-27 17:14:48,654 semantic_segmentation INFO: Iters: 3840/150000 || Lr: 0.019539 || Task Loss: 0.4222 || KD Loss: 0.2356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1629|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:31:55 || Estimated Time: 5 days, 14:25:42
2023-07-27 17:15:20,800 semantic_segmentation INFO: Iters: 3850/150000 || Lr: 0.019538 || Task Loss: 0.3583 || KD Loss: 0.1597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1417|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:32:27 || Estimated Time: 5 days, 14:24:31
2023-07-27 17:15:52,978 semantic_segmentation INFO: Iters: 3860/150000 || Lr: 0.019536 || Task Loss: 0.4006 || KD Loss: 0.2114|| 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: 3:32:59 || Estimated Time: 5 days, 14:23:24
2023-07-27 17:16:25,076 semantic_segmentation INFO: Iters: 3870/150000 || Lr: 0.019535 || Task Loss: 0.2562 || KD Loss: 0.0862|| 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: 3:33:31 || Estimated Time: 5 days, 14:22:11
2023-07-27 17:16:57,117 semantic_segmentation INFO: Iters: 3880/150000 || Lr: 0.019534 || Task Loss: 0.3155 || KD Loss: 0.2212|| 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: 3:34:03 || Estimated Time: 5 days, 14:20:59
2023-07-27 17:17:29,212 semantic_segmentation INFO: Iters: 3890/150000 || Lr: 0.019533 || Task Loss: 0.3730 || KD Loss: 0.1580|| 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: 3:34:36 || Estimated Time: 5 days, 14:19:48
2023-07-27 17:18:01,333 semantic_segmentation INFO: Iters: 3900/150000 || Lr: 0.019532 || Task Loss: 0.2640 || KD Loss: 0.0939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1411|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:35:08 || Estimated Time: 5 days, 14:18:38
2023-07-27 17:18:33,610 semantic_segmentation INFO: Iters: 3910/150000 || Lr: 0.019530 || Task Loss: 0.5150 || KD Loss: 0.2452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1493|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:35:40 || Estimated Time: 5 days, 14:17:34
2023-07-27 17:19:05,987 semantic_segmentation INFO: Iters: 3920/150000 || Lr: 0.019529 || Task Loss: 0.3918 || KD Loss: 0.1488|| 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: 3:36:12 || Estimated Time: 5 days, 14:16:34
2023-07-27 17:19:38,344 semantic_segmentation INFO: Iters: 3930/150000 || Lr: 0.019528 || Task Loss: 0.6941 || KD Loss: 0.3081|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1485|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:36:45 || Estimated Time: 5 days, 14:15:34
2023-07-27 17:20:10,835 semantic_segmentation INFO: Iters: 3940/150000 || Lr: 0.019527 || Task Loss: 0.5236 || KD Loss: 0.2170|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1589|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:37:17 || Estimated Time: 5 days, 14:14:39
2023-07-27 17:20:46,632 semantic_segmentation INFO: Iters: 3950/150000 || Lr: 0.019525 || Task Loss: 0.3714 || KD Loss: 0.1418|| 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: 3:37:53 || Estimated Time: 5 days, 14:15:46
2023-07-27 17:21:18,769 semantic_segmentation INFO: Iters: 3960/150000 || Lr: 0.019524 || Task Loss: 0.2717 || KD Loss: 0.0995|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1494|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:38:25 || Estimated Time: 5 days, 14:14:37
2023-07-27 17:21:51,065 semantic_segmentation INFO: Iters: 3970/150000 || Lr: 0.019523 || Task Loss: 0.3275 || KD Loss: 0.1483|| 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: 3:38:57 || Estimated Time: 5 days, 14:13:34
2023-07-27 17:22:23,433 semantic_segmentation INFO: Iters: 3980/150000 || Lr: 0.019522 || Task Loss: 0.3246 || KD Loss: 0.2071|| 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: 3:39:30 || Estimated Time: 5 days, 14:12:35
2023-07-27 17:22:55,689 semantic_segmentation INFO: Iters: 3990/150000 || Lr: 0.019521 || Task Loss: 0.3853 || KD Loss: 0.2044|| 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: 3:40:02 || Estimated Time: 5 days, 14:11:33
2023-07-27 17:23:28,009 semantic_segmentation INFO: Iters: 4000/150000 || Lr: 0.019519 || Task Loss: 0.3048 || KD Loss: 0.1015|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1442|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:40:34 || Estimated Time: 5 days, 14:10:31
2023-07-27 17:23:28,092 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-27 17:23:28,919 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.930, mIoU: 0.356
2023-07-27 17:23:29,039 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.945, mIoU: 0.428
2023-07-27 17:23:29,146 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.951, mIoU: 0.437
2023-07-27 17:23:29,257 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.952, mIoU: 0.474
2023-07-27 17:23:29,365 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.955, mIoU: 0.468
2023-07-27 17:23:29,468 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.953, mIoU: 0.473
2023-07-27 17:23:29,573 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.953, mIoU: 0.503
2023-07-27 17:23:29,677 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.953, mIoU: 0.522
2023-07-27 17:23:29,779 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.952, mIoU: 0.524
2023-07-27 17:23:29,882 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.949, mIoU: 0.554
2023-07-27 17:23:29,984 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.949, mIoU: 0.560
2023-07-27 17:23:30,088 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.944, mIoU: 0.580
2023-07-27 17:23:30,194 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.944, mIoU: 0.585
2023-07-27 17:23:30,299 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.939, mIoU: 0.564
2023-07-27 17:23:30,403 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.935, mIoU: 0.553
2023-07-27 17:23:30,510 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.933, mIoU: 0.547
2023-07-27 17:23:30,621 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.932, mIoU: 0.539
2023-07-27 17:23:30,732 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.932, mIoU: 0.539
2023-07-27 17:23:30,839 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.931, mIoU: 0.545
2023-07-27 17:23:30,945 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.928, mIoU: 0.551
2023-07-27 17:23:31,055 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.925, mIoU: 0.551
2023-07-27 17:23:31,166 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.923, mIoU: 0.573
2023-07-27 17:23:31,276 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.923, mIoU: 0.573
2023-07-27 17:23:31,385 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.920, mIoU: 0.579
2023-07-27 17:23:31,491 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.914, mIoU: 0.585
2023-07-27 17:23:31,596 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.915, mIoU: 0.588
2023-07-27 17:23:31,702 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.914, mIoU: 0.583
2023-07-27 17:23:31,805 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.913, mIoU: 0.580
2023-07-27 17:23:31,910 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.913, mIoU: 0.582
2023-07-27 17:23:32,014 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.912, mIoU: 0.572
2023-07-27 17:23:32,119 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.913, mIoU: 0.573
2023-07-27 17:23:32,222 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.913, mIoU: 0.572
2023-07-27 17:23:32,328 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.914, mIoU: 0.575
2023-07-27 17:23:32,433 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.913, mIoU: 0.573
2023-07-27 17:23:32,538 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.913, mIoU: 0.573
2023-07-27 17:23:32,643 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.913, mIoU: 0.573
2023-07-27 17:23:32,745 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.913, mIoU: 0.571
2023-07-27 17:23:32,848 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.911, mIoU: 0.571
2023-07-27 17:23:32,950 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.911, mIoU: 0.567
2023-07-27 17:23:33,054 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.912, mIoU: 0.567
2023-07-27 17:23:33,159 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.913, mIoU: 0.569
2023-07-27 17:23:33,266 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.914, mIoU: 0.569
2023-07-27 17:23:33,370 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.914, mIoU: 0.570
2023-07-27 17:23:33,477 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.915, mIoU: 0.571
2023-07-27 17:23:33,584 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.916, mIoU: 0.569
2023-07-27 17:23:33,697 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.916, mIoU: 0.569
2023-07-27 17:23:33,813 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.916, mIoU: 0.569
2023-07-27 17:23:33,919 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.917, mIoU: 0.569
2023-07-27 17:23:34,025 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.918, mIoU: 0.574
2023-07-27 17:23:34,132 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.918, mIoU: 0.575
2023-07-27 17:23:34,240 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.917, mIoU: 0.575
2023-07-27 17:23:34,352 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.916, mIoU: 0.572
2023-07-27 17:23:34,460 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.915, mIoU: 0.570
2023-07-27 17:23:34,566 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.914, mIoU: 0.567
2023-07-27 17:23:34,672 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.913, mIoU: 0.566
2023-07-27 17:23:34,776 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.913, mIoU: 0.566
2023-07-27 17:23:34,879 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.914, mIoU: 0.566
2023-07-27 17:23:34,985 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.914, mIoU: 0.573
2023-07-27 17:23:35,087 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.914, mIoU: 0.573
2023-07-27 17:23:35,190 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.914, mIoU: 0.571
2023-07-27 17:23:35,294 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.912, mIoU: 0.571
2023-07-27 17:23:35,397 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.912, mIoU: 0.572
2023-07-27 17:23:35,501 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.911, mIoU: 0.571
2023-07-27 17:23:35,604 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.911, mIoU: 0.571
2023-07-27 17:23:35,707 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.910, mIoU: 0.572
2023-07-27 17:23:35,810 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.909, mIoU: 0.571
2023-07-27 17:23:35,912 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.908, mIoU: 0.569
2023-07-27 17:23:36,017 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.906, mIoU: 0.567
2023-07-27 17:23:36,122 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.906, mIoU: 0.566
2023-07-27 17:23:36,227 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.907, mIoU: 0.566
2023-07-27 17:23:36,334 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.908, mIoU: 0.566
2023-07-27 17:23:36,439 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.908, mIoU: 0.567
2023-07-27 17:23:36,545 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.909, mIoU: 0.566
2023-07-27 17:23:36,650 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.909, mIoU: 0.566
2023-07-27 17:23:36,757 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.908, mIoU: 0.567
2023-07-27 17:23:36,870 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.909, mIoU: 0.567
2023-07-27 17:23:36,978 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.909, mIoU: 0.567
2023-07-27 17:23:37,085 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.909, mIoU: 0.567
2023-07-27 17:23:37,198 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.909, mIoU: 0.567
2023-07-27 17:23:37,310 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.909, mIoU: 0.569
2023-07-27 17:23:37,421 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.908, mIoU: 0.570
2023-07-27 17:23:37,532 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.908, mIoU: 0.570
2023-07-27 17:23:37,644 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.908, mIoU: 0.569
2023-07-27 17:23:37,755 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.907, mIoU: 0.567
2023-07-27 17:23:37,862 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.904, mIoU: 0.565
2023-07-27 17:23:37,969 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.904, mIoU: 0.566
2023-07-27 17:23:38,072 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.904, mIoU: 0.566
2023-07-27 17:23:38,177 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.905, mIoU: 0.566
2023-07-27 17:23:38,281 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.905, mIoU: 0.564
2023-07-27 17:23:38,387 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.905, mIoU: 0.565
2023-07-27 17:23:38,491 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.905, mIoU: 0.565
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2023-07-27 17:23:39,037 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.905, mIoU: 0.560
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2023-07-27 17:23:39,475 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.903, mIoU: 0.557
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2023-07-27 17:23:40,023 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.901, mIoU: 0.556
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2023-07-27 17:23:41,107 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.901, mIoU: 0.555
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2023-07-27 17:24:00,070 semantic_segmentation INFO: Sample: 291, Validation pixAcc: 0.909, mIoU: 0.556
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2023-07-27 17:24:00,911 semantic_segmentation INFO: Sample: 299, Validation pixAcc: 0.910, mIoU: 0.556
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2023-07-27 17:24:01,326 semantic_segmentation INFO: Sample: 303, Validation pixAcc: 0.910, mIoU: 0.555
2023-07-27 17:24:01,431 semantic_segmentation INFO: Sample: 304, Validation pixAcc: 0.910, mIoU: 0.554
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2023-07-27 17:24:01,651 semantic_segmentation INFO: Sample: 306, Validation pixAcc: 0.910, mIoU: 0.554
2023-07-27 17:24:01,771 semantic_segmentation INFO: Sample: 307, Validation pixAcc: 0.910, mIoU: 0.554
2023-07-27 17:24:01,885 semantic_segmentation INFO: Sample: 308, Validation pixAcc: 0.910, mIoU: 0.554
2023-07-27 17:24:02,001 semantic_segmentation INFO: Sample: 309, Validation pixAcc: 0.911, mIoU: 0.554
2023-07-27 17:24:02,112 semantic_segmentation INFO: Sample: 310, Validation pixAcc: 0.911, mIoU: 0.554
2023-07-27 17:24:02,225 semantic_segmentation INFO: Sample: 311, Validation pixAcc: 0.911, mIoU: 0.554
2023-07-27 17:24:02,333 semantic_segmentation INFO: Sample: 312, Validation pixAcc: 0.911, mIoU: 0.554
2023-07-27 17:24:02,434 semantic_segmentation INFO: Sample: 313, Validation pixAcc: 0.910, mIoU: 0.553
2023-07-27 17:24:02,536 semantic_segmentation INFO: Sample: 314, Validation pixAcc: 0.910, mIoU: 0.552
2023-07-27 17:24:02,637 semantic_segmentation INFO: Sample: 315, Validation pixAcc: 0.909, mIoU: 0.551
2023-07-27 17:24:02,743 semantic_segmentation INFO: Sample: 316, Validation pixAcc: 0.909, mIoU: 0.551
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2023-07-27 17:24:03,050 semantic_segmentation INFO: Sample: 319, Validation pixAcc: 0.909, mIoU: 0.551
2023-07-27 17:24:03,153 semantic_segmentation INFO: Sample: 320, Validation pixAcc: 0.909, mIoU: 0.551
2023-07-27 17:24:03,256 semantic_segmentation INFO: Sample: 321, Validation pixAcc: 0.909, mIoU: 0.551
2023-07-27 17:24:03,363 semantic_segmentation INFO: Sample: 322, Validation pixAcc: 0.909, mIoU: 0.551
2023-07-27 17:24:03,467 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.909, mIoU: 0.550
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2023-07-27 17:24:03,681 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.908, mIoU: 0.550
2023-07-27 17:24:03,788 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.909, mIoU: 0.551
2023-07-27 17:24:03,892 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.909, mIoU: 0.551
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2023-07-27 17:24:04,911 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.910, mIoU: 0.552
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2023-07-27 17:24:05,579 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.911, mIoU: 0.553
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2023-07-27 17:24:05,919 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.911, mIoU: 0.553
2023-07-27 17:24:06,034 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.911, mIoU: 0.553
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2023-07-27 17:24:06,248 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.911, mIoU: 0.554
2023-07-27 17:24:06,355 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.912, mIoU: 0.554
2023-07-27 17:24:06,468 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.912, mIoU: 0.554
2023-07-27 17:24:06,584 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.912, mIoU: 0.554
2023-07-27 17:24:06,691 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.912, mIoU: 0.554
2023-07-27 17:24:06,799 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.912, mIoU: 0.555
2023-07-27 17:24:06,909 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.912, mIoU: 0.555
2023-07-27 17:24:07,020 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.912, mIoU: 0.555
2023-07-27 17:24:07,131 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.912, mIoU: 0.555
2023-07-27 17:24:07,243 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.912, mIoU: 0.555
2023-07-27 17:24:07,350 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.912, mIoU: 0.555
2023-07-27 17:24:07,456 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.912, mIoU: 0.556
2023-07-27 17:24:07,561 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.913, mIoU: 0.557
2023-07-27 17:24:07,667 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.913, mIoU: 0.557
2023-07-27 17:24:07,775 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.913, mIoU: 0.557
2023-07-27 17:24:07,884 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.913, mIoU: 0.557
2023-07-27 17:24:07,995 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.913, mIoU: 0.557
2023-07-27 17:24:08,107 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.913, mIoU: 0.557
2023-07-27 17:24:08,219 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.913, mIoU: 0.557
2023-07-27 17:24:08,330 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.913, mIoU: 0.557
2023-07-27 17:24:08,440 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.913, mIoU: 0.557
2023-07-27 17:24:08,552 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.913, mIoU: 0.558
2023-07-27 17:24:08,665 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.914, mIoU: 0.558
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2023-07-27 17:24:09,544 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.914, mIoU: 0.559
2023-07-27 17:24:09,659 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.914, mIoU: 0.560
2023-07-27 17:24:09,769 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.914, mIoU: 0.560
2023-07-27 17:24:09,879 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.915, mIoU: 0.560
2023-07-27 17:24:09,985 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.915, mIoU: 0.560
2023-07-27 17:24:10,095 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.915, mIoU: 0.561
2023-07-27 17:24:10,200 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.915, mIoU: 0.561
2023-07-27 17:24:10,304 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.915, mIoU: 0.561
2023-07-27 17:24:10,408 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.915, mIoU: 0.561
2023-07-27 17:24:10,512 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.915, mIoU: 0.561
2023-07-27 17:24:10,617 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.915, mIoU: 0.561
2023-07-27 17:24:10,723 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.915, mIoU: 0.561
2023-07-27 17:24:10,828 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.915, mIoU: 0.562
2023-07-27 17:24:10,933 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.915, mIoU: 0.562
2023-07-27 17:24:11,039 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.915, mIoU: 0.562
2023-07-27 17:24:11,144 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.916, mIoU: 0.562
2023-07-27 17:24:11,249 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.916, mIoU: 0.563
2023-07-27 17:24:11,353 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.916, mIoU: 0.563
2023-07-27 17:24:11,458 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.916, mIoU: 0.563
2023-07-27 17:24:11,563 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.916, mIoU: 0.563
2023-07-27 17:24:11,668 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.916, mIoU: 0.563
2023-07-27 17:24:11,773 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.916, mIoU: 0.563
2023-07-27 17:24:11,879 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.916, mIoU: 0.563
2023-07-27 17:24:11,986 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.916, mIoU: 0.563
2023-07-27 17:24:12,096 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.917, mIoU: 0.563
2023-07-27 17:24:12,209 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.917, mIoU: 0.563
2023-07-27 17:24:12,326 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.917, mIoU: 0.563
2023-07-27 17:24:12,435 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.917, mIoU: 0.564
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2023-07-27 17:24:12,655 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.917, mIoU: 0.564
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2023-07-27 17:24:12,871 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.917, mIoU: 0.564
2023-07-27 17:24:12,976 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.917, mIoU: 0.565
2023-07-27 17:24:13,082 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.917, mIoU: 0.565
2023-07-27 17:24:13,186 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.917, mIoU: 0.565
2023-07-27 17:24:13,290 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.918, mIoU: 0.565
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2023-07-27 17:24:13,606 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.918, mIoU: 0.565
2023-07-27 17:24:13,711 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.918, mIoU: 0.565
2023-07-27 17:24:13,816 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.918, mIoU: 0.566
2023-07-27 17:24:13,922 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.918, mIoU: 0.566
2023-07-27 17:24:14,027 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.918, mIoU: 0.566
2023-07-27 17:24:14,132 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.918, mIoU: 0.567
2023-07-27 17:24:14,237 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.918, mIoU: 0.567
2023-07-27 17:24:14,344 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.918, mIoU: 0.567
2023-07-27 17:24:14,455 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.918, mIoU: 0.567
2023-07-27 17:24:14,572 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.919, mIoU: 0.567
2023-07-27 17:24:14,680 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.919, mIoU: 0.567
2023-07-27 17:24:14,789 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.919, mIoU: 0.567
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2023-07-27 17:24:15,005 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.919, mIoU: 0.567
2023-07-27 17:24:15,114 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.919, mIoU: 0.567
2023-07-27 17:24:15,222 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.919, mIoU: 0.567
2023-07-27 17:24:15,330 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.919, mIoU: 0.567
2023-07-27 17:24:15,435 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.919, mIoU: 0.567
2023-07-27 17:24:15,539 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.919, mIoU: 0.567
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2023-07-27 17:24:15,749 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.919, mIoU: 0.567
2023-07-27 17:24:15,853 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.920, mIoU: 0.567
2023-07-27 17:24:15,961 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.920, mIoU: 0.568
2023-07-27 17:24:16,066 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.920, mIoU: 0.568
2023-07-27 17:24:16,171 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.920, mIoU: 0.568
2023-07-27 17:24:16,276 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.920, mIoU: 0.568
2023-07-27 17:24:16,381 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.920, mIoU: 0.568
2023-07-27 17:24:16,484 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.920, mIoU: 0.568
2023-07-27 17:24:16,591 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.920, mIoU: 0.568
2023-07-27 17:24:16,697 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.920, mIoU: 0.569
2023-07-27 17:24:16,803 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.920, mIoU: 0.569
2023-07-27 17:24:16,917 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.920, mIoU: 0.569
2023-07-27 17:24:17,035 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.920, mIoU: 0.569
2023-07-27 17:24:17,148 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.921, mIoU: 0.569
2023-07-27 17:24:17,259 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.921, mIoU: 0.569
2023-07-27 17:24:17,370 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.921, mIoU: 0.569
2023-07-27 17:24:17,477 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.921, mIoU: 0.569
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2023-07-27 17:24:17,794 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.921, mIoU: 0.571
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2023-07-27 17:24:18,425 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.921, mIoU: 0.573
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2023-07-27 17:24:18,990 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.921, mIoU: 0.574
2023-07-27 17:24:19,105 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.921, mIoU: 0.574
2023-07-27 17:24:19,217 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.921, mIoU: 0.574
2023-07-27 17:24:19,329 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.921, mIoU: 0.574
2023-07-27 17:24:19,439 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.921, mIoU: 0.574
2023-07-27 17:24:19,549 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.921, mIoU: 0.574
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2023-07-27 17:24:19,763 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.922, mIoU: 0.574
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2023-07-27 17:24:19,990 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.922, mIoU: 0.574
2023-07-27 17:24:20,106 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.922, mIoU: 0.574
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2023-07-27 17:24:20,329 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.922, mIoU: 0.574
2023-07-27 17:24:20,438 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.922, mIoU: 0.574
2023-07-27 17:24:20,548 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.922, mIoU: 0.574
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2023-07-27 17:24:20,759 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.922, mIoU: 0.574
2023-07-27 17:24:20,864 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.922, mIoU: 0.574
2023-07-27 17:24:20,970 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.922, mIoU: 0.575
2023-07-27 17:24:21,076 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.922, mIoU: 0.575
2023-07-27 17:24:21,179 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.922, mIoU: 0.575
2023-07-27 17:24:21,283 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.922, mIoU: 0.575
2023-07-27 17:24:21,386 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.922, mIoU: 0.575
2023-07-27 17:24:21,489 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.922, mIoU: 0.575
2023-07-27 17:24:21,593 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.922, mIoU: 0.575
2023-07-27 17:24:21,696 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.922, mIoU: 0.575
2023-07-27 17:24:21,799 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.922, mIoU: 0.575
2023-07-27 17:24:21,902 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.922, mIoU: 0.575
2023-07-27 17:24:22,004 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.922, mIoU: 0.575
2023-07-27 17:24:22,109 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.922, mIoU: 0.576
2023-07-27 17:24:22,212 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.922, mIoU: 0.576
2023-07-27 17:24:22,316 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.922, mIoU: 0.576
2023-07-27 17:24:22,419 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.922, mIoU: 0.576
2023-07-27 17:24:22,522 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.923, mIoU: 0.576
2023-07-27 17:24:22,627 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.923, mIoU: 0.576
2023-07-27 17:24:55,433 semantic_segmentation INFO: Iters: 4010/150000 || Lr: 0.019518 || Task Loss: 0.2851 || KD Loss: 0.1239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1425|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:42:02 || Estimated Time: 5 days, 14:42:55
2023-07-27 17:25:27,697 semantic_segmentation INFO: Iters: 4020/150000 || Lr: 0.019517 || Task Loss: 0.2955 || KD Loss: 0.1718|| 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: 3:42:34 || Estimated Time: 5 days, 14:41:48
2023-07-27 17:25:59,765 semantic_segmentation INFO: Iters: 4030/150000 || Lr: 0.019516 || Task Loss: 0.3268 || KD Loss: 0.1364|| 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: 3:43:06 || Estimated Time: 5 days, 14:40:33
2023-07-27 17:26:31,943 semantic_segmentation INFO: Iters: 4040/150000 || Lr: 0.019515 || Task Loss: 0.3711 || KD Loss: 0.1752|| 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: 3:43:38 || Estimated Time: 5 days, 14:39:23
2023-07-27 17:27:04,102 semantic_segmentation INFO: Iters: 4050/150000 || Lr: 0.019513 || Task Loss: 0.2509 || KD Loss: 0.0790|| 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: 3:44:10 || Estimated Time: 5 days, 14:38:12
2023-07-27 17:27:36,242 semantic_segmentation INFO: Iters: 4060/150000 || Lr: 0.019512 || Task Loss: 0.2561 || KD Loss: 0.0945|| 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: 3:44:43 || Estimated Time: 5 days, 14:37:02
2023-07-27 17:28:08,426 semantic_segmentation INFO: Iters: 4070/150000 || Lr: 0.019511 || Task Loss: 0.2867 || KD Loss: 0.0915|| 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: 3:45:15 || Estimated Time: 5 days, 14:35:50
2023-07-27 17:28:40,480 semantic_segmentation INFO: Iters: 4080/150000 || Lr: 0.019510 || Task Loss: 0.2724 || KD Loss: 0.1253|| 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: 3:45:47 || Estimated Time: 5 days, 14:34:36
2023-07-27 17:29:12,589 semantic_segmentation INFO: Iters: 4090/150000 || Lr: 0.019509 || Task Loss: 0.3426 || KD Loss: 0.1320|| 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: 3:46:19 || Estimated Time: 5 days, 14:33:24
2023-07-27 17:29:44,780 semantic_segmentation INFO: Iters: 4100/150000 || Lr: 0.019507 || Task Loss: 0.2970 || KD Loss: 0.1464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1445|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:46:51 || Estimated Time: 5 days, 14:32:14
2023-07-27 17:30:16,881 semantic_segmentation INFO: Iters: 4110/150000 || Lr: 0.019506 || Task Loss: 0.4394 || KD Loss: 0.1831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1444|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:47:23 || Estimated Time: 5 days, 14:31:02
2023-07-27 17:30:49,092 semantic_segmentation INFO: Iters: 4120/150000 || Lr: 0.019505 || Task Loss: 0.4572 || KD Loss: 0.2182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1525|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:47:55 || Estimated Time: 5 days, 14:29:54
2023-07-27 17:31:21,230 semantic_segmentation INFO: Iters: 4130/150000 || Lr: 0.019504 || Task Loss: 0.3142 || KD Loss: 0.1466|| 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: 3:48:28 || Estimated Time: 5 days, 14:28:43
2023-07-27 17:31:53,392 semantic_segmentation INFO: Iters: 4140/150000 || Lr: 0.019503 || Task Loss: 0.4488 || KD Loss: 0.1632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1577|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:49:00 || Estimated Time: 5 days, 14:27:34
2023-07-27 17:32:25,507 semantic_segmentation INFO: Iters: 4150/150000 || Lr: 0.019501 || Task Loss: 0.2811 || KD Loss: 0.0911|| 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: 3:49:32 || Estimated Time: 5 days, 14:26:23
2023-07-27 17:32:57,553 semantic_segmentation INFO: Iters: 4160/150000 || Lr: 0.019500 || Task Loss: 0.4305 || KD Loss: 0.1922|| 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: 3:50:04 || Estimated Time: 5 days, 14:25:10
2023-07-27 17:33:29,678 semantic_segmentation INFO: Iters: 4170/150000 || Lr: 0.019499 || Task Loss: 0.2601 || KD Loss: 0.1045|| 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: 3:50:36 || Estimated Time: 5 days, 14:24:01
2023-07-27 17:34:01,809 semantic_segmentation INFO: Iters: 4180/150000 || Lr: 0.019498 || Task Loss: 0.2868 || KD Loss: 0.1042|| 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: 3:51:08 || Estimated Time: 5 days, 14:22:50
2023-07-27 17:34:33,839 semantic_segmentation INFO: Iters: 4190/150000 || Lr: 0.019497 || Task Loss: 0.3252 || KD Loss: 0.1084|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1469|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:51:40 || Estimated Time: 5 days, 14:21:39
2023-07-27 17:35:06,023 semantic_segmentation INFO: Iters: 4200/150000 || Lr: 0.019495 || Task Loss: 0.5068 || KD Loss: 0.1638|| 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: 3:52:12 || Estimated Time: 5 days, 14:20:31
2023-07-27 17:35:38,060 semantic_segmentation INFO: Iters: 4210/150000 || Lr: 0.019494 || Task Loss: 0.4211 || KD Loss: 0.1700|| 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: 3:52:44 || Estimated Time: 5 days, 14:19:17
2023-07-27 17:36:10,292 semantic_segmentation INFO: Iters: 4220/150000 || Lr: 0.019493 || Task Loss: 0.2830 || KD Loss: 0.1469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1458|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:53:17 || Estimated Time: 5 days, 14:18:13
2023-07-27 17:36:42,657 semantic_segmentation INFO: Iters: 4230/150000 || Lr: 0.019492 || Task Loss: 0.3021 || KD Loss: 0.1564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1564|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:53:49 || Estimated Time: 5 days, 14:17:13
2023-07-27 17:37:15,134 semantic_segmentation INFO: Iters: 4240/150000 || Lr: 0.019491 || Task Loss: 0.3029 || KD Loss: 0.1020|| 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: 3:54:21 || Estimated Time: 5 days, 14:16:14
2023-07-27 17:37:47,667 semantic_segmentation INFO: Iters: 4250/150000 || Lr: 0.019489 || Task Loss: 0.3478 || KD Loss: 0.1113|| 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: 3:54:54 || Estimated Time: 5 days, 14:15:19
2023-07-27 17:38:20,281 semantic_segmentation INFO: Iters: 4260/150000 || Lr: 0.019488 || Task Loss: 0.3786 || KD Loss: 0.1475|| 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: 3:55:27 || Estimated Time: 5 days, 14:14:27
2023-07-27 17:38:52,805 semantic_segmentation INFO: Iters: 4270/150000 || Lr: 0.019487 || Task Loss: 0.2741 || KD Loss: 0.0979|| 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: 3:55:59 || Estimated Time: 5 days, 14:13:33
2023-07-27 17:39:25,278 semantic_segmentation INFO: Iters: 4280/150000 || Lr: 0.019486 || Task Loss: 0.3980 || KD Loss: 0.1596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1417|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:56:32 || Estimated Time: 5 days, 14:12:37
2023-07-27 17:39:57,750 semantic_segmentation INFO: Iters: 4290/150000 || Lr: 0.019485 || Task Loss: 0.4680 || KD Loss: 0.3255|| 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: 3:57:04 || Estimated Time: 5 days, 14:11:40
2023-07-27 17:40:29,868 semantic_segmentation INFO: Iters: 4300/150000 || Lr: 0.019483 || Task Loss: 0.3306 || KD Loss: 0.1221|| 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: 3:57:36 || Estimated Time: 5 days, 14:10:32
2023-07-27 17:41:02,035 semantic_segmentation INFO: Iters: 4310/150000 || Lr: 0.019482 || Task Loss: 0.3609 || KD Loss: 0.2345|| 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: 3:58:08 || Estimated Time: 5 days, 14:09:25
2023-07-27 17:41:34,144 semantic_segmentation INFO: Iters: 4320/150000 || Lr: 0.019481 || Task Loss: 0.3296 || KD Loss: 0.1101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1446|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:58:40 || Estimated Time: 5 days, 14:08:18
2023-07-27 17:42:06,427 semantic_segmentation INFO: Iters: 4330/150000 || Lr: 0.019480 || Task Loss: 0.2891 || KD Loss: 0.1161|| 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: 3:59:13 || Estimated Time: 5 days, 14:07:15
2023-07-27 17:42:38,590 semantic_segmentation INFO: Iters: 4340/150000 || Lr: 0.019479 || Task Loss: 0.2481 || KD Loss: 0.0951|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1500|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:59:45 || Estimated Time: 5 days, 14:06:08
2023-07-27 17:43:10,836 semantic_segmentation INFO: Iters: 4350/150000 || Lr: 0.019477 || Task Loss: 0.3373 || KD Loss: 0.1299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1498|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:00:17 || Estimated Time: 5 days, 14:05:06
2023-07-27 17:43:46,172 semantic_segmentation INFO: Iters: 4360/150000 || Lr: 0.019476 || Task Loss: 0.3337 || KD Loss: 0.1225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1408|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:00:53 || Estimated Time: 5 days, 14:05:46
2023-07-27 17:44:18,358 semantic_segmentation INFO: Iters: 4370/150000 || Lr: 0.019475 || Task Loss: 0.2504 || KD Loss: 0.0980|| 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: 4:01:25 || Estimated Time: 5 days, 14:04:41
2023-07-27 17:44:50,550 semantic_segmentation INFO: Iters: 4380/150000 || Lr: 0.019474 || Task Loss: 0.3216 || KD Loss: 0.1455|| 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: 4:01:57 || Estimated Time: 5 days, 14:03:36
2023-07-27 17:45:22,758 semantic_segmentation INFO: Iters: 4390/150000 || Lr: 0.019473 || Task Loss: 0.3159 || KD Loss: 0.1471|| 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: 4:02:29 || Estimated Time: 5 days, 14:02:31
2023-07-27 17:45:54,997 semantic_segmentation INFO: Iters: 4400/150000 || Lr: 0.019471 || Task Loss: 0.3384 || KD Loss: 0.1306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1475|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:03:01 || Estimated Time: 5 days, 14:01:29
2023-07-27 17:46:27,424 semantic_segmentation INFO: Iters: 4410/150000 || Lr: 0.019470 || Task Loss: 0.3730 || KD Loss: 0.1543|| 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: 4:03:34 || Estimated Time: 5 days, 14:00:33
2023-07-27 17:46:59,647 semantic_segmentation INFO: Iters: 4420/150000 || Lr: 0.019469 || Task Loss: 0.5139 || KD Loss: 0.2261|| 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: 4:04:06 || Estimated Time: 5 days, 13:59:30
2023-07-27 17:47:31,968 semantic_segmentation INFO: Iters: 4430/150000 || Lr: 0.019468 || Task Loss: 0.2914 || KD Loss: 0.1334|| 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: 4:04:38 || Estimated Time: 5 days, 13:58:29
2023-07-27 17:48:04,362 semantic_segmentation INFO: Iters: 4440/150000 || Lr: 0.019467 || Task Loss: 0.4162 || KD Loss: 0.1423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1493|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:05:11 || Estimated Time: 5 days, 13:57:31
2023-07-27 17:48:36,729 semantic_segmentation INFO: Iters: 4450/150000 || Lr: 0.019465 || Task Loss: 0.3156 || KD Loss: 0.1225|| 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: 4:05:43 || Estimated Time: 5 days, 13:56:33
2023-07-27 17:49:08,911 semantic_segmentation INFO: Iters: 4460/150000 || Lr: 0.019464 || Task Loss: 0.2693 || KD Loss: 0.1125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1463|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:06:15 || Estimated Time: 5 days, 13:55:29
2023-07-27 17:49:41,000 semantic_segmentation INFO: Iters: 4470/150000 || Lr: 0.019463 || Task Loss: 0.4868 || KD Loss: 0.1861|| 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: 4:06:47 || Estimated Time: 5 days, 13:54:23
2023-07-27 17:50:13,214 semantic_segmentation INFO: Iters: 4480/150000 || Lr: 0.019462 || Task Loss: 0.3146 || KD Loss: 0.1125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1546|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:07:20 || Estimated Time: 5 days, 13:53:19
2023-07-27 17:50:45,647 semantic_segmentation INFO: Iters: 4490/150000 || Lr: 0.019461 || Task Loss: 0.3352 || KD Loss: 0.1201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1481|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:07:52 || Estimated Time: 5 days, 13:52:26
2023-07-27 17:51:17,974 semantic_segmentation INFO: Iters: 4500/150000 || Lr: 0.019459 || Task Loss: 0.4652 || KD Loss: 0.2938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1446|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:08:24 || Estimated Time: 5 days, 13:51:26
2023-07-27 17:51:50,225 semantic_segmentation INFO: Iters: 4510/150000 || Lr: 0.019458 || Task Loss: 0.3050 || KD Loss: 0.0993|| 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: 4:08:57 || Estimated Time: 5 days, 13:50:25
2023-07-27 17:52:22,305 semantic_segmentation INFO: Iters: 4520/150000 || Lr: 0.019457 || Task Loss: 0.4465 || KD Loss: 0.1937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1503|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:09:29 || Estimated Time: 5 days, 13:49:18
2023-07-27 17:52:54,590 semantic_segmentation INFO: Iters: 4530/150000 || Lr: 0.019456 || Task Loss: 0.3255 || KD Loss: 0.1175|| 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: 4:10:01 || Estimated Time: 5 days, 13:48:18
2023-07-27 17:53:26,795 semantic_segmentation INFO: Iters: 4540/150000 || Lr: 0.019454 || Task Loss: 0.3442 || KD Loss: 0.1403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1453|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:10:33 || Estimated Time: 5 days, 13:47:15
2023-07-27 17:53:58,931 semantic_segmentation INFO: Iters: 4550/150000 || Lr: 0.019453 || Task Loss: 0.3307 || KD Loss: 0.1596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1417|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:11:05 || Estimated Time: 5 days, 13:46:11
2023-07-27 17:54:31,090 semantic_segmentation INFO: Iters: 4560/150000 || Lr: 0.019452 || Task Loss: 0.3573 || KD Loss: 0.1535|| 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: 4:11:37 || Estimated Time: 5 days, 13:45:08
2023-07-27 17:55:03,221 semantic_segmentation INFO: Iters: 4570/150000 || Lr: 0.019451 || Task Loss: 0.4057 || KD Loss: 0.1656|| 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: 4:12:10 || Estimated Time: 5 days, 13:44:03
2023-07-27 17:55:35,430 semantic_segmentation INFO: Iters: 4580/150000 || Lr: 0.019450 || Task Loss: 0.3514 || KD Loss: 0.1537|| 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: 4:12:42 || Estimated Time: 5 days, 13:43:02
2023-07-27 17:56:07,910 semantic_segmentation INFO: Iters: 4590/150000 || Lr: 0.019448 || Task Loss: 0.3790 || KD Loss: 0.1563|| 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: 4:13:14 || Estimated Time: 5 days, 13:42:09
2023-07-27 17:56:40,354 semantic_segmentation INFO: Iters: 4600/150000 || Lr: 0.019447 || Task Loss: 0.3289 || KD Loss: 0.1654|| 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: 4:13:47 || Estimated Time: 5 days, 13:41:16
2023-07-27 17:57:12,786 semantic_segmentation INFO: Iters: 4610/150000 || Lr: 0.019446 || Task Loss: 0.3587 || KD Loss: 0.1756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1419|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:14:19 || Estimated Time: 5 days, 13:40:22
2023-07-27 17:57:45,356 semantic_segmentation INFO: Iters: 4620/150000 || Lr: 0.019445 || Task Loss: 0.3715 || KD Loss: 0.1499|| 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: 4:14:52 || Estimated Time: 5 days, 13:39:32
2023-07-27 17:58:17,846 semantic_segmentation INFO: Iters: 4630/150000 || Lr: 0.019444 || Task Loss: 0.2907 || KD Loss: 0.1348|| 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: 4:15:24 || Estimated Time: 5 days, 13:38:39
2023-07-27 17:58:50,302 semantic_segmentation INFO: Iters: 4640/150000 || Lr: 0.019442 || Task Loss: 0.4934 || KD Loss: 0.2278|| 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: 4:15:57 || Estimated Time: 5 days, 13:37:46
2023-07-27 17:59:22,744 semantic_segmentation INFO: Iters: 4650/150000 || Lr: 0.019441 || Task Loss: 0.2616 || KD Loss: 0.1082|| 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: 4:16:29 || Estimated Time: 5 days, 13:36:53
2023-07-27 17:59:55,124 semantic_segmentation INFO: Iters: 4660/150000 || Lr: 0.019440 || Task Loss: 0.3443 || KD Loss: 0.1372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1466|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:17:01 || Estimated Time: 5 days, 13:35:58
2023-07-27 18:00:27,384 semantic_segmentation INFO: Iters: 4670/150000 || Lr: 0.019439 || Task Loss: 0.3696 || KD Loss: 0.1622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1446|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:17:34 || Estimated Time: 5 days, 13:34:59
2023-07-27 18:00:59,582 semantic_segmentation INFO: Iters: 4680/150000 || Lr: 0.019438 || Task Loss: 0.3218 || KD Loss: 0.1201|| 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: 4:18:06 || Estimated Time: 5 days, 13:33:58
2023-07-27 18:01:31,792 semantic_segmentation INFO: Iters: 4690/150000 || Lr: 0.019436 || Task Loss: 0.4546 || KD Loss: 0.2003|| 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: 4:18:38 || Estimated Time: 5 days, 13:32:59
2023-07-27 18:02:04,004 semantic_segmentation INFO: Iters: 4700/150000 || Lr: 0.019435 || Task Loss: 0.3723 || KD Loss: 0.1306|| 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: 4:19:10 || Estimated Time: 5 days, 13:31:58
2023-07-27 18:02:36,177 semantic_segmentation INFO: Iters: 4710/150000 || Lr: 0.019434 || Task Loss: 0.3030 || KD Loss: 0.1479|| 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: 4:19:43 || Estimated Time: 5 days, 13:30:56
2023-07-27 18:03:08,249 semantic_segmentation INFO: Iters: 4720/150000 || Lr: 0.019433 || Task Loss: 0.3550 || KD Loss: 0.1303|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1519|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:20:15 || Estimated Time: 5 days, 13:29:53
2023-07-27 18:03:40,377 semantic_segmentation INFO: Iters: 4730/150000 || Lr: 0.019432 || Task Loss: 0.2445 || KD Loss: 0.1103|| 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: 4:20:47 || Estimated Time: 5 days, 13:28:50
2023-07-27 18:04:12,463 semantic_segmentation INFO: Iters: 4740/150000 || Lr: 0.019430 || Task Loss: 0.3752 || KD Loss: 0.1518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1419|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:21:19 || Estimated Time: 5 days, 13:27:47
2023-07-27 18:04:44,558 semantic_segmentation INFO: Iters: 4750/150000 || Lr: 0.019429 || Task Loss: 0.3459 || KD Loss: 0.1372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1460|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:21:51 || Estimated Time: 5 days, 13:26:44
2023-07-27 18:05:16,687 semantic_segmentation INFO: Iters: 4760/150000 || Lr: 0.019428 || Task Loss: 0.2692 || KD Loss: 0.0965|| 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: 4:22:23 || Estimated Time: 5 days, 13:25:42
2023-07-27 18:05:48,816 semantic_segmentation INFO: Iters: 4770/150000 || Lr: 0.019427 || Task Loss: 0.3851 || KD Loss: 0.2003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1485|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:22:55 || Estimated Time: 5 days, 13:24:41
2023-07-27 18:06:24,075 semantic_segmentation INFO: Iters: 4780/150000 || Lr: 0.019426 || Task Loss: 0.3898 || KD Loss: 0.1655|| 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: 4:23:30 || Estimated Time: 5 days, 13:25:07
2023-07-27 18:06:56,086 semantic_segmentation INFO: Iters: 4790/150000 || Lr: 0.019424 || Task Loss: 0.3552 || KD Loss: 0.1548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1483|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:24:02 || Estimated Time: 5 days, 13:24:08
2023-07-27 18:07:28,368 semantic_segmentation INFO: Iters: 4800/150000 || Lr: 0.019423 || Task Loss: 0.2970 || KD Loss: 0.1172|| 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: 4:24:35 || Estimated Time: 5 days, 13:23:12
2023-07-27 18:07:28,440 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-27 18:07:29,299 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.961, mIoU: 0.376
2023-07-27 18:07:29,412 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.434
2023-07-27 18:07:29,521 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.960, mIoU: 0.419
2023-07-27 18:07:29,629 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.960, mIoU: 0.467
2023-07-27 18:07:29,738 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.463
2023-07-27 18:07:29,848 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.467
2023-07-27 18:07:29,959 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.478
2023-07-27 18:07:30,069 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.519
2023-07-27 18:07:30,179 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.959, mIoU: 0.545
2023-07-27 18:07:30,288 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.574
2023-07-27 18:07:30,394 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.954, mIoU: 0.578
2023-07-27 18:07:30,502 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.596
2023-07-27 18:07:30,606 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.946, mIoU: 0.582
2023-07-27 18:07:30,712 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.943, mIoU: 0.568
2023-07-27 18:07:30,823 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.939, mIoU: 0.560
2023-07-27 18:07:30,934 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.937, mIoU: 0.553
2023-07-27 18:07:31,048 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.937, mIoU: 0.546
2023-07-27 18:07:31,155 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.936, mIoU: 0.548
2023-07-27 18:07:31,261 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.935, mIoU: 0.554
2023-07-27 18:07:31,371 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.934, mIoU: 0.563
2023-07-27 18:07:31,486 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.934, mIoU: 0.564
2023-07-27 18:07:31,597 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.928, mIoU: 0.562
2023-07-27 18:07:31,708 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.928, mIoU: 0.566
2023-07-27 18:07:31,821 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.926, mIoU: 0.572
2023-07-27 18:07:31,933 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.926, mIoU: 0.588
2023-07-27 18:07:32,039 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.926, mIoU: 0.590
2023-07-27 18:07:32,144 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.926, mIoU: 0.583
2023-07-27 18:07:32,249 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.925, mIoU: 0.580
2023-07-27 18:07:32,354 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.926, mIoU: 0.588
2023-07-27 18:07:32,464 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.925, mIoU: 0.589
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2023-07-27 18:07:32,684 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.925, mIoU: 0.586
2023-07-27 18:07:32,792 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.926, mIoU: 0.590
2023-07-27 18:07:32,900 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.926, mIoU: 0.590
2023-07-27 18:07:33,010 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.926, mIoU: 0.592
2023-07-27 18:07:33,121 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.926, mIoU: 0.591
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2023-07-27 18:07:33,561 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.925, mIoU: 0.586
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2023-07-27 18:07:33,778 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.926, mIoU: 0.585
2023-07-27 18:07:33,884 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.926, mIoU: 0.586
2023-07-27 18:07:33,990 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.927, mIoU: 0.586
2023-07-27 18:07:34,095 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.927, mIoU: 0.584
2023-07-27 18:07:34,200 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.928, mIoU: 0.585
2023-07-27 18:07:34,306 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.929, mIoU: 0.585
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2023-07-27 18:07:34,522 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.929, mIoU: 0.590
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2023-07-27 18:07:34,751 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.929, mIoU: 0.589
2023-07-27 18:07:34,860 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-27 18:07:34,967 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.926, mIoU: 0.578
2023-07-27 18:07:35,078 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.925, mIoU: 0.578
2023-07-27 18:07:35,184 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.925, mIoU: 0.577
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2023-07-27 18:07:36,034 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.924, mIoU: 0.584
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2023-07-27 18:07:36,353 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.923, mIoU: 0.588
2023-07-27 18:07:36,461 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.922, mIoU: 0.586
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2023-07-27 18:07:36,686 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.921, mIoU: 0.585
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2023-07-27 18:07:37,024 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.923, mIoU: 0.585
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2023-07-27 18:07:38,101 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.924, mIoU: 0.587
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2023-07-27 18:07:39,103 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.921, mIoU: 0.583
2023-07-27 18:07:39,211 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.920, mIoU: 0.595
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2023-07-27 18:07:39,539 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.922, mIoU: 0.596
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2023-07-27 18:07:42,731 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.920, mIoU: 0.591
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2023-07-27 18:07:42,944 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.919, mIoU: 0.589
2023-07-27 18:07:43,053 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.919, mIoU: 0.590
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2023-07-27 18:08:13,837 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.929, mIoU: 0.593
2023-07-27 18:08:13,948 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.929, mIoU: 0.592
2023-07-27 18:08:14,062 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.929, mIoU: 0.593
2023-07-27 18:08:14,173 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.929, mIoU: 0.593
2023-07-27 18:08:14,280 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.929, mIoU: 0.593
2023-07-27 18:08:14,389 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.929, mIoU: 0.593
2023-07-27 18:08:14,497 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.929, mIoU: 0.593
2023-07-27 18:08:14,607 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.929, mIoU: 0.594
2023-07-27 18:08:14,716 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.929, mIoU: 0.594
2023-07-27 18:08:14,821 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.929, mIoU: 0.594
2023-07-27 18:08:14,926 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.929, mIoU: 0.594
2023-07-27 18:08:15,030 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.929, mIoU: 0.594
2023-07-27 18:08:15,138 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.929, mIoU: 0.594
2023-07-27 18:08:15,241 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.929, mIoU: 0.594
2023-07-27 18:08:15,344 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.930, mIoU: 0.594
2023-07-27 18:08:15,447 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.930, mIoU: 0.594
2023-07-27 18:08:15,552 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.930, mIoU: 0.594
2023-07-27 18:08:15,656 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.930, mIoU: 0.594
2023-07-27 18:08:15,761 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.930, mIoU: 0.594
2023-07-27 18:08:15,866 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.930, mIoU: 0.594
2023-07-27 18:08:15,970 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.930, mIoU: 0.594
2023-07-27 18:08:16,074 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.930, mIoU: 0.594
2023-07-27 18:08:16,179 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.930, mIoU: 0.594
2023-07-27 18:08:16,283 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.930, mIoU: 0.594
2023-07-27 18:08:16,391 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.930, mIoU: 0.594
2023-07-27 18:08:16,496 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.930, mIoU: 0.594
2023-07-27 18:08:16,604 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.930, mIoU: 0.595
2023-07-27 18:08:16,713 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.930, mIoU: 0.595
2023-07-27 18:08:16,827 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.930, mIoU: 0.594
2023-07-27 18:08:16,944 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.930, mIoU: 0.595
2023-07-27 18:08:17,057 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.930, mIoU: 0.595
2023-07-27 18:08:17,172 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.931, mIoU: 0.595
2023-07-27 18:08:17,287 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.931, mIoU: 0.595
2023-07-27 18:08:17,401 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.931, mIoU: 0.595
2023-07-27 18:08:17,507 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.931, mIoU: 0.595
2023-07-27 18:08:17,615 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.931, mIoU: 0.595
2023-07-27 18:08:17,724 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.931, mIoU: 0.595
2023-07-27 18:08:17,836 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.931, mIoU: 0.596
2023-07-27 18:08:17,955 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.931, mIoU: 0.596
2023-07-27 18:08:18,066 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.931, mIoU: 0.596
2023-07-27 18:08:18,176 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.931, mIoU: 0.596
2023-07-27 18:08:18,287 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.931, mIoU: 0.597
2023-07-27 18:08:18,400 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.931, mIoU: 0.598
2023-07-27 18:08:18,514 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.931, mIoU: 0.598
2023-07-27 18:08:18,629 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.931, mIoU: 0.598
2023-07-27 18:08:18,741 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.931, mIoU: 0.598
2023-07-27 18:08:18,847 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.931, mIoU: 0.599
2023-07-27 18:08:18,956 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.931, mIoU: 0.599
2023-07-27 18:08:19,068 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.931, mIoU: 0.599
2023-07-27 18:08:19,187 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.931, mIoU: 0.600
2023-07-27 18:08:19,296 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.931, mIoU: 0.600
2023-07-27 18:08:19,404 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.931, mIoU: 0.600
2023-07-27 18:08:19,513 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.931, mIoU: 0.600
2023-07-27 18:08:19,624 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.932, mIoU: 0.600
2023-07-27 18:08:19,732 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.931, mIoU: 0.600
2023-07-27 18:08:19,841 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.931, mIoU: 0.600
2023-07-27 18:08:19,946 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.931, mIoU: 0.600
2023-07-27 18:08:20,050 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.931, mIoU: 0.600
2023-07-27 18:08:20,155 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.932, mIoU: 0.599
2023-07-27 18:08:20,260 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.932, mIoU: 0.599
2023-07-27 18:08:20,365 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.932, mIoU: 0.600
2023-07-27 18:08:20,467 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.932, mIoU: 0.600
2023-07-27 18:08:20,572 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.932, mIoU: 0.600
2023-07-27 18:08:20,678 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.932, mIoU: 0.600
2023-07-27 18:08:20,782 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.932, mIoU: 0.600
2023-07-27 18:08:20,887 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.932, mIoU: 0.600
2023-07-27 18:08:20,991 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.932, mIoU: 0.600
2023-07-27 18:08:21,096 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.932, mIoU: 0.600
2023-07-27 18:08:21,202 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.932, mIoU: 0.600
2023-07-27 18:08:21,308 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.932, mIoU: 0.600
2023-07-27 18:08:21,412 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.932, mIoU: 0.601
2023-07-27 18:08:21,518 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.932, mIoU: 0.601
2023-07-27 18:08:21,627 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.932, mIoU: 0.601
2023-07-27 18:08:21,741 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.932, mIoU: 0.601
2023-07-27 18:08:21,859 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.932, mIoU: 0.601
2023-07-27 18:08:21,970 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.932, mIoU: 0.601
2023-07-27 18:08:22,088 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.932, mIoU: 0.601
2023-07-27 18:08:22,197 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.932, mIoU: 0.602
2023-07-27 18:08:22,307 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.932, mIoU: 0.602
2023-07-27 18:08:22,413 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.933, mIoU: 0.602
2023-07-27 18:08:22,517 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.932, mIoU: 0.602
2023-07-27 18:08:22,622 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.933, mIoU: 0.602
2023-07-27 18:08:22,725 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.933, mIoU: 0.603
2023-07-27 18:08:22,828 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.933, mIoU: 0.603
2023-07-27 18:08:22,932 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.933, mIoU: 0.603
2023-07-27 18:08:23,036 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.933, mIoU: 0.603
2023-07-27 18:08:23,142 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.933, mIoU: 0.603
2023-07-27 18:08:56,404 semantic_segmentation INFO: Iters: 4810/150000 || Lr: 0.019422 || Task Loss: 0.4181 || KD Loss: 0.1575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1532|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:26:03 || Estimated Time: 5 days, 13:50:16
2023-07-27 18:09:28,704 semantic_segmentation INFO: Iters: 4820/150000 || Lr: 0.019421 || Task Loss: 0.2855 || KD Loss: 0.1106|| 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: 4:26:35 || Estimated Time: 5 days, 13:49:17
2023-07-27 18:10:01,100 semantic_segmentation INFO: Iters: 4830/150000 || Lr: 0.019420 || Task Loss: 0.4607 || KD Loss: 0.2176|| 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: 4:27:07 || Estimated Time: 5 days, 13:48:20
2023-07-27 18:10:33,490 semantic_segmentation INFO: Iters: 4840/150000 || Lr: 0.019418 || Task Loss: 0.2366 || KD Loss: 0.0795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1380|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:27:40 || Estimated Time: 5 days, 13:47:24
2023-07-27 18:11:05,928 semantic_segmentation INFO: Iters: 4850/150000 || Lr: 0.019417 || Task Loss: 0.2915 || KD Loss: 0.1123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1431|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:28:12 || Estimated Time: 5 days, 13:46:28
2023-07-27 18:11:38,236 semantic_segmentation INFO: Iters: 4860/150000 || Lr: 0.019416 || Task Loss: 0.3049 || KD Loss: 0.1211|| 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: 4:28:45 || Estimated Time: 5 days, 13:45:29
2023-07-27 18:12:10,566 semantic_segmentation INFO: Iters: 4870/150000 || Lr: 0.019415 || Task Loss: 0.3705 || KD Loss: 0.1474|| 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: 4:29:17 || Estimated Time: 5 days, 13:44:31
2023-07-27 18:12:42,761 semantic_segmentation INFO: Iters: 4880/150000 || Lr: 0.019414 || Task Loss: 0.3557 || KD Loss: 0.1362|| 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: 4:29:49 || Estimated Time: 5 days, 13:43:28
2023-07-27 18:13:15,037 semantic_segmentation INFO: Iters: 4890/150000 || Lr: 0.019412 || Task Loss: 0.4436 || KD Loss: 0.2004|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1469|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:30:21 || Estimated Time: 5 days, 13:42:28
2023-07-27 18:13:47,267 semantic_segmentation INFO: Iters: 4900/150000 || Lr: 0.019411 || Task Loss: 0.3147 || KD Loss: 0.1209|| 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: 4:30:54 || Estimated Time: 5 days, 13:41:27
2023-07-27 18:14:19,365 semantic_segmentation INFO: Iters: 4910/150000 || Lr: 0.019410 || Task Loss: 0.4701 || KD Loss: 0.2226|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1515|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:31:26 || Estimated Time: 5 days, 13:40:22
2023-07-27 18:14:51,530 semantic_segmentation INFO: Iters: 4920/150000 || Lr: 0.019409 || Task Loss: 0.4859 || KD Loss: 0.2304|| 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: 4:31:58 || Estimated Time: 5 days, 13:39:20
2023-07-27 18:15:23,582 semantic_segmentation INFO: Iters: 4930/150000 || Lr: 0.019408 || Task Loss: 0.3896 || KD Loss: 0.1361|| 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: 4:32:30 || Estimated Time: 5 days, 13:38:13
2023-07-27 18:15:55,663 semantic_segmentation INFO: Iters: 4940/150000 || Lr: 0.019406 || Task Loss: 0.5914 || KD Loss: 0.2615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1397|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:33:02 || Estimated Time: 5 days, 13:37:09
2023-07-27 18:16:27,749 semantic_segmentation INFO: Iters: 4950/150000 || Lr: 0.019405 || Task Loss: 0.4432 || KD Loss: 0.2062|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1414|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:33:34 || Estimated Time: 5 days, 13:36:04
2023-07-27 18:17:00,014 semantic_segmentation INFO: Iters: 4960/150000 || Lr: 0.019404 || Task Loss: 0.3734 || KD Loss: 0.1811|| 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: 4:34:06 || Estimated Time: 5 days, 13:35:04
2023-07-27 18:17:32,258 semantic_segmentation INFO: Iters: 4970/150000 || Lr: 0.019403 || Task Loss: 0.3585 || KD Loss: 0.1746|| 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: 4:34:39 || Estimated Time: 5 days, 13:34:05
2023-07-27 18:18:04,431 semantic_segmentation INFO: Iters: 4980/150000 || Lr: 0.019402 || Task Loss: 0.5126 || KD Loss: 0.2628|| 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: 4:35:11 || Estimated Time: 5 days, 13:33:04
2023-07-27 18:18:36,535 semantic_segmentation INFO: Iters: 4990/150000 || Lr: 0.019400 || Task Loss: 0.4546 || KD Loss: 0.2260|| 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: 4:35:43 || Estimated Time: 5 days, 13:31:59
2023-07-27 18:19:08,821 semantic_segmentation INFO: Iters: 5000/150000 || Lr: 0.019399 || Task Loss: 0.3104 || KD Loss: 0.1179|| 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: 4:36:15 || Estimated Time: 5 days, 13:31:01
2023-07-27 18:19:41,169 semantic_segmentation INFO: Iters: 5010/150000 || Lr: 0.019398 || Task Loss: 0.4225 || KD Loss: 0.2022|| 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: 4:36:48 || Estimated Time: 5 days, 13:30:05
2023-07-27 18:20:13,653 semantic_segmentation INFO: Iters: 5020/150000 || Lr: 0.019397 || Task Loss: 0.4072 || KD Loss: 0.1787|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1442|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:37:20 || Estimated Time: 5 days, 13:29:14
2023-07-27 18:20:46,147 semantic_segmentation INFO: Iters: 5030/150000 || Lr: 0.019395 || Task Loss: 0.3371 || KD Loss: 0.1338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1597|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:37:53 || Estimated Time: 5 days, 13:28:20
2023-07-27 18:21:18,765 semantic_segmentation INFO: Iters: 5040/150000 || Lr: 0.019394 || Task Loss: 0.6816 || KD Loss: 0.3659|| 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: 4:38:25 || Estimated Time: 5 days, 13:27:32
2023-07-27 18:21:51,358 semantic_segmentation INFO: Iters: 5050/150000 || Lr: 0.019393 || Task Loss: 0.5435 || KD Loss: 0.2421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1483|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:38:58 || Estimated Time: 5 days, 13:26:44
2023-07-27 18:22:23,946 semantic_segmentation INFO: Iters: 5060/150000 || Lr: 0.019392 || Task Loss: 0.4008 || KD Loss: 0.1864|| 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: 4:39:30 || Estimated Time: 5 days, 13:25:55
2023-07-27 18:22:56,555 semantic_segmentation INFO: Iters: 5070/150000 || Lr: 0.019391 || Task Loss: 0.3265 || KD Loss: 0.1208|| 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: 4:40:03 || Estimated Time: 5 days, 13:25:06
2023-07-27 18:23:29,121 semantic_segmentation INFO: Iters: 5080/150000 || Lr: 0.019389 || Task Loss: 0.4080 || KD Loss: 0.1764|| 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: 4:40:35 || Estimated Time: 5 days, 13:24:16
2023-07-27 18:24:01,870 semantic_segmentation INFO: Iters: 5090/150000 || Lr: 0.019388 || Task Loss: 0.4554 || KD Loss: 0.1730|| 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: 4:41:08 || Estimated Time: 5 days, 13:23:29
2023-07-27 18:24:34,879 semantic_segmentation INFO: Iters: 5100/150000 || Lr: 0.019387 || Task Loss: 0.4432 || KD Loss: 0.2252|| 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: 4:41:41 || Estimated Time: 5 days, 13:22:54
2023-07-27 18:25:07,961 semantic_segmentation INFO: Iters: 5110/150000 || Lr: 0.019386 || Task Loss: 0.2843 || KD Loss: 0.1274|| 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: 4:42:14 || Estimated Time: 5 days, 13:22:20
2023-07-27 18:25:40,951 semantic_segmentation INFO: Iters: 5120/150000 || Lr: 0.019385 || Task Loss: 0.4352 || KD Loss: 0.1885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1483|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:42:47 || Estimated Time: 5 days, 13:21:43
2023-07-27 18:26:13,930 semantic_segmentation INFO: Iters: 5130/150000 || Lr: 0.019383 || Task Loss: 0.2720 || KD Loss: 0.1089|| 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: 4:43:20 || Estimated Time: 5 days, 13:21:05
2023-07-27 18:26:46,990 semantic_segmentation INFO: Iters: 5140/150000 || Lr: 0.019382 || Task Loss: 0.5787 || KD Loss: 0.2605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1469|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:43:53 || Estimated Time: 5 days, 13:20:31
2023-07-27 18:27:20,068 semantic_segmentation INFO: Iters: 5150/150000 || Lr: 0.019381 || Task Loss: 0.3073 || KD Loss: 0.1272|| 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: 4:44:26 || Estimated Time: 5 days, 13:19:55
2023-07-27 18:27:53,073 semantic_segmentation INFO: Iters: 5160/150000 || Lr: 0.019380 || Task Loss: 0.3084 || KD Loss: 0.1354|| 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: 4:44:59 || Estimated Time: 5 days, 13:19:18
2023-07-27 18:28:26,178 semantic_segmentation INFO: Iters: 5170/150000 || Lr: 0.019379 || Task Loss: 0.3791 || KD Loss: 0.2027|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1466|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:45:33 || Estimated Time: 5 days, 13:18:44
2023-07-27 18:28:59,140 semantic_segmentation INFO: Iters: 5180/150000 || Lr: 0.019377 || Task Loss: 0.2586 || KD Loss: 0.0997|| 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: 4:46:05 || Estimated Time: 5 days, 13:18:06
2023-07-27 18:29:35,217 semantic_segmentation INFO: Iters: 5190/150000 || Lr: 0.019376 || Task Loss: 0.3103 || KD Loss: 0.1306|| 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: 4:46:42 || Estimated Time: 5 days, 13:18:55
2023-07-27 18:30:08,180 semantic_segmentation INFO: Iters: 5200/150000 || Lr: 0.019375 || Task Loss: 0.2501 || KD Loss: 0.0966|| 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: 4:47:15 || Estimated Time: 5 days, 13:18:17
2023-07-27 18:30:41,164 semantic_segmentation INFO: Iters: 5210/150000 || Lr: 0.019374 || Task Loss: 0.3565 || KD Loss: 0.1566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1505|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:47:48 || Estimated Time: 5 days, 13:17:40
2023-07-27 18:31:13,971 semantic_segmentation INFO: Iters: 5220/150000 || Lr: 0.019373 || Task Loss: 0.2484 || KD Loss: 0.1064|| 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: 4:48:20 || Estimated Time: 5 days, 13:16:57
2023-07-27 18:31:46,933 semantic_segmentation INFO: Iters: 5230/150000 || Lr: 0.019371 || Task Loss: 0.2945 || KD Loss: 0.1558|| 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: 4:48:53 || Estimated Time: 5 days, 13:16:19
2023-07-27 18:32:19,830 semantic_segmentation INFO: Iters: 5240/150000 || Lr: 0.019370 || Task Loss: 0.2948 || KD Loss: 0.1278|| 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: 4:49:26 || Estimated Time: 5 days, 13:15:38
2023-07-27 18:32:52,622 semantic_segmentation INFO: Iters: 5250/150000 || Lr: 0.019369 || Task Loss: 0.2737 || KD Loss: 0.1536|| 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: 4:49:59 || Estimated Time: 5 days, 13:14:56
2023-07-27 18:33:25,595 semantic_segmentation INFO: Iters: 5260/150000 || Lr: 0.019368 || Task Loss: 0.3189 || KD Loss: 0.1131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1442|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:50:32 || Estimated Time: 5 days, 13:14:19
2023-07-27 18:33:58,389 semantic_segmentation INFO: Iters: 5270/150000 || Lr: 0.019367 || Task Loss: 0.4735 || KD Loss: 0.2362|| 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: 4:51:05 || Estimated Time: 5 days, 13:13:36
2023-07-27 18:34:31,286 semantic_segmentation INFO: Iters: 5280/150000 || Lr: 0.019365 || Task Loss: 0.2710 || KD Loss: 0.1211|| 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: 4:51:38 || Estimated Time: 5 days, 13:12:56
2023-07-27 18:35:04,119 semantic_segmentation INFO: Iters: 5290/150000 || Lr: 0.019364 || Task Loss: 0.4516 || KD Loss: 0.1862|| 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: 4:52:10 || Estimated Time: 5 days, 13:12:15
2023-07-27 18:35:37,025 semantic_segmentation INFO: Iters: 5300/150000 || Lr: 0.019363 || Task Loss: 0.3633 || KD Loss: 0.1390|| 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: 4:52:43 || Estimated Time: 5 days, 13:11:35
2023-07-27 18:36:09,871 semantic_segmentation INFO: Iters: 5310/150000 || Lr: 0.019362 || Task Loss: 0.5283 || KD Loss: 0.2629|| 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: 4:53:16 || Estimated Time: 5 days, 13:10:54
2023-07-27 18:36:42,808 semantic_segmentation INFO: Iters: 5320/150000 || Lr: 0.019361 || Task Loss: 0.3890 || KD Loss: 0.1574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1419|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:53:49 || Estimated Time: 5 days, 13:10:15
2023-07-27 18:37:15,749 semantic_segmentation INFO: Iters: 5330/150000 || Lr: 0.019359 || Task Loss: 0.2943 || KD Loss: 0.1225|| 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: 4:54:22 || Estimated Time: 5 days, 13:09:37
2023-07-27 18:37:48,564 semantic_segmentation INFO: Iters: 5340/150000 || Lr: 0.019358 || Task Loss: 0.4457 || KD Loss: 0.2176|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1479|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:54:55 || Estimated Time: 5 days, 13:08:56
2023-07-27 18:38:21,341 semantic_segmentation INFO: Iters: 5350/150000 || Lr: 0.019357 || Task Loss: 0.3401 || KD Loss: 0.1460|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1469|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:55:28 || Estimated Time: 5 days, 13:08:12
2023-07-27 18:38:54,281 semantic_segmentation INFO: Iters: 5360/150000 || Lr: 0.019356 || Task Loss: 0.3650 || KD Loss: 0.1347|| 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: 4:56:01 || Estimated Time: 5 days, 13:07:33
2023-07-27 18:39:27,206 semantic_segmentation INFO: Iters: 5370/150000 || Lr: 0.019355 || Task Loss: 0.3071 || KD Loss: 0.1349|| 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: 4:56:34 || Estimated Time: 5 days, 13:06:56
2023-07-27 18:40:00,075 semantic_segmentation INFO: Iters: 5380/150000 || Lr: 0.019353 || Task Loss: 0.3486 || KD Loss: 0.1756|| 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: 4:57:06 || Estimated Time: 5 days, 13:06:15
2023-07-27 18:40:33,018 semantic_segmentation INFO: Iters: 5390/150000 || Lr: 0.019352 || Task Loss: 0.3935 || KD Loss: 0.1563|| 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: 4:57:39 || Estimated Time: 5 days, 13:05:37
2023-07-27 18:41:05,979 semantic_segmentation INFO: Iters: 5400/150000 || Lr: 0.019351 || Task Loss: 0.2812 || KD Loss: 0.1120|| 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: 4:58:12 || Estimated Time: 5 days, 13:04:58
2023-07-27 18:41:38,770 semantic_segmentation INFO: Iters: 5410/150000 || Lr: 0.019350 || Task Loss: 0.3446 || KD Loss: 0.1710|| 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: 4:58:45 || Estimated Time: 5 days, 13:04:17
2023-07-27 18:42:11,725 semantic_segmentation INFO: Iters: 5420/150000 || Lr: 0.019349 || Task Loss: 0.4933 || KD Loss: 0.2086|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1500|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:59:18 || Estimated Time: 5 days, 13:03:39
2023-07-27 18:42:44,515 semantic_segmentation INFO: Iters: 5430/150000 || Lr: 0.019347 || Task Loss: 0.2762 || KD Loss: 0.1101|| 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: 4:59:51 || Estimated Time: 5 days, 13:02:57
2023-07-27 18:43:17,260 semantic_segmentation INFO: Iters: 5440/150000 || Lr: 0.019346 || Task Loss: 0.3023 || KD Loss: 0.1357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1445|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:00:24 || Estimated Time: 5 days, 13:02:14
2023-07-27 18:43:50,034 semantic_segmentation INFO: Iters: 5450/150000 || Lr: 0.019345 || Task Loss: 0.6583 || KD Loss: 0.3524|| 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: 5:00:56 || Estimated Time: 5 days, 13:01:31
2023-07-27 18:44:22,797 semantic_segmentation INFO: Iters: 5460/150000 || Lr: 0.019344 || Task Loss: 0.5503 || KD Loss: 0.2591|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1433|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:01:29 || Estimated Time: 5 days, 13:00:48
2023-07-27 18:44:55,583 semantic_segmentation INFO: Iters: 5470/150000 || Lr: 0.019343 || Task Loss: 0.3870 || KD Loss: 0.1474|| 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: 5:02:02 || Estimated Time: 5 days, 13:00:05
2023-07-27 18:45:28,355 semantic_segmentation INFO: Iters: 5480/150000 || Lr: 0.019341 || Task Loss: 0.3053 || KD Loss: 0.1632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1479|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:02:35 || Estimated Time: 5 days, 12:59:23
2023-07-27 18:46:01,080 semantic_segmentation INFO: Iters: 5490/150000 || Lr: 0.019340 || Task Loss: 0.3599 || KD Loss: 0.1408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1436|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:03:07 || Estimated Time: 5 days, 12:58:39
2023-07-27 18:46:33,861 semantic_segmentation INFO: Iters: 5500/150000 || Lr: 0.019339 || Task Loss: 0.2922 || KD Loss: 0.1049|| 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: 5:03:40 || Estimated Time: 5 days, 12:57:57
2023-07-27 18:47:06,645 semantic_segmentation INFO: Iters: 5510/150000 || Lr: 0.019338 || Task Loss: 0.4684 || KD Loss: 0.1947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1581|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:04:13 || Estimated Time: 5 days, 12:57:15
2023-07-27 18:47:39,387 semantic_segmentation INFO: Iters: 5520/150000 || Lr: 0.019336 || Task Loss: 0.2490 || KD Loss: 0.0751|| 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: 5:04:46 || Estimated Time: 5 days, 12:56:32
2023-07-27 18:48:12,170 semantic_segmentation INFO: Iters: 5530/150000 || Lr: 0.019335 || Task Loss: 0.4080 || KD Loss: 0.1233|| 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: 5:05:19 || Estimated Time: 5 days, 12:55:49
2023-07-27 18:48:44,903 semantic_segmentation INFO: Iters: 5540/150000 || Lr: 0.019334 || Task Loss: 0.3578 || KD Loss: 0.1431|| 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: 5:05:51 || Estimated Time: 5 days, 12:55:07
2023-07-27 18:49:17,727 semantic_segmentation INFO: Iters: 5550/150000 || Lr: 0.019333 || Task Loss: 0.2501 || KD Loss: 0.0933|| 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: 5:06:24 || Estimated Time: 5 days, 12:54:26
2023-07-27 18:49:50,700 semantic_segmentation INFO: Iters: 5560/150000 || Lr: 0.019332 || Task Loss: 0.3045 || KD Loss: 0.1306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1479|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:06:57 || Estimated Time: 5 days, 12:53:48
2023-07-27 18:50:23,387 semantic_segmentation INFO: Iters: 5570/150000 || Lr: 0.019330 || Task Loss: 0.2483 || KD Loss: 0.1156|| 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: 5:07:30 || Estimated Time: 5 days, 12:53:05
2023-07-27 18:50:56,198 semantic_segmentation INFO: Iters: 5580/150000 || Lr: 0.019329 || Task Loss: 0.3518 || KD Loss: 0.1639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1475|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:08:03 || Estimated Time: 5 days, 12:52:23
2023-07-27 18:51:28,988 semantic_segmentation INFO: Iters: 5590/150000 || Lr: 0.019328 || Task Loss: 0.2927 || KD Loss: 0.0931|| 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: 5:08:35 || Estimated Time: 5 days, 12:51:41
2023-07-27 18:52:01,780 semantic_segmentation INFO: Iters: 5600/150000 || Lr: 0.019327 || Task Loss: 0.3289 || KD Loss: 0.1312|| 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: 5:09:08 || Estimated Time: 5 days, 12:51:00
2023-07-27 18:52:01,848 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-27 18:52:02,632 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.948, mIoU: 0.380
2023-07-27 18:52:02,750 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.955, mIoU: 0.437
2023-07-27 18:52:02,896 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.958, mIoU: 0.447
2023-07-27 18:52:03,047 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.958, mIoU: 0.489
2023-07-27 18:52:03,165 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.959, mIoU: 0.482
2023-07-27 18:52:03,275 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.486
2023-07-27 18:52:03,383 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.529
2023-07-27 18:52:03,491 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.573
2023-07-27 18:52:03,600 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.958, mIoU: 0.621
2023-07-27 18:52:03,711 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.952, mIoU: 0.606
2023-07-27 18:52:03,816 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.952, mIoU: 0.611
2023-07-27 18:52:03,923 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.641
2023-07-27 18:52:04,027 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.946, mIoU: 0.627
2023-07-27 18:52:04,133 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.943, mIoU: 0.616
2023-07-27 18:52:04,240 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.939, mIoU: 0.605
2023-07-27 18:52:04,345 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.937, mIoU: 0.599
2023-07-27 18:52:04,451 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.937, mIoU: 0.593
2023-07-27 18:52:04,560 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.936, mIoU: 0.594
2023-07-27 18:52:04,672 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.936, mIoU: 0.597
2023-07-27 18:52:04,782 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.935, mIoU: 0.604
2023-07-27 18:52:04,892 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.932, mIoU: 0.602
2023-07-27 18:52:05,003 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.925, mIoU: 0.592
2023-07-27 18:52:05,115 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.925, mIoU: 0.588
2023-07-27 18:52:05,226 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.924, mIoU: 0.597
2023-07-27 18:52:05,340 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.923, mIoU: 0.610
2023-07-27 18:52:05,448 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.923, mIoU: 0.612
2023-07-27 18:52:05,554 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.922, mIoU: 0.604
2023-07-27 18:52:05,658 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.922, mIoU: 0.602
2023-07-27 18:52:05,764 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.921, mIoU: 0.608
2023-07-27 18:52:05,869 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.921, mIoU: 0.615
2023-07-27 18:52:05,973 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.921, mIoU: 0.614
2023-07-27 18:52:06,078 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.920, mIoU: 0.611
2023-07-27 18:52:06,184 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.922, mIoU: 0.610
2023-07-27 18:52:06,292 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.921, mIoU: 0.607
2023-07-27 18:52:06,397 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.920, mIoU: 0.604
2023-07-27 18:52:06,505 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.921, mIoU: 0.602
2023-07-27 18:52:06,615 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.921, mIoU: 0.600
2023-07-27 18:52:06,727 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.921, mIoU: 0.599
2023-07-27 18:52:06,837 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.920, mIoU: 0.594
2023-07-27 18:52:06,945 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.921, mIoU: 0.594
2023-07-27 18:52:07,055 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.921, mIoU: 0.594
2023-07-27 18:52:07,166 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.922, mIoU: 0.594
2023-07-27 18:52:07,284 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.923, mIoU: 0.595
2023-07-27 18:52:07,396 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.923, mIoU: 0.595
2023-07-27 18:52:07,502 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.924, mIoU: 0.594
2023-07-27 18:52:07,608 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.924, mIoU: 0.592
2023-07-27 18:52:07,711 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.925, mIoU: 0.593
2023-07-27 18:52:07,813 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.926, mIoU: 0.592
2023-07-27 18:52:07,918 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.926, mIoU: 0.597
2023-07-27 18:52:08,027 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.926, mIoU: 0.597
2023-07-27 18:52:08,133 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.926, mIoU: 0.596
2023-07-27 18:52:08,247 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.924, mIoU: 0.591
2023-07-27 18:52:08,367 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.924, mIoU: 0.592
2023-07-27 18:52:08,483 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.923, mIoU: 0.594
2023-07-27 18:52:08,599 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.922, mIoU: 0.593
2023-07-27 18:52:08,713 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.922, mIoU: 0.591
2023-07-27 18:52:08,827 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.922, mIoU: 0.591
2023-07-27 18:52:08,943 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.922, mIoU: 0.597
2023-07-27 18:52:09,054 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.922, mIoU: 0.595
2023-07-27 18:52:09,166 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.922, mIoU: 0.594
2023-07-27 18:52:09,278 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.921, mIoU: 0.594
2023-07-27 18:52:09,393 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.921, mIoU: 0.595
2023-07-27 18:52:09,504 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.920, mIoU: 0.595
2023-07-27 18:52:09,615 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.920, mIoU: 0.598
2023-07-27 18:52:09,726 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.919, mIoU: 0.597
2023-07-27 18:52:09,839 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.919, mIoU: 0.598
2023-07-27 18:52:09,950 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.917, mIoU: 0.596
2023-07-27 18:52:10,061 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.916, mIoU: 0.595
2023-07-27 18:52:10,174 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.916, mIoU: 0.593
2023-07-27 18:52:10,283 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.917, mIoU: 0.594
2023-07-27 18:52:10,400 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.917, mIoU: 0.594
2023-07-27 18:52:10,512 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.917, mIoU: 0.592
2023-07-27 18:52:10,628 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.917, mIoU: 0.590
2023-07-27 18:52:10,737 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.918, mIoU: 0.590
2023-07-27 18:52:10,844 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.918, mIoU: 0.591
2023-07-27 18:52:10,954 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.918, mIoU: 0.590
2023-07-27 18:52:11,062 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.918, mIoU: 0.590
2023-07-27 18:52:11,174 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.918, mIoU: 0.590
2023-07-27 18:52:11,285 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.918, mIoU: 0.590
2023-07-27 18:52:11,403 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.917, mIoU: 0.590
2023-07-27 18:52:11,513 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.917, mIoU: 0.592
2023-07-27 18:52:11,619 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.917, mIoU: 0.592
2023-07-27 18:52:11,726 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.917, mIoU: 0.591
2023-07-27 18:52:11,833 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.916, mIoU: 0.590
2023-07-27 18:52:11,944 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.913, mIoU: 0.588
2023-07-27 18:52:12,060 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.913, mIoU: 0.588
2023-07-27 18:52:12,168 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.913, mIoU: 0.588
2023-07-27 18:52:12,275 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.914, mIoU: 0.588
2023-07-27 18:52:12,390 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.914, mIoU: 0.588
2023-07-27 18:52:12,501 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.914, mIoU: 0.588
2023-07-27 18:52:12,612 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.915, mIoU: 0.588
2023-07-27 18:52:12,721 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.914, mIoU: 0.592
2023-07-27 18:52:12,827 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.914, mIoU: 0.592
2023-07-27 18:52:12,932 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.914, mIoU: 0.592
2023-07-27 18:52:13,035 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.915, mIoU: 0.592
2023-07-27 18:52:13,139 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.915, mIoU: 0.592
2023-07-27 18:52:13,242 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.914, mIoU: 0.590
2023-07-27 18:52:13,345 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.915, mIoU: 0.591
2023-07-27 18:52:13,450 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.914, mIoU: 0.591
2023-07-27 18:52:13,555 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.914, mIoU: 0.591
2023-07-27 18:52:13,660 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.912, mIoU: 0.591
2023-07-27 18:52:13,769 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.912, mIoU: 0.590
2023-07-27 18:52:13,883 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.912, mIoU: 0.589
2023-07-27 18:52:13,994 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.912, mIoU: 0.589
2023-07-27 18:52:14,107 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.913, mIoU: 0.589
2023-07-27 18:52:14,217 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.913, mIoU: 0.589
2023-07-27 18:52:14,328 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.913, mIoU: 0.589
2023-07-27 18:52:14,444 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.914, mIoU: 0.590
2023-07-27 18:52:14,555 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.914, mIoU: 0.589
2023-07-27 18:52:14,670 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.913, mIoU: 0.587
2023-07-27 18:52:14,781 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.913, mIoU: 0.588
2023-07-27 18:52:14,890 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.913, mIoU: 0.587
2023-07-27 18:52:14,999 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.913, mIoU: 0.587
2023-07-27 18:52:15,107 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.913, mIoU: 0.587
2023-07-27 18:52:15,219 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.914, mIoU: 0.587
2023-07-27 18:52:15,333 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.913, mIoU: 0.586
2023-07-27 18:52:15,443 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.913, mIoU: 0.589
2023-07-27 18:52:15,553 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.913, mIoU: 0.589
2023-07-27 18:52:15,662 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.912, mIoU: 0.584
2023-07-27 18:52:15,773 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.912, mIoU: 0.584
2023-07-27 18:52:15,884 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.912, mIoU: 0.584
2023-07-27 18:52:15,997 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.912, mIoU: 0.583
2023-07-27 18:52:16,103 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.912, mIoU: 0.584
2023-07-27 18:52:16,208 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.912, mIoU: 0.582
2023-07-27 18:52:16,310 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.911, mIoU: 0.581
2023-07-27 18:52:16,417 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.911, mIoU: 0.586
2023-07-27 18:52:16,521 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.911, mIoU: 0.588
2023-07-27 18:52:16,625 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.912, mIoU: 0.588
2023-07-27 18:52:16,729 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.912, mIoU: 0.587
2023-07-27 18:52:16,832 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.912, mIoU: 0.588
2023-07-27 18:52:16,936 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.912, mIoU: 0.588
2023-07-27 18:52:17,040 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.913, mIoU: 0.588
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2023-07-27 18:52:40,321 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.916, mIoU: 0.588
2023-07-27 18:52:40,440 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.916, mIoU: 0.588
2023-07-27 18:52:40,584 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.916, mIoU: 0.589
2023-07-27 18:52:40,701 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.916, mIoU: 0.589
2023-07-27 18:52:40,838 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.916, mIoU: 0.589
2023-07-27 18:52:40,965 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.917, mIoU: 0.589
2023-07-27 18:52:41,077 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.917, mIoU: 0.589
2023-07-27 18:52:41,226 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.917, mIoU: 0.589
2023-07-27 18:52:41,358 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.917, mIoU: 0.589
2023-07-27 18:52:41,477 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.917, mIoU: 0.589
2023-07-27 18:52:41,626 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.917, mIoU: 0.589
2023-07-27 18:52:41,751 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.917, mIoU: 0.589
2023-07-27 18:52:41,873 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.917, mIoU: 0.589
2023-07-27 18:52:42,001 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.917, mIoU: 0.589
2023-07-27 18:52:42,114 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.918, mIoU: 0.589
2023-07-27 18:52:42,257 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.918, mIoU: 0.590
2023-07-27 18:52:42,383 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.918, mIoU: 0.589
2023-07-27 18:52:42,511 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.918, mIoU: 0.590
2023-07-27 18:52:42,657 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.918, mIoU: 0.590
2023-07-27 18:52:42,771 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.918, mIoU: 0.590
2023-07-27 18:52:42,909 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.918, mIoU: 0.590
2023-07-27 18:52:43,025 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.918, mIoU: 0.590
2023-07-27 18:52:43,130 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.919, mIoU: 0.590
2023-07-27 18:52:43,257 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.919, mIoU: 0.590
2023-07-27 18:52:43,360 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.919, mIoU: 0.590
2023-07-27 18:52:43,509 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.919, mIoU: 0.591
2023-07-27 18:52:43,625 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.919, mIoU: 0.591
2023-07-27 18:52:43,758 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.919, mIoU: 0.591
2023-07-27 18:52:43,905 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.919, mIoU: 0.591
2023-07-27 18:52:44,017 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.919, mIoU: 0.591
2023-07-27 18:52:44,158 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.919, mIoU: 0.591
2023-07-27 18:52:44,277 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.919, mIoU: 0.592
2023-07-27 18:52:44,383 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.919, mIoU: 0.592
2023-07-27 18:52:44,508 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.919, mIoU: 0.592
2023-07-27 18:52:44,612 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.919, mIoU: 0.592
2023-07-27 18:52:44,768 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.920, mIoU: 0.593
2023-07-27 18:52:44,900 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.920, mIoU: 0.593
2023-07-27 18:52:45,019 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.920, mIoU: 0.593
2023-07-27 18:52:45,168 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.920, mIoU: 0.593
2023-07-27 18:52:45,284 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.920, mIoU: 0.593
2023-07-27 18:52:45,413 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.920, mIoU: 0.593
2023-07-27 18:52:45,542 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.920, mIoU: 0.593
2023-07-27 18:52:45,660 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.920, mIoU: 0.593
2023-07-27 18:52:45,802 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.920, mIoU: 0.594
2023-07-27 18:52:45,931 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.921, mIoU: 0.594
2023-07-27 18:52:46,044 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.921, mIoU: 0.594
2023-07-27 18:52:46,206 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.921, mIoU: 0.594
2023-07-27 18:52:46,334 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.921, mIoU: 0.594
2023-07-27 18:52:46,456 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.921, mIoU: 0.594
2023-07-27 18:52:46,589 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.921, mIoU: 0.594
2023-07-27 18:52:46,698 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.921, mIoU: 0.593
2023-07-27 18:52:46,834 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.921, mIoU: 0.594
2023-07-27 18:52:46,946 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.921, mIoU: 0.593
2023-07-27 18:52:47,052 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.921, mIoU: 0.594
2023-07-27 18:52:47,163 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.921, mIoU: 0.594
2023-07-27 18:52:47,276 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.921, mIoU: 0.594
2023-07-27 18:52:47,384 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.922, mIoU: 0.594
2023-07-27 18:52:47,493 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.922, mIoU: 0.594
2023-07-27 18:52:47,605 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.922, mIoU: 0.594
2023-07-27 18:52:47,717 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.922, mIoU: 0.594
2023-07-27 18:52:47,830 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.922, mIoU: 0.594
2023-07-27 18:52:47,944 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.922, mIoU: 0.594
2023-07-27 18:52:48,050 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.922, mIoU: 0.594
2023-07-27 18:52:48,157 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.922, mIoU: 0.595
2023-07-27 18:52:48,262 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.922, mIoU: 0.595
2023-07-27 18:52:48,368 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.922, mIoU: 0.595
2023-07-27 18:52:48,472 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.922, mIoU: 0.595
2023-07-27 18:52:48,578 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.922, mIoU: 0.595
2023-07-27 18:52:48,683 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.922, mIoU: 0.595
2023-07-27 18:52:48,791 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.922, mIoU: 0.595
2023-07-27 18:52:48,900 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.922, mIoU: 0.595
2023-07-27 18:52:49,008 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.923, mIoU: 0.595
2023-07-27 18:52:49,123 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.923, mIoU: 0.595
2023-07-27 18:52:49,230 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.923, mIoU: 0.595
2023-07-27 18:52:49,340 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.923, mIoU: 0.595
2023-07-27 18:52:49,455 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.923, mIoU: 0.595
2023-07-27 18:52:49,570 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.923, mIoU: 0.595
2023-07-27 18:52:49,683 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.923, mIoU: 0.596
2023-07-27 18:52:49,799 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.923, mIoU: 0.596
2023-07-27 18:52:49,909 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.923, mIoU: 0.596
2023-07-27 18:52:50,019 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.923, mIoU: 0.596
2023-07-27 18:52:50,128 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.924, mIoU: 0.596
2023-07-27 18:52:50,242 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.924, mIoU: 0.597
2023-07-27 18:52:50,361 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.924, mIoU: 0.597
2023-07-27 18:52:50,468 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.924, mIoU: 0.597
2023-07-27 18:52:50,574 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.924, mIoU: 0.597
2023-07-27 18:52:50,690 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.924, mIoU: 0.597
2023-07-27 18:52:50,810 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.924, mIoU: 0.597
2023-07-27 18:52:50,924 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.924, mIoU: 0.597
2023-07-27 18:52:51,036 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.924, mIoU: 0.597
2023-07-27 18:52:51,142 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.924, mIoU: 0.597
2023-07-27 18:52:51,249 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.924, mIoU: 0.597
2023-07-27 18:52:51,360 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.924, mIoU: 0.598
2023-07-27 18:52:51,470 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.924, mIoU: 0.598
2023-07-27 18:52:51,587 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.924, mIoU: 0.598
2023-07-27 18:52:51,695 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.925, mIoU: 0.598
2023-07-27 18:52:51,802 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.925, mIoU: 0.598
2023-07-27 18:52:51,911 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.925, mIoU: 0.598
2023-07-27 18:52:52,019 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.925, mIoU: 0.598
2023-07-27 18:52:52,129 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.925, mIoU: 0.598
2023-07-27 18:52:52,239 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.925, mIoU: 0.598
2023-07-27 18:52:52,348 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.925, mIoU: 0.598
2023-07-27 18:52:52,456 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.925, mIoU: 0.599
2023-07-27 18:52:52,559 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.925, mIoU: 0.599
2023-07-27 18:52:52,663 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.925, mIoU: 0.599
2023-07-27 18:52:52,769 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.925, mIoU: 0.599
2023-07-27 18:52:52,872 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.925, mIoU: 0.599
2023-07-27 18:52:52,979 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.925, mIoU: 0.599
2023-07-27 18:52:53,082 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.925, mIoU: 0.599
2023-07-27 18:52:53,189 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.926, mIoU: 0.599
2023-07-27 18:52:53,293 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.926, mIoU: 0.599
2023-07-27 18:52:53,397 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.926, mIoU: 0.599
2023-07-27 18:52:53,502 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.926, mIoU: 0.599
2023-07-27 18:52:53,608 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.926, mIoU: 0.599
2023-07-27 18:52:53,713 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.926, mIoU: 0.599
2023-07-27 18:52:53,822 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.926, mIoU: 0.599
2023-07-27 18:52:53,933 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.926, mIoU: 0.600
2023-07-27 18:52:54,052 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.926, mIoU: 0.600
2023-07-27 18:52:54,163 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.926, mIoU: 0.600
2023-07-27 18:52:54,274 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.926, mIoU: 0.600
2023-07-27 18:52:54,385 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.926, mIoU: 0.600
2023-07-27 18:52:54,495 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.926, mIoU: 0.600
2023-07-27 18:52:54,602 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.926, mIoU: 0.600
2023-07-27 18:52:54,708 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.926, mIoU: 0.600
2023-07-27 18:52:54,814 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.926, mIoU: 0.600
2023-07-27 18:52:54,920 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.926, mIoU: 0.600
2023-07-27 18:52:55,028 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.926, mIoU: 0.600
2023-07-27 18:52:55,133 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.926, mIoU: 0.601
2023-07-27 18:52:55,239 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.927, mIoU: 0.601
2023-07-27 18:52:55,355 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.927, mIoU: 0.601
2023-07-27 18:52:55,472 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.926, mIoU: 0.601
2023-07-27 18:52:55,586 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.926, mIoU: 0.602
2023-07-27 18:52:55,697 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.926, mIoU: 0.602
2023-07-27 18:52:55,812 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.926, mIoU: 0.602
2023-07-27 18:52:55,926 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.927, mIoU: 0.602
2023-07-27 18:52:56,043 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.927, mIoU: 0.602
2023-07-27 18:52:56,159 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.927, mIoU: 0.602
2023-07-27 18:52:56,270 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.926, mIoU: 0.602
2023-07-27 18:52:56,382 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.926, mIoU: 0.602
2023-07-27 18:52:56,495 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.926, mIoU: 0.602
2023-07-27 18:52:56,608 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.926, mIoU: 0.602
2023-07-27 18:52:56,720 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.926, mIoU: 0.602
2023-07-27 18:52:56,835 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.926, mIoU: 0.602
2023-07-27 18:52:56,950 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.926, mIoU: 0.602
2023-07-27 18:52:57,067 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.926, mIoU: 0.602
2023-07-27 18:52:57,181 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.926, mIoU: 0.602
2023-07-27 18:52:57,292 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.926, mIoU: 0.602
2023-07-27 18:52:57,402 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.926, mIoU: 0.602
2023-07-27 18:52:57,517 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.927, mIoU: 0.602
2023-07-27 18:52:57,627 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.927, mIoU: 0.602
2023-07-27 18:52:57,736 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.927, mIoU: 0.602
2023-07-27 18:52:57,849 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.927, mIoU: 0.602
2023-07-27 18:52:57,959 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.927, mIoU: 0.602
2023-07-27 18:52:58,078 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.927, mIoU: 0.602
2023-07-27 18:52:58,191 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.927, mIoU: 0.602
2023-07-27 18:52:58,298 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.927, mIoU: 0.602
2023-07-27 18:52:58,410 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.927, mIoU: 0.602
2023-07-27 18:52:58,516 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.927, mIoU: 0.602
2023-07-27 18:52:58,626 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.927, mIoU: 0.602
2023-07-27 18:52:58,743 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.927, mIoU: 0.602
2023-07-27 18:52:58,853 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.927, mIoU: 0.602
2023-07-27 18:52:58,961 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.927, mIoU: 0.602
2023-07-27 18:52:59,076 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.927, mIoU: 0.602
2023-07-27 18:52:59,187 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.927, mIoU: 0.603
2023-07-27 18:52:59,298 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.927, mIoU: 0.603
2023-07-27 18:52:59,408 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.927, mIoU: 0.603
2023-07-27 18:52:59,515 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.927, mIoU: 0.603
2023-07-27 18:52:59,623 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.927, mIoU: 0.603
2023-07-27 18:52:59,727 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.927, mIoU: 0.603
2023-07-27 18:52:59,833 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.927, mIoU: 0.603
2023-07-27 18:52:59,936 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.927, mIoU: 0.603
2023-07-27 18:53:00,040 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.927, mIoU: 0.603
2023-07-27 18:53:00,144 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.927, mIoU: 0.603
2023-07-27 18:53:33,370 semantic_segmentation INFO: Iters: 5610/150000 || Lr: 0.019326 || Task Loss: 0.2171 || KD Loss: 0.0930|| 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: 5:10:40 || Estimated Time: 5 days, 13:15:32
2023-07-27 18:54:06,008 semantic_segmentation INFO: Iters: 5620/150000 || Lr: 0.019324 || Task Loss: 0.4885 || KD Loss: 0.2241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1481|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:11:12 || Estimated Time: 5 days, 13:14:44
2023-07-27 18:54:38,785 semantic_segmentation INFO: Iters: 5630/150000 || Lr: 0.019323 || Task Loss: 0.3033 || KD Loss: 0.1042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1442|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:11:45 || Estimated Time: 5 days, 13:13:58
2023-07-27 18:55:11,531 semantic_segmentation INFO: Iters: 5640/150000 || Lr: 0.019322 || Task Loss: 0.2280 || KD Loss: 0.1101|| 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: 5:12:18 || Estimated Time: 5 days, 13:13:14
2023-07-27 18:55:44,319 semantic_segmentation INFO: Iters: 5650/150000 || Lr: 0.019321 || Task Loss: 0.2498 || KD Loss: 0.1101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1472|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:12:51 || Estimated Time: 5 days, 13:12:28
2023-07-27 18:56:17,173 semantic_segmentation INFO: Iters: 5660/150000 || Lr: 0.019320 || Task Loss: 0.3117 || KD Loss: 0.1396|| 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: 5:13:24 || Estimated Time: 5 days, 13:11:46
2023-07-27 18:56:49,938 semantic_segmentation INFO: Iters: 5670/150000 || Lr: 0.019318 || Task Loss: 0.3551 || KD Loss: 0.1423|| 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: 5:13:56 || Estimated Time: 5 days, 13:11:02
2023-07-27 18:57:22,697 semantic_segmentation INFO: Iters: 5680/150000 || Lr: 0.019317 || Task Loss: 0.3154 || KD Loss: 0.1321|| 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: 5:14:29 || Estimated Time: 5 days, 13:10:17
2023-07-27 18:57:55,447 semantic_segmentation INFO: Iters: 5690/150000 || Lr: 0.019316 || Task Loss: 0.3223 || KD Loss: 0.1051|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1363|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:15:02 || Estimated Time: 5 days, 13:09:31
2023-07-27 18:58:28,187 semantic_segmentation INFO: Iters: 5700/150000 || Lr: 0.019315 || Task Loss: 0.3617 || KD Loss: 0.1798|| 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: 5:15:35 || Estimated Time: 5 days, 13:08:45
2023-07-27 18:59:00,921 semantic_segmentation INFO: Iters: 5710/150000 || Lr: 0.019314 || Task Loss: 0.3809 || KD Loss: 0.1575|| 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: 5:16:07 || Estimated Time: 5 days, 13:08:01
2023-07-27 18:59:33,618 semantic_segmentation INFO: Iters: 5720/150000 || Lr: 0.019312 || Task Loss: 0.4891 || KD Loss: 0.2683|| 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: 5:16:40 || Estimated Time: 5 days, 13:07:15
2023-07-27 19:00:06,317 semantic_segmentation INFO: Iters: 5730/150000 || Lr: 0.019311 || Task Loss: 0.3507 || KD Loss: 0.1356|| 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: 5:17:13 || Estimated Time: 5 days, 13:06:28
2023-07-27 19:00:39,120 semantic_segmentation INFO: Iters: 5740/150000 || Lr: 0.019310 || Task Loss: 0.6168 || KD Loss: 0.3728|| 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: 5:17:45 || Estimated Time: 5 days, 13:05:44
2023-07-27 19:01:11,890 semantic_segmentation INFO: Iters: 5750/150000 || Lr: 0.019309 || Task Loss: 0.2364 || KD Loss: 0.1066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1431|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:18:18 || Estimated Time: 5 days, 13:05:00
2023-07-27 19:01:44,640 semantic_segmentation INFO: Iters: 5760/150000 || Lr: 0.019308 || Task Loss: 0.3196 || KD Loss: 0.1244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1421|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:18:51 || Estimated Time: 5 days, 13:04:15
2023-07-27 19:02:17,355 semantic_segmentation INFO: Iters: 5770/150000 || Lr: 0.019306 || Task Loss: 0.3563 || KD Loss: 0.1228|| 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: 5:19:24 || Estimated Time: 5 days, 13:03:30
2023-07-27 19:02:50,137 semantic_segmentation INFO: Iters: 5780/150000 || Lr: 0.019305 || Task Loss: 0.3787 || KD Loss: 0.1497|| 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: 5:19:56 || Estimated Time: 5 days, 13:02:46
2023-07-27 19:03:22,843 semantic_segmentation INFO: Iters: 5790/150000 || Lr: 0.019304 || Task Loss: 0.3136 || KD Loss: 0.1397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1375|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:20:29 || Estimated Time: 5 days, 13:02:01
2023-07-27 19:03:55,614 semantic_segmentation INFO: Iters: 5800/150000 || Lr: 0.019303 || Task Loss: 0.2870 || KD Loss: 0.1004|| 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: 5:21:02 || Estimated Time: 5 days, 13:01:16
2023-07-27 19:04:28,263 semantic_segmentation INFO: Iters: 5810/150000 || Lr: 0.019302 || Task Loss: 0.4270 || KD Loss: 0.2149|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1490|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:21:35 || Estimated Time: 5 days, 13:00:28
2023-07-27 19:05:01,065 semantic_segmentation INFO: Iters: 5820/150000 || Lr: 0.019300 || Task Loss: 0.2761 || KD Loss: 0.0955|| 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: 5:22:07 || Estimated Time: 5 days, 12:59:45
2023-07-27 19:05:33,816 semantic_segmentation INFO: Iters: 5830/150000 || Lr: 0.019299 || Task Loss: 0.3084 || KD Loss: 0.1656|| 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: 5:22:40 || Estimated Time: 5 days, 12:59:01
2023-07-27 19:06:06,570 semantic_segmentation INFO: Iters: 5840/150000 || Lr: 0.019298 || Task Loss: 0.2651 || KD Loss: 0.0983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1363|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 5 days, 12:58:17
2023-07-27 19:06:39,370 semantic_segmentation INFO: Iters: 5850/150000 || Lr: 0.019297 || Task Loss: 0.3071 || KD Loss: 0.1123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1392|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:23:46 || Estimated Time: 5 days, 12:57:33
2023-07-27 19:07:12,133 semantic_segmentation INFO: Iters: 5860/150000 || Lr: 0.019296 || Task Loss: 0.3221 || KD Loss: 0.0909|| 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: 5:24:18 || Estimated Time: 5 days, 12:56:49
2023-07-27 19:07:44,799 semantic_segmentation INFO: Iters: 5870/150000 || Lr: 0.019294 || Task Loss: 0.3170 || KD Loss: 0.1510|| 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: 5:24:51 || Estimated Time: 5 days, 12:56:04
2023-07-27 19:08:17,570 semantic_segmentation INFO: Iters: 5880/150000 || Lr: 0.019293 || Task Loss: 0.4046 || KD Loss: 0.1517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1463|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:25:24 || Estimated Time: 5 days, 12:55:19
2023-07-27 19:08:50,152 semantic_segmentation INFO: Iters: 5890/150000 || Lr: 0.019292 || Task Loss: 0.2464 || KD Loss: 0.0880|| 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: 5:25:57 || Estimated Time: 5 days, 12:54:31
2023-07-27 19:09:22,924 semantic_segmentation INFO: Iters: 5900/150000 || Lr: 0.019291 || Task Loss: 0.4030 || KD Loss: 0.1920|| 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: 5:26:29 || Estimated Time: 5 days, 12:53:47
2023-07-27 19:09:55,662 semantic_segmentation INFO: Iters: 5910/150000 || Lr: 0.019290 || Task Loss: 0.2427 || KD Loss: 0.0775|| 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: 5:27:02 || Estimated Time: 5 days, 12:53:02
2023-07-27 19:10:28,306 semantic_segmentation INFO: Iters: 5920/150000 || Lr: 0.019288 || Task Loss: 0.2702 || KD Loss: 0.0872|| 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: 5:27:35 || Estimated Time: 5 days, 12:52:15
2023-07-27 19:11:00,986 semantic_segmentation INFO: Iters: 5930/150000 || Lr: 0.019287 || Task Loss: 0.2844 || KD Loss: 0.0941|| 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: 5:28:07 || Estimated Time: 5 days, 12:51:30
2023-07-27 19:11:33,781 semantic_segmentation INFO: Iters: 5940/150000 || Lr: 0.019286 || Task Loss: 0.3364 || KD Loss: 0.1105|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1318|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:28:40 || Estimated Time: 5 days, 12:50:47
2023-07-27 19:12:06,540 semantic_segmentation INFO: Iters: 5950/150000 || Lr: 0.019285 || Task Loss: 0.2814 || KD Loss: 0.1058|| 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: 5:29:13 || Estimated Time: 5 days, 12:50:03
2023-07-27 19:12:39,329 semantic_segmentation INFO: Iters: 5960/150000 || Lr: 0.019283 || Task Loss: 0.2930 || KD Loss: 0.0761|| 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: 5:29:46 || Estimated Time: 5 days, 12:49:20
2023-07-27 19:13:12,066 semantic_segmentation INFO: Iters: 5970/150000 || Lr: 0.019282 || Task Loss: 0.4260 || KD Loss: 0.1417|| 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: 5:30:18 || Estimated Time: 5 days, 12:48:36
2023-07-27 19:13:44,717 semantic_segmentation INFO: Iters: 5980/150000 || Lr: 0.019281 || Task Loss: 0.4220 || KD Loss: 0.1652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1423|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:30:51 || Estimated Time: 5 days, 12:47:49
2023-07-27 19:14:17,499 semantic_segmentation INFO: Iters: 5990/150000 || Lr: 0.019280 || Task Loss: 0.3601 || KD Loss: 0.1391|| 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: 5:31:24 || Estimated Time: 5 days, 12:47:07
2023-07-27 19:14:50,262 semantic_segmentation INFO: Iters: 6000/150000 || Lr: 0.019279 || Task Loss: 0.3546 || KD Loss: 0.1518|| 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: 5:31:57 || Estimated Time: 5 days, 12:46:23
2023-07-27 19:15:22,973 semantic_segmentation INFO: Iters: 6010/150000 || Lr: 0.019277 || Task Loss: 0.2910 || KD Loss: 0.1016|| 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: 5:32:29 || Estimated Time: 5 days, 12:45:38
2023-07-27 19:15:58,597 semantic_segmentation INFO: Iters: 6020/150000 || Lr: 0.019276 || Task Loss: 0.3066 || KD Loss: 0.0942|| 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: 5:33:05 || Estimated Time: 5 days, 12:45:59
2023-07-27 19:16:31,550 semantic_segmentation INFO: Iters: 6030/150000 || Lr: 0.019275 || Task Loss: 0.3741 || KD Loss: 0.1543|| 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: 5:33:38 || Estimated Time: 5 days, 12:45:24
2023-07-27 19:17:04,112 semantic_segmentation INFO: Iters: 6040/150000 || Lr: 0.019274 || Task Loss: 0.3989 || KD Loss: 0.1723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1433|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:34:10 || Estimated Time: 5 days, 12:44:36
2023-07-27 19:17:36,867 semantic_segmentation INFO: Iters: 6050/150000 || Lr: 0.019273 || Task Loss: 0.3913 || KD Loss: 0.1353|| 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: 5:34:43 || Estimated Time: 5 days, 12:43:52
2023-07-27 19:18:09,629 semantic_segmentation INFO: Iters: 6060/150000 || Lr: 0.019271 || Task Loss: 0.5200 || KD Loss: 0.2083|| 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: 5:35:16 || Estimated Time: 5 days, 12:43:09
2023-07-27 19:18:42,427 semantic_segmentation INFO: Iters: 6070/150000 || Lr: 0.019270 || Task Loss: 0.3086 || KD Loss: 0.1454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1463|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:35:49 || Estimated Time: 5 days, 12:42:26
2023-07-27 19:19:15,176 semantic_segmentation INFO: Iters: 6080/150000 || Lr: 0.019269 || Task Loss: 0.2558 || KD Loss: 0.0984|| 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: 5:36:22 || Estimated Time: 5 days, 12:41:42
2023-07-27 19:19:47,958 semantic_segmentation INFO: Iters: 6090/150000 || Lr: 0.019268 || Task Loss: 0.2517 || KD Loss: 0.1024|| 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: 5:36:54 || Estimated Time: 5 days, 12:40:59
2023-07-27 19:20:20,732 semantic_segmentation INFO: Iters: 6100/150000 || Lr: 0.019267 || Task Loss: 0.3428 || KD Loss: 0.1958|| 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: 5:37:27 || Estimated Time: 5 days, 12:40:16
2023-07-27 19:20:53,465 semantic_segmentation INFO: Iters: 6110/150000 || Lr: 0.019265 || Task Loss: 0.4640 || KD Loss: 0.2133|| 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: 5:38:00 || Estimated Time: 5 days, 12:39:32
2023-07-27 19:21:26,059 semantic_segmentation INFO: Iters: 6120/150000 || Lr: 0.019264 || Task Loss: 0.2879 || KD Loss: 0.0975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1407|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:38:32 || Estimated Time: 5 days, 12:38:45
2023-07-27 19:21:58,662 semantic_segmentation INFO: Iters: 6130/150000 || Lr: 0.019263 || Task Loss: 0.3193 || KD Loss: 0.1347|| 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: 5:39:05 || Estimated Time: 5 days, 12:37:58
2023-07-27 19:22:31,469 semantic_segmentation INFO: Iters: 6140/150000 || Lr: 0.019262 || Task Loss: 0.2949 || KD Loss: 0.1283|| 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: 5:39:38 || Estimated Time: 5 days, 12:37:16
2023-07-27 19:23:04,241 semantic_segmentation INFO: Iters: 6150/150000 || Lr: 0.019261 || Task Loss: 0.2825 || KD Loss: 0.1551|| 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: 5:40:11 || Estimated Time: 5 days, 12:36:33
2023-07-27 19:23:36,906 semantic_segmentation INFO: Iters: 6160/150000 || Lr: 0.019259 || Task Loss: 0.3724 || KD Loss: 0.1299|| 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: 5:40:43 || Estimated Time: 5 days, 12:35:49
2023-07-27 19:24:09,703 semantic_segmentation INFO: Iters: 6170/150000 || Lr: 0.019258 || Task Loss: 0.2454 || KD Loss: 0.0884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1340|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:41:16 || Estimated Time: 5 days, 12:35:05
2023-07-27 19:24:42,468 semantic_segmentation INFO: Iters: 6180/150000 || Lr: 0.019257 || Task Loss: 0.3483 || KD Loss: 0.1536|| 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: 5:41:49 || Estimated Time: 5 days, 12:34:23
2023-07-27 19:25:15,218 semantic_segmentation INFO: Iters: 6190/150000 || Lr: 0.019256 || Task Loss: 0.2606 || KD Loss: 0.0777|| 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: 5:42:22 || Estimated Time: 5 days, 12:33:39
2023-07-27 19:25:47,821 semantic_segmentation INFO: Iters: 6200/150000 || Lr: 0.019255 || Task Loss: 0.2474 || KD Loss: 0.0970|| 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: 5:42:54 || Estimated Time: 5 days, 12:32:53
2023-07-27 19:26:20,564 semantic_segmentation INFO: Iters: 6210/150000 || Lr: 0.019253 || Task Loss: 0.2365 || KD Loss: 0.0866|| 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: 5:43:27 || Estimated Time: 5 days, 12:32:09
2023-07-27 19:26:53,288 semantic_segmentation INFO: Iters: 6220/150000 || Lr: 0.019252 || Task Loss: 0.2732 || KD Loss: 0.1017|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1414|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:44:00 || Estimated Time: 5 days, 12:31:25
2023-07-27 19:27:25,975 semantic_segmentation INFO: Iters: 6230/150000 || Lr: 0.019251 || Task Loss: 0.6575 || KD Loss: 0.3570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1425|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:44:32 || Estimated Time: 5 days, 12:30:41
2023-07-27 19:27:58,635 semantic_segmentation INFO: Iters: 6240/150000 || Lr: 0.019250 || Task Loss: 0.2616 || KD Loss: 0.0943|| 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: 5:45:05 || Estimated Time: 5 days, 12:29:56
2023-07-27 19:28:31,392 semantic_segmentation INFO: Iters: 6250/150000 || Lr: 0.019249 || Task Loss: 0.3175 || KD Loss: 0.1175|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1411|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:45:38 || Estimated Time: 5 days, 12:29:13
2023-07-27 19:29:04,180 semantic_segmentation INFO: Iters: 6260/150000 || Lr: 0.019247 || Task Loss: 0.2640 || KD Loss: 0.1257|| 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: 5:46:11 || Estimated Time: 5 days, 12:28:30
2023-07-27 19:29:36,944 semantic_segmentation INFO: Iters: 6270/150000 || Lr: 0.019246 || Task Loss: 0.3886 || KD Loss: 0.1546|| 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: 5:46:43 || Estimated Time: 5 days, 12:27:48
2023-07-27 19:30:09,734 semantic_segmentation INFO: Iters: 6280/150000 || Lr: 0.019245 || Task Loss: 0.2968 || KD Loss: 0.1064|| 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: 5:47:16 || Estimated Time: 5 days, 12:27:05
2023-07-27 19:30:42,479 semantic_segmentation INFO: Iters: 6290/150000 || Lr: 0.019244 || Task Loss: 0.2649 || KD Loss: 0.0807|| 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: 5:47:49 || Estimated Time: 5 days, 12:26:24
2023-07-27 19:31:15,269 semantic_segmentation INFO: Iters: 6300/150000 || Lr: 0.019243 || Task Loss: 0.2630 || KD Loss: 0.1019|| 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: 5:48:22 || Estimated Time: 5 days, 12:25:41
2023-07-27 19:31:48,035 semantic_segmentation INFO: Iters: 6310/150000 || Lr: 0.019241 || Task Loss: 0.3076 || KD Loss: 0.1417|| 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: 5:48:54 || Estimated Time: 5 days, 12:24:58
2023-07-27 19:32:20,808 semantic_segmentation INFO: Iters: 6320/150000 || Lr: 0.019240 || Task Loss: 0.3656 || KD Loss: 0.1314|| 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: 5:49:27 || Estimated Time: 5 days, 12:24:16
2023-07-27 19:32:53,548 semantic_segmentation INFO: Iters: 6330/150000 || Lr: 0.019239 || Task Loss: 0.3066 || KD Loss: 0.1033|| 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: 5:50:00 || Estimated Time: 5 days, 12:23:34
2023-07-27 19:33:26,308 semantic_segmentation INFO: Iters: 6340/150000 || Lr: 0.019238 || Task Loss: 0.2975 || KD Loss: 0.1145|| 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: 5:50:33 || Estimated Time: 5 days, 12:22:50
2023-07-27 19:33:59,108 semantic_segmentation INFO: Iters: 6350/150000 || Lr: 0.019236 || Task Loss: 0.3373 || KD Loss: 0.1687|| 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: 5:51:05 || Estimated Time: 5 days, 12:22:09
2023-07-27 19:34:31,663 semantic_segmentation INFO: Iters: 6360/150000 || Lr: 0.019235 || Task Loss: 0.2902 || KD Loss: 0.0997|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1318|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:51:38 || Estimated Time: 5 days, 12:21:21
2023-07-27 19:35:04,289 semantic_segmentation INFO: Iters: 6370/150000 || Lr: 0.019234 || Task Loss: 0.3590 || KD Loss: 0.1393|| 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: 5:52:11 || Estimated Time: 5 days, 12:20:36
2023-07-27 19:35:36,962 semantic_segmentation INFO: Iters: 6380/150000 || Lr: 0.019233 || Task Loss: 0.3805 || KD Loss: 0.0990|| 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: 5:52:43 || Estimated Time: 5 days, 12:19:52
2023-07-27 19:36:09,528 semantic_segmentation INFO: Iters: 6390/150000 || Lr: 0.019232 || Task Loss: 0.2193 || KD Loss: 0.0978|| 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: 5:53:16 || Estimated Time: 5 days, 12:19:05
2023-07-27 19:36:42,096 semantic_segmentation INFO: Iters: 6400/150000 || Lr: 0.019230 || Task Loss: 0.2908 || KD Loss: 0.1271|| 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: 5:53:48 || Estimated Time: 5 days, 12:18:18
2023-07-27 19:36:42,161 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-27 19:36:42,980 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.963, mIoU: 0.383
2023-07-27 19:36:43,104 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.964, mIoU: 0.450
2023-07-27 19:36:43,211 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.964, mIoU: 0.448
2023-07-27 19:36:43,318 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.963, mIoU: 0.495
2023-07-27 19:36:43,424 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.964, mIoU: 0.487
2023-07-27 19:36:43,528 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.488
2023-07-27 19:36:43,632 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.529
2023-07-27 19:36:43,738 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.565
2023-07-27 19:36:43,842 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.563
2023-07-27 19:36:43,953 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.956, mIoU: 0.605
2023-07-27 19:36:44,059 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.956, mIoU: 0.607
2023-07-27 19:36:44,175 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.636
2023-07-27 19:36:44,296 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.952, mIoU: 0.629
2023-07-27 19:36:44,402 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.948, mIoU: 0.618
2023-07-27 19:36:44,507 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.946, mIoU: 0.612
2023-07-27 19:36:44,622 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.944, mIoU: 0.608
2023-07-27 19:36:44,737 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.943, mIoU: 0.599
2023-07-27 19:36:44,847 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.942, mIoU: 0.599
2023-07-27 19:36:44,958 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.941, mIoU: 0.607
2023-07-27 19:36:45,069 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.942, mIoU: 0.615
2023-07-27 19:36:45,180 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.942, mIoU: 0.617
2023-07-27 19:36:45,287 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.938, mIoU: 0.623
2023-07-27 19:36:45,399 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.938, mIoU: 0.622
2023-07-27 19:36:45,514 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-27 19:36:45,619 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.933, mIoU: 0.636
2023-07-27 19:36:45,724 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.933, mIoU: 0.637
2023-07-27 19:36:45,835 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.932, mIoU: 0.634
2023-07-27 19:36:45,950 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.932, mIoU: 0.632
2023-07-27 19:36:46,060 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.932, mIoU: 0.635
2023-07-27 19:36:46,175 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.931, mIoU: 0.622
2023-07-27 19:36:46,287 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.931, mIoU: 0.620
2023-07-27 19:36:46,397 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.930, mIoU: 0.619
2023-07-27 19:36:46,503 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.621
2023-07-27 19:36:46,611 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.931, mIoU: 0.621
2023-07-27 19:36:46,720 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.931, mIoU: 0.623
2023-07-27 19:36:46,830 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.931, mIoU: 0.623
2023-07-27 19:36:46,936 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.931, mIoU: 0.620
2023-07-27 19:36:47,047 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.931, mIoU: 0.619
2023-07-27 19:36:47,164 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.930, mIoU: 0.616
2023-07-27 19:36:47,270 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.931, mIoU: 0.617
2023-07-27 19:36:47,375 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.931, mIoU: 0.620
2023-07-27 19:36:47,482 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.932, mIoU: 0.620
2023-07-27 19:36:47,589 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.932, mIoU: 0.620
2023-07-27 19:36:47,701 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.932, mIoU: 0.620
2023-07-27 19:36:47,812 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.932, mIoU: 0.618
2023-07-27 19:36:47,920 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.933, mIoU: 0.617
2023-07-27 19:36:48,027 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.933, mIoU: 0.618
2023-07-27 19:36:48,130 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.934, mIoU: 0.617
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2023-07-27 19:36:48,341 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.934, mIoU: 0.626
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2023-07-27 19:36:48,547 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.933, mIoU: 0.628
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2023-07-27 19:36:48,755 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.932, mIoU: 0.626
2023-07-27 19:36:48,860 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.931, mIoU: 0.624
2023-07-27 19:36:48,966 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.931, mIoU: 0.623
2023-07-27 19:36:49,076 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.931, mIoU: 0.624
2023-07-27 19:36:49,198 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.931, mIoU: 0.629
2023-07-27 19:36:49,305 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.930, mIoU: 0.626
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2023-07-27 19:36:50,080 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-27 19:36:50,200 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.928, mIoU: 0.632
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2023-07-27 19:36:51,066 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.929, mIoU: 0.631
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2023-07-27 19:37:30,800 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.934, mIoU: 0.629
2023-07-27 19:37:30,919 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.934, mIoU: 0.629
2023-07-27 19:37:31,036 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.934, mIoU: 0.629
2023-07-27 19:37:31,152 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.934, mIoU: 0.629
2023-07-27 19:37:31,263 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.934, mIoU: 0.629
2023-07-27 19:37:31,373 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.935, mIoU: 0.629
2023-07-27 19:37:31,482 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.935, mIoU: 0.629
2023-07-27 19:37:31,599 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.935, mIoU: 0.629
2023-07-27 19:37:31,707 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.935, mIoU: 0.629
2023-07-27 19:37:31,813 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.935, mIoU: 0.629
2023-07-27 19:37:31,926 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.935, mIoU: 0.629
2023-07-27 19:37:32,037 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.935, mIoU: 0.629
2023-07-27 19:37:32,151 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.935, mIoU: 0.629
2023-07-27 19:37:32,264 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.935, mIoU: 0.629
2023-07-27 19:37:32,371 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.935, mIoU: 0.629
2023-07-27 19:37:32,476 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.935, mIoU: 0.629
2023-07-27 19:37:32,582 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.935, mIoU: 0.630
2023-07-27 19:37:32,687 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.935, mIoU: 0.630
2023-07-27 19:37:32,791 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.935, mIoU: 0.631
2023-07-27 19:37:32,908 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.935, mIoU: 0.631
2023-07-27 19:37:33,019 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.935, mIoU: 0.631
2023-07-27 19:37:33,127 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.935, mIoU: 0.632
2023-07-27 19:37:33,240 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.935, mIoU: 0.632
2023-07-27 19:37:33,348 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.935, mIoU: 0.632
2023-07-27 19:37:33,456 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.935, mIoU: 0.632
2023-07-27 19:37:33,568 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.935, mIoU: 0.632
2023-07-27 19:37:33,683 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.935, mIoU: 0.632
2023-07-27 19:37:33,796 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.935, mIoU: 0.633
2023-07-27 19:37:33,907 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.935, mIoU: 0.633
2023-07-27 19:37:34,017 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.935, mIoU: 0.632
2023-07-27 19:37:34,126 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.935, mIoU: 0.632
2023-07-27 19:37:34,233 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.935, mIoU: 0.632
2023-07-27 19:37:34,344 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.935, mIoU: 0.632
2023-07-27 19:37:34,456 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.935, mIoU: 0.632
2023-07-27 19:37:34,565 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.936, mIoU: 0.632
2023-07-27 19:37:34,673 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.936, mIoU: 0.632
2023-07-27 19:37:34,781 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.936, mIoU: 0.632
2023-07-27 19:37:34,892 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.936, mIoU: 0.632
2023-07-27 19:37:35,005 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.936, mIoU: 0.632
2023-07-27 19:37:35,118 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.936, mIoU: 0.632
2023-07-27 19:37:35,228 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.936, mIoU: 0.632
2023-07-27 19:37:35,336 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.936, mIoU: 0.632
2023-07-27 19:37:35,441 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.936, mIoU: 0.633
2023-07-27 19:37:35,547 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.936, mIoU: 0.632
2023-07-27 19:37:35,653 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.936, mIoU: 0.632
2023-07-27 19:37:35,758 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.936, mIoU: 0.633
2023-07-27 19:37:35,861 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.936, mIoU: 0.633
2023-07-27 19:37:35,965 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.936, mIoU: 0.633
2023-07-27 19:37:36,068 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.936, mIoU: 0.633
2023-07-27 19:37:36,171 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.936, mIoU: 0.634
2023-07-27 19:37:36,274 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.936, mIoU: 0.633
2023-07-27 19:37:36,377 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.936, mIoU: 0.634
2023-07-27 19:37:36,480 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.936, mIoU: 0.634
2023-07-27 19:37:36,585 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.936, mIoU: 0.634
2023-07-27 19:37:36,688 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.936, mIoU: 0.634
2023-07-27 19:37:36,792 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.936, mIoU: 0.634
2023-07-27 19:37:36,898 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.936, mIoU: 0.634
2023-07-27 19:37:37,013 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.936, mIoU: 0.634
2023-07-27 19:37:37,128 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.936, mIoU: 0.634
2023-07-27 19:37:37,236 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.936, mIoU: 0.634
2023-07-27 19:37:37,343 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.937, mIoU: 0.634
2023-07-27 19:37:37,448 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.937, mIoU: 0.634
2023-07-27 19:38:10,590 semantic_segmentation INFO: Iters: 6410/150000 || Lr: 0.019229 || Task Loss: 0.4245 || KD Loss: 0.1551|| 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: 5:55:17 || Estimated Time: 5 days, 12:38:24
2023-07-27 19:38:43,144 semantic_segmentation INFO: Iters: 6420/150000 || Lr: 0.019228 || Task Loss: 0.3887 || KD Loss: 0.1466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1375|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:55:49 || Estimated Time: 5 days, 12:37:35
2023-07-27 19:39:18,954 semantic_segmentation INFO: Iters: 6430/150000 || Lr: 0.019227 || Task Loss: 0.3548 || KD Loss: 0.1226|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1458|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:56:25 || Estimated Time: 5 days, 12:37:59
2023-07-27 19:39:51,375 semantic_segmentation INFO: Iters: 6440/150000 || Lr: 0.019226 || Task Loss: 0.3365 || KD Loss: 0.1379|| 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: 5:56:58 || Estimated Time: 5 days, 12:37:08
2023-07-27 19:40:23,893 semantic_segmentation INFO: Iters: 6450/150000 || Lr: 0.019224 || Task Loss: 0.2974 || KD Loss: 0.1119|| 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: 5:57:30 || Estimated Time: 5 days, 12:36:18
2023-07-27 19:40:56,457 semantic_segmentation INFO: Iters: 6460/150000 || Lr: 0.019223 || Task Loss: 0.5898 || KD Loss: 0.2131|| 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: 5:58:03 || Estimated Time: 5 days, 12:35:29
2023-07-27 19:41:29,038 semantic_segmentation INFO: Iters: 6470/150000 || Lr: 0.019222 || Task Loss: 0.3132 || KD Loss: 0.1308|| 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: 5:58:35 || Estimated Time: 5 days, 12:34:41
2023-07-27 19:42:01,813 semantic_segmentation INFO: Iters: 6480/150000 || Lr: 0.019221 || Task Loss: 0.2535 || KD Loss: 0.1061|| 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: 5:59:08 || Estimated Time: 5 days, 12:33:57
2023-07-27 19:42:34,449 semantic_segmentation INFO: Iters: 6490/150000 || Lr: 0.019220 || Task Loss: 0.2469 || KD Loss: 0.0913|| 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: 5:59:41 || Estimated Time: 5 days, 12:33:10
2023-07-27 19:43:07,125 semantic_segmentation INFO: Iters: 6500/150000 || Lr: 0.019218 || Task Loss: 0.2808 || KD Loss: 0.1150|| 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: 6:00:13 || Estimated Time: 5 days, 12:32:24
2023-07-27 19:43:39,913 semantic_segmentation INFO: Iters: 6510/150000 || Lr: 0.019217 || Task Loss: 0.3708 || KD Loss: 0.1459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1414|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:00:46 || Estimated Time: 5 days, 12:31:41
2023-07-27 19:44:12,545 semantic_segmentation INFO: Iters: 6520/150000 || Lr: 0.019216 || Task Loss: 0.3407 || KD Loss: 0.1550|| 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: 6:01:19 || Estimated Time: 5 days, 12:30:54
2023-07-27 19:44:45,326 semantic_segmentation INFO: Iters: 6530/150000 || Lr: 0.019215 || Task Loss: 0.3091 || KD Loss: 0.1566|| 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: 6:01:52 || Estimated Time: 5 days, 12:30:10
2023-07-27 19:45:18,084 semantic_segmentation INFO: Iters: 6540/150000 || Lr: 0.019214 || Task Loss: 0.3512 || KD Loss: 0.1306|| 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: 6:02:24 || Estimated Time: 5 days, 12:29:26
2023-07-27 19:45:50,738 semantic_segmentation INFO: Iters: 6550/150000 || Lr: 0.019212 || Task Loss: 0.2866 || KD Loss: 0.1216|| 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: 6:02:57 || Estimated Time: 5 days, 12:28:40
2023-07-27 19:46:23,353 semantic_segmentation INFO: Iters: 6560/150000 || Lr: 0.019211 || Task Loss: 0.2582 || KD Loss: 0.1024|| 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: 6:03:30 || Estimated Time: 5 days, 12:27:54
2023-07-27 19:46:55,899 semantic_segmentation INFO: Iters: 6570/150000 || Lr: 0.019210 || Task Loss: 0.2650 || KD Loss: 0.1256|| 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: 6:04:02 || Estimated Time: 5 days, 12:27:05
2023-07-27 19:47:28,537 semantic_segmentation INFO: Iters: 6580/150000 || Lr: 0.019209 || Task Loss: 0.2360 || KD Loss: 0.0690|| 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: 6:04:35 || Estimated Time: 5 days, 12:26:18
2023-07-27 19:48:01,098 semantic_segmentation INFO: Iters: 6590/150000 || Lr: 0.019208 || Task Loss: 0.3861 || KD Loss: 0.1901|| 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: 6:05:07 || Estimated Time: 5 days, 12:25:31
2023-07-27 19:48:33,587 semantic_segmentation INFO: Iters: 6600/150000 || Lr: 0.019206 || Task Loss: 0.2992 || KD Loss: 0.1054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1425|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:05:40 || Estimated Time: 5 days, 12:24:41
2023-07-27 19:49:06,165 semantic_segmentation INFO: Iters: 6610/150000 || Lr: 0.019205 || Task Loss: 0.3005 || KD Loss: 0.1206|| 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: 6:06:13 || Estimated Time: 5 days, 12:23:53
2023-07-27 19:49:38,702 semantic_segmentation INFO: Iters: 6620/150000 || Lr: 0.019204 || Task Loss: 0.3068 || KD Loss: 0.1510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1441|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:06:45 || Estimated Time: 5 days, 12:23:05
2023-07-27 19:50:11,496 semantic_segmentation INFO: Iters: 6630/150000 || Lr: 0.019203 || Task Loss: 0.3856 || KD Loss: 0.1959|| 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: 6:07:18 || Estimated Time: 5 days, 12:22:21
2023-07-27 19:50:44,134 semantic_segmentation INFO: Iters: 6640/150000 || Lr: 0.019202 || Task Loss: 0.2602 || KD Loss: 0.1120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1444|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:07:50 || Estimated Time: 5 days, 12:21:35
2023-07-27 19:51:16,793 semantic_segmentation INFO: Iters: 6650/150000 || Lr: 0.019200 || Task Loss: 0.3230 || KD Loss: 0.1095|| 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: 6:08:23 || Estimated Time: 5 days, 12:20:50
2023-07-27 19:51:49,367 semantic_segmentation INFO: Iters: 6660/150000 || Lr: 0.019199 || Task Loss: 0.3193 || KD Loss: 0.1264|| 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: 6:08:56 || Estimated Time: 5 days, 12:20:03
2023-07-27 19:52:22,034 semantic_segmentation INFO: Iters: 6670/150000 || Lr: 0.019198 || Task Loss: 0.3538 || KD Loss: 0.1310|| 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: 6:09:28 || Estimated Time: 5 days, 12:19:18
2023-07-27 19:52:54,487 semantic_segmentation INFO: Iters: 6680/150000 || Lr: 0.019197 || Task Loss: 0.3111 || KD Loss: 0.1445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1460|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:10:01 || Estimated Time: 5 days, 12:18:28
2023-07-27 19:53:27,135 semantic_segmentation INFO: Iters: 6690/150000 || Lr: 0.019196 || Task Loss: 0.3140 || KD Loss: 0.1196|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1459|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:10:33 || Estimated Time: 5 days, 12:17:41
2023-07-27 19:53:59,813 semantic_segmentation INFO: Iters: 6700/150000 || Lr: 0.019194 || Task Loss: 0.3880 || KD Loss: 0.1542|| 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: 6:11:06 || Estimated Time: 5 days, 12:16:56
2023-07-27 19:54:32,613 semantic_segmentation INFO: Iters: 6710/150000 || Lr: 0.019193 || Task Loss: 0.2359 || KD Loss: 0.0861|| 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: 6:11:39 || Estimated Time: 5 days, 12:16:13
2023-07-27 19:55:05,171 semantic_segmentation INFO: Iters: 6720/150000 || Lr: 0.019192 || Task Loss: 0.3008 || KD Loss: 0.1063|| 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: 6:12:12 || Estimated Time: 5 days, 12:15:25
2023-07-27 19:55:37,719 semantic_segmentation INFO: Iters: 6730/150000 || Lr: 0.019191 || Task Loss: 0.3433 || KD Loss: 0.1207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1397|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:12:44 || Estimated Time: 5 days, 12:14:38
2023-07-27 19:56:10,283 semantic_segmentation INFO: Iters: 6740/150000 || Lr: 0.019189 || Task Loss: 0.3413 || KD Loss: 0.1087|| 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: 6:13:17 || Estimated Time: 5 days, 12:13:51
2023-07-27 19:56:42,840 semantic_segmentation INFO: Iters: 6750/150000 || Lr: 0.019188 || Task Loss: 0.3456 || KD Loss: 0.1195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1445|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:13:49 || Estimated Time: 5 days, 12:13:04
2023-07-27 19:57:15,506 semantic_segmentation INFO: Iters: 6760/150000 || Lr: 0.019187 || Task Loss: 0.3789 || KD Loss: 0.1173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1417|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:14:22 || Estimated Time: 5 days, 12:12:19
2023-07-27 19:57:48,158 semantic_segmentation INFO: Iters: 6770/150000 || Lr: 0.019186 || Task Loss: 0.2988 || KD Loss: 0.1355|| 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: 6:14:55 || Estimated Time: 5 days, 12:11:33
2023-07-27 19:58:20,649 semantic_segmentation INFO: Iters: 6780/150000 || Lr: 0.019185 || Task Loss: 0.2615 || KD Loss: 0.0941|| 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: 6:15:27 || Estimated Time: 5 days, 12:10:44
2023-07-27 19:58:53,293 semantic_segmentation INFO: Iters: 6790/150000 || Lr: 0.019183 || Task Loss: 0.3611 || KD Loss: 0.1705|| 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: 6:16:00 || Estimated Time: 5 days, 12:09:58
2023-07-27 19:59:25,825 semantic_segmentation INFO: Iters: 6800/150000 || Lr: 0.019182 || Task Loss: 0.2982 || KD Loss: 0.0946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1458|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:16:32 || Estimated Time: 5 days, 12:09:11
2023-07-27 19:59:58,312 semantic_segmentation INFO: Iters: 6810/150000 || Lr: 0.019181 || Task Loss: 0.2169 || KD Loss: 0.0890|| 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: 6:17:05 || Estimated Time: 5 days, 12:08:22
2023-07-27 20:00:30,797 semantic_segmentation INFO: Iters: 6820/150000 || Lr: 0.019180 || Task Loss: 0.2552 || KD Loss: 0.0932|| 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: 6:17:37 || Estimated Time: 5 days, 12:07:33
2023-07-27 20:01:03,493 semantic_segmentation INFO: Iters: 6830/150000 || Lr: 0.019179 || Task Loss: 0.4781 || KD Loss: 0.2786|| 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: 6:18:10 || Estimated Time: 5 days, 12:06:49
2023-07-27 20:01:36,117 semantic_segmentation INFO: Iters: 6840/150000 || Lr: 0.019177 || Task Loss: 0.3853 || KD Loss: 0.1529|| 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: 6:18:42 || Estimated Time: 5 days, 12:06:03
2023-07-27 20:02:11,594 semantic_segmentation INFO: Iters: 6850/150000 || Lr: 0.019176 || Task Loss: 0.3954 || KD Loss: 0.2072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1511|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:19:18 || Estimated Time: 5 days, 12:06:13
2023-07-27 20:02:44,314 semantic_segmentation INFO: Iters: 6860/150000 || Lr: 0.019175 || Task Loss: 0.3354 || KD Loss: 0.1385|| 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: 6:19:51 || Estimated Time: 5 days, 12:05:33
2023-07-27 20:03:16,827 semantic_segmentation INFO: Iters: 6870/150000 || Lr: 0.019174 || Task Loss: 0.3602 || KD Loss: 0.1374|| 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: 6:20:23 || Estimated Time: 5 days, 12:04:46
2023-07-27 20:03:49,382 semantic_segmentation INFO: Iters: 6880/150000 || Lr: 0.019173 || Task Loss: 0.2684 || KD Loss: 0.1103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1315|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:20:56 || Estimated Time: 5 days, 12:03:59
2023-07-27 20:04:22,180 semantic_segmentation INFO: Iters: 6890/150000 || Lr: 0.019171 || Task Loss: 0.5769 || KD Loss: 0.2066|| 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: 6:21:29 || Estimated Time: 5 days, 12:03:17
2023-07-27 20:04:54,773 semantic_segmentation INFO: Iters: 6900/150000 || Lr: 0.019170 || Task Loss: 0.3293 || KD Loss: 0.1259|| 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: 6:22:01 || Estimated Time: 5 days, 12:02:31
2023-07-27 20:05:27,432 semantic_segmentation INFO: Iters: 6910/150000 || Lr: 0.019169 || Task Loss: 0.2771 || KD Loss: 0.1027|| 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: 6:22:34 || Estimated Time: 5 days, 12:01:45
2023-07-27 20:06:00,103 semantic_segmentation INFO: Iters: 6920/150000 || Lr: 0.019168 || Task Loss: 0.3102 || KD Loss: 0.1286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1411|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:23:06 || Estimated Time: 5 days, 12:01:01
2023-07-27 20:06:32,727 semantic_segmentation INFO: Iters: 6930/150000 || Lr: 0.019167 || Task Loss: 0.3325 || KD Loss: 0.1298|| 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: 6:23:39 || Estimated Time: 5 days, 12:00:16
2023-07-27 20:07:05,420 semantic_segmentation INFO: Iters: 6940/150000 || Lr: 0.019165 || Task Loss: 0.4551 || KD Loss: 0.1731|| 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: 6:24:12 || Estimated Time: 5 days, 11:59:32
2023-07-27 20:07:37,993 semantic_segmentation INFO: Iters: 6950/150000 || Lr: 0.019164 || Task Loss: 0.2605 || KD Loss: 0.0888|| 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: 6:24:44 || Estimated Time: 5 days, 11:58:45
2023-07-27 20:08:10,533 semantic_segmentation INFO: Iters: 6960/150000 || Lr: 0.019163 || Task Loss: 0.3266 || KD Loss: 0.1275|| 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: 6:25:17 || Estimated Time: 5 days, 11:57:59
2023-07-27 20:08:43,135 semantic_segmentation INFO: Iters: 6970/150000 || Lr: 0.019162 || Task Loss: 0.2498 || KD Loss: 0.0805|| 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: 6:25:49 || Estimated Time: 5 days, 11:57:12
2023-07-27 20:09:15,691 semantic_segmentation INFO: Iters: 6980/150000 || Lr: 0.019161 || Task Loss: 0.3179 || KD Loss: 0.1196|| 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: 6:26:22 || Estimated Time: 5 days, 11:56:26
2023-07-27 20:09:48,246 semantic_segmentation INFO: Iters: 6990/150000 || Lr: 0.019159 || Task Loss: 0.1766 || KD Loss: 0.0785|| 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: 6:26:55 || Estimated Time: 5 days, 11:55:39
2023-07-27 20:10:20,786 semantic_segmentation INFO: Iters: 7000/150000 || Lr: 0.019158 || Task Loss: 0.2905 || KD Loss: 0.1174|| 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: 6:27:27 || Estimated Time: 5 days, 11:54:52
2023-07-27 20:10:53,367 semantic_segmentation INFO: Iters: 7010/150000 || Lr: 0.019157 || Task Loss: 0.4189 || KD Loss: 0.1611|| 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: 6:28:00 || Estimated Time: 5 days, 11:54:06
2023-07-27 20:11:25,911 semantic_segmentation INFO: Iters: 7020/150000 || Lr: 0.019156 || Task Loss: 0.3990 || KD Loss: 0.1608|| 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: 6:28:32 || Estimated Time: 5 days, 11:53:20
2023-07-27 20:11:58,503 semantic_segmentation INFO: Iters: 7030/150000 || Lr: 0.019155 || Task Loss: 0.2113 || KD Loss: 0.0650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1431|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:29:05 || Estimated Time: 5 days, 11:52:34
2023-07-27 20:12:31,139 semantic_segmentation INFO: Iters: 7040/150000 || Lr: 0.019153 || Task Loss: 0.4731 || KD Loss: 0.2110|| 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: 6:29:37 || Estimated Time: 5 days, 11:51:49
2023-07-27 20:13:03,627 semantic_segmentation INFO: Iters: 7050/150000 || Lr: 0.019152 || Task Loss: 0.2514 || KD Loss: 0.0945|| 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: 6:30:10 || Estimated Time: 5 days, 11:51:01
2023-07-27 20:13:36,180 semantic_segmentation INFO: Iters: 7060/150000 || Lr: 0.019151 || Task Loss: 0.3372 || KD Loss: 0.1326|| 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: 6:30:43 || Estimated Time: 5 days, 11:50:15
2023-07-27 20:14:08,743 semantic_segmentation INFO: Iters: 7070/150000 || Lr: 0.019150 || Task Loss: 0.3003 || KD Loss: 0.0821|| 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: 6:31:15 || Estimated Time: 5 days, 11:49:29
2023-07-27 20:14:41,212 semantic_segmentation INFO: Iters: 7080/150000 || Lr: 0.019148 || Task Loss: 0.3334 || KD Loss: 0.1349|| 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: 6:31:48 || Estimated Time: 5 days, 11:48:41
2023-07-27 20:15:13,730 semantic_segmentation INFO: Iters: 7090/150000 || Lr: 0.019147 || Task Loss: 0.2029 || KD Loss: 0.0804|| 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: 6:32:20 || Estimated Time: 5 days, 11:47:54
2023-07-27 20:15:46,200 semantic_segmentation INFO: Iters: 7100/150000 || Lr: 0.019146 || Task Loss: 0.3990 || KD Loss: 0.1699|| 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: 6:32:53 || Estimated Time: 5 days, 11:47:06
2023-07-27 20:16:18,736 semantic_segmentation INFO: Iters: 7110/150000 || Lr: 0.019145 || Task Loss: 0.2566 || KD Loss: 0.1152|| 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: 6:33:25 || Estimated Time: 5 days, 11:46:19
2023-07-27 20:16:51,181 semantic_segmentation INFO: Iters: 7120/150000 || Lr: 0.019144 || Task Loss: 0.3904 || KD Loss: 0.1693|| 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: 6:33:58 || Estimated Time: 5 days, 11:45:31
2023-07-27 20:17:23,754 semantic_segmentation INFO: Iters: 7130/150000 || Lr: 0.019142 || Task Loss: 0.2686 || KD Loss: 0.1093|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1425|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:34:30 || Estimated Time: 5 days, 11:44:45
2023-07-27 20:17:56,251 semantic_segmentation INFO: Iters: 7140/150000 || Lr: 0.019141 || Task Loss: 0.2167 || KD Loss: 0.0856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1397|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:35:03 || Estimated Time: 5 days, 11:43:58
2023-07-27 20:18:28,851 semantic_segmentation INFO: Iters: 7150/150000 || Lr: 0.019140 || Task Loss: 0.3152 || KD Loss: 0.1216|| 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: 6:35:35 || Estimated Time: 5 days, 11:43:13
2023-07-27 20:19:01,359 semantic_segmentation INFO: Iters: 7160/150000 || Lr: 0.019139 || Task Loss: 0.3099 || KD Loss: 0.1200|| 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: 6:36:08 || Estimated Time: 5 days, 11:42:26
2023-07-27 20:19:33,825 semantic_segmentation INFO: Iters: 7170/150000 || Lr: 0.019138 || Task Loss: 0.3614 || KD Loss: 0.1727|| 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: 6:36:40 || Estimated Time: 5 days, 11:41:38
2023-07-27 20:20:06,496 semantic_segmentation INFO: Iters: 7180/150000 || Lr: 0.019136 || Task Loss: 0.2881 || KD Loss: 0.1227|| 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: 6:37:13 || Estimated Time: 5 days, 11:40:55
2023-07-27 20:20:39,097 semantic_segmentation INFO: Iters: 7190/150000 || Lr: 0.019135 || Task Loss: 0.3312 || KD Loss: 0.1209|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1421|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:37:45 || Estimated Time: 5 days, 11:40:10
2023-07-27 20:21:11,661 semantic_segmentation INFO: Iters: 7200/150000 || Lr: 0.019134 || Task Loss: 0.3663 || KD Loss: 0.1592|| 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: 6:38:18 || Estimated Time: 5 days, 11:39:24
2023-07-27 20:21:11,729 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-27 20:21:12,642 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.955, mIoU: 0.379
2023-07-27 20:21:12,756 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.961, mIoU: 0.456
2023-07-27 20:21:12,861 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.961, mIoU: 0.460
2023-07-27 20:21:12,965 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.960, mIoU: 0.493
2023-07-27 20:21:13,073 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.485
2023-07-27 20:21:13,176 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.485
2023-07-27 20:21:13,279 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.515
2023-07-27 20:21:13,383 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.555
2023-07-27 20:21:13,486 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.956, mIoU: 0.555
2023-07-27 20:21:13,589 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.598
2023-07-27 20:21:13,692 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.955, mIoU: 0.600
2023-07-27 20:21:13,795 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.950, mIoU: 0.626
2023-07-27 20:21:13,900 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.949, mIoU: 0.613
2023-07-27 20:21:14,004 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.945, mIoU: 0.604
2023-07-27 20:21:14,111 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.943, mIoU: 0.613
2023-07-27 20:21:14,213 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.942, mIoU: 0.608
2023-07-27 20:21:14,317 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.941, mIoU: 0.604
2023-07-27 20:21:14,420 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.941, mIoU: 0.610
2023-07-27 20:21:14,522 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.940, mIoU: 0.613
2023-07-27 20:21:14,625 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.941, mIoU: 0.621
2023-07-27 20:21:14,729 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.942, mIoU: 0.623
2023-07-27 20:21:14,834 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.934, mIoU: 0.601
2023-07-27 20:21:14,939 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.933, mIoU: 0.601
2023-07-27 20:21:15,047 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.933, mIoU: 0.609
2023-07-27 20:21:15,156 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.932, mIoU: 0.619
2023-07-27 20:21:15,271 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.932, mIoU: 0.623
2023-07-27 20:21:15,380 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.932, mIoU: 0.617
2023-07-27 20:21:15,486 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.931, mIoU: 0.614
2023-07-27 20:21:15,595 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.931, mIoU: 0.624
2023-07-27 20:21:15,704 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.931, mIoU: 0.633
2023-07-27 20:21:15,815 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.931, mIoU: 0.632
2023-07-27 20:21:15,926 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.930, mIoU: 0.628
2023-07-27 20:21:16,039 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.931, mIoU: 0.630
2023-07-27 20:21:16,153 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.931, mIoU: 0.628
2023-07-27 20:21:16,262 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.931, mIoU: 0.630
2023-07-27 20:21:16,370 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.931, mIoU: 0.629
2023-07-27 20:21:16,474 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.931, mIoU: 0.625
2023-07-27 20:21:16,578 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.931, mIoU: 0.625
2023-07-27 20:21:16,683 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.930, mIoU: 0.624
2023-07-27 20:21:16,793 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.931, mIoU: 0.624
2023-07-27 20:21:16,899 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.931, mIoU: 0.625
2023-07-27 20:21:17,011 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.932, mIoU: 0.624
2023-07-27 20:21:17,130 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.932, mIoU: 0.626
2023-07-27 20:21:17,237 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.933, mIoU: 0.627
2023-07-27 20:21:17,344 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.933, mIoU: 0.624
2023-07-27 20:21:17,450 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.933, mIoU: 0.622
2023-07-27 20:21:17,561 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.934, mIoU: 0.622
2023-07-27 20:21:17,669 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.934, mIoU: 0.621
2023-07-27 20:21:17,777 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.935, mIoU: 0.625
2023-07-27 20:21:17,884 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.935, mIoU: 0.627
2023-07-27 20:21:17,990 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.935, mIoU: 0.627
2023-07-27 20:21:18,095 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.934, mIoU: 0.632
2023-07-27 20:21:18,201 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.933, mIoU: 0.628
2023-07-27 20:21:18,305 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.932, mIoU: 0.629
2023-07-27 20:21:18,409 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.930, mIoU: 0.627
2023-07-27 20:21:18,516 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.930, mIoU: 0.630
2023-07-27 20:21:18,623 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.930, mIoU: 0.631
2023-07-27 20:21:18,732 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-27 20:21:18,840 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.930, mIoU: 0.635
2023-07-27 20:21:18,945 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.930, mIoU: 0.633
2023-07-27 20:21:19,054 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.930, mIoU: 0.637
2023-07-27 20:21:19,171 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.930, mIoU: 0.638
2023-07-27 20:21:19,277 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.930, mIoU: 0.637
2023-07-27 20:21:19,386 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.930, mIoU: 0.642
2023-07-27 20:21:19,498 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.930, mIoU: 0.642
2023-07-27 20:21:19,611 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.929, mIoU: 0.642
2023-07-27 20:21:19,721 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.928, mIoU: 0.641
2023-07-27 20:21:19,834 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.928, mIoU: 0.642
2023-07-27 20:21:19,944 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.928, mIoU: 0.640
2023-07-27 20:21:20,052 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.928, mIoU: 0.640
2023-07-27 20:21:20,163 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.929, mIoU: 0.641
2023-07-27 20:21:20,273 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.929, mIoU: 0.640
2023-07-27 20:21:20,388 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.929, mIoU: 0.639
2023-07-27 20:21:20,493 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.930, mIoU: 0.639
2023-07-27 20:21:20,599 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.929, mIoU: 0.640
2023-07-27 20:21:20,708 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.929, mIoU: 0.639
2023-07-27 20:21:20,818 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.930, mIoU: 0.639
2023-07-27 20:21:20,926 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.930, mIoU: 0.639
2023-07-27 20:21:21,035 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.930, mIoU: 0.639
2023-07-27 20:21:21,149 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.930, mIoU: 0.640
2023-07-27 20:21:21,261 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.930, mIoU: 0.642
2023-07-27 20:21:21,372 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.930, mIoU: 0.641
2023-07-27 20:21:21,483 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.930, mIoU: 0.640
2023-07-27 20:21:21,588 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.929, mIoU: 0.639
2023-07-27 20:21:21,692 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.927, mIoU: 0.635
2023-07-27 20:21:21,793 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.927, mIoU: 0.635
2023-07-27 20:21:21,896 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.927, mIoU: 0.635
2023-07-27 20:21:21,999 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.927, mIoU: 0.635
2023-07-27 20:21:22,103 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.927, mIoU: 0.635
2023-07-27 20:21:22,210 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.928, mIoU: 0.635
2023-07-27 20:21:22,313 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.928, mIoU: 0.635
2023-07-27 20:21:22,417 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.926, mIoU: 0.627
2023-07-27 20:21:22,525 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.926, mIoU: 0.626
2023-07-27 20:21:22,635 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.927, mIoU: 0.626
2023-07-27 20:21:22,744 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.927, mIoU: 0.626
2023-07-27 20:21:22,855 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.927, mIoU: 0.626
2023-07-27 20:21:22,967 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.927, mIoU: 0.625
2023-07-27 20:21:23,077 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.927, mIoU: 0.625
2023-07-27 20:21:23,188 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.926, mIoU: 0.625
2023-07-27 20:21:23,299 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.926, mIoU: 0.625
2023-07-27 20:21:23,405 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.925, mIoU: 0.625
2023-07-27 20:21:23,512 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.924, mIoU: 0.624
2023-07-27 20:21:23,616 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.924, mIoU: 0.623
2023-07-27 20:21:23,722 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.925, mIoU: 0.623
2023-07-27 20:21:23,827 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.925, mIoU: 0.623
2023-07-27 20:21:23,933 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.925, mIoU: 0.623
2023-07-27 20:21:24,037 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.925, mIoU: 0.623
2023-07-27 20:21:24,143 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.926, mIoU: 0.623
2023-07-27 20:21:24,252 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.926, mIoU: 0.623
2023-07-27 20:21:24,357 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.925, mIoU: 0.622
2023-07-27 20:21:24,462 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.925, mIoU: 0.622
2023-07-27 20:21:24,567 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.925, mIoU: 0.622
2023-07-27 20:21:24,671 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.925, mIoU: 0.622
2023-07-27 20:21:24,777 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.925, mIoU: 0.622
2023-07-27 20:21:24,887 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.926, mIoU: 0.622
2023-07-27 20:21:25,001 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.926, mIoU: 0.622
2023-07-27 20:21:25,121 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.926, mIoU: 0.629
2023-07-27 20:21:25,235 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.925, mIoU: 0.631
2023-07-27 20:21:25,343 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.925, mIoU: 0.632
2023-07-27 20:21:25,452 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.925, mIoU: 0.632
2023-07-27 20:21:25,560 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.926, mIoU: 0.631
2023-07-27 20:21:25,665 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.925, mIoU: 0.631
2023-07-27 20:21:25,773 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.925, mIoU: 0.631
2023-07-27 20:21:25,878 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.925, mIoU: 0.633
2023-07-27 20:21:25,981 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.925, mIoU: 0.633
2023-07-27 20:21:26,085 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.926, mIoU: 0.637
2023-07-27 20:21:26,190 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.925, mIoU: 0.639
2023-07-27 20:21:26,297 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.926, mIoU: 0.639
2023-07-27 20:21:26,402 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.926, mIoU: 0.638
2023-07-27 20:21:26,506 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.926, mIoU: 0.638
2023-07-27 20:21:26,612 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.926, mIoU: 0.638
2023-07-27 20:21:26,716 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.927, mIoU: 0.638
2023-07-27 20:21:26,820 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.927, mIoU: 0.637
2023-07-27 20:21:26,925 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.927, mIoU: 0.637
2023-07-27 20:21:27,032 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.927, mIoU: 0.636
2023-07-27 20:21:27,138 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.927, mIoU: 0.636
2023-07-27 20:21:27,252 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.928, mIoU: 0.636
2023-07-27 20:21:27,368 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.927, mIoU: 0.637
2023-07-27 20:21:27,478 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.927, mIoU: 0.638
2023-07-27 20:21:27,585 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.928, mIoU: 0.639
2023-07-27 20:21:27,690 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.927, mIoU: 0.639
2023-07-27 20:21:27,796 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.927, mIoU: 0.639
2023-07-27 20:21:27,904 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.928, mIoU: 0.638
2023-07-27 20:21:28,011 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.928, mIoU: 0.638
2023-07-27 20:21:28,115 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.927, mIoU: 0.638
2023-07-27 20:21:28,219 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.928, mIoU: 0.640
2023-07-27 20:21:28,327 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.928, mIoU: 0.639
2023-07-27 20:21:28,430 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.928, mIoU: 0.639
2023-07-27 20:21:28,537 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.927, mIoU: 0.638
2023-07-27 20:21:28,640 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.928, mIoU: 0.638
2023-07-27 20:21:28,744 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.928, mIoU: 0.638
2023-07-27 20:21:28,848 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.928, mIoU: 0.637
2023-07-27 20:21:28,950 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.928, mIoU: 0.638
2023-07-27 20:21:29,054 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.928, mIoU: 0.638
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2023-07-27 20:21:50,237 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.930, mIoU: 0.620
2023-07-27 20:21:50,348 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.930, mIoU: 0.620
2023-07-27 20:21:50,455 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.930, mIoU: 0.620
2023-07-27 20:21:50,561 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.930, mIoU: 0.620
2023-07-27 20:21:50,669 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.930, mIoU: 0.619
2023-07-27 20:21:50,774 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.930, mIoU: 0.619
2023-07-27 20:21:50,885 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.930, mIoU: 0.619
2023-07-27 20:21:51,007 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.930, mIoU: 0.619
2023-07-27 20:21:51,130 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.930, mIoU: 0.620
2023-07-27 20:21:51,250 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.930, mIoU: 0.620
2023-07-27 20:21:51,370 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.930, mIoU: 0.620
2023-07-27 20:21:51,489 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.931, mIoU: 0.621
2023-07-27 20:21:51,607 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.930, mIoU: 0.620
2023-07-27 20:21:51,723 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.931, mIoU: 0.620
2023-07-27 20:21:51,836 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.931, mIoU: 0.621
2023-07-27 20:21:51,951 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.931, mIoU: 0.621
2023-07-27 20:21:52,066 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.931, mIoU: 0.621
2023-07-27 20:21:52,183 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.931, mIoU: 0.621
2023-07-27 20:21:52,298 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.931, mIoU: 0.621
2023-07-27 20:21:52,412 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.931, mIoU: 0.621
2023-07-27 20:21:52,525 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.931, mIoU: 0.622
2023-07-27 20:21:52,644 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.931, mIoU: 0.622
2023-07-27 20:21:52,759 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.931, mIoU: 0.622
2023-07-27 20:21:52,872 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.931, mIoU: 0.622
2023-07-27 20:21:52,985 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.931, mIoU: 0.622
2023-07-27 20:21:53,096 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.932, mIoU: 0.622
2023-07-27 20:21:53,207 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.932, mIoU: 0.622
2023-07-27 20:21:53,317 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.932, mIoU: 0.622
2023-07-27 20:21:53,429 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.932, mIoU: 0.622
2023-07-27 20:21:53,538 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.932, mIoU: 0.623
2023-07-27 20:21:53,653 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.932, mIoU: 0.623
2023-07-27 20:21:53,767 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.932, mIoU: 0.623
2023-07-27 20:21:53,881 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.932, mIoU: 0.623
2023-07-27 20:21:53,995 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.932, mIoU: 0.623
2023-07-27 20:21:54,107 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.932, mIoU: 0.623
2023-07-27 20:21:54,220 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.932, mIoU: 0.623
2023-07-27 20:21:54,333 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.932, mIoU: 0.623
2023-07-27 20:21:54,446 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.932, mIoU: 0.624
2023-07-27 20:21:54,554 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.932, mIoU: 0.623
2023-07-27 20:21:54,663 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.932, mIoU: 0.624
2023-07-27 20:21:54,772 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.932, mIoU: 0.624
2023-07-27 20:21:54,880 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.933, mIoU: 0.624
2023-07-27 20:21:54,988 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.933, mIoU: 0.624
2023-07-27 20:21:55,101 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.933, mIoU: 0.624
2023-07-27 20:21:55,217 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.933, mIoU: 0.624
2023-07-27 20:21:55,326 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.933, mIoU: 0.624
2023-07-27 20:21:55,437 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.933, mIoU: 0.624
2023-07-27 20:21:55,547 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.933, mIoU: 0.624
2023-07-27 20:21:55,658 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.933, mIoU: 0.624
2023-07-27 20:21:55,768 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.933, mIoU: 0.624
2023-07-27 20:21:55,878 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.933, mIoU: 0.624
2023-07-27 20:21:55,984 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.933, mIoU: 0.624
2023-07-27 20:21:56,090 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.933, mIoU: 0.624
2023-07-27 20:21:56,193 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.933, mIoU: 0.624
2023-07-27 20:21:56,299 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.934, mIoU: 0.624
2023-07-27 20:21:56,404 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.934, mIoU: 0.624
2023-07-27 20:21:56,511 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.934, mIoU: 0.625
2023-07-27 20:21:56,622 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.934, mIoU: 0.625
2023-07-27 20:21:56,734 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.934, mIoU: 0.625
2023-07-27 20:21:56,842 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.934, mIoU: 0.625
2023-07-27 20:21:56,954 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.934, mIoU: 0.625
2023-07-27 20:21:57,069 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.934, mIoU: 0.625
2023-07-27 20:21:57,180 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.934, mIoU: 0.625
2023-07-27 20:21:57,291 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.934, mIoU: 0.625
2023-07-27 20:21:57,403 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.934, mIoU: 0.625
2023-07-27 20:21:57,510 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.934, mIoU: 0.625
2023-07-27 20:21:57,617 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.934, mIoU: 0.625
2023-07-27 20:21:57,738 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.934, mIoU: 0.625
2023-07-27 20:21:57,843 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.934, mIoU: 0.625
2023-07-27 20:21:57,953 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.934, mIoU: 0.626
2023-07-27 20:21:58,064 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.935, mIoU: 0.626
2023-07-27 20:21:58,173 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.935, mIoU: 0.626
2023-07-27 20:21:58,287 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.935, mIoU: 0.626
2023-07-27 20:21:58,397 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.935, mIoU: 0.626
2023-07-27 20:21:58,508 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.935, mIoU: 0.626
2023-07-27 20:21:58,615 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.935, mIoU: 0.626
2023-07-27 20:21:58,724 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.935, mIoU: 0.627
2023-07-27 20:21:58,837 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.935, mIoU: 0.627
2023-07-27 20:21:58,950 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.935, mIoU: 0.627
2023-07-27 20:21:59,059 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.935, mIoU: 0.627
2023-07-27 20:21:59,168 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.935, mIoU: 0.627
2023-07-27 20:21:59,274 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.935, mIoU: 0.626
2023-07-27 20:21:59,377 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.935, mIoU: 0.626
2023-07-27 20:21:59,480 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.935, mIoU: 0.626
2023-07-27 20:21:59,584 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.935, mIoU: 0.626
2023-07-27 20:21:59,688 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.935, mIoU: 0.626
2023-07-27 20:21:59,795 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.935, mIoU: 0.626
2023-07-27 20:21:59,900 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.936, mIoU: 0.626
2023-07-27 20:22:00,009 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.936, mIoU: 0.626
2023-07-27 20:22:00,125 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.936, mIoU: 0.626
2023-07-27 20:22:00,234 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.936, mIoU: 0.627
2023-07-27 20:22:00,343 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.936, mIoU: 0.627
2023-07-27 20:22:00,451 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.936, mIoU: 0.627
2023-07-27 20:22:00,558 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.936, mIoU: 0.626
2023-07-27 20:22:00,666 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.936, mIoU: 0.626
2023-07-27 20:22:00,780 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.936, mIoU: 0.627
2023-07-27 20:22:00,889 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.936, mIoU: 0.627
2023-07-27 20:22:00,995 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.936, mIoU: 0.627
2023-07-27 20:22:01,099 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.936, mIoU: 0.627
2023-07-27 20:22:01,204 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.936, mIoU: 0.627
2023-07-27 20:22:01,307 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.936, mIoU: 0.627
2023-07-27 20:22:01,412 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.936, mIoU: 0.627
2023-07-27 20:22:01,517 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.936, mIoU: 0.627
2023-07-27 20:22:01,620 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.936, mIoU: 0.627
2023-07-27 20:22:01,726 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.936, mIoU: 0.627
2023-07-27 20:22:01,835 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.937, mIoU: 0.627
2023-07-27 20:22:01,941 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.937, mIoU: 0.628
2023-07-27 20:22:02,046 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.937, mIoU: 0.628
2023-07-27 20:22:02,150 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-27 20:22:02,258 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-27 20:22:02,368 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-27 20:22:02,477 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.937, mIoU: 0.630
2023-07-27 20:22:02,599 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.937, mIoU: 0.630
2023-07-27 20:22:02,709 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.937, mIoU: 0.630
2023-07-27 20:22:02,825 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.937, mIoU: 0.630
2023-07-27 20:22:02,942 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.937, mIoU: 0.630
2023-07-27 20:22:03,057 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.937, mIoU: 0.630
2023-07-27 20:22:03,164 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.937, mIoU: 0.630
2023-07-27 20:22:03,276 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-27 20:22:03,388 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.937, mIoU: 0.630
2023-07-27 20:22:03,503 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.937, mIoU: 0.630
2023-07-27 20:22:03,617 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.937, mIoU: 0.630
2023-07-27 20:22:03,730 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-27 20:22:03,844 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-27 20:22:03,954 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-27 20:22:04,065 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-27 20:22:04,170 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-27 20:22:04,278 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-27 20:22:04,383 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-27 20:22:04,489 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-27 20:22:04,595 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-27 20:22:04,699 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-27 20:22:04,804 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-27 20:22:04,910 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.938, mIoU: 0.629
2023-07-27 20:22:05,015 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.938, mIoU: 0.629
2023-07-27 20:22:05,127 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.938, mIoU: 0.629
2023-07-27 20:22:05,241 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.938, mIoU: 0.629
2023-07-27 20:22:05,354 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.938, mIoU: 0.630
2023-07-27 20:22:05,466 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.938, mIoU: 0.630
2023-07-27 20:22:05,578 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.938, mIoU: 0.630
2023-07-27 20:22:05,690 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.938, mIoU: 0.630
2023-07-27 20:22:05,801 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.938, mIoU: 0.630
2023-07-27 20:22:05,914 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.938, mIoU: 0.631
2023-07-27 20:22:06,024 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.938, mIoU: 0.631
2023-07-27 20:22:06,133 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.938, mIoU: 0.631
2023-07-27 20:22:06,242 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.938, mIoU: 0.631
2023-07-27 20:22:06,352 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.938, mIoU: 0.631
2023-07-27 20:22:06,462 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.938, mIoU: 0.631
2023-07-27 20:22:06,572 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.938, mIoU: 0.631
2023-07-27 20:22:06,686 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.938, mIoU: 0.631
2023-07-27 20:22:06,796 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.938, mIoU: 0.631
2023-07-27 20:22:06,915 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.938, mIoU: 0.631
2023-07-27 20:22:39,869 semantic_segmentation INFO: Iters: 7210/150000 || Lr: 0.019133 || Task Loss: 0.2759 || KD Loss: 0.0969|| 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: 6:39:46 || Estimated Time: 5 days, 11:57:01
2023-07-27 20:23:12,386 semantic_segmentation INFO: Iters: 7220/150000 || Lr: 0.019132 || Task Loss: 0.3539 || KD Loss: 0.1447|| 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: 6:40:19 || Estimated Time: 5 days, 11:56:13
2023-07-27 20:23:44,848 semantic_segmentation INFO: Iters: 7230/150000 || Lr: 0.019130 || Task Loss: 0.3725 || KD Loss: 0.1211|| 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: 6:40:51 || Estimated Time: 5 days, 11:55:23
2023-07-27 20:24:17,265 semantic_segmentation INFO: Iters: 7240/150000 || Lr: 0.019129 || Task Loss: 0.2412 || KD Loss: 0.0941|| 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: 6:41:24 || Estimated Time: 5 days, 11:54:33
2023-07-27 20:24:49,562 semantic_segmentation INFO: Iters: 7250/150000 || Lr: 0.019128 || Task Loss: 0.2558 || KD Loss: 0.1059|| 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: 6:41:56 || Estimated Time: 5 days, 11:53:41
2023-07-27 20:25:24,982 semantic_segmentation INFO: Iters: 7260/150000 || Lr: 0.019127 || Task Loss: 0.2772 || KD Loss: 0.1095|| 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: 6:42:31 || Estimated Time: 5 days, 11:53:50
2023-07-27 20:25:57,403 semantic_segmentation INFO: Iters: 7270/150000 || Lr: 0.019126 || Task Loss: 0.3684 || KD Loss: 0.1125|| 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: 6:43:04 || Estimated Time: 5 days, 11:53:00
2023-07-27 20:26:29,883 semantic_segmentation INFO: Iters: 7280/150000 || Lr: 0.019124 || Task Loss: 0.3145 || KD Loss: 0.0885|| 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: 6:43:36 || Estimated Time: 5 days, 11:52:12
2023-07-27 20:27:02,289 semantic_segmentation INFO: Iters: 7290/150000 || Lr: 0.019123 || Task Loss: 0.2698 || KD Loss: 0.0993|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1423|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:44:09 || Estimated Time: 5 days, 11:51:21
2023-07-27 20:27:34,814 semantic_segmentation INFO: Iters: 7300/150000 || Lr: 0.019122 || Task Loss: 0.3145 || KD Loss: 0.1312|| 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: 6:44:41 || Estimated Time: 5 days, 11:50:34
2023-07-27 20:28:07,216 semantic_segmentation INFO: Iters: 7310/150000 || Lr: 0.019121 || Task Loss: 0.2975 || KD Loss: 0.1455|| 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: 6:45:14 || Estimated Time: 5 days, 11:49:44
2023-07-27 20:28:39,597 semantic_segmentation INFO: Iters: 7320/150000 || Lr: 0.019120 || Task Loss: 0.2303 || KD Loss: 0.0812|| 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: 6:45:46 || Estimated Time: 5 days, 11:48:53
2023-07-27 20:29:12,105 semantic_segmentation INFO: Iters: 7330/150000 || Lr: 0.019118 || Task Loss: 0.2956 || KD Loss: 0.1146|| 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: 6:46:18 || Estimated Time: 5 days, 11:48:06
2023-07-27 20:29:44,510 semantic_segmentation INFO: Iters: 7340/150000 || Lr: 0.019117 || Task Loss: 0.3266 || KD Loss: 0.1403|| 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: 6:46:51 || Estimated Time: 5 days, 11:47:16
2023-07-27 20:30:17,003 semantic_segmentation INFO: Iters: 7350/150000 || Lr: 0.019116 || Task Loss: 0.2710 || KD Loss: 0.1263|| 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: 6:47:23 || Estimated Time: 5 days, 11:46:28
2023-07-27 20:30:49,377 semantic_segmentation INFO: Iters: 7360/150000 || Lr: 0.019115 || Task Loss: 0.2999 || KD Loss: 0.0964|| 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: 6:47:56 || Estimated Time: 5 days, 11:45:37
2023-07-27 20:31:21,855 semantic_segmentation INFO: Iters: 7370/150000 || Lr: 0.019114 || Task Loss: 0.3512 || KD Loss: 0.1333|| 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: 6:48:28 || Estimated Time: 5 days, 11:44:50
2023-07-27 20:31:54,314 semantic_segmentation INFO: Iters: 7380/150000 || Lr: 0.019112 || Task Loss: 0.3277 || KD Loss: 0.1396|| 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: 6:49:01 || Estimated Time: 5 days, 11:44:00
2023-07-27 20:32:26,867 semantic_segmentation INFO: Iters: 7390/150000 || Lr: 0.019111 || Task Loss: 0.2720 || KD Loss: 0.0897|| 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: 6:49:33 || Estimated Time: 5 days, 11:43:14
2023-07-27 20:32:59,403 semantic_segmentation INFO: Iters: 7400/150000 || Lr: 0.019110 || Task Loss: 0.2834 || KD Loss: 0.0989|| 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: 6:50:06 || Estimated Time: 5 days, 11:42:26
2023-07-27 20:33:31,980 semantic_segmentation INFO: Iters: 7410/150000 || Lr: 0.019109 || Task Loss: 0.4602 || KD Loss: 0.2460|| 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: 6:50:38 || Estimated Time: 5 days, 11:41:40
2023-07-27 20:34:04,539 semantic_segmentation INFO: Iters: 7420/150000 || Lr: 0.019107 || Task Loss: 0.4744 || KD Loss: 0.1992|| 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: 6:51:11 || Estimated Time: 5 days, 11:40:55
2023-07-27 20:34:37,107 semantic_segmentation INFO: Iters: 7430/150000 || Lr: 0.019106 || Task Loss: 0.3655 || KD Loss: 0.1117|| 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: 6:51:43 || Estimated Time: 5 days, 11:40:08
2023-07-27 20:35:09,578 semantic_segmentation INFO: Iters: 7440/150000 || Lr: 0.019105 || Task Loss: 0.2896 || KD Loss: 0.1072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1372|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:52:16 || Estimated Time: 5 days, 11:39:20
2023-07-27 20:35:42,200 semantic_segmentation INFO: Iters: 7450/150000 || Lr: 0.019104 || Task Loss: 0.3708 || KD Loss: 0.1348|| 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: 6:52:49 || Estimated Time: 5 days, 11:38:34
2023-07-27 20:36:14,558 semantic_segmentation INFO: Iters: 7460/150000 || Lr: 0.019103 || Task Loss: 0.2452 || KD Loss: 0.1209|| 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: 6:53:21 || Estimated Time: 5 days, 11:37:44
2023-07-27 20:36:46,997 semantic_segmentation INFO: Iters: 7470/150000 || Lr: 0.019101 || Task Loss: 0.3007 || KD Loss: 0.1150|| 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: 6:53:53 || Estimated Time: 5 days, 11:36:56
2023-07-27 20:37:19,387 semantic_segmentation INFO: Iters: 7480/150000 || Lr: 0.019100 || Task Loss: 0.3873 || KD Loss: 0.1257|| 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: 6:54:26 || Estimated Time: 5 days, 11:36:07
2023-07-27 20:37:51,800 semantic_segmentation INFO: Iters: 7490/150000 || Lr: 0.019099 || Task Loss: 0.4672 || KD Loss: 0.1754|| 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: 6:54:58 || Estimated Time: 5 days, 11:35:17
2023-07-27 20:38:24,197 semantic_segmentation INFO: Iters: 7500/150000 || Lr: 0.019098 || Task Loss: 0.2697 || KD Loss: 0.1052|| 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: 6:55:31 || Estimated Time: 5 days, 11:34:28
2023-07-27 20:38:56,641 semantic_segmentation INFO: Iters: 7510/150000 || Lr: 0.019097 || Task Loss: 0.3647 || KD Loss: 0.1389|| 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: 6:56:03 || Estimated Time: 5 days, 11:33:39
2023-07-27 20:39:29,027 semantic_segmentation INFO: Iters: 7520/150000 || Lr: 0.019095 || Task Loss: 0.3161 || KD Loss: 0.1277|| 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: 6:56:35 || Estimated Time: 5 days, 11:32:50
2023-07-27 20:40:01,545 semantic_segmentation INFO: Iters: 7530/150000 || Lr: 0.019094 || Task Loss: 0.2873 || KD Loss: 0.1112|| 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: 6:57:08 || Estimated Time: 5 days, 11:32:03
2023-07-27 20:40:33,936 semantic_segmentation INFO: Iters: 7540/150000 || Lr: 0.019093 || Task Loss: 0.2803 || KD Loss: 0.1007|| 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: 6:57:40 || Estimated Time: 5 days, 11:31:14
2023-07-27 20:41:06,484 semantic_segmentation INFO: Iters: 7550/150000 || Lr: 0.019092 || Task Loss: 0.3061 || KD Loss: 0.0973|| 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: 6:58:13 || Estimated Time: 5 days, 11:30:28
2023-07-27 20:41:38,968 semantic_segmentation INFO: Iters: 7560/150000 || Lr: 0.019091 || Task Loss: 0.2894 || KD Loss: 0.1044|| 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: 6:58:45 || Estimated Time: 5 days, 11:29:40
2023-07-27 20:42:11,381 semantic_segmentation INFO: Iters: 7570/150000 || Lr: 0.019089 || Task Loss: 0.5032 || KD Loss: 0.1389|| 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: 6:59:18 || Estimated Time: 5 days, 11:28:52
2023-07-27 20:42:43,847 semantic_segmentation INFO: Iters: 7580/150000 || Lr: 0.019088 || Task Loss: 0.2926 || KD Loss: 0.0681|| 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: 6:59:50 || Estimated Time: 5 days, 11:28:04
2023-07-27 20:43:16,254 semantic_segmentation INFO: Iters: 7590/150000 || Lr: 0.019087 || Task Loss: 0.4860 || KD Loss: 0.1776|| 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: 7:00:23 || Estimated Time: 5 days, 11:27:16
2023-07-27 20:43:48,815 semantic_segmentation INFO: Iters: 7600/150000 || Lr: 0.019086 || Task Loss: 0.3878 || KD Loss: 0.1646|| 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: 7:00:55 || Estimated Time: 5 days, 11:26:29
2023-07-27 20:44:21,373 semantic_segmentation INFO: Iters: 7610/150000 || Lr: 0.019085 || Task Loss: 0.3806 || KD Loss: 0.1458|| 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: 7:01:28 || Estimated Time: 5 days, 11:25:44
2023-07-27 20:44:53,804 semantic_segmentation INFO: Iters: 7620/150000 || Lr: 0.019083 || Task Loss: 0.9307 || KD Loss: 0.5198|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1642|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:02:00 || Estimated Time: 5 days, 11:24:55
2023-07-27 20:45:26,278 semantic_segmentation INFO: Iters: 7630/150000 || Lr: 0.019082 || Task Loss: 0.2860 || KD Loss: 0.1288|| 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: 7:02:33 || Estimated Time: 5 days, 11:24:08
2023-07-27 20:45:58,669 semantic_segmentation INFO: Iters: 7640/150000 || Lr: 0.019081 || Task Loss: 0.3472 || KD Loss: 0.1322|| 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: 7:03:05 || Estimated Time: 5 days, 11:23:20
2023-07-27 20:46:30,982 semantic_segmentation INFO: Iters: 7650/150000 || Lr: 0.019080 || Task Loss: 0.3456 || KD Loss: 0.1295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1372|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:03:37 || Estimated Time: 5 days, 11:22:29
2023-07-27 20:47:03,506 semantic_segmentation INFO: Iters: 7660/150000 || Lr: 0.019079 || Task Loss: 0.2194 || KD Loss: 0.0978|| 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: 7:04:10 || Estimated Time: 5 days, 11:21:43
2023-07-27 20:47:35,928 semantic_segmentation INFO: Iters: 7670/150000 || Lr: 0.019077 || Task Loss: 0.4287 || KD Loss: 0.1640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1445|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:04:42 || Estimated Time: 5 days, 11:20:55
2023-07-27 20:48:11,558 semantic_segmentation INFO: Iters: 7680/150000 || Lr: 0.019076 || Task Loss: 0.4745 || KD Loss: 0.1953|| 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: 7:05:18 || Estimated Time: 5 days, 11:21:06
2023-07-27 20:48:43,967 semantic_segmentation INFO: Iters: 7690/150000 || Lr: 0.019075 || Task Loss: 0.2763 || KD Loss: 0.1171|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1319|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:05:50 || Estimated Time: 5 days, 11:20:18
2023-07-27 20:49:16,231 semantic_segmentation INFO: Iters: 7700/150000 || Lr: 0.019074 || Task Loss: 0.3832 || KD Loss: 0.1451|| 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: 7:06:23 || Estimated Time: 5 days, 11:19:27
2023-07-27 20:49:48,309 semantic_segmentation INFO: Iters: 7710/150000 || Lr: 0.019072 || Task Loss: 0.3060 || KD Loss: 0.1191|| 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: 7:06:55 || Estimated Time: 5 days, 11:18:34
2023-07-27 20:50:20,436 semantic_segmentation INFO: Iters: 7720/150000 || Lr: 0.019071 || Task Loss: 0.3082 || KD Loss: 0.1078|| 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: 7:07:27 || Estimated Time: 5 days, 11:17:39
2023-07-27 20:50:52,623 semantic_segmentation INFO: Iters: 7730/150000 || Lr: 0.019070 || Task Loss: 0.3292 || KD Loss: 0.1196|| 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: 7:07:59 || Estimated Time: 5 days, 11:16:48
2023-07-27 20:51:24,846 semantic_segmentation INFO: Iters: 7740/150000 || Lr: 0.019069 || Task Loss: 0.3391 || KD Loss: 0.1712|| 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: 7:08:31 || Estimated Time: 5 days, 11:15:56
2023-07-27 20:51:56,958 semantic_segmentation INFO: Iters: 7750/150000 || Lr: 0.019068 || Task Loss: 0.4417 || KD Loss: 0.1967|| 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: 7:09:03 || Estimated Time: 5 days, 11:15:03
2023-07-27 20:52:28,950 semantic_segmentation INFO: Iters: 7760/150000 || Lr: 0.019066 || Task Loss: 0.2906 || KD Loss: 0.1235|| 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: 7:09:35 || Estimated Time: 5 days, 11:14:06
2023-07-27 20:53:01,014 semantic_segmentation INFO: Iters: 7770/150000 || Lr: 0.019065 || Task Loss: 0.3180 || KD Loss: 0.1212|| 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: 7:10:07 || Estimated Time: 5 days, 11:13:13
2023-07-27 20:53:33,074 semantic_segmentation INFO: Iters: 7780/150000 || Lr: 0.019064 || Task Loss: 0.2886 || KD Loss: 0.1042|| 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: 7:10:39 || Estimated Time: 5 days, 11:12:18
2023-07-27 20:54:05,198 semantic_segmentation INFO: Iters: 7790/150000 || Lr: 0.019063 || Task Loss: 0.6686 || KD Loss: 0.3730|| 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: 7:11:12 || Estimated Time: 5 days, 11:11:25
2023-07-27 20:54:37,240 semantic_segmentation INFO: Iters: 7800/150000 || Lr: 0.019062 || Task Loss: 0.2811 || KD Loss: 0.1297|| 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: 7:11:44 || Estimated Time: 5 days, 11:10:31
2023-07-27 20:55:09,196 semantic_segmentation INFO: Iters: 7810/150000 || Lr: 0.019060 || Task Loss: 0.3771 || KD Loss: 0.1738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1485|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 5 days, 11:09:34
2023-07-27 20:55:41,081 semantic_segmentation INFO: Iters: 7820/150000 || Lr: 0.019059 || Task Loss: 0.2464 || KD Loss: 0.1076|| 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: 7:12:47 || Estimated Time: 5 days, 11:08:38
2023-07-27 20:56:13,033 semantic_segmentation INFO: Iters: 7830/150000 || Lr: 0.019058 || Task Loss: 0.3230 || KD Loss: 0.1320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1414|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:13:19 || Estimated Time: 5 days, 11:07:41
2023-07-27 20:56:44,968 semantic_segmentation INFO: Iters: 7840/150000 || Lr: 0.019057 || Task Loss: 0.4406 || KD Loss: 0.1684|| 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: 7:13:51 || Estimated Time: 5 days, 11:06:46
2023-07-27 20:57:16,895 semantic_segmentation INFO: Iters: 7850/150000 || Lr: 0.019056 || Task Loss: 0.2383 || KD Loss: 0.1009|| 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: 7:14:23 || Estimated Time: 5 days, 11:05:49
2023-07-27 20:57:48,803 semantic_segmentation INFO: Iters: 7860/150000 || Lr: 0.019054 || Task Loss: 0.3545 || KD Loss: 0.1150|| 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: 7:14:55 || Estimated Time: 5 days, 11:04:52
2023-07-27 20:58:20,753 semantic_segmentation INFO: Iters: 7870/150000 || Lr: 0.019053 || Task Loss: 0.3305 || KD Loss: 0.1337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1423|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:15:27 || Estimated Time: 5 days, 11:03:57
2023-07-27 20:58:52,657 semantic_segmentation INFO: Iters: 7880/150000 || Lr: 0.019052 || Task Loss: 0.3494 || KD Loss: 0.1383|| 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: 7:15:59 || Estimated Time: 5 days, 11:03:00
2023-07-27 20:59:24,634 semantic_segmentation INFO: Iters: 7890/150000 || Lr: 0.019051 || Task Loss: 0.4483 || KD Loss: 0.1802|| 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: 7:16:31 || Estimated Time: 5 days, 11:02:05
2023-07-27 20:59:56,542 semantic_segmentation INFO: Iters: 7900/150000 || Lr: 0.019050 || Task Loss: 0.2720 || KD Loss: 0.1191|| 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: 7:17:03 || Estimated Time: 5 days, 11:01:09
2023-07-27 21:00:28,504 semantic_segmentation INFO: Iters: 7910/150000 || Lr: 0.019048 || Task Loss: 0.3280 || KD Loss: 0.1301|| 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: 7:17:35 || Estimated Time: 5 days, 11:00:13
2023-07-27 21:01:00,934 semantic_segmentation INFO: Iters: 7920/150000 || Lr: 0.019047 || Task Loss: 0.2352 || KD Loss: 0.0863|| 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: 7:18:07 || Estimated Time: 5 days, 10:59:26
2023-07-27 21:01:33,004 semantic_segmentation INFO: Iters: 7930/150000 || Lr: 0.019046 || Task Loss: 0.3770 || KD Loss: 0.1626|| 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: 7:18:39 || Estimated Time: 5 days, 10:58:33
2023-07-27 21:02:05,001 semantic_segmentation INFO: Iters: 7940/150000 || Lr: 0.019045 || Task Loss: 0.3345 || KD Loss: 0.1422|| 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: 7:19:11 || Estimated Time: 5 days, 10:57:39
2023-07-27 21:02:37,039 semantic_segmentation INFO: Iters: 7950/150000 || Lr: 0.019044 || Task Loss: 0.3093 || KD Loss: 0.1209|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1424|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:19:43 || Estimated Time: 5 days, 10:56:45
2023-07-27 21:03:09,141 semantic_segmentation INFO: Iters: 7960/150000 || Lr: 0.019042 || Task Loss: 0.2413 || KD Loss: 0.0772|| 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: 7:20:15 || Estimated Time: 5 days, 10:55:52
2023-07-27 21:03:41,121 semantic_segmentation INFO: Iters: 7970/150000 || Lr: 0.019041 || Task Loss: 0.3177 || KD Loss: 0.1229|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1481|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:20:47 || Estimated Time: 5 days, 10:54:58
2023-07-27 21:04:12,969 semantic_segmentation INFO: Iters: 7980/150000 || Lr: 0.019040 || Task Loss: 0.3269 || KD Loss: 0.1626|| 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: 7:21:19 || Estimated Time: 5 days, 10:54:01
2023-07-27 21:04:44,967 semantic_segmentation INFO: Iters: 7990/150000 || Lr: 0.019039 || Task Loss: 0.3516 || KD Loss: 0.1593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1407|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:21:51 || Estimated Time: 5 days, 10:53:07
2023-07-27 21:05:16,782 semantic_segmentation INFO: Iters: 8000/150000 || Lr: 0.019038 || Task Loss: 0.2788 || KD Loss: 0.0914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1363|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:22:23 || Estimated Time: 5 days, 10:52:09
2023-07-27 21:05:16,847 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-27 21:05:17,730 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.948, mIoU: 0.381
2023-07-27 21:05:17,834 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.957, mIoU: 0.447
2023-07-27 21:05:17,938 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.448
2023-07-27 21:05:18,044 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.958, mIoU: 0.482
2023-07-27 21:05:18,153 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.959, mIoU: 0.477
2023-07-27 21:05:18,257 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.480
2023-07-27 21:05:18,363 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.960, mIoU: 0.497
2023-07-27 21:05:18,467 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.959, mIoU: 0.539
2023-07-27 21:05:18,573 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.958, mIoU: 0.543
2023-07-27 21:05:18,679 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.572
2023-07-27 21:05:18,785 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.955, mIoU: 0.579
2023-07-27 21:05:18,894 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.950, mIoU: 0.601
2023-07-27 21:05:19,004 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.949, mIoU: 0.594
2023-07-27 21:05:19,111 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.947, mIoU: 0.586
2023-07-27 21:05:19,221 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.944, mIoU: 0.581
2023-07-27 21:05:19,327 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.942, mIoU: 0.576
2023-07-27 21:05:19,432 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.941, mIoU: 0.570
2023-07-27 21:05:19,536 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.941, mIoU: 0.568
2023-07-27 21:05:19,639 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.940, mIoU: 0.577
2023-07-27 21:05:19,744 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.941, mIoU: 0.587
2023-07-27 21:05:19,847 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.941, mIoU: 0.590
2023-07-27 21:05:19,949 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.937, mIoU: 0.596
2023-07-27 21:05:20,052 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.937, mIoU: 0.597
2023-07-27 21:05:20,155 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.935, mIoU: 0.604
2023-07-27 21:05:20,259 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.933, mIoU: 0.616
2023-07-27 21:05:20,364 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.933, mIoU: 0.616
2023-07-27 21:05:20,468 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.932, mIoU: 0.611
2023-07-27 21:05:20,572 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.931, mIoU: 0.609
2023-07-27 21:05:20,678 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.930, mIoU: 0.611
2023-07-27 21:05:20,787 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.930, mIoU: 0.604
2023-07-27 21:05:20,896 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.930, mIoU: 0.602
2023-07-27 21:05:21,002 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.930, mIoU: 0.602
2023-07-27 21:05:21,108 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.931, mIoU: 0.605
2023-07-27 21:05:21,217 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.931, mIoU: 0.605
2023-07-27 21:05:21,324 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.930, mIoU: 0.603
2023-07-27 21:05:21,432 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.931, mIoU: 0.602
2023-07-27 21:05:21,539 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.931, mIoU: 0.600
2023-07-27 21:05:21,645 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.930, mIoU: 0.599
2023-07-27 21:05:21,751 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.929, mIoU: 0.597
2023-07-27 21:05:21,860 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.930, mIoU: 0.598
2023-07-27 21:05:21,968 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.930, mIoU: 0.600
2023-07-27 21:05:22,077 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.599
2023-07-27 21:05:22,182 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.931, mIoU: 0.601
2023-07-27 21:05:22,288 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.931, mIoU: 0.601
2023-07-27 21:05:22,392 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.932, mIoU: 0.599
2023-07-27 21:05:22,495 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.932, mIoU: 0.597
2023-07-27 21:05:22,597 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.933, mIoU: 0.598
2023-07-27 21:05:22,702 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.933, mIoU: 0.597
2023-07-27 21:05:22,804 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.934, mIoU: 0.603
2023-07-27 21:05:22,909 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.933, mIoU: 0.605
2023-07-27 21:05:23,012 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.933, mIoU: 0.605
2023-07-27 21:05:23,115 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.932, mIoU: 0.608
2023-07-27 21:05:23,221 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.932, mIoU: 0.607
2023-07-27 21:05:23,326 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.931, mIoU: 0.609
2023-07-27 21:05:23,430 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.930, mIoU: 0.606
2023-07-27 21:05:23,536 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.929, mIoU: 0.605
2023-07-27 21:05:23,643 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.930, mIoU: 0.606
2023-07-27 21:05:23,746 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.930, mIoU: 0.610
2023-07-27 21:05:23,849 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.929, mIoU: 0.611
2023-07-27 21:05:23,952 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.929, mIoU: 0.609
2023-07-27 21:05:24,055 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.928, mIoU: 0.610
2023-07-27 21:05:24,158 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.928, mIoU: 0.612
2023-07-27 21:05:24,264 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.928, mIoU: 0.611
2023-07-27 21:05:24,372 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.928, mIoU: 0.614
2023-07-27 21:05:24,479 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.927, mIoU: 0.612
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2023-07-27 21:05:25,012 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.924, mIoU: 0.606
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2023-07-27 21:05:26,093 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.926, mIoU: 0.605
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2023-07-27 21:05:28,021 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.924, mIoU: 0.603
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2023-07-27 21:06:06,608 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.933, mIoU: 0.605
2023-07-27 21:06:06,717 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.933, mIoU: 0.605
2023-07-27 21:06:06,824 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.933, mIoU: 0.605
2023-07-27 21:06:06,934 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.933, mIoU: 0.605
2023-07-27 21:06:07,040 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.933, mIoU: 0.606
2023-07-27 21:06:07,144 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.933, mIoU: 0.605
2023-07-27 21:06:07,248 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.933, mIoU: 0.606
2023-07-27 21:06:07,352 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.933, mIoU: 0.606
2023-07-27 21:06:07,456 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.933, mIoU: 0.605
2023-07-27 21:06:07,559 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.933, mIoU: 0.605
2023-07-27 21:06:07,665 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.933, mIoU: 0.605
2023-07-27 21:06:07,769 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-27 21:06:07,873 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.934, mIoU: 0.605
2023-07-27 21:06:07,979 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.934, mIoU: 0.605
2023-07-27 21:06:08,083 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-27 21:06:08,185 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-27 21:06:08,289 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-27 21:06:08,394 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-27 21:06:08,497 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-27 21:06:08,601 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-27 21:06:08,706 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-27 21:06:08,811 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-27 21:06:08,922 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-27 21:06:09,032 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-27 21:06:09,147 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-27 21:06:09,253 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-27 21:06:09,358 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-27 21:06:09,465 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.934, mIoU: 0.607
2023-07-27 21:06:09,572 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.934, mIoU: 0.607
2023-07-27 21:06:09,683 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.934, mIoU: 0.607
2023-07-27 21:06:09,792 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.934, mIoU: 0.607
2023-07-27 21:06:09,900 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.934, mIoU: 0.607
2023-07-27 21:06:10,007 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.934, mIoU: 0.607
2023-07-27 21:06:10,110 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.935, mIoU: 0.607
2023-07-27 21:06:10,213 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.934, mIoU: 0.608
2023-07-27 21:06:10,317 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.935, mIoU: 0.608
2023-07-27 21:06:10,419 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.935, mIoU: 0.608
2023-07-27 21:06:10,522 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.935, mIoU: 0.608
2023-07-27 21:06:10,625 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.935, mIoU: 0.608
2023-07-27 21:06:10,729 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.935, mIoU: 0.608
2023-07-27 21:06:10,830 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.935, mIoU: 0.608
2023-07-27 21:06:43,096 semantic_segmentation INFO: Iters: 8010/150000 || Lr: 0.019036 || Task Loss: 0.2834 || KD Loss: 0.0966|| 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: 7:23:49 || Estimated Time: 5 days, 11:07:18
2023-07-27 21:07:14,830 semantic_segmentation INFO: Iters: 8020/150000 || Lr: 0.019035 || Task Loss: 0.2741 || KD Loss: 0.0855|| 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: 7:24:21 || Estimated Time: 5 days, 11:06:18
2023-07-27 21:07:46,596 semantic_segmentation INFO: Iters: 8030/150000 || Lr: 0.019034 || Task Loss: 0.3384 || KD Loss: 0.1197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1392|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:24:53 || Estimated Time: 5 days, 11:05:19
2023-07-27 21:08:18,331 semantic_segmentation INFO: Iters: 8040/150000 || Lr: 0.019033 || Task Loss: 0.2363 || KD Loss: 0.0793|| 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: 7:25:25 || Estimated Time: 5 days, 11:04:19
2023-07-27 21:08:50,090 semantic_segmentation INFO: Iters: 8050/150000 || Lr: 0.019031 || Task Loss: 0.3219 || KD Loss: 0.1172|| 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: 7:25:56 || Estimated Time: 5 days, 11:03:20
2023-07-27 21:09:21,830 semantic_segmentation INFO: Iters: 8060/150000 || Lr: 0.019030 || Task Loss: 0.4163 || KD Loss: 0.1728|| 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: 7:26:28 || Estimated Time: 5 days, 11:02:20
2023-07-27 21:09:53,745 semantic_segmentation INFO: Iters: 8070/150000 || Lr: 0.019029 || Task Loss: 0.3330 || KD Loss: 0.1138|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1419|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:27:00 || Estimated Time: 5 days, 11:01:23
2023-07-27 21:10:26,381 semantic_segmentation INFO: Iters: 8080/150000 || Lr: 0.019028 || Task Loss: 0.3701 || KD Loss: 0.1497|| 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: 7:27:33 || Estimated Time: 5 days, 11:00:35
2023-07-27 21:11:00,642 semantic_segmentation INFO: Iters: 8090/150000 || Lr: 0.019027 || Task Loss: 0.2485 || KD Loss: 0.0946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1385|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:28:07 || Estimated Time: 5 days, 11:00:24
2023-07-27 21:11:32,500 semantic_segmentation INFO: Iters: 8100/150000 || Lr: 0.019025 || Task Loss: 0.3700 || KD Loss: 0.1403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1408|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:28:39 || Estimated Time: 5 days, 10:59:27
2023-07-27 21:12:04,433 semantic_segmentation INFO: Iters: 8110/150000 || Lr: 0.019024 || Task Loss: 0.1760 || KD Loss: 0.0627|| 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: 7:29:11 || Estimated Time: 5 days, 10:58:31
2023-07-27 21:12:36,443 semantic_segmentation INFO: Iters: 8120/150000 || Lr: 0.019023 || Task Loss: 0.2977 || KD Loss: 0.1218|| 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: 7:29:43 || Estimated Time: 5 days, 10:57:37
2023-07-27 21:13:08,432 semantic_segmentation INFO: Iters: 8130/150000 || Lr: 0.019022 || Task Loss: 0.3631 || KD Loss: 0.1664|| 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: 7:30:15 || Estimated Time: 5 days, 10:56:42
2023-07-27 21:13:40,387 semantic_segmentation INFO: Iters: 8140/150000 || Lr: 0.019021 || Task Loss: 0.2214 || KD Loss: 0.0629|| 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: 7:30:47 || Estimated Time: 5 days, 10:55:46
2023-07-27 21:14:12,341 semantic_segmentation INFO: Iters: 8150/150000 || Lr: 0.019019 || Task Loss: 0.3494 || KD Loss: 0.1553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1479|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:31:19 || Estimated Time: 5 days, 10:54:51
2023-07-27 21:14:44,331 semantic_segmentation INFO: Iters: 8160/150000 || Lr: 0.019018 || Task Loss: 0.3562 || KD Loss: 0.1432|| 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: 7:31:51 || Estimated Time: 5 days, 10:53:56
2023-07-27 21:15:16,255 semantic_segmentation INFO: Iters: 8170/150000 || Lr: 0.019017 || Task Loss: 0.2740 || KD Loss: 0.0902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1436|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:32:23 || Estimated Time: 5 days, 10:53:01
2023-07-27 21:15:48,185 semantic_segmentation INFO: Iters: 8180/150000 || Lr: 0.019016 || Task Loss: 0.4176 || KD Loss: 0.1523|| 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: 7:32:55 || Estimated Time: 5 days, 10:52:05
2023-07-27 21:16:20,127 semantic_segmentation INFO: Iters: 8190/150000 || Lr: 0.019015 || Task Loss: 0.3717 || KD Loss: 0.1331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1503|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:33:26 || Estimated Time: 5 days, 10:51:09
2023-07-27 21:16:52,002 semantic_segmentation INFO: Iters: 8200/150000 || Lr: 0.019013 || Task Loss: 0.3444 || KD Loss: 0.1674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1363|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:33:58 || Estimated Time: 5 days, 10:50:13
2023-07-27 21:17:23,812 semantic_segmentation INFO: Iters: 8210/150000 || Lr: 0.019012 || Task Loss: 0.2158 || KD Loss: 0.0729|| 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: 7:34:30 || Estimated Time: 5 days, 10:49:15
2023-07-27 21:17:55,756 semantic_segmentation INFO: Iters: 8220/150000 || Lr: 0.019011 || Task Loss: 0.4698 || KD Loss: 0.1844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1433|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:35:02 || Estimated Time: 5 days, 10:48:20
2023-07-27 21:18:27,524 semantic_segmentation INFO: Iters: 8230/150000 || Lr: 0.019010 || Task Loss: 0.2569 || KD Loss: 0.1435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1425|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:35:34 || Estimated Time: 5 days, 10:47:23
2023-07-27 21:18:59,376 semantic_segmentation INFO: Iters: 8240/150000 || Lr: 0.019009 || Task Loss: 0.2547 || KD Loss: 0.0784|| 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: 7:36:06 || Estimated Time: 5 days, 10:46:26
2023-07-27 21:19:31,279 semantic_segmentation INFO: Iters: 8250/150000 || Lr: 0.019007 || Task Loss: 0.2234 || KD Loss: 0.0794|| 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: 7:36:38 || Estimated Time: 5 days, 10:45:30
2023-07-27 21:20:03,158 semantic_segmentation INFO: Iters: 8260/150000 || Lr: 0.019006 || Task Loss: 0.4976 || KD Loss: 0.2438|| 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: 7:37:10 || Estimated Time: 5 days, 10:44:34
2023-07-27 21:20:35,048 semantic_segmentation INFO: Iters: 8270/150000 || Lr: 0.019005 || Task Loss: 0.3302 || KD Loss: 0.1013|| 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: 7:37:41 || Estimated Time: 5 days, 10:43:39
2023-07-27 21:21:06,969 semantic_segmentation INFO: Iters: 8280/150000 || Lr: 0.019004 || Task Loss: 0.3277 || KD Loss: 0.1225|| 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: 7:38:13 || Estimated Time: 5 days, 10:42:43
2023-07-27 21:21:38,961 semantic_segmentation INFO: Iters: 8290/150000 || Lr: 0.019003 || Task Loss: 0.3801 || KD Loss: 0.1274|| 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: 7:38:45 || Estimated Time: 5 days, 10:41:49
2023-07-27 21:22:11,037 semantic_segmentation INFO: Iters: 8300/150000 || Lr: 0.019001 || Task Loss: 0.3538 || KD Loss: 0.1498|| 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: 7:39:17 || Estimated Time: 5 days, 10:40:57
2023-07-27 21:22:42,929 semantic_segmentation INFO: Iters: 8310/150000 || Lr: 0.019000 || Task Loss: 0.2910 || KD Loss: 0.1246|| 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: 7:39:49 || Estimated Time: 5 days, 10:40:01
2023-07-27 21:23:14,980 semantic_segmentation INFO: Iters: 8320/150000 || Lr: 0.018999 || Task Loss: 0.3947 || KD Loss: 0.1757|| 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: 7:40:21 || Estimated Time: 5 days, 10:39:08
2023-07-27 21:23:46,887 semantic_segmentation INFO: Iters: 8330/150000 || Lr: 0.018998 || Task Loss: 0.2679 || KD Loss: 0.1027|| 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: 7:40:53 || Estimated Time: 5 days, 10:38:13
2023-07-27 21:24:18,828 semantic_segmentation INFO: Iters: 8340/150000 || Lr: 0.018996 || Task Loss: 0.2712 || KD Loss: 0.1246|| 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: 7:41:25 || Estimated Time: 5 days, 10:37:19
2023-07-27 21:24:50,620 semantic_segmentation INFO: Iters: 8350/150000 || Lr: 0.018995 || Task Loss: 0.2983 || KD Loss: 0.1328|| 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: 7:41:57 || Estimated Time: 5 days, 10:36:22
2023-07-27 21:25:22,673 semantic_segmentation INFO: Iters: 8360/150000 || Lr: 0.018994 || Task Loss: 0.3589 || KD Loss: 0.1832|| 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: 7:42:29 || Estimated Time: 5 days, 10:35:29
2023-07-27 21:25:54,488 semantic_segmentation INFO: Iters: 8370/150000 || Lr: 0.018993 || Task Loss: 0.4027 || KD Loss: 0.1762|| 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: 7:43:01 || Estimated Time: 5 days, 10:34:33
2023-07-27 21:26:26,241 semantic_segmentation INFO: Iters: 8380/150000 || Lr: 0.018992 || Task Loss: 0.3523 || KD Loss: 0.1804|| 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: 7:43:33 || Estimated Time: 5 days, 10:33:35
2023-07-27 21:26:57,989 semantic_segmentation INFO: Iters: 8390/150000 || Lr: 0.018990 || Task Loss: 0.3304 || KD Loss: 0.1286|| 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: 7:44:04 || Estimated Time: 5 days, 10:32:38
2023-07-27 21:27:29,741 semantic_segmentation INFO: Iters: 8400/150000 || Lr: 0.018989 || Task Loss: 0.3336 || KD Loss: 0.1116|| 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: 7:44:36 || Estimated Time: 5 days, 10:31:41
2023-07-27 21:28:01,610 semantic_segmentation INFO: Iters: 8410/150000 || Lr: 0.018988 || Task Loss: 0.3692 || KD Loss: 0.1096|| 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: 7:45:08 || Estimated Time: 5 days, 10:30:45
2023-07-27 21:28:33,437 semantic_segmentation INFO: Iters: 8420/150000 || Lr: 0.018987 || Task Loss: 0.3503 || KD Loss: 0.1434|| 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: 7:45:40 || Estimated Time: 5 days, 10:29:49
2023-07-27 21:29:05,360 semantic_segmentation INFO: Iters: 8430/150000 || Lr: 0.018986 || Task Loss: 0.3480 || KD Loss: 0.1769|| 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: 7:46:12 || Estimated Time: 5 days, 10:28:55
2023-07-27 21:29:37,239 semantic_segmentation INFO: Iters: 8440/150000 || Lr: 0.018984 || Task Loss: 0.2303 || KD Loss: 0.0881|| 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: 7:46:44 || Estimated Time: 5 days, 10:28:00
2023-07-27 21:30:09,090 semantic_segmentation INFO: Iters: 8450/150000 || Lr: 0.018983 || Task Loss: 0.2788 || KD Loss: 0.0935|| 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: 7:47:15 || Estimated Time: 5 days, 10:27:04
2023-07-27 21:30:41,029 semantic_segmentation INFO: Iters: 8460/150000 || Lr: 0.018982 || Task Loss: 0.2409 || KD Loss: 0.0976|| 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: 7:47:47 || Estimated Time: 5 days, 10:26:11
2023-07-27 21:31:12,897 semantic_segmentation INFO: Iters: 8470/150000 || Lr: 0.018981 || Task Loss: 0.4119 || KD Loss: 0.1806|| 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: 7:48:19 || Estimated Time: 5 days, 10:25:15
2023-07-27 21:31:44,816 semantic_segmentation INFO: Iters: 8480/150000 || Lr: 0.018980 || Task Loss: 0.2225 || KD Loss: 0.0989|| 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: 7:48:51 || Estimated Time: 5 days, 10:24:22
2023-07-27 21:32:16,771 semantic_segmentation INFO: Iters: 8490/150000 || Lr: 0.018978 || Task Loss: 0.2549 || KD Loss: 0.0912|| 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: 7:49:23 || Estimated Time: 5 days, 10:23:28
2023-07-27 21:32:49,209 semantic_segmentation INFO: Iters: 8500/150000 || Lr: 0.018977 || Task Loss: 0.3700 || KD Loss: 0.1669|| 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: 7:49:56 || Estimated Time: 5 days, 10:22:39
2023-07-27 21:33:23,423 semantic_segmentation INFO: Iters: 8510/150000 || Lr: 0.018976 || Task Loss: 0.4572 || KD Loss: 0.1727|| 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: 7:50:30 || Estimated Time: 5 days, 10:22:27
2023-07-27 21:33:55,177 semantic_segmentation INFO: Iters: 8520/150000 || Lr: 0.018975 || Task Loss: 0.3010 || KD Loss: 0.1474|| 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: 7:51:02 || Estimated Time: 5 days, 10:21:30
2023-07-27 21:34:26,919 semantic_segmentation INFO: Iters: 8530/150000 || Lr: 0.018974 || Task Loss: 0.4710 || KD Loss: 0.2354|| 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: 7:51:33 || Estimated Time: 5 days, 10:20:33
2023-07-27 21:34:58,694 semantic_segmentation INFO: Iters: 8540/150000 || Lr: 0.018972 || Task Loss: 0.3641 || KD Loss: 0.1805|| 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: 7:52:05 || Estimated Time: 5 days, 10:19:37
2023-07-27 21:35:30,443 semantic_segmentation INFO: Iters: 8550/150000 || Lr: 0.018971 || Task Loss: 0.2969 || KD Loss: 0.1450|| 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: 7:52:37 || Estimated Time: 5 days, 10:18:40
2023-07-27 21:36:02,322 semantic_segmentation INFO: Iters: 8560/150000 || Lr: 0.018970 || Task Loss: 0.3859 || KD Loss: 0.1789|| 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: 7:53:09 || Estimated Time: 5 days, 10:17:45
2023-07-27 21:36:34,094 semantic_segmentation INFO: Iters: 8570/150000 || Lr: 0.018969 || Task Loss: 0.3301 || KD Loss: 0.1077|| 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: 7:53:40 || Estimated Time: 5 days, 10:16:50
2023-07-27 21:37:05,962 semantic_segmentation INFO: Iters: 8580/150000 || Lr: 0.018968 || Task Loss: 0.5560 || KD Loss: 0.2558|| 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: 7:54:12 || Estimated Time: 5 days, 10:15:55
2023-07-27 21:37:37,809 semantic_segmentation INFO: Iters: 8590/150000 || Lr: 0.018966 || Task Loss: 0.4299 || KD Loss: 0.1947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1444|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:54:44 || Estimated Time: 5 days, 10:15:00
2023-07-27 21:38:09,736 semantic_segmentation INFO: Iters: 8600/150000 || Lr: 0.018965 || Task Loss: 0.3045 || KD Loss: 0.1386|| 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: 7:55:16 || Estimated Time: 5 days, 10:14:07
2023-07-27 21:38:41,569 semantic_segmentation INFO: Iters: 8610/150000 || Lr: 0.018964 || Task Loss: 0.2738 || KD Loss: 0.0861|| 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: 7:55:48 || Estimated Time: 5 days, 10:13:12
2023-07-27 21:39:13,484 semantic_segmentation INFO: Iters: 8620/150000 || Lr: 0.018963 || Task Loss: 0.3008 || KD Loss: 0.0964|| 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: 7:56:20 || Estimated Time: 5 days, 10:12:18
2023-07-27 21:39:45,495 semantic_segmentation INFO: Iters: 8630/150000 || Lr: 0.018961 || Task Loss: 0.2818 || KD Loss: 0.1094|| 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: 7:56:52 || Estimated Time: 5 days, 10:11:27
2023-07-27 21:40:17,641 semantic_segmentation INFO: Iters: 8640/150000 || Lr: 0.018960 || Task Loss: 0.3130 || KD Loss: 0.1155|| 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: 7:57:24 || Estimated Time: 5 days, 10:10:37
2023-07-27 21:40:49,750 semantic_segmentation INFO: Iters: 8650/150000 || Lr: 0.018959 || Task Loss: 0.4696 || KD Loss: 0.1887|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1411|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:57:56 || Estimated Time: 5 days, 10:09:47
2023-07-27 21:41:21,970 semantic_segmentation INFO: Iters: 8660/150000 || Lr: 0.018958 || Task Loss: 0.4898 || KD Loss: 0.2273|| 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: 7:58:28 || Estimated Time: 5 days, 10:08:58
2023-07-27 21:41:54,151 semantic_segmentation INFO: Iters: 8670/150000 || Lr: 0.018957 || Task Loss: 0.3086 || KD Loss: 0.1232|| 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: 7:59:01 || Estimated Time: 5 days, 10:08:09
2023-07-27 21:42:26,367 semantic_segmentation INFO: Iters: 8680/150000 || Lr: 0.018955 || Task Loss: 0.2556 || KD Loss: 0.0985|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1431|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:59:33 || Estimated Time: 5 days, 10:07:22
2023-07-27 21:42:58,721 semantic_segmentation INFO: Iters: 8690/150000 || Lr: 0.018954 || Task Loss: 0.3808 || KD Loss: 0.1362|| 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: 8:00:05 || Estimated Time: 5 days, 10:06:35
2023-07-27 21:43:31,081 semantic_segmentation INFO: Iters: 8700/150000 || Lr: 0.018953 || Task Loss: 0.3243 || KD Loss: 0.1103|| 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: 8:00:37 || Estimated Time: 5 days, 10:05:49
2023-07-27 21:44:03,434 semantic_segmentation INFO: Iters: 8710/150000 || Lr: 0.018952 || Task Loss: 0.2696 || KD Loss: 0.0954|| 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: 8:01:10 || Estimated Time: 5 days, 10:05:03
2023-07-27 21:44:35,845 semantic_segmentation INFO: Iters: 8720/150000 || Lr: 0.018951 || Task Loss: 0.2287 || KD Loss: 0.0914|| 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: 8:01:42 || Estimated Time: 5 days, 10:04:18
2023-07-27 21:45:08,244 semantic_segmentation INFO: Iters: 8730/150000 || Lr: 0.018949 || Task Loss: 0.2852 || KD Loss: 0.1012|| 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: 8:02:15 || Estimated Time: 5 days, 10:03:33
2023-07-27 21:45:40,632 semantic_segmentation INFO: Iters: 8740/150000 || Lr: 0.018948 || Task Loss: 0.4084 || KD Loss: 0.1329|| 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: 8:02:47 || Estimated Time: 5 days, 10:02:47
2023-07-27 21:46:13,107 semantic_segmentation INFO: Iters: 8750/150000 || Lr: 0.018947 || Task Loss: 0.4268 || KD Loss: 0.1917|| 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: 8:03:19 || Estimated Time: 5 days, 10:02:04
2023-07-27 21:46:45,517 semantic_segmentation INFO: Iters: 8760/150000 || Lr: 0.018946 || Task Loss: 0.3776 || KD Loss: 0.1153|| 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: 8:03:52 || Estimated Time: 5 days, 10:01:18
2023-07-27 21:47:17,904 semantic_segmentation INFO: Iters: 8770/150000 || Lr: 0.018945 || Task Loss: 0.2963 || KD Loss: 0.1329|| 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: 8:04:24 || Estimated Time: 5 days, 10:00:33
2023-07-27 21:47:50,460 semantic_segmentation INFO: Iters: 8780/150000 || Lr: 0.018943 || Task Loss: 0.2276 || KD Loss: 0.0598|| 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: 8:04:57 || Estimated Time: 5 days, 9:59:51
2023-07-27 21:48:22,832 semantic_segmentation INFO: Iters: 8790/150000 || Lr: 0.018942 || Task Loss: 0.2376 || KD Loss: 0.0782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1315|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:05:29 || Estimated Time: 5 days, 9:59:05
2023-07-27 21:48:55,190 semantic_segmentation INFO: Iters: 8800/150000 || Lr: 0.018941 || Task Loss: 0.2940 || KD Loss: 0.0988|| 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: 8:06:02 || Estimated Time: 5 days, 9:58:20
2023-07-27 21:48:55,259 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-27 21:48:56,080 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.949, mIoU: 0.384
2023-07-27 21:48:56,201 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.958, mIoU: 0.464
2023-07-27 21:48:56,307 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.461
2023-07-27 21:48:56,410 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.959, mIoU: 0.488
2023-07-27 21:48:56,514 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.482
2023-07-27 21:48:56,617 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.486
2023-07-27 21:48:56,721 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.483
2023-07-27 21:48:56,826 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.525
2023-07-27 21:48:56,936 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.957, mIoU: 0.528
2023-07-27 21:48:57,042 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.952, mIoU: 0.552
2023-07-27 21:48:57,151 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.953, mIoU: 0.559
2023-07-27 21:48:57,262 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.587
2023-07-27 21:48:57,374 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.947, mIoU: 0.582
2023-07-27 21:48:57,481 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.945, mIoU: 0.574
2023-07-27 21:48:57,588 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.942, mIoU: 0.571
2023-07-27 21:48:57,693 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.941, mIoU: 0.567
2023-07-27 21:48:57,800 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.940, mIoU: 0.565
2023-07-27 21:48:57,909 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.940, mIoU: 0.571
2023-07-27 21:48:58,018 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.939, mIoU: 0.576
2023-07-27 21:48:58,122 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.940, mIoU: 0.584
2023-07-27 21:48:58,227 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.941, mIoU: 0.588
2023-07-27 21:48:58,332 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.941, mIoU: 0.615
2023-07-27 21:48:58,435 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.940, mIoU: 0.615
2023-07-27 21:48:58,538 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.938, mIoU: 0.619
2023-07-27 21:48:58,644 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.938, mIoU: 0.636
2023-07-27 21:48:58,747 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.937, mIoU: 0.636
2023-07-27 21:48:58,854 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.936, mIoU: 0.631
2023-07-27 21:48:58,962 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-27 21:48:59,066 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.934, mIoU: 0.625
2023-07-27 21:48:59,174 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.933, mIoU: 0.632
2023-07-27 21:48:59,278 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.933, mIoU: 0.630
2023-07-27 21:48:59,382 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.932, mIoU: 0.629
2023-07-27 21:48:59,488 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.933, mIoU: 0.630
2023-07-27 21:48:59,594 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.933, mIoU: 0.631
2023-07-27 21:48:59,698 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.933, mIoU: 0.633
2023-07-27 21:48:59,804 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.933, mIoU: 0.631
2023-07-27 21:48:59,912 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.933, mIoU: 0.628
2023-07-27 21:49:00,026 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.931, mIoU: 0.627
2023-07-27 21:49:00,133 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.931, mIoU: 0.624
2023-07-27 21:49:00,241 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.931, mIoU: 0.624
2023-07-27 21:49:00,355 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.932, mIoU: 0.624
2023-07-27 21:49:00,470 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.932, mIoU: 0.623
2023-07-27 21:49:00,582 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.932, mIoU: 0.624
2023-07-27 21:49:00,694 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.933, mIoU: 0.623
2023-07-27 21:49:00,804 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.933, mIoU: 0.621
2023-07-27 21:49:00,913 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.933, mIoU: 0.620
2023-07-27 21:49:01,020 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.934, mIoU: 0.620
2023-07-27 21:49:01,135 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.934, mIoU: 0.619
2023-07-27 21:49:01,249 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.935, mIoU: 0.624
2023-07-27 21:49:01,358 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.935, mIoU: 0.627
2023-07-27 21:49:01,470 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.934, mIoU: 0.627
2023-07-27 21:49:01,578 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.933, mIoU: 0.626
2023-07-27 21:49:01,686 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.932, mIoU: 0.624
2023-07-27 21:49:01,798 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.932, mIoU: 0.624
2023-07-27 21:49:01,908 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.930, mIoU: 0.623
2023-07-27 21:49:02,022 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.930, mIoU: 0.621
2023-07-27 21:49:02,133 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.930, mIoU: 0.621
2023-07-27 21:49:02,240 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.931, mIoU: 0.627
2023-07-27 21:49:02,347 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.931, mIoU: 0.631
2023-07-27 21:49:02,450 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.930, mIoU: 0.630
2023-07-27 21:49:02,556 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.930, mIoU: 0.632
2023-07-27 21:49:02,663 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.930, mIoU: 0.634
2023-07-27 21:49:02,772 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.929, mIoU: 0.631
2023-07-27 21:49:02,882 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.929, mIoU: 0.636
2023-07-27 21:49:02,994 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.929, mIoU: 0.639
2023-07-27 21:49:03,111 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.929, mIoU: 0.639
2023-07-27 21:49:03,219 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.928, mIoU: 0.638
2023-07-27 21:49:03,327 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.928, mIoU: 0.639
2023-07-27 21:49:03,436 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.927, mIoU: 0.638
2023-07-27 21:49:03,543 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.928, mIoU: 0.638
2023-07-27 21:49:03,650 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.928, mIoU: 0.638
2023-07-27 21:49:03,757 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.928, mIoU: 0.637
2023-07-27 21:49:03,865 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.928, mIoU: 0.635
2023-07-27 21:49:03,972 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.929, mIoU: 0.634
2023-07-27 21:49:04,079 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.929, mIoU: 0.636
2023-07-27 21:49:04,186 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.929, mIoU: 0.636
2023-07-27 21:49:04,289 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.929, mIoU: 0.636
2023-07-27 21:49:04,394 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.929, mIoU: 0.635
2023-07-27 21:49:04,497 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.928, mIoU: 0.635
2023-07-27 21:49:04,601 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.929, mIoU: 0.637
2023-07-27 21:49:04,705 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.929, mIoU: 0.639
2023-07-27 21:49:04,809 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.929, mIoU: 0.638
2023-07-27 21:49:04,914 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.929, mIoU: 0.637
2023-07-27 21:49:05,020 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.928, mIoU: 0.635
2023-07-27 21:49:05,122 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.925, mIoU: 0.632
2023-07-27 21:49:05,229 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.925, mIoU: 0.632
2023-07-27 21:49:05,340 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.925, mIoU: 0.632
2023-07-27 21:49:05,452 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.926, mIoU: 0.632
2023-07-27 21:49:05,564 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.926, mIoU: 0.632
2023-07-27 21:49:05,674 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.926, mIoU: 0.632
2023-07-27 21:49:05,782 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.926, mIoU: 0.632
2023-07-27 21:49:05,888 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.925, mIoU: 0.628
2023-07-27 21:49:05,995 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.925, mIoU: 0.628
2023-07-27 21:49:06,101 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.925, mIoU: 0.628
2023-07-27 21:49:06,208 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.926, mIoU: 0.628
2023-07-27 21:49:06,309 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.926, mIoU: 0.628
2023-07-27 21:49:06,413 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.926, mIoU: 0.629
2023-07-27 21:49:06,516 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.926, mIoU: 0.629
2023-07-27 21:49:06,620 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.926, mIoU: 0.629
2023-07-27 21:49:06,724 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.925, mIoU: 0.629
2023-07-27 21:49:06,829 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.924, mIoU: 0.629
2023-07-27 21:49:06,935 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.924, mIoU: 0.628
2023-07-27 21:49:07,040 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.924, mIoU: 0.627
2023-07-27 21:49:07,147 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.924, mIoU: 0.627
2023-07-27 21:49:07,255 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.924, mIoU: 0.627
2023-07-27 21:49:07,361 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.924, mIoU: 0.627
2023-07-27 21:49:07,466 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.925, mIoU: 0.627
2023-07-27 21:49:07,572 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.925, mIoU: 0.627
2023-07-27 21:49:07,678 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.925, mIoU: 0.627
2023-07-27 21:49:07,782 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.924, mIoU: 0.627
2023-07-27 21:49:07,890 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.924, mIoU: 0.627
2023-07-27 21:49:07,995 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.924, mIoU: 0.627
2023-07-27 21:49:08,110 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.924, mIoU: 0.627
2023-07-27 21:49:08,225 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.925, mIoU: 0.627
2023-07-27 21:49:08,334 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.925, mIoU: 0.626
2023-07-27 21:49:08,445 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.925, mIoU: 0.626
2023-07-27 21:49:08,555 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.925, mIoU: 0.633
2023-07-27 21:49:08,666 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.924, mIoU: 0.630
2023-07-27 21:49:08,774 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.924, mIoU: 0.631
2023-07-27 21:49:08,883 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.924, mIoU: 0.631
2023-07-27 21:49:08,988 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.924, mIoU: 0.630
2023-07-27 21:49:09,093 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.924, mIoU: 0.630
2023-07-27 21:49:09,197 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.924, mIoU: 0.630
2023-07-27 21:49:09,301 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.924, mIoU: 0.628
2023-07-27 21:49:09,407 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.923, mIoU: 0.628
2023-07-27 21:49:09,513 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.923, mIoU: 0.630
2023-07-27 21:49:09,619 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.923, mIoU: 0.630
2023-07-27 21:49:09,725 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.924, mIoU: 0.630
2023-07-27 21:49:09,829 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.923, mIoU: 0.630
2023-07-27 21:49:09,935 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.924, mIoU: 0.630
2023-07-27 21:49:10,041 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.924, mIoU: 0.630
2023-07-27 21:49:10,152 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.924, mIoU: 0.630
2023-07-27 21:49:10,261 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.925, mIoU: 0.630
2023-07-27 21:49:10,374 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.925, mIoU: 0.630
2023-07-27 21:49:10,492 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.925, mIoU: 0.628
2023-07-27 21:49:10,606 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.925, mIoU: 0.628
2023-07-27 21:49:10,718 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.926, mIoU: 0.628
2023-07-27 21:49:10,829 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.925, mIoU: 0.627
2023-07-27 21:49:10,939 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.925, mIoU: 0.628
2023-07-27 21:49:11,045 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.925, mIoU: 0.631
2023-07-27 21:49:11,149 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.925, mIoU: 0.631
2023-07-27 21:49:11,254 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.925, mIoU: 0.631
2023-07-27 21:49:11,360 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.925, mIoU: 0.630
2023-07-27 21:49:11,464 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.925, mIoU: 0.630
2023-07-27 21:49:11,570 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.925, mIoU: 0.630
2023-07-27 21:49:11,678 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.925, mIoU: 0.631
2023-07-27 21:49:11,790 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.925, mIoU: 0.630
2023-07-27 21:49:11,908 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.925, mIoU: 0.630
2023-07-27 21:49:12,020 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.925, mIoU: 0.630
2023-07-27 21:49:12,127 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.925, mIoU: 0.629
2023-07-27 21:49:12,241 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.925, mIoU: 0.630
2023-07-27 21:49:12,359 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.925, mIoU: 0.630
2023-07-27 21:49:12,473 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.925, mIoU: 0.631
2023-07-27 21:49:12,585 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.925, mIoU: 0.631
2023-07-27 21:49:12,695 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.925, mIoU: 0.631
2023-07-27 21:49:12,803 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.925, mIoU: 0.632
2023-07-27 21:49:12,909 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.926, mIoU: 0.632
2023-07-27 21:49:13,019 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.926, mIoU: 0.632
2023-07-27 21:49:13,132 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.926, mIoU: 0.631
2023-07-27 21:49:13,241 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.926, mIoU: 0.631
2023-07-27 21:49:13,349 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.926, mIoU: 0.631
2023-07-27 21:49:13,459 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.925, mIoU: 0.628
2023-07-27 21:49:13,570 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.925, mIoU: 0.628
2023-07-27 21:49:13,683 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.925, mIoU: 0.629
2023-07-27 21:49:13,795 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.926, mIoU: 0.629
2023-07-27 21:49:13,905 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.926, mIoU: 0.628
2023-07-27 21:49:14,012 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.926, mIoU: 0.629
2023-07-27 21:49:14,117 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.926, mIoU: 0.629
2023-07-27 21:49:14,225 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.926, mIoU: 0.629
2023-07-27 21:49:14,331 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.926, mIoU: 0.629
2023-07-27 21:49:14,435 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.927, mIoU: 0.630
2023-07-27 21:49:14,540 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.927, mIoU: 0.630
2023-07-27 21:49:14,643 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.927, mIoU: 0.629
2023-07-27 21:49:14,748 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.927, mIoU: 0.629
2023-07-27 21:49:14,852 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.927, mIoU: 0.629
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2023-07-27 21:49:36,365 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.931, mIoU: 0.623
2023-07-27 21:49:36,472 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.931, mIoU: 0.624
2023-07-27 21:49:36,585 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.931, mIoU: 0.623
2023-07-27 21:49:36,702 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.931, mIoU: 0.623
2023-07-27 21:49:36,811 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.931, mIoU: 0.623
2023-07-27 21:49:36,921 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.931, mIoU: 0.623
2023-07-27 21:49:37,031 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.931, mIoU: 0.623
2023-07-27 21:49:37,142 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.931, mIoU: 0.624
2023-07-27 21:49:37,252 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.931, mIoU: 0.624
2023-07-27 21:49:37,360 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.931, mIoU: 0.624
2023-07-27 21:49:37,468 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.932, mIoU: 0.624
2023-07-27 21:49:37,575 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.932, mIoU: 0.624
2023-07-27 21:49:37,681 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.932, mIoU: 0.624
2023-07-27 21:49:37,785 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.932, mIoU: 0.624
2023-07-27 21:49:37,891 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.932, mIoU: 0.624
2023-07-27 21:49:37,998 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.932, mIoU: 0.625
2023-07-27 21:49:38,110 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.932, mIoU: 0.625
2023-07-27 21:49:38,224 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.932, mIoU: 0.625
2023-07-27 21:49:38,338 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.932, mIoU: 0.625
2023-07-27 21:49:38,448 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.932, mIoU: 0.625
2023-07-27 21:49:38,560 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.932, mIoU: 0.625
2023-07-27 21:49:38,673 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.932, mIoU: 0.625
2023-07-27 21:49:38,785 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.932, mIoU: 0.625
2023-07-27 21:49:38,891 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.932, mIoU: 0.625
2023-07-27 21:49:39,001 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.932, mIoU: 0.625
2023-07-27 21:49:39,107 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.933, mIoU: 0.625
2023-07-27 21:49:39,212 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.933, mIoU: 0.625
2023-07-27 21:49:39,321 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.933, mIoU: 0.625
2023-07-27 21:49:39,425 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.933, mIoU: 0.625
2023-07-27 21:49:39,530 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.933, mIoU: 0.625
2023-07-27 21:49:39,636 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.933, mIoU: 0.625
2023-07-27 21:49:39,744 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.933, mIoU: 0.625
2023-07-27 21:49:39,856 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.933, mIoU: 0.625
2023-07-27 21:49:39,975 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.933, mIoU: 0.625
2023-07-27 21:49:40,087 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.933, mIoU: 0.626
2023-07-27 21:49:40,198 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.933, mIoU: 0.626
2023-07-27 21:49:40,309 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.933, mIoU: 0.626
2023-07-27 21:49:40,418 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.934, mIoU: 0.626
2023-07-27 21:49:40,524 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.934, mIoU: 0.626
2023-07-27 21:49:40,633 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.934, mIoU: 0.627
2023-07-27 21:49:40,738 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.934, mIoU: 0.626
2023-07-27 21:49:40,844 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.934, mIoU: 0.627
2023-07-27 21:49:40,949 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.934, mIoU: 0.627
2023-07-27 21:49:41,056 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.934, mIoU: 0.627
2023-07-27 21:49:41,162 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.934, mIoU: 0.627
2023-07-27 21:49:41,273 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.934, mIoU: 0.627
2023-07-27 21:49:41,384 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.934, mIoU: 0.627
2023-07-27 21:49:41,502 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.934, mIoU: 0.628
2023-07-27 21:49:41,620 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.934, mIoU: 0.628
2023-07-27 21:49:41,731 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.934, mIoU: 0.628
2023-07-27 21:49:41,842 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.934, mIoU: 0.628
2023-07-27 21:49:41,951 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.934, mIoU: 0.628
2023-07-27 21:49:42,063 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.934, mIoU: 0.628
2023-07-27 21:49:42,172 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.934, mIoU: 0.628
2023-07-27 21:49:42,281 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-27 21:49:42,387 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-27 21:49:42,493 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-27 21:49:42,599 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-27 21:49:42,705 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-27 21:49:42,814 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-27 21:49:42,926 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-27 21:49:43,040 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-27 21:49:43,151 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-27 21:49:43,263 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-27 21:49:43,372 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-27 21:49:43,482 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-27 21:49:43,590 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-27 21:49:43,698 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-27 21:49:43,804 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-27 21:49:43,910 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-27 21:49:44,013 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.935, mIoU: 0.627
2023-07-27 21:49:44,118 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.935, mIoU: 0.627
2023-07-27 21:49:44,222 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.935, mIoU: 0.627
2023-07-27 21:49:44,328 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.936, mIoU: 0.627
2023-07-27 21:49:44,433 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-27 21:49:44,538 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.936, mIoU: 0.627
2023-07-27 21:49:44,643 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-27 21:49:44,747 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-27 21:49:44,851 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-27 21:49:44,956 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-27 21:49:45,061 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-27 21:49:45,170 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-27 21:49:45,281 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-27 21:49:45,392 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-27 21:49:45,508 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-27 21:49:45,621 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-27 21:49:45,732 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-27 21:49:45,845 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-27 21:49:45,956 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-27 21:49:46,059 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.936, mIoU: 0.630
2023-07-27 21:49:46,165 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.936, mIoU: 0.630
2023-07-27 21:49:46,269 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.936, mIoU: 0.630
2023-07-27 21:49:46,375 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.936, mIoU: 0.630
2023-07-27 21:49:46,480 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.936, mIoU: 0.630
2023-07-27 21:49:46,586 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.936, mIoU: 0.630
2023-07-27 21:49:46,696 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-27 21:49:46,799 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-27 21:49:46,904 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.937, mIoU: 0.630
2023-07-27 21:49:47,009 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.937, mIoU: 0.630
2023-07-27 21:49:47,114 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.937, mIoU: 0.630
2023-07-27 21:49:47,225 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-27 21:49:47,336 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-27 21:49:47,450 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-27 21:49:47,565 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-27 21:49:47,676 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-27 21:49:47,793 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-27 21:49:47,909 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-27 21:49:48,020 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-27 21:49:48,130 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-27 21:49:48,239 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-27 21:49:48,351 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-27 21:49:48,466 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-27 21:49:48,582 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-27 21:49:48,694 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-27 21:49:48,806 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-27 21:49:48,916 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-27 21:49:49,026 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.937, mIoU: 0.632
2023-07-27 21:49:49,132 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.937, mIoU: 0.632
2023-07-27 21:49:49,237 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.937, mIoU: 0.632
2023-07-27 21:49:49,342 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.937, mIoU: 0.632
2023-07-27 21:49:49,447 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.937, mIoU: 0.632
2023-07-27 21:49:49,552 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.937, mIoU: 0.632
2023-07-27 21:49:49,657 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.937, mIoU: 0.632
2023-07-27 21:49:49,762 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.937, mIoU: 0.633
2023-07-27 21:49:49,866 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.937, mIoU: 0.633
2023-07-27 21:49:49,970 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.938, mIoU: 0.633
2023-07-27 21:49:50,076 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.938, mIoU: 0.633
2023-07-27 21:49:50,181 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.938, mIoU: 0.633
2023-07-27 21:49:50,288 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.938, mIoU: 0.633
2023-07-27 21:49:50,394 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.938, mIoU: 0.633
2023-07-27 21:50:23,336 semantic_segmentation INFO: Iters: 8810/150000 || Lr: 0.018940 || Task Loss: 0.5008 || KD Loss: 0.1637|| 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: 8:07:30 || Estimated Time: 5 days, 10:12:28
2023-07-27 21:50:55,708 semantic_segmentation INFO: Iters: 8820/150000 || Lr: 0.018939 || Task Loss: 0.2857 || KD Loss: 0.1022|| 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: 8:08:02 || Estimated Time: 5 days, 10:11:42
2023-07-27 21:51:28,026 semantic_segmentation INFO: Iters: 8830/150000 || Lr: 0.018937 || Task Loss: 0.3615 || KD Loss: 0.1555|| 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: 8:08:34 || Estimated Time: 5 days, 10:10:54
2023-07-27 21:52:00,414 semantic_segmentation INFO: Iters: 8840/150000 || Lr: 0.018936 || Task Loss: 0.4279 || KD Loss: 0.1792|| 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: 8:09:07 || Estimated Time: 5 days, 10:10:08
2023-07-27 21:52:32,839 semantic_segmentation INFO: Iters: 8850/150000 || Lr: 0.018935 || Task Loss: 0.2324 || KD Loss: 0.0736|| 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: 8:09:39 || Estimated Time: 5 days, 10:09:23
2023-07-27 21:53:05,608 semantic_segmentation INFO: Iters: 8860/150000 || Lr: 0.018934 || Task Loss: 0.2273 || KD Loss: 0.0765|| 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: 8:10:12 || Estimated Time: 5 days, 10:08:43
2023-07-27 21:53:37,949 semantic_segmentation INFO: Iters: 8870/150000 || Lr: 0.018933 || Task Loss: 0.2841 || KD Loss: 0.1102|| 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: 8:10:44 || Estimated Time: 5 days, 10:07:56
2023-07-27 21:54:10,460 semantic_segmentation INFO: Iters: 8880/150000 || Lr: 0.018931 || Task Loss: 0.4437 || KD Loss: 0.2169|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1463|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:11:17 || Estimated Time: 5 days, 10:07:11
2023-07-27 21:54:42,935 semantic_segmentation INFO: Iters: 8890/150000 || Lr: 0.018930 || Task Loss: 0.1697 || KD Loss: 0.0592|| 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: 8:11:49 || Estimated Time: 5 days, 10:06:27
2023-07-27 21:55:15,449 semantic_segmentation INFO: Iters: 8900/150000 || Lr: 0.018929 || Task Loss: 0.3367 || KD Loss: 0.1085|| 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: 8:12:22 || Estimated Time: 5 days, 10:05:43
2023-07-27 21:55:48,859 semantic_segmentation INFO: Iters: 8910/150000 || Lr: 0.018928 || Task Loss: 0.4944 || KD Loss: 0.2081|| 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: 8:12:55 || Estimated Time: 5 days, 10:05:12
2023-07-27 21:56:21,851 semantic_segmentation INFO: Iters: 8920/150000 || Lr: 0.018926 || Task Loss: 0.3019 || KD Loss: 0.1124|| 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: 8:13:28 || Estimated Time: 5 days, 10:04:37
2023-07-27 21:56:54,373 semantic_segmentation INFO: Iters: 8930/150000 || Lr: 0.018925 || Task Loss: 0.3301 || KD Loss: 0.1364|| 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: 8:14:01 || Estimated Time: 5 days, 10:03:53
2023-07-27 21:57:26,986 semantic_segmentation INFO: Iters: 8940/150000 || Lr: 0.018924 || Task Loss: 0.2741 || KD Loss: 0.0933|| 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: 8:14:33 || Estimated Time: 5 days, 10:03:11
2023-07-27 21:57:59,560 semantic_segmentation INFO: Iters: 8950/150000 || Lr: 0.018923 || Task Loss: 0.3770 || KD Loss: 0.1357|| 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: 8:15:06 || Estimated Time: 5 days, 10:02:28
2023-07-27 21:58:32,104 semantic_segmentation INFO: Iters: 8960/150000 || Lr: 0.018922 || Task Loss: 0.2999 || KD Loss: 0.0929|| 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: 8:15:38 || Estimated Time: 5 days, 10:01:44
2023-07-27 21:59:04,691 semantic_segmentation INFO: Iters: 8970/150000 || Lr: 0.018920 || Task Loss: 0.3271 || KD Loss: 0.1307|| 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: 8:16:11 || Estimated Time: 5 days, 10:01:02
2023-07-27 21:59:37,310 semantic_segmentation INFO: Iters: 8980/150000 || Lr: 0.018919 || Task Loss: 0.3276 || KD Loss: 0.1080|| 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: 8:16:44 || Estimated Time: 5 days, 10:00:20
2023-07-27 22:00:09,899 semantic_segmentation INFO: Iters: 8990/150000 || Lr: 0.018918 || Task Loss: 0.4706 || KD Loss: 0.2204|| 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: 8:17:16 || Estimated Time: 5 days, 9:59:38
2023-07-27 22:00:42,503 semantic_segmentation INFO: Iters: 9000/150000 || Lr: 0.018917 || Task Loss: 0.4141 || KD Loss: 0.2147|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1340|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:17:49 || Estimated Time: 5 days, 9:58:55
2023-07-27 22:01:15,156 semantic_segmentation INFO: Iters: 9010/150000 || Lr: 0.018916 || Task Loss: 0.3046 || KD Loss: 0.1475|| 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: 8:18:22 || Estimated Time: 5 days, 9:58:13
2023-07-27 22:01:47,878 semantic_segmentation INFO: Iters: 9020/150000 || Lr: 0.018914 || Task Loss: 0.2783 || KD Loss: 0.1254|| 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: 8:18:54 || Estimated Time: 5 days, 9:57:33
2023-07-27 22:02:20,467 semantic_segmentation INFO: Iters: 9030/150000 || Lr: 0.018913 || Task Loss: 0.3356 || KD Loss: 0.1344|| 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: 8:19:27 || Estimated Time: 5 days, 9:56:51
2023-07-27 22:02:53,496 semantic_segmentation INFO: Iters: 9040/150000 || Lr: 0.018912 || Task Loss: 0.4211 || KD Loss: 0.1437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1483|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:20:00 || Estimated Time: 5 days, 9:56:15
2023-07-27 22:03:26,218 semantic_segmentation INFO: Iters: 9050/150000 || Lr: 0.018911 || Task Loss: 0.3025 || KD Loss: 0.1103|| 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: 8:20:33 || Estimated Time: 5 days, 9:55:34
2023-07-27 22:03:58,855 semantic_segmentation INFO: Iters: 9060/150000 || Lr: 0.018910 || Task Loss: 0.2480 || KD Loss: 0.0841|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:21:05 || Estimated Time: 5 days, 9:54:52
2023-07-27 22:04:31,517 semantic_segmentation INFO: Iters: 9070/150000 || Lr: 0.018908 || Task Loss: 0.4215 || KD Loss: 0.1415|| 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: 8:21:38 || Estimated Time: 5 days, 9:54:12
2023-07-27 22:05:04,217 semantic_segmentation INFO: Iters: 9080/150000 || Lr: 0.018907 || Task Loss: 0.2359 || KD Loss: 0.1197|| 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: 8:22:11 || Estimated Time: 5 days, 9:53:31
2023-07-27 22:05:36,959 semantic_segmentation INFO: Iters: 9090/150000 || Lr: 0.018906 || Task Loss: 0.3246 || KD Loss: 0.1536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1419|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:22:43 || Estimated Time: 5 days, 9:52:51
2023-07-27 22:06:09,691 semantic_segmentation INFO: Iters: 9100/150000 || Lr: 0.018905 || Task Loss: 0.2302 || KD Loss: 0.2065|| 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: 8:23:16 || Estimated Time: 5 days, 9:52:10
2023-07-27 22:06:42,502 semantic_segmentation INFO: Iters: 9110/150000 || Lr: 0.018904 || Task Loss: 0.3235 || KD Loss: 0.1531|| 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: 8:23:49 || Estimated Time: 5 days, 9:51:31
2023-07-27 22:07:15,162 semantic_segmentation INFO: Iters: 9120/150000 || Lr: 0.018902 || Task Loss: 0.2642 || KD Loss: 0.0921|| 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: 8:24:22 || Estimated Time: 5 days, 9:50:51
2023-07-27 22:07:47,872 semantic_segmentation INFO: Iters: 9130/150000 || Lr: 0.018901 || Task Loss: 0.2468 || KD Loss: 0.1153|| 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: 8:24:54 || Estimated Time: 5 days, 9:50:10
2023-07-27 22:08:20,583 semantic_segmentation INFO: Iters: 9140/150000 || Lr: 0.018900 || Task Loss: 0.2712 || KD Loss: 0.1150|| 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: 8:25:27 || Estimated Time: 5 days, 9:49:29
2023-07-27 22:08:53,281 semantic_segmentation INFO: Iters: 9150/150000 || Lr: 0.018899 || Task Loss: 0.3562 || KD Loss: 0.1221|| 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: 8:26:00 || Estimated Time: 5 days, 9:48:49
2023-07-27 22:09:25,928 semantic_segmentation INFO: Iters: 9160/150000 || Lr: 0.018897 || Task Loss: 0.2773 || KD Loss: 0.0955|| 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: 8:26:32 || Estimated Time: 5 days, 9:48:07
2023-07-27 22:09:58,636 semantic_segmentation INFO: Iters: 9170/150000 || Lr: 0.018896 || Task Loss: 0.3066 || KD Loss: 0.1598|| 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: 8:27:05 || Estimated Time: 5 days, 9:47:27
2023-07-27 22:10:31,369 semantic_segmentation INFO: Iters: 9180/150000 || Lr: 0.018895 || Task Loss: 0.2268 || KD Loss: 0.0933|| 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: 8:27:38 || Estimated Time: 5 days, 9:46:47
2023-07-27 22:11:04,125 semantic_segmentation INFO: Iters: 9190/150000 || Lr: 0.018894 || Task Loss: 0.2558 || KD Loss: 0.0914|| 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: 8:28:10 || Estimated Time: 5 days, 9:46:08
2023-07-27 22:11:36,866 semantic_segmentation INFO: Iters: 9200/150000 || Lr: 0.018893 || Task Loss: 0.5675 || KD Loss: 0.2909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1448|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:28:43 || Estimated Time: 5 days, 9:45:28
2023-07-27 22:12:09,541 semantic_segmentation INFO: Iters: 9210/150000 || Lr: 0.018891 || Task Loss: 0.3384 || KD Loss: 0.1251|| 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: 8:29:16 || Estimated Time: 5 days, 9:44:47
2023-07-27 22:12:42,425 semantic_segmentation INFO: Iters: 9220/150000 || Lr: 0.018890 || Task Loss: 0.5650 || KD Loss: 0.2654|| 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: 8:29:49 || Estimated Time: 5 days, 9:44:10
2023-07-27 22:13:15,215 semantic_segmentation INFO: Iters: 9230/150000 || Lr: 0.018889 || Task Loss: 0.3939 || KD Loss: 0.1667|| 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: 8:30:22 || Estimated Time: 5 days, 9:43:30
2023-07-27 22:13:47,983 semantic_segmentation INFO: Iters: 9240/150000 || Lr: 0.018888 || Task Loss: 0.2581 || KD Loss: 0.1109|| 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: 8:30:54 || Estimated Time: 5 days, 9:42:50
2023-07-27 22:14:20,759 semantic_segmentation INFO: Iters: 9250/150000 || Lr: 0.018887 || Task Loss: 0.3333 || KD Loss: 0.1769|| 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: 8:31:27 || Estimated Time: 5 days, 9:42:11
2023-07-27 22:14:53,516 semantic_segmentation INFO: Iters: 9260/150000 || Lr: 0.018885 || Task Loss: 0.2427 || KD Loss: 0.1102|| 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: 8:32:00 || Estimated Time: 5 days, 9:41:32
2023-07-27 22:15:26,295 semantic_segmentation INFO: Iters: 9270/150000 || Lr: 0.018884 || Task Loss: 0.2977 || KD Loss: 0.1154|| 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: 8:32:33 || Estimated Time: 5 days, 9:40:53
2023-07-27 22:15:59,061 semantic_segmentation INFO: Iters: 9280/150000 || Lr: 0.018883 || Task Loss: 0.3310 || KD Loss: 0.0894|| 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: 8:33:05 || Estimated Time: 5 days, 9:40:13
2023-07-27 22:16:31,783 semantic_segmentation INFO: Iters: 9290/150000 || Lr: 0.018882 || Task Loss: 0.2272 || KD Loss: 0.0802|| 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: 8:33:38 || Estimated Time: 5 days, 9:39:33
2023-07-27 22:17:04,465 semantic_segmentation INFO: Iters: 9300/150000 || Lr: 0.018881 || Task Loss: 0.2331 || KD Loss: 0.1035|| 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: 8:34:11 || Estimated Time: 5 days, 9:38:53
2023-07-27 22:17:37,209 semantic_segmentation INFO: Iters: 9310/150000 || Lr: 0.018879 || Task Loss: 0.1776 || KD Loss: 0.0668|| 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: 8:34:44 || Estimated Time: 5 days, 9:38:13
2023-07-27 22:18:10,002 semantic_segmentation INFO: Iters: 9320/150000 || Lr: 0.018878 || Task Loss: 0.3081 || KD Loss: 0.1172|| 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: 8:35:16 || Estimated Time: 5 days, 9:37:34
2023-07-27 22:18:42,747 semantic_segmentation INFO: Iters: 9330/150000 || Lr: 0.018877 || Task Loss: 0.2266 || KD Loss: 0.0846|| 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: 8:35:49 || Estimated Time: 5 days, 9:36:54
2023-07-27 22:19:16,290 semantic_segmentation INFO: Iters: 9340/150000 || Lr: 0.018876 || Task Loss: 0.2727 || KD Loss: 0.0826|| 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: 8:36:23 || Estimated Time: 5 days, 9:36:26
2023-07-27 22:19:49,536 semantic_segmentation INFO: Iters: 9350/150000 || Lr: 0.018875 || Task Loss: 0.2952 || KD Loss: 0.1053|| 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: 8:36:56 || Estimated Time: 5 days, 9:35:55
2023-07-27 22:20:22,273 semantic_segmentation INFO: Iters: 9360/150000 || Lr: 0.018873 || Task Loss: 0.2436 || KD Loss: 0.1080|| 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: 8:37:29 || Estimated Time: 5 days, 9:35:16
2023-07-27 22:20:54,984 semantic_segmentation INFO: Iters: 9370/150000 || Lr: 0.018872 || Task Loss: 0.2303 || KD Loss: 0.0938|| 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: 8:38:01 || Estimated Time: 5 days, 9:34:36
2023-07-27 22:21:27,772 semantic_segmentation INFO: Iters: 9380/150000 || Lr: 0.018871 || Task Loss: 0.3919 || KD Loss: 0.1601|| 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: 8:38:34 || Estimated Time: 5 days, 9:33:56
2023-07-27 22:22:00,540 semantic_segmentation INFO: Iters: 9390/150000 || Lr: 0.018870 || Task Loss: 0.2535 || KD Loss: 0.0930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1318|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:39:07 || Estimated Time: 5 days, 9:33:17
2023-07-27 22:22:33,367 semantic_segmentation INFO: Iters: 9400/150000 || Lr: 0.018869 || Task Loss: 0.3151 || KD Loss: 0.0945|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1403|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:39:40 || Estimated Time: 5 days, 9:32:39
2023-07-27 22:23:06,139 semantic_segmentation INFO: Iters: 9410/150000 || Lr: 0.018867 || Task Loss: 0.2524 || KD Loss: 0.0888|| 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: 8:40:12 || Estimated Time: 5 days, 9:31:59
2023-07-27 22:23:38,919 semantic_segmentation INFO: Iters: 9420/150000 || Lr: 0.018866 || Task Loss: 0.3080 || KD Loss: 0.0985|| 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: 8:40:45 || Estimated Time: 5 days, 9:31:20
2023-07-27 22:24:11,692 semantic_segmentation INFO: Iters: 9430/150000 || Lr: 0.018865 || Task Loss: 0.2471 || KD Loss: 0.0793|| 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: 8:41:18 || Estimated Time: 5 days, 9:30:41
2023-07-27 22:24:44,432 semantic_segmentation INFO: Iters: 9440/150000 || Lr: 0.018864 || Task Loss: 0.3342 || KD Loss: 0.1170|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1407|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:41:51 || Estimated Time: 5 days, 9:30:02
2023-07-27 22:25:17,201 semantic_segmentation INFO: Iters: 9450/150000 || Lr: 0.018862 || Task Loss: 0.4310 || KD Loss: 0.1559|| 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: 8:42:24 || Estimated Time: 5 days, 9:29:23
2023-07-27 22:25:49,962 semantic_segmentation INFO: Iters: 9460/150000 || Lr: 0.018861 || Task Loss: 0.3813 || KD Loss: 0.1194|| 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: 8:42:56 || Estimated Time: 5 days, 9:28:44
2023-07-27 22:26:22,746 semantic_segmentation INFO: Iters: 9470/150000 || Lr: 0.018860 || Task Loss: 0.2603 || KD Loss: 0.0848|| 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: 8:43:29 || Estimated Time: 5 days, 9:28:05
2023-07-27 22:26:55,518 semantic_segmentation INFO: Iters: 9480/150000 || Lr: 0.018859 || Task Loss: 0.3009 || KD Loss: 0.1248|| 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: 8:44:02 || Estimated Time: 5 days, 9:27:26
2023-07-27 22:27:28,284 semantic_segmentation INFO: Iters: 9490/150000 || Lr: 0.018858 || Task Loss: 0.2462 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1315|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:44:35 || Estimated Time: 5 days, 9:26:47
2023-07-27 22:28:01,046 semantic_segmentation INFO: Iters: 9500/150000 || Lr: 0.018856 || Task Loss: 0.2806 || KD Loss: 0.0939|| 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: 8:45:07 || Estimated Time: 5 days, 9:26:08
2023-07-27 22:28:33,728 semantic_segmentation INFO: Iters: 9510/150000 || Lr: 0.018855 || Task Loss: 0.2238 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:45:40 || Estimated Time: 5 days, 9:25:28
2023-07-27 22:29:06,516 semantic_segmentation INFO: Iters: 9520/150000 || Lr: 0.018854 || Task Loss: 0.2557 || KD Loss: 0.0880|| 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: 8:46:13 || Estimated Time: 5 days, 9:24:49
2023-07-27 22:29:39,779 semantic_segmentation INFO: Iters: 9530/150000 || Lr: 0.018853 || Task Loss: 0.2510 || KD Loss: 0.0909|| 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: 8:46:46 || Estimated Time: 5 days, 9:24:17
2023-07-27 22:30:12,668 semantic_segmentation INFO: Iters: 9540/150000 || Lr: 0.018852 || Task Loss: 0.2080 || KD Loss: 0.0711|| 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: 8:47:19 || Estimated Time: 5 days, 9:23:40
2023-07-27 22:30:45,421 semantic_segmentation INFO: Iters: 9550/150000 || Lr: 0.018850 || Task Loss: 0.2750 || KD Loss: 0.0991|| 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: 8:47:52 || Estimated Time: 5 days, 9:23:01
2023-07-27 22:31:18,184 semantic_segmentation INFO: Iters: 9560/150000 || Lr: 0.018849 || Task Loss: 0.2787 || KD Loss: 0.1110|| 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: 8:48:25 || Estimated Time: 5 days, 9:22:21
2023-07-27 22:31:50,971 semantic_segmentation INFO: Iters: 9570/150000 || Lr: 0.018848 || Task Loss: 0.2574 || KD Loss: 0.0981|| 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: 8:48:57 || Estimated Time: 5 days, 9:21:43
2023-07-27 22:32:23,807 semantic_segmentation INFO: Iters: 9580/150000 || Lr: 0.018847 || Task Loss: 0.3676 || KD Loss: 0.1671|| 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: 8:49:30 || Estimated Time: 5 days, 9:21:05
2023-07-27 22:32:56,565 semantic_segmentation INFO: Iters: 9590/150000 || Lr: 0.018846 || Task Loss: 0.4081 || KD Loss: 0.1392|| 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: 8:50:03 || Estimated Time: 5 days, 9:20:26
2023-07-27 22:33:29,313 semantic_segmentation INFO: Iters: 9600/150000 || Lr: 0.018844 || Task Loss: 0.2621 || KD Loss: 0.1013|| 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: 8:50:36 || Estimated Time: 5 days, 9:19:47
2023-07-27 22:33:29,389 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-27 22:33:30,240 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.951, mIoU: 0.379
2023-07-27 22:33:30,394 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.946, mIoU: 0.448
2023-07-27 22:33:30,503 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.948, mIoU: 0.460
2023-07-27 22:33:30,613 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.949, mIoU: 0.494
2023-07-27 22:33:30,722 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.951, mIoU: 0.484
2023-07-27 22:33:30,831 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.951, mIoU: 0.485
2023-07-27 22:33:30,939 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.951, mIoU: 0.480
2023-07-27 22:33:31,048 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.951, mIoU: 0.508
2023-07-27 22:33:31,161 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.950, mIoU: 0.513
2023-07-27 22:33:31,271 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.947, mIoU: 0.547
2023-07-27 22:33:31,379 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.947, mIoU: 0.551
2023-07-27 22:33:31,483 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.941, mIoU: 0.572
2023-07-27 22:33:31,588 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.941, mIoU: 0.580
2023-07-27 22:33:31,693 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.938, mIoU: 0.572
2023-07-27 22:33:31,796 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.937, mIoU: 0.578
2023-07-27 22:33:31,903 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.936, mIoU: 0.574
2023-07-27 22:33:32,008 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.935, mIoU: 0.566
2023-07-27 22:33:32,114 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.935, mIoU: 0.568
2023-07-27 22:33:32,219 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.933, mIoU: 0.576
2023-07-27 22:33:32,325 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.934, mIoU: 0.584
2023-07-27 22:33:32,429 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.935, mIoU: 0.587
2023-07-27 22:33:32,532 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.929, mIoU: 0.602
2023-07-27 22:33:32,637 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.929, mIoU: 0.604
2023-07-27 22:33:32,743 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.927, mIoU: 0.611
2023-07-27 22:33:32,848 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.923, mIoU: 0.616
2023-07-27 22:33:32,959 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.923, mIoU: 0.617
2023-07-27 22:33:33,073 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.923, mIoU: 0.615
2023-07-27 22:33:33,182 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.922, mIoU: 0.612
2023-07-27 22:33:33,287 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.921, mIoU: 0.610
2023-07-27 22:33:33,398 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.921, mIoU: 0.606
2023-07-27 22:33:33,507 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.921, mIoU: 0.606
2023-07-27 22:33:33,620 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.921, mIoU: 0.604
2023-07-27 22:33:33,731 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.923, mIoU: 0.606
2023-07-27 22:33:33,840 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.922, mIoU: 0.608
2023-07-27 22:33:33,948 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.922, mIoU: 0.609
2023-07-27 22:33:34,052 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.923, mIoU: 0.609
2023-07-27 22:33:34,157 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.923, mIoU: 0.606
2023-07-27 22:33:34,260 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.922, mIoU: 0.606
2023-07-27 22:33:34,365 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.922, mIoU: 0.602
2023-07-27 22:33:34,470 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.922, mIoU: 0.603
2023-07-27 22:33:34,579 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.923, mIoU: 0.605
2023-07-27 22:33:34,691 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.924, mIoU: 0.605
2023-07-27 22:33:34,806 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.924, mIoU: 0.606
2023-07-27 22:33:34,926 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.925, mIoU: 0.605
2023-07-27 22:33:35,037 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.925, mIoU: 0.604
2023-07-27 22:33:35,149 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.926, mIoU: 0.604
2023-07-27 22:33:35,260 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.927, mIoU: 0.605
2023-07-27 22:33:35,374 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.927, mIoU: 0.605
2023-07-27 22:33:35,485 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.928, mIoU: 0.611
2023-07-27 22:33:35,595 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.928, mIoU: 0.613
2023-07-27 22:33:35,704 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.928, mIoU: 0.613
2023-07-27 22:33:35,815 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.927, mIoU: 0.619
2023-07-27 22:33:35,931 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.927, mIoU: 0.619
2023-07-27 22:33:36,044 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.925, mIoU: 0.613
2023-07-27 22:33:36,154 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.923, mIoU: 0.612
2023-07-27 22:33:36,265 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.923, mIoU: 0.610
2023-07-27 22:33:36,376 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.923, mIoU: 0.611
2023-07-27 22:33:36,490 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.923, mIoU: 0.617
2023-07-27 22:33:36,602 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.923, mIoU: 0.616
2023-07-27 22:33:36,710 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.923, mIoU: 0.615
2023-07-27 22:33:36,821 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.923, mIoU: 0.621
2023-07-27 22:33:36,930 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.923, mIoU: 0.623
2023-07-27 22:33:37,044 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.923, mIoU: 0.622
2023-07-27 22:33:37,162 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.924, mIoU: 0.626
2023-07-27 22:33:37,273 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.924, mIoU: 0.629
2023-07-27 22:33:37,382 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.924, mIoU: 0.629
2023-07-27 22:33:37,496 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.923, mIoU: 0.627
2023-07-27 22:33:37,609 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.922, mIoU: 0.629
2023-07-27 22:33:37,721 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.922, mIoU: 0.628
2023-07-27 22:33:37,833 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.923, mIoU: 0.627
2023-07-27 22:33:37,944 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.922, mIoU: 0.627
2023-07-27 22:33:38,052 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.923, mIoU: 0.625
2023-07-27 22:33:38,156 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.923, mIoU: 0.623
2023-07-27 22:33:38,264 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.923, mIoU: 0.623
2023-07-27 22:33:38,368 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.923, mIoU: 0.624
2023-07-27 22:33:38,480 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.922, mIoU: 0.623
2023-07-27 22:33:38,596 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.922, mIoU: 0.623
2023-07-27 22:33:38,709 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.923, mIoU: 0.623
2023-07-27 22:33:38,821 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.922, mIoU: 0.623
2023-07-27 22:33:38,932 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.923, mIoU: 0.624
2023-07-27 22:33:39,043 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.923, mIoU: 0.626
2023-07-27 22:33:39,153 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.923, mIoU: 0.626
2023-07-27 22:33:39,264 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.924, mIoU: 0.626
2023-07-27 22:33:39,371 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.923, mIoU: 0.625
2023-07-27 22:33:39,478 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.920, mIoU: 0.621
2023-07-27 22:33:39,585 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.920, mIoU: 0.621
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2023-07-27 22:33:43,020 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.920, mIoU: 0.626
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2023-07-27 22:33:43,983 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.920, mIoU: 0.630
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2023-07-27 22:34:04,793 semantic_segmentation INFO: Sample: 315, Validation pixAcc: 0.918, mIoU: 0.606
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2023-07-27 22:34:23,206 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.930, mIoU: 0.622
2023-07-27 22:34:23,312 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.930, mIoU: 0.622
2023-07-27 22:34:23,418 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.930, mIoU: 0.622
2023-07-27 22:34:23,530 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.930, mIoU: 0.622
2023-07-27 22:34:23,642 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.930, mIoU: 0.622
2023-07-27 22:34:23,755 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.930, mIoU: 0.623
2023-07-27 22:34:23,870 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.930, mIoU: 0.623
2023-07-27 22:34:23,982 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.930, mIoU: 0.623
2023-07-27 22:34:24,093 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.930, mIoU: 0.623
2023-07-27 22:34:24,205 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.930, mIoU: 0.623
2023-07-27 22:34:24,318 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.930, mIoU: 0.624
2023-07-27 22:34:24,429 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.930, mIoU: 0.624
2023-07-27 22:34:24,541 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.930, mIoU: 0.624
2023-07-27 22:34:24,649 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.930, mIoU: 0.624
2023-07-27 22:34:24,759 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.930, mIoU: 0.624
2023-07-27 22:34:24,868 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.930, mIoU: 0.624
2023-07-27 22:34:24,982 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.930, mIoU: 0.624
2023-07-27 22:34:25,100 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.930, mIoU: 0.624
2023-07-27 22:34:25,211 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.930, mIoU: 0.624
2023-07-27 22:34:25,319 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.930, mIoU: 0.624
2023-07-27 22:34:58,433 semantic_segmentation INFO: Iters: 9610/150000 || Lr: 0.018843 || Task Loss: 0.3384 || KD Loss: 0.1543|| 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: 8:52:05 || Estimated Time: 5 days, 9:32:51
2023-07-27 22:35:31,135 semantic_segmentation INFO: Iters: 9620/150000 || Lr: 0.018842 || Task Loss: 0.2749 || KD Loss: 0.1042|| 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: 8:52:37 || Estimated Time: 5 days, 9:32:10
2023-07-27 22:36:03,931 semantic_segmentation INFO: Iters: 9630/150000 || Lr: 0.018841 || Task Loss: 0.2332 || KD Loss: 0.0845|| 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: 8:53:10 || Estimated Time: 5 days, 9:31:31
2023-07-27 22:36:36,732 semantic_segmentation INFO: Iters: 9640/150000 || Lr: 0.018840 || Task Loss: 0.3569 || KD Loss: 0.1055|| 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: 8:53:43 || Estimated Time: 5 days, 9:30:52
2023-07-27 22:37:09,509 semantic_segmentation INFO: Iters: 9650/150000 || Lr: 0.018838 || Task Loss: 0.3943 || KD Loss: 0.1449|| 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: 8:54:16 || Estimated Time: 5 days, 9:30:12
2023-07-27 22:37:42,275 semantic_segmentation INFO: Iters: 9660/150000 || Lr: 0.018837 || Task Loss: 0.2870 || KD Loss: 0.1071|| 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: 8:54:49 || Estimated Time: 5 days, 9:29:32
2023-07-27 22:38:15,024 semantic_segmentation INFO: Iters: 9670/150000 || Lr: 0.018836 || Task Loss: 0.2474 || KD Loss: 0.0837|| 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: 8:55:21 || Estimated Time: 5 days, 9:28:52
2023-07-27 22:38:47,814 semantic_segmentation INFO: Iters: 9680/150000 || Lr: 0.018835 || Task Loss: 0.2489 || KD Loss: 0.1027|| 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: 8:55:54 || Estimated Time: 5 days, 9:28:12
2023-07-27 22:39:20,571 semantic_segmentation INFO: Iters: 9690/150000 || Lr: 0.018833 || Task Loss: 0.2789 || KD Loss: 0.0917|| 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: 8:56:27 || Estimated Time: 5 days, 9:27:33
2023-07-27 22:39:53,353 semantic_segmentation INFO: Iters: 9700/150000 || Lr: 0.018832 || Task Loss: 0.2872 || KD Loss: 0.1105|| 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: 8:57:00 || Estimated Time: 5 days, 9:26:53
2023-07-27 22:40:26,105 semantic_segmentation INFO: Iters: 9710/150000 || Lr: 0.018831 || Task Loss: 0.2741 || KD Loss: 0.1095|| 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: 8:57:32 || Estimated Time: 5 days, 9:26:13
2023-07-27 22:40:58,790 semantic_segmentation INFO: Iters: 9720/150000 || Lr: 0.018830 || Task Loss: 0.3221 || KD Loss: 0.1111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1407|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:58:05 || Estimated Time: 5 days, 9:25:33
2023-07-27 22:41:31,647 semantic_segmentation INFO: Iters: 9730/150000 || Lr: 0.018829 || Task Loss: 0.2853 || KD Loss: 0.0924|| 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: 8:58:38 || Estimated Time: 5 days, 9:24:54
2023-07-27 22:42:04,529 semantic_segmentation INFO: Iters: 9740/150000 || Lr: 0.018827 || Task Loss: 0.2714 || KD Loss: 0.0759|| 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: 8:59:11 || Estimated Time: 5 days, 9:24:17
2023-07-27 22:42:37,382 semantic_segmentation INFO: Iters: 9750/150000 || Lr: 0.018826 || Task Loss: 0.2892 || KD Loss: 0.0946|| 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: 8:59:44 || Estimated Time: 5 days, 9:23:37
2023-07-27 22:43:11,505 semantic_segmentation INFO: Iters: 9760/150000 || Lr: 0.018825 || Task Loss: 0.3443 || KD Loss: 0.1025|| 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: 9:00:18 || Estimated Time: 5 days, 9:23:18
2023-07-27 22:43:44,287 semantic_segmentation INFO: Iters: 9770/150000 || Lr: 0.018824 || Task Loss: 0.3446 || KD Loss: 0.1370|| 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: 9:00:51 || Estimated Time: 5 days, 9:22:38
2023-07-27 22:44:17,030 semantic_segmentation INFO: Iters: 9780/150000 || Lr: 0.018823 || Task Loss: 0.3133 || KD Loss: 0.1997|| 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: 9:01:23 || Estimated Time: 5 days, 9:21:59
2023-07-27 22:44:49,849 semantic_segmentation INFO: Iters: 9790/150000 || Lr: 0.018821 || Task Loss: 0.2305 || KD Loss: 0.1005|| 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: 9:01:56 || Estimated Time: 5 days, 9:21:19
2023-07-27 22:45:22,668 semantic_segmentation INFO: Iters: 9800/150000 || Lr: 0.018820 || Task Loss: 0.2393 || KD Loss: 0.0883|| 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: 9:02:29 || Estimated Time: 5 days, 9:20:40
2023-07-27 22:45:55,437 semantic_segmentation INFO: Iters: 9810/150000 || Lr: 0.018819 || Task Loss: 0.1881 || KD Loss: 0.0692|| 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: 9:03:02 || Estimated Time: 5 days, 9:20:01
2023-07-27 22:46:28,195 semantic_segmentation INFO: Iters: 9820/150000 || Lr: 0.018818 || Task Loss: 0.3307 || KD Loss: 0.0958|| 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: 9:03:35 || Estimated Time: 5 days, 9:19:21
2023-07-27 22:47:00,978 semantic_segmentation INFO: Iters: 9830/150000 || Lr: 0.018817 || Task Loss: 0.2082 || KD Loss: 0.1042|| 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: 9:04:07 || Estimated Time: 5 days, 9:18:42
2023-07-27 22:47:33,824 semantic_segmentation INFO: Iters: 9840/150000 || Lr: 0.018815 || Task Loss: 0.2666 || KD Loss: 0.0938|| 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: 9:04:40 || Estimated Time: 5 days, 9:18:03
2023-07-27 22:48:06,675 semantic_segmentation INFO: Iters: 9850/150000 || Lr: 0.018814 || Task Loss: 0.2768 || KD Loss: 0.1086|| 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: 9:05:13 || Estimated Time: 5 days, 9:17:25
2023-07-27 22:48:39,496 semantic_segmentation INFO: Iters: 9860/150000 || Lr: 0.018813 || Task Loss: 0.3065 || KD Loss: 0.0984|| 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: 9:05:46 || Estimated Time: 5 days, 9:16:47
2023-07-27 22:49:12,271 semantic_segmentation INFO: Iters: 9870/150000 || Lr: 0.018812 || Task Loss: 0.3444 || KD Loss: 0.1237|| 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: 9:06:19 || Estimated Time: 5 days, 9:16:07
2023-07-27 22:49:45,126 semantic_segmentation INFO: Iters: 9880/150000 || Lr: 0.018811 || Task Loss: 0.2231 || KD Loss: 0.0878|| 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: 9:06:51 || Estimated Time: 5 days, 9:15:29
2023-07-27 22:50:17,986 semantic_segmentation INFO: Iters: 9890/150000 || Lr: 0.018809 || Task Loss: 0.3425 || KD Loss: 0.1657|| 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: 9:07:24 || Estimated Time: 5 days, 9:14:51
2023-07-27 22:50:50,756 semantic_segmentation INFO: Iters: 9900/150000 || Lr: 0.018808 || Task Loss: 0.2163 || KD Loss: 0.0644|| 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: 9:07:57 || Estimated Time: 5 days, 9:14:11
2023-07-27 22:51:23,539 semantic_segmentation INFO: Iters: 9910/150000 || Lr: 0.018807 || Task Loss: 0.2732 || KD Loss: 0.0881|| 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: 9:08:30 || Estimated Time: 5 days, 9:13:32
2023-07-27 22:51:56,302 semantic_segmentation INFO: Iters: 9920/150000 || Lr: 0.018806 || Task Loss: 0.2757 || KD Loss: 0.0949|| 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: 9:09:03 || Estimated Time: 5 days, 9:12:52
2023-07-27 22:52:29,060 semantic_segmentation INFO: Iters: 9930/150000 || Lr: 0.018804 || Task Loss: 0.1932 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1425|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:09:35 || Estimated Time: 5 days, 9:12:13
2023-07-27 22:53:01,942 semantic_segmentation INFO: Iters: 9940/150000 || Lr: 0.018803 || Task Loss: 0.3057 || KD Loss: 0.1080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1424|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:10:08 || Estimated Time: 5 days, 9:11:33
2023-07-27 22:53:34,752 semantic_segmentation INFO: Iters: 9950/150000 || Lr: 0.018802 || Task Loss: 0.2241 || KD Loss: 0.0818|| 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: 9:10:41 || Estimated Time: 5 days, 9:10:56
2023-07-27 22:54:07,584 semantic_segmentation INFO: Iters: 9960/150000 || Lr: 0.018801 || Task Loss: 0.3312 || KD Loss: 0.1156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1483|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:11:14 || Estimated Time: 5 days, 9:10:17
2023-07-27 22:54:40,327 semantic_segmentation INFO: Iters: 9970/150000 || Lr: 0.018800 || Task Loss: 0.2040 || KD Loss: 0.0626|| 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: 9:11:47 || Estimated Time: 5 days, 9:09:38
2023-07-27 22:55:13,113 semantic_segmentation INFO: Iters: 9980/150000 || Lr: 0.018798 || Task Loss: 0.3750 || KD Loss: 0.1275|| 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: 9:12:19 || Estimated Time: 5 days, 9:08:59
2023-07-27 22:55:45,872 semantic_segmentation INFO: Iters: 9990/150000 || Lr: 0.018797 || Task Loss: 0.2721 || KD Loss: 0.0711|| 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: 9:12:52 || Estimated Time: 5 days, 9:08:20
2023-07-27 22:56:18,859 semantic_segmentation INFO: Iters: 10000/150000 || Lr: 0.018796 || Task Loss: 0.3413 || KD Loss: 0.1270|| 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: 9:13:25 || Estimated Time: 5 days, 9:07:43
2023-07-27 22:56:51,642 semantic_segmentation INFO: Iters: 10010/150000 || Lr: 0.018795 || Task Loss: 0.2745 || KD Loss: 0.0895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:13:58 || Estimated Time: 5 days, 9:07:04
2023-07-27 22:57:24,463 semantic_segmentation INFO: Iters: 10020/150000 || Lr: 0.018794 || Task Loss: 0.2125 || KD Loss: 0.0948|| 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: 9:14:31 || Estimated Time: 5 days, 9:06:26
2023-07-27 22:57:57,374 semantic_segmentation INFO: Iters: 10030/150000 || Lr: 0.018792 || Task Loss: 0.2698 || KD Loss: 0.0861|| 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: 9:15:04 || Estimated Time: 5 days, 9:05:48
2023-07-27 22:58:30,303 semantic_segmentation INFO: Iters: 10040/150000 || Lr: 0.018791 || Task Loss: 0.3182 || KD Loss: 0.1313|| 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: 9:15:37 || Estimated Time: 5 days, 9:05:11
2023-07-27 22:59:03,152 semantic_segmentation INFO: Iters: 10050/150000 || Lr: 0.018790 || Task Loss: 0.2130 || KD Loss: 0.0847|| 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: 9:16:10 || Estimated Time: 5 days, 9:04:33
2023-07-27 22:59:36,062 semantic_segmentation INFO: Iters: 10060/150000 || Lr: 0.018789 || Task Loss: 0.3341 || KD Loss: 0.1436|| 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: 9:16:42 || Estimated Time: 5 days, 9:03:56
2023-07-27 23:00:08,854 semantic_segmentation INFO: Iters: 10070/150000 || Lr: 0.018788 || Task Loss: 0.3908 || KD Loss: 0.1313|| 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: 9:17:15 || Estimated Time: 5 days, 9:03:17
2023-07-27 23:00:41,623 semantic_segmentation INFO: Iters: 10080/150000 || Lr: 0.018786 || Task Loss: 0.2342 || KD Loss: 0.0838|| 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: 9:17:48 || Estimated Time: 5 days, 9:02:38
2023-07-27 23:01:14,492 semantic_segmentation INFO: Iters: 10090/150000 || Lr: 0.018785 || Task Loss: 0.3380 || KD Loss: 0.1320|| 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: 9:18:21 || Estimated Time: 5 days, 9:02:00
2023-07-27 23:01:47,360 semantic_segmentation INFO: Iters: 10100/150000 || Lr: 0.018784 || Task Loss: 0.3312 || KD Loss: 0.1215|| 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: 9:18:54 || Estimated Time: 5 days, 9:01:22
2023-07-27 23:02:20,122 semantic_segmentation INFO: Iters: 10110/150000 || Lr: 0.018783 || Task Loss: 0.2805 || KD Loss: 0.0814|| 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: 9:19:26 || Estimated Time: 5 days, 9:00:43
2023-07-27 23:02:52,896 semantic_segmentation INFO: Iters: 10120/150000 || Lr: 0.018782 || Task Loss: 0.3726 || KD Loss: 0.1572|| 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: 9:19:59 || Estimated Time: 5 days, 9:00:04
2023-07-27 23:03:25,675 semantic_segmentation INFO: Iters: 10130/150000 || Lr: 0.018780 || Task Loss: 0.2265 || KD Loss: 0.0939|| 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: 9:20:32 || Estimated Time: 5 days, 8:59:25
2023-07-27 23:03:58,438 semantic_segmentation INFO: Iters: 10140/150000 || Lr: 0.018779 || Task Loss: 0.3277 || KD Loss: 0.1160|| 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: 9:21:05 || Estimated Time: 5 days, 8:58:46
2023-07-27 23:04:31,199 semantic_segmentation INFO: Iters: 10150/150000 || Lr: 0.018778 || Task Loss: 0.2408 || KD Loss: 0.0929|| 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: 9:21:38 || Estimated Time: 5 days, 8:58:06
2023-07-27 23:05:03,964 semantic_segmentation INFO: Iters: 10160/150000 || Lr: 0.018777 || Task Loss: 0.3256 || KD Loss: 0.1079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:22:10 || Estimated Time: 5 days, 8:57:27
2023-07-27 23:05:36,759 semantic_segmentation INFO: Iters: 10170/150000 || Lr: 0.018775 || Task Loss: 0.3294 || KD Loss: 0.1240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1315|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:22:43 || Estimated Time: 5 days, 8:56:49
2023-07-27 23:06:09,710 semantic_segmentation INFO: Iters: 10180/150000 || Lr: 0.018774 || Task Loss: 0.3429 || KD Loss: 0.1087|| 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: 9:23:16 || Estimated Time: 5 days, 8:56:12
2023-07-27 23:06:42,513 semantic_segmentation INFO: Iters: 10190/150000 || Lr: 0.018773 || Task Loss: 0.2541 || KD Loss: 0.0885|| 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: 9:23:49 || Estimated Time: 5 days, 8:55:33
2023-07-27 23:07:16,681 semantic_segmentation INFO: Iters: 10200/150000 || Lr: 0.018772 || Task Loss: 0.4111 || KD Loss: 0.1664|| 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: 9:24:23 || Estimated Time: 5 days, 8:55:13
2023-07-27 23:07:49,436 semantic_segmentation INFO: Iters: 10210/150000 || Lr: 0.018771 || Task Loss: 0.2596 || KD Loss: 0.1105|| 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: 9:24:56 || Estimated Time: 5 days, 8:54:34
2023-07-27 23:08:22,215 semantic_segmentation INFO: Iters: 10220/150000 || Lr: 0.018769 || Task Loss: 0.3544 || KD Loss: 0.1203|| 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: 9:25:29 || Estimated Time: 5 days, 8:53:55
2023-07-27 23:08:55,116 semantic_segmentation INFO: Iters: 10230/150000 || Lr: 0.018768 || Task Loss: 0.2832 || KD Loss: 0.0863|| 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: 9:26:01 || Estimated Time: 5 days, 8:53:18
2023-07-27 23:09:27,951 semantic_segmentation INFO: Iters: 10240/150000 || Lr: 0.018767 || Task Loss: 0.2396 || KD Loss: 0.1267|| 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: 9:26:34 || Estimated Time: 5 days, 8:52:40
2023-07-27 23:10:00,719 semantic_segmentation INFO: Iters: 10250/150000 || Lr: 0.018766 || Task Loss: 0.2606 || KD Loss: 0.0903|| 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: 9:27:07 || Estimated Time: 5 days, 8:52:01
2023-07-27 23:10:33,606 semantic_segmentation INFO: Iters: 10260/150000 || Lr: 0.018765 || Task Loss: 0.2843 || KD Loss: 0.1120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1380|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:27:40 || Estimated Time: 5 days, 8:51:23
2023-07-27 23:11:06,477 semantic_segmentation INFO: Iters: 10270/150000 || Lr: 0.018763 || Task Loss: 0.3208 || KD Loss: 0.1584|| 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: 9:28:13 || Estimated Time: 5 days, 8:50:46
2023-07-27 23:11:39,335 semantic_segmentation INFO: Iters: 10280/150000 || Lr: 0.018762 || Task Loss: 0.4582 || KD Loss: 0.2076|| 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: 9:28:46 || Estimated Time: 5 days, 8:50:08
2023-07-27 23:12:12,196 semantic_segmentation INFO: Iters: 10290/150000 || Lr: 0.018761 || Task Loss: 0.3945 || KD Loss: 0.1382|| 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: 9:29:19 || Estimated Time: 5 days, 8:49:30
2023-07-27 23:12:45,155 semantic_segmentation INFO: Iters: 10300/150000 || Lr: 0.018760 || Task Loss: 0.3090 || KD Loss: 0.1004|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1363|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:29:52 || Estimated Time: 5 days, 8:48:54
2023-07-27 23:13:17,960 semantic_segmentation INFO: Iters: 10310/150000 || Lr: 0.018759 || Task Loss: 0.2402 || KD Loss: 0.1061|| 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: 9:30:24 || Estimated Time: 5 days, 8:48:15
2023-07-27 23:13:50,920 semantic_segmentation INFO: Iters: 10320/150000 || Lr: 0.018757 || Task Loss: 0.2623 || KD Loss: 0.0896|| 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: 9:30:57 || Estimated Time: 5 days, 8:47:39
2023-07-27 23:14:23,688 semantic_segmentation INFO: Iters: 10330/150000 || Lr: 0.018756 || Task Loss: 0.5642 || KD Loss: 0.3536|| 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: 9:31:30 || Estimated Time: 5 days, 8:47:00
2023-07-27 23:14:56,470 semantic_segmentation INFO: Iters: 10340/150000 || Lr: 0.018755 || Task Loss: 0.2811 || KD Loss: 0.0975|| 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: 9:32:03 || Estimated Time: 5 days, 8:46:21
2023-07-27 23:15:29,322 semantic_segmentation INFO: Iters: 10350/150000 || Lr: 0.018754 || Task Loss: 0.2430 || KD Loss: 0.0870|| 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: 9:32:36 || Estimated Time: 5 days, 8:45:44
2023-07-27 23:16:02,172 semantic_segmentation INFO: Iters: 10360/150000 || Lr: 0.018753 || Task Loss: 0.4281 || KD Loss: 0.1600|| 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: 9:33:09 || Estimated Time: 5 days, 8:45:05
2023-07-27 23:16:34,968 semantic_segmentation INFO: Iters: 10370/150000 || Lr: 0.018751 || Task Loss: 0.2683 || KD Loss: 0.1037|| 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: 9:33:41 || Estimated Time: 5 days, 8:44:27
2023-07-27 23:17:07,931 semantic_segmentation INFO: Iters: 10380/150000 || Lr: 0.018750 || Task Loss: 0.2745 || KD Loss: 0.0805|| 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: 9:34:14 || Estimated Time: 5 days, 8:43:51
2023-07-27 23:17:40,722 semantic_segmentation INFO: Iters: 10390/150000 || Lr: 0.018749 || Task Loss: 0.2063 || KD Loss: 0.0639|| 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: 9:34:47 || Estimated Time: 5 days, 8:43:12
2023-07-27 23:18:13,665 semantic_segmentation INFO: Iters: 10400/150000 || Lr: 0.018748 || Task Loss: 0.3301 || KD Loss: 0.1492|| 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: 9:35:20 || Estimated Time: 5 days, 8:42:35
2023-07-27 23:18:13,736 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-27 23:18:14,514 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.956, mIoU: 0.386
2023-07-27 23:18:14,920 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.958, mIoU: 0.454
2023-07-27 23:18:15,028 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.960, mIoU: 0.468
2023-07-27 23:18:15,138 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.959, mIoU: 0.503
2023-07-27 23:18:15,246 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.495
2023-07-27 23:18:15,352 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.495
2023-07-27 23:18:15,462 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.960, mIoU: 0.535
2023-07-27 23:18:15,572 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.959, mIoU: 0.564
2023-07-27 23:18:15,683 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.958, mIoU: 0.574
2023-07-27 23:18:15,793 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.612
2023-07-27 23:18:15,901 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.954, mIoU: 0.613
2023-07-27 23:18:16,007 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.951, mIoU: 0.649
2023-07-27 23:18:16,111 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.951, mIoU: 0.655
2023-07-27 23:18:16,214 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.950, mIoU: 0.646
2023-07-27 23:18:16,318 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.946, mIoU: 0.629
2023-07-27 23:18:16,422 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.944, mIoU: 0.620
2023-07-27 23:18:16,527 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.943, mIoU: 0.620
2023-07-27 23:18:16,630 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.943, mIoU: 0.621
2023-07-27 23:18:16,735 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.942, mIoU: 0.623
2023-07-27 23:18:16,840 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.943, mIoU: 0.631
2023-07-27 23:18:16,946 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.635
2023-07-27 23:18:17,051 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.936, mIoU: 0.633
2023-07-27 23:18:17,154 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.936, mIoU: 0.635
2023-07-27 23:18:17,258 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.933, mIoU: 0.640
2023-07-27 23:18:17,363 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.931, mIoU: 0.649
2023-07-27 23:18:17,466 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.931, mIoU: 0.650
2023-07-27 23:18:17,572 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.930, mIoU: 0.641
2023-07-27 23:18:17,680 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.929, mIoU: 0.637
2023-07-27 23:18:17,791 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.928, mIoU: 0.637
2023-07-27 23:18:17,900 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.927, mIoU: 0.628
2023-07-27 23:18:18,014 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.927, mIoU: 0.626
2023-07-27 23:18:18,126 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.927, mIoU: 0.624
2023-07-27 23:18:18,237 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.928, mIoU: 0.626
2023-07-27 23:18:18,350 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.928, mIoU: 0.625
2023-07-27 23:18:18,460 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.928, mIoU: 0.623
2023-07-27 23:18:18,569 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.928, mIoU: 0.623
2023-07-27 23:18:18,677 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.928, mIoU: 0.620
2023-07-27 23:18:18,784 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.926, mIoU: 0.618
2023-07-27 23:18:18,888 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.925, mIoU: 0.616
2023-07-27 23:18:18,995 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.926, mIoU: 0.616
2023-07-27 23:18:19,106 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.927, mIoU: 0.619
2023-07-27 23:18:19,221 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.928, mIoU: 0.619
2023-07-27 23:18:19,332 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.928, mIoU: 0.620
2023-07-27 23:18:19,447 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.929, mIoU: 0.621
2023-07-27 23:18:19,558 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.929, mIoU: 0.620
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2023-07-27 23:18:19,783 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.930, mIoU: 0.620
2023-07-27 23:18:19,899 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.930, mIoU: 0.619
2023-07-27 23:18:20,013 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.931, mIoU: 0.622
2023-07-27 23:18:20,125 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.931, mIoU: 0.625
2023-07-27 23:18:20,235 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.930, mIoU: 0.624
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2023-07-27 23:18:20,464 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.930, mIoU: 0.632
2023-07-27 23:18:20,573 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.929, mIoU: 0.633
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2023-07-27 23:18:20,793 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.928, mIoU: 0.630
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2023-07-27 23:18:21,019 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.929, mIoU: 0.635
2023-07-27 23:18:21,133 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.929, mIoU: 0.637
2023-07-27 23:18:21,239 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.928, mIoU: 0.635
2023-07-27 23:18:21,348 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.928, mIoU: 0.638
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2023-07-27 23:18:22,022 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.926, mIoU: 0.641
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2023-07-27 23:18:22,361 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.927, mIoU: 0.641
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2023-07-27 23:18:22,577 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.927, mIoU: 0.639
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2023-07-27 23:18:23,004 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.926, mIoU: 0.636
2023-07-27 23:18:23,117 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.927, mIoU: 0.636
2023-07-27 23:18:23,228 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.927, mIoU: 0.635
2023-07-27 23:18:23,338 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.926, mIoU: 0.635
2023-07-27 23:18:23,449 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.926, mIoU: 0.636
2023-07-27 23:18:23,559 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.925, mIoU: 0.637
2023-07-27 23:18:23,671 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.925, mIoU: 0.637
2023-07-27 23:18:23,783 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.925, mIoU: 0.637
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2023-07-27 23:18:23,996 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.922, mIoU: 0.632
2023-07-27 23:18:24,101 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.922, mIoU: 0.632
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2023-07-27 23:18:25,040 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.922, mIoU: 0.631
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2023-07-27 23:18:26,656 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.920, mIoU: 0.629
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2023-07-27 23:18:27,074 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.921, mIoU: 0.628
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2023-07-27 23:18:27,391 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.921, mIoU: 0.635
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2023-07-27 23:18:59,381 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.926, mIoU: 0.630
2023-07-27 23:18:59,494 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.926, mIoU: 0.630
2023-07-27 23:18:59,610 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.926, mIoU: 0.630
2023-07-27 23:18:59,722 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.926, mIoU: 0.631
2023-07-27 23:18:59,834 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.926, mIoU: 0.631
2023-07-27 23:18:59,942 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.926, mIoU: 0.631
2023-07-27 23:19:00,049 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.926, mIoU: 0.631
2023-07-27 23:19:00,156 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.926, mIoU: 0.631
2023-07-27 23:19:00,262 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.926, mIoU: 0.631
2023-07-27 23:19:00,373 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.926, mIoU: 0.631
2023-07-27 23:19:00,487 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.926, mIoU: 0.631
2023-07-27 23:19:00,606 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.926, mIoU: 0.631
2023-07-27 23:19:00,718 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.926, mIoU: 0.631
2023-07-27 23:19:00,831 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.927, mIoU: 0.631
2023-07-27 23:19:00,942 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.927, mIoU: 0.632
2023-07-27 23:19:01,053 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.927, mIoU: 0.632
2023-07-27 23:19:01,164 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.927, mIoU: 0.632
2023-07-27 23:19:01,284 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.927, mIoU: 0.632
2023-07-27 23:19:01,390 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.927, mIoU: 0.632
2023-07-27 23:19:01,499 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.927, mIoU: 0.632
2023-07-27 23:19:01,605 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.927, mIoU: 0.632
2023-07-27 23:19:01,719 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.927, mIoU: 0.632
2023-07-27 23:19:01,835 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.927, mIoU: 0.632
2023-07-27 23:19:01,948 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.927, mIoU: 0.633
2023-07-27 23:19:02,060 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.927, mIoU: 0.633
2023-07-27 23:19:02,172 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.928, mIoU: 0.633
2023-07-27 23:19:02,285 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.928, mIoU: 0.633
2023-07-27 23:19:02,394 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.928, mIoU: 0.633
2023-07-27 23:19:02,501 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.928, mIoU: 0.633
2023-07-27 23:19:02,606 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.928, mIoU: 0.633
2023-07-27 23:19:02,714 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.928, mIoU: 0.633
2023-07-27 23:19:02,820 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.928, mIoU: 0.633
2023-07-27 23:19:02,930 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.928, mIoU: 0.633
2023-07-27 23:19:03,041 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.928, mIoU: 0.633
2023-07-27 23:19:03,155 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.928, mIoU: 0.633
2023-07-27 23:19:03,271 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.928, mIoU: 0.633
2023-07-27 23:19:03,383 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.928, mIoU: 0.633
2023-07-27 23:19:03,493 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.928, mIoU: 0.633
2023-07-27 23:19:03,605 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.928, mIoU: 0.633
2023-07-27 23:19:03,720 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.929, mIoU: 0.633
2023-07-27 23:19:03,832 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.929, mIoU: 0.633
2023-07-27 23:19:03,943 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.929, mIoU: 0.633
2023-07-27 23:19:04,051 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.929, mIoU: 0.633
2023-07-27 23:19:04,158 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.929, mIoU: 0.633
2023-07-27 23:19:04,266 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.929, mIoU: 0.633
2023-07-27 23:19:04,380 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.929, mIoU: 0.633
2023-07-27 23:19:04,498 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.929, mIoU: 0.633
2023-07-27 23:19:04,609 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.929, mIoU: 0.633
2023-07-27 23:19:04,723 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.929, mIoU: 0.633
2023-07-27 23:19:04,832 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.929, mIoU: 0.633
2023-07-27 23:19:04,939 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.929, mIoU: 0.633
2023-07-27 23:19:05,047 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.929, mIoU: 0.634
2023-07-27 23:19:05,154 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.929, mIoU: 0.634
2023-07-27 23:19:05,259 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.929, mIoU: 0.635
2023-07-27 23:19:05,365 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.929, mIoU: 0.635
2023-07-27 23:19:05,469 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.929, mIoU: 0.635
2023-07-27 23:19:05,570 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.929, mIoU: 0.635
2023-07-27 23:19:05,676 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.929, mIoU: 0.635
2023-07-27 23:19:05,783 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.929, mIoU: 0.635
2023-07-27 23:19:05,888 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.929, mIoU: 0.635
2023-07-27 23:19:05,997 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.929, mIoU: 0.636
2023-07-27 23:19:06,109 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.929, mIoU: 0.635
2023-07-27 23:19:06,222 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.929, mIoU: 0.636
2023-07-27 23:19:06,338 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.929, mIoU: 0.636
2023-07-27 23:19:06,454 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.929, mIoU: 0.636
2023-07-27 23:19:06,565 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.929, mIoU: 0.636
2023-07-27 23:19:06,678 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.929, mIoU: 0.636
2023-07-27 23:19:06,794 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.929, mIoU: 0.635
2023-07-27 23:19:06,905 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.929, mIoU: 0.635
2023-07-27 23:19:07,014 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.929, mIoU: 0.635
2023-07-27 23:19:07,120 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.929, mIoU: 0.635
2023-07-27 23:19:07,224 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.929, mIoU: 0.635
2023-07-27 23:19:07,331 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-27 23:19:07,445 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-27 23:19:07,562 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-27 23:19:07,678 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-27 23:19:07,795 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-27 23:19:07,910 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-27 23:19:08,022 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-27 23:19:08,135 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-27 23:19:08,249 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-27 23:19:08,362 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-27 23:19:08,477 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-27 23:19:08,593 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.930, mIoU: 0.637
2023-07-27 23:19:08,705 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.930, mIoU: 0.637
2023-07-27 23:19:08,818 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.930, mIoU: 0.637
2023-07-27 23:19:08,932 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.930, mIoU: 0.637
2023-07-27 23:19:09,047 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.930, mIoU: 0.637
2023-07-27 23:19:09,159 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.930, mIoU: 0.637
2023-07-27 23:19:09,271 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.930, mIoU: 0.637
2023-07-27 23:19:09,381 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.930, mIoU: 0.637
2023-07-27 23:19:09,494 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.930, mIoU: 0.637
2023-07-27 23:19:09,610 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.930, mIoU: 0.637
2023-07-27 23:19:09,721 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.930, mIoU: 0.637
2023-07-27 23:19:09,832 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.930, mIoU: 0.637
2023-07-27 23:19:09,951 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.930, mIoU: 0.638
2023-07-27 23:19:10,062 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.930, mIoU: 0.637
2023-07-27 23:19:43,360 semantic_segmentation INFO: Iters: 10410/150000 || Lr: 0.018746 || Task Loss: 0.2026 || KD Loss: 0.0821|| 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: 9:36:50 || Estimated Time: 5 days, 8:54:40
2023-07-27 23:20:16,126 semantic_segmentation INFO: Iters: 10420/150000 || Lr: 0.018745 || Task Loss: 0.2717 || KD Loss: 0.0865|| 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: 9:37:22 || Estimated Time: 5 days, 8:54:00
2023-07-27 23:20:48,806 semantic_segmentation INFO: Iters: 10430/150000 || Lr: 0.018744 || Task Loss: 0.3430 || KD Loss: 0.1304|| 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: 9:37:55 || Estimated Time: 5 days, 8:53:20
2023-07-27 23:21:21,558 semantic_segmentation INFO: Iters: 10440/150000 || Lr: 0.018743 || Task Loss: 0.2801 || KD Loss: 0.1316|| 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: 9:38:28 || Estimated Time: 5 days, 8:52:40
2023-07-27 23:21:54,116 semantic_segmentation INFO: Iters: 10450/150000 || Lr: 0.018742 || Task Loss: 0.3285 || KD Loss: 0.1239|| 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: 9:39:00 || Estimated Time: 5 days, 8:51:57
2023-07-27 23:22:26,636 semantic_segmentation INFO: Iters: 10460/150000 || Lr: 0.018740 || Task Loss: 0.2808 || KD Loss: 0.1355|| 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: 9:39:33 || Estimated Time: 5 days, 8:51:15
2023-07-27 23:22:59,033 semantic_segmentation INFO: Iters: 10470/150000 || Lr: 0.018739 || Task Loss: 0.2981 || KD Loss: 0.1186|| 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: 9:40:05 || Estimated Time: 5 days, 8:50:31
2023-07-27 23:23:31,578 semantic_segmentation INFO: Iters: 10480/150000 || Lr: 0.018738 || Task Loss: 0.3225 || KD Loss: 0.1336|| 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: 9:40:38 || Estimated Time: 5 days, 8:49:48
2023-07-27 23:24:04,131 semantic_segmentation INFO: Iters: 10490/150000 || Lr: 0.018737 || Task Loss: 0.2569 || KD Loss: 0.1817|| 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: 9:41:10 || Estimated Time: 5 days, 8:49:05
2023-07-27 23:24:36,609 semantic_segmentation INFO: Iters: 10500/150000 || Lr: 0.018736 || Task Loss: 0.2178 || KD Loss: 0.0753|| 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: 9:41:43 || Estimated Time: 5 days, 8:48:22
2023-07-27 23:25:09,090 semantic_segmentation INFO: Iters: 10510/150000 || Lr: 0.018734 || Task Loss: 0.2728 || KD Loss: 0.1056|| 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: 9:42:15 || Estimated Time: 5 days, 8:47:38
2023-07-27 23:25:41,621 semantic_segmentation INFO: Iters: 10520/150000 || Lr: 0.018733 || Task Loss: 0.4211 || KD Loss: 0.1483|| 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: 9:42:48 || Estimated Time: 5 days, 8:46:56
2023-07-27 23:26:14,191 semantic_segmentation INFO: Iters: 10530/150000 || Lr: 0.018732 || Task Loss: 0.3036 || KD Loss: 0.1013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1363|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:43:21 || Estimated Time: 5 days, 8:46:14
2023-07-27 23:26:46,711 semantic_segmentation INFO: Iters: 10540/150000 || Lr: 0.018731 || Task Loss: 0.2746 || KD Loss: 0.1086|| 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: 9:43:53 || Estimated Time: 5 days, 8:45:31
2023-07-27 23:27:19,300 semantic_segmentation INFO: Iters: 10550/150000 || Lr: 0.018730 || Task Loss: 0.4233 || KD Loss: 0.1695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1408|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:44:26 || Estimated Time: 5 days, 8:44:49
2023-07-27 23:27:51,849 semantic_segmentation INFO: Iters: 10560/150000 || Lr: 0.018728 || Task Loss: 0.2964 || KD Loss: 0.1015|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1408|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:44:58 || Estimated Time: 5 days, 8:44:07
2023-07-27 23:28:24,398 semantic_segmentation INFO: Iters: 10570/150000 || Lr: 0.018727 || Task Loss: 0.2963 || KD Loss: 0.1045|| 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: 9:45:31 || Estimated Time: 5 days, 8:43:25
2023-07-27 23:28:56,878 semantic_segmentation INFO: Iters: 10580/150000 || Lr: 0.018726 || Task Loss: 0.2894 || KD Loss: 0.1007|| 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: 9:46:03 || Estimated Time: 5 days, 8:42:41
2023-07-27 23:29:29,313 semantic_segmentation INFO: Iters: 10590/150000 || Lr: 0.018725 || Task Loss: 0.2622 || KD Loss: 0.0858|| 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: 9:46:36 || Estimated Time: 5 days, 8:41:58
2023-07-27 23:30:01,730 semantic_segmentation INFO: Iters: 10600/150000 || Lr: 0.018724 || Task Loss: 0.4011 || KD Loss: 0.1662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1315|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:47:08 || Estimated Time: 5 days, 8:41:14
2023-07-27 23:30:35,371 semantic_segmentation INFO: Iters: 10610/150000 || Lr: 0.018722 || Task Loss: 0.2758 || KD Loss: 0.0985|| 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: 9:47:42 || Estimated Time: 5 days, 8:40:44
2023-07-27 23:31:07,852 semantic_segmentation INFO: Iters: 10620/150000 || Lr: 0.018721 || Task Loss: 0.3999 || KD Loss: 0.1560|| 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: 9:48:14 || Estimated Time: 5 days, 8:40:03
2023-07-27 23:31:40,163 semantic_segmentation INFO: Iters: 10630/150000 || Lr: 0.018720 || Task Loss: 0.3085 || KD Loss: 0.1074|| 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: 9:48:47 || Estimated Time: 5 days, 8:39:17
2023-07-27 23:32:12,513 semantic_segmentation INFO: Iters: 10640/150000 || Lr: 0.018719 || Task Loss: 0.1982 || KD Loss: 0.1081|| 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: 9:49:19 || Estimated Time: 5 days, 8:38:33
2023-07-27 23:32:44,813 semantic_segmentation INFO: Iters: 10650/150000 || Lr: 0.018717 || Task Loss: 0.3290 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1380|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:49:51 || Estimated Time: 5 days, 8:37:47
2023-07-27 23:33:17,064 semantic_segmentation INFO: Iters: 10660/150000 || Lr: 0.018716 || Task Loss: 0.4837 || KD Loss: 0.2123|| 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: 9:50:23 || Estimated Time: 5 days, 8:37:01
2023-07-27 23:33:49,433 semantic_segmentation INFO: Iters: 10670/150000 || Lr: 0.018715 || Task Loss: 0.3563 || KD Loss: 0.2003|| 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: 9:50:56 || Estimated Time: 5 days, 8:36:17
2023-07-27 23:34:21,773 semantic_segmentation INFO: Iters: 10680/150000 || Lr: 0.018714 || Task Loss: 0.4247 || KD Loss: 0.1510|| 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: 9:51:28 || Estimated Time: 5 days, 8:35:32
2023-07-27 23:34:54,088 semantic_segmentation INFO: Iters: 10690/150000 || Lr: 0.018713 || Task Loss: 0.3118 || KD Loss: 0.1051|| 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: 9:52:00 || Estimated Time: 5 days, 8:34:47
2023-07-27 23:35:26,456 semantic_segmentation INFO: Iters: 10700/150000 || Lr: 0.018711 || Task Loss: 0.3997 || KD Loss: 0.1649|| 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: 9:52:33 || Estimated Time: 5 days, 8:34:02
2023-07-27 23:35:58,808 semantic_segmentation INFO: Iters: 10710/150000 || Lr: 0.018710 || Task Loss: 0.3398 || KD Loss: 0.1380|| 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: 9:53:05 || Estimated Time: 5 days, 8:33:18
2023-07-27 23:36:31,118 semantic_segmentation INFO: Iters: 10720/150000 || Lr: 0.018709 || Task Loss: 0.4133 || KD Loss: 0.1551|| 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: 9:53:37 || Estimated Time: 5 days, 8:32:33
2023-07-27 23:37:03,369 semantic_segmentation INFO: Iters: 10730/150000 || Lr: 0.018708 || Task Loss: 0.2676 || KD Loss: 0.1047|| 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: 9:54:10 || Estimated Time: 5 days, 8:31:47
2023-07-27 23:37:35,632 semantic_segmentation INFO: Iters: 10740/150000 || Lr: 0.018707 || Task Loss: 0.2776 || KD Loss: 0.1122|| 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: 9:54:42 || Estimated Time: 5 days, 8:31:01
2023-07-27 23:38:07,915 semantic_segmentation INFO: Iters: 10750/150000 || Lr: 0.018705 || Task Loss: 0.3446 || KD Loss: 0.1156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1329|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:55:14 || Estimated Time: 5 days, 8:30:15
2023-07-27 23:38:40,143 semantic_segmentation INFO: Iters: 10760/150000 || Lr: 0.018704 || Task Loss: 0.2395 || KD Loss: 0.0761|| 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: 9:55:46 || Estimated Time: 5 days, 8:29:30
2023-07-27 23:39:12,397 semantic_segmentation INFO: Iters: 10770/150000 || Lr: 0.018703 || Task Loss: 0.2888 || KD Loss: 0.1011|| 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: 9:56:19 || Estimated Time: 5 days, 8:28:44
2023-07-27 23:39:44,649 semantic_segmentation INFO: Iters: 10780/150000 || Lr: 0.018702 || Task Loss: 0.2078 || KD Loss: 0.0681|| 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: 9:56:51 || Estimated Time: 5 days, 8:27:59
2023-07-27 23:40:16,876 semantic_segmentation INFO: Iters: 10790/150000 || Lr: 0.018701 || Task Loss: 0.2844 || KD Loss: 0.2203|| 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: 9:57:23 || Estimated Time: 5 days, 8:27:12
2023-07-27 23:40:49,055 semantic_segmentation INFO: Iters: 10800/150000 || Lr: 0.018699 || Task Loss: 0.2988 || KD Loss: 0.1115|| 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: 9:57:55 || Estimated Time: 5 days, 8:26:25
2023-07-27 23:41:21,219 semantic_segmentation INFO: Iters: 10810/150000 || Lr: 0.018698 || Task Loss: 0.5410 || KD Loss: 0.2648|| 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: 9:58:28 || Estimated Time: 5 days, 8:25:39
2023-07-27 23:41:53,427 semantic_segmentation INFO: Iters: 10820/150000 || Lr: 0.018697 || Task Loss: 0.2772 || KD Loss: 0.1344|| 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: 9:59:00 || Estimated Time: 5 days, 8:24:52
2023-07-27 23:42:25,683 semantic_segmentation INFO: Iters: 10830/150000 || Lr: 0.018696 || Task Loss: 0.3147 || KD Loss: 0.1173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1375|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:59:32 || Estimated Time: 5 days, 8:24:07
2023-07-27 23:42:57,878 semantic_segmentation INFO: Iters: 10840/150000 || Lr: 0.018694 || Task Loss: 0.4517 || KD Loss: 0.1978|| 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: 10:00:04 || Estimated Time: 5 days, 8:23:21
2023-07-27 23:43:30,169 semantic_segmentation INFO: Iters: 10850/150000 || Lr: 0.018693 || Task Loss: 0.3345 || KD Loss: 0.1135|| 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: 10:00:37 || Estimated Time: 5 days, 8:22:36
2023-07-27 23:44:02,324 semantic_segmentation INFO: Iters: 10860/150000 || Lr: 0.018692 || Task Loss: 0.3153 || KD Loss: 0.1507|| 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: 10:01:09 || Estimated Time: 5 days, 8:21:49
2023-07-27 23:44:34,518 semantic_segmentation INFO: Iters: 10870/150000 || Lr: 0.018691 || Task Loss: 0.2571 || KD Loss: 0.0990|| 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: 10:01:41 || Estimated Time: 5 days, 8:21:03
2023-07-27 23:45:06,690 semantic_segmentation INFO: Iters: 10880/150000 || Lr: 0.018690 || Task Loss: 0.3429 || KD Loss: 0.1026|| 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: 10:02:13 || Estimated Time: 5 days, 8:20:17
2023-07-27 23:45:39,137 semantic_segmentation INFO: Iters: 10890/150000 || Lr: 0.018688 || Task Loss: 0.3377 || KD Loss: 0.1286|| 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: 10:02:45 || Estimated Time: 5 days, 8:19:33
2023-07-27 23:46:11,291 semantic_segmentation INFO: Iters: 10900/150000 || Lr: 0.018687 || Task Loss: 0.3237 || KD Loss: 0.1075|| 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: 10:03:18 || Estimated Time: 5 days, 8:18:46
2023-07-27 23:46:43,427 semantic_segmentation INFO: Iters: 10910/150000 || Lr: 0.018686 || Task Loss: 0.3324 || KD Loss: 0.1160|| 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: 10:03:50 || Estimated Time: 5 days, 8:18:00
2023-07-27 23:47:15,561 semantic_segmentation INFO: Iters: 10920/150000 || Lr: 0.018685 || Task Loss: 0.3152 || KD Loss: 0.1081|| 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: 10:04:22 || Estimated Time: 5 days, 8:17:13
2023-07-27 23:47:47,668 semantic_segmentation INFO: Iters: 10930/150000 || Lr: 0.018684 || Task Loss: 0.2567 || KD Loss: 0.1086|| 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: 10:04:54 || Estimated Time: 5 days, 8:16:26
2023-07-27 23:48:19,913 semantic_segmentation INFO: Iters: 10940/150000 || Lr: 0.018682 || Task Loss: 0.2728 || KD Loss: 0.1192|| 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: 10:05:26 || Estimated Time: 5 days, 8:15:40
2023-07-27 23:48:51,996 semantic_segmentation INFO: Iters: 10950/150000 || Lr: 0.018681 || Task Loss: 0.2867 || KD Loss: 0.1001|| 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: 10:05:58 || Estimated Time: 5 days, 8:14:53
2023-07-27 23:49:24,059 semantic_segmentation INFO: Iters: 10960/150000 || Lr: 0.018680 || Task Loss: 0.2669 || KD Loss: 0.0746|| 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: 10:06:30 || Estimated Time: 5 days, 8:14:05
2023-07-27 23:49:56,151 semantic_segmentation INFO: Iters: 10970/150000 || Lr: 0.018679 || Task Loss: 0.2407 || KD Loss: 0.0957|| 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: 10:07:03 || Estimated Time: 5 days, 8:13:18
2023-07-27 23:50:28,281 semantic_segmentation INFO: Iters: 10980/150000 || Lr: 0.018678 || Task Loss: 0.2539 || KD Loss: 0.0912|| 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: 10:07:35 || Estimated Time: 5 days, 8:12:31
2023-07-27 23:51:00,491 semantic_segmentation INFO: Iters: 10990/150000 || Lr: 0.018676 || Task Loss: 0.3215 || KD Loss: 0.0942|| 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: 10:08:07 || Estimated Time: 5 days, 8:11:46
2023-07-27 23:51:33,038 semantic_segmentation INFO: Iters: 11000/150000 || Lr: 0.018675 || Task Loss: 0.2376 || KD Loss: 0.0711|| 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: 10:08:39 || Estimated Time: 5 days, 8:11:04
2023-07-27 23:52:05,283 semantic_segmentation INFO: Iters: 11010/150000 || Lr: 0.018674 || Task Loss: 0.1940 || KD Loss: 0.0654|| 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: 10:09:12 || Estimated Time: 5 days, 8:10:18
2023-07-27 23:52:37,390 semantic_segmentation INFO: Iters: 11020/150000 || Lr: 0.018673 || Task Loss: 0.3082 || KD Loss: 0.1217|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1380|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:09:44 || Estimated Time: 5 days, 8:09:32
2023-07-27 23:53:09,504 semantic_segmentation INFO: Iters: 11030/150000 || Lr: 0.018672 || Task Loss: 0.2266 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1329|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:10:16 || Estimated Time: 5 days, 8:08:45
2023-07-27 23:53:44,838 semantic_segmentation INFO: Iters: 11040/150000 || Lr: 0.018670 || Task Loss: 0.3017 || KD Loss: 0.0987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1315|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:10:51 || Estimated Time: 5 days, 8:08:39
2023-07-27 23:54:16,966 semantic_segmentation INFO: Iters: 11050/150000 || Lr: 0.018669 || Task Loss: 0.2907 || KD Loss: 0.0930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1319|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:11:23 || Estimated Time: 5 days, 8:07:52
2023-07-27 23:54:49,195 semantic_segmentation INFO: Iters: 11060/150000 || Lr: 0.018668 || Task Loss: 0.2535 || KD Loss: 0.0840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1392|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:11:56 || Estimated Time: 5 days, 8:07:06
2023-07-27 23:55:21,335 semantic_segmentation INFO: Iters: 11070/150000 || Lr: 0.018667 || Task Loss: 0.2341 || KD Loss: 0.0679|| 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: 10:12:28 || Estimated Time: 5 days, 8:06:20
2023-07-27 23:55:53,470 semantic_segmentation INFO: Iters: 11080/150000 || Lr: 0.018665 || Task Loss: 0.3944 || KD Loss: 0.1111|| 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: 10:13:00 || Estimated Time: 5 days, 8:05:34
2023-07-27 23:56:25,638 semantic_segmentation INFO: Iters: 11090/150000 || Lr: 0.018664 || Task Loss: 0.2147 || KD Loss: 0.0636|| 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: 10:13:32 || Estimated Time: 5 days, 8:04:48
2023-07-27 23:56:57,713 semantic_segmentation INFO: Iters: 11100/150000 || Lr: 0.018663 || Task Loss: 0.2634 || KD Loss: 0.1017|| 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: 10:14:04 || Estimated Time: 5 days, 8:04:01
2023-07-27 23:57:29,806 semantic_segmentation INFO: Iters: 11110/150000 || Lr: 0.018662 || Task Loss: 0.2944 || KD Loss: 0.1318|| 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: 10:14:36 || Estimated Time: 5 days, 8:03:14
2023-07-27 23:58:01,899 semantic_segmentation INFO: Iters: 11120/150000 || Lr: 0.018661 || Task Loss: 0.2678 || KD Loss: 0.0791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1340|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:15:08 || Estimated Time: 5 days, 8:02:27
2023-07-27 23:58:34,002 semantic_segmentation INFO: Iters: 11130/150000 || Lr: 0.018659 || Task Loss: 0.3400 || KD Loss: 0.0881|| 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: 10:15:40 || Estimated Time: 5 days, 8:01:40
2023-07-27 23:59:06,178 semantic_segmentation INFO: Iters: 11140/150000 || Lr: 0.018658 || Task Loss: 0.2174 || KD Loss: 0.0641|| 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: 10:16:13 || Estimated Time: 5 days, 8:00:54
2023-07-27 23:59:38,326 semantic_segmentation INFO: Iters: 11150/150000 || Lr: 0.018657 || Task Loss: 0.2896 || KD Loss: 0.1292|| 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: 10:16:45 || Estimated Time: 5 days, 8:00:08
2023-07-28 00:00:10,450 semantic_segmentation INFO: Iters: 11160/150000 || Lr: 0.018656 || Task Loss: 0.2681 || KD Loss: 0.0869|| 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: 10:17:17 || Estimated Time: 5 days, 7:59:21
2023-07-28 00:00:42,387 semantic_segmentation INFO: Iters: 11170/150000 || Lr: 0.018655 || Task Loss: 0.2320 || KD Loss: 0.0734|| 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: 10:17:49 || Estimated Time: 5 days, 7:58:33
2023-07-28 00:01:14,628 semantic_segmentation INFO: Iters: 11180/150000 || Lr: 0.018653 || Task Loss: 0.1895 || KD Loss: 0.0747|| 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: 10:18:21 || Estimated Time: 5 days, 7:57:48
2023-07-28 00:01:46,719 semantic_segmentation INFO: Iters: 11190/150000 || Lr: 0.018652 || Task Loss: 0.2947 || KD Loss: 0.1327|| 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: 10:18:53 || Estimated Time: 5 days, 7:57:01
2023-07-28 00:02:18,800 semantic_segmentation INFO: Iters: 11200/150000 || Lr: 0.018651 || Task Loss: 0.3119 || KD Loss: 0.0975|| 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: 10:19:25 || Estimated Time: 5 days, 7:56:14
2023-07-28 00:02:18,876 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 00:02:19,793 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.959, mIoU: 0.373
2023-07-28 00:02:19,900 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.964, mIoU: 0.461
2023-07-28 00:02:20,006 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.465
2023-07-28 00:02:20,118 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.964, mIoU: 0.500
2023-07-28 00:02:20,223 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.494
2023-07-28 00:02:20,333 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.964, mIoU: 0.497
2023-07-28 00:02:20,440 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.533
2023-07-28 00:02:20,545 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.567
2023-07-28 00:02:20,649 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.608
2023-07-28 00:02:20,751 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.957, mIoU: 0.642
2023-07-28 00:02:20,860 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.956, mIoU: 0.642
2023-07-28 00:02:20,963 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.950, mIoU: 0.647
2023-07-28 00:02:21,066 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.949, mIoU: 0.641
2023-07-28 00:02:21,171 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.945, mIoU: 0.618
2023-07-28 00:02:21,276 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.940, mIoU: 0.611
2023-07-28 00:02:21,387 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.938, mIoU: 0.608
2023-07-28 00:02:21,497 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.938, mIoU: 0.603
2023-07-28 00:02:21,602 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.938, mIoU: 0.606
2023-07-28 00:02:21,707 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.937, mIoU: 0.612
2023-07-28 00:02:21,814 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.935, mIoU: 0.617
2023-07-28 00:02:21,928 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.932, mIoU: 0.616
2023-07-28 00:02:22,033 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.930, mIoU: 0.630
2023-07-28 00:02:22,139 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.931, mIoU: 0.630
2023-07-28 00:02:22,246 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.928, mIoU: 0.636
2023-07-28 00:02:22,354 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.926, mIoU: 0.645
2023-07-28 00:02:22,459 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.926, mIoU: 0.645
2023-07-28 00:02:22,566 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.925, mIoU: 0.637
2023-07-28 00:02:22,677 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.924, mIoU: 0.633
2023-07-28 00:02:22,783 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.923, mIoU: 0.631
2023-07-28 00:02:22,887 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.923, mIoU: 0.625
2023-07-28 00:02:22,991 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.923, mIoU: 0.624
2023-07-28 00:02:23,094 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.922, mIoU: 0.622
2023-07-28 00:02:23,199 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.924, mIoU: 0.625
2023-07-28 00:02:23,303 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.924, mIoU: 0.625
2023-07-28 00:02:23,407 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.924, mIoU: 0.627
2023-07-28 00:02:23,510 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.924, mIoU: 0.628
2023-07-28 00:02:23,613 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.924, mIoU: 0.624
2023-07-28 00:02:23,715 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.923, mIoU: 0.622
2023-07-28 00:02:23,818 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.922, mIoU: 0.617
2023-07-28 00:02:23,924 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.923, mIoU: 0.617
2023-07-28 00:02:24,028 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.924, mIoU: 0.618
2023-07-28 00:02:24,130 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.925, mIoU: 0.618
2023-07-28 00:02:24,233 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.925, mIoU: 0.619
2023-07-28 00:02:24,336 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.926, mIoU: 0.620
2023-07-28 00:02:24,441 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.926, mIoU: 0.619
2023-07-28 00:02:24,544 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.927, mIoU: 0.620
2023-07-28 00:02:24,650 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.928, mIoU: 0.619
2023-07-28 00:02:24,756 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.928, mIoU: 0.618
2023-07-28 00:02:24,866 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.929, mIoU: 0.624
2023-07-28 00:02:24,981 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.929, mIoU: 0.627
2023-07-28 00:02:25,086 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.928, mIoU: 0.626
2023-07-28 00:02:25,190 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.927, mIoU: 0.619
2023-07-28 00:02:25,297 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.927, mIoU: 0.621
2023-07-28 00:02:25,412 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.926, mIoU: 0.622
2023-07-28 00:02:25,518 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.926, mIoU: 0.621
2023-07-28 00:02:25,627 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.925, mIoU: 0.627
2023-07-28 00:02:25,741 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.926, mIoU: 0.627
2023-07-28 00:02:25,850 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.926, mIoU: 0.633
2023-07-28 00:02:25,960 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.925, mIoU: 0.630
2023-07-28 00:02:26,069 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.925, mIoU: 0.629
2023-07-28 00:02:26,180 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.925, mIoU: 0.633
2023-07-28 00:02:26,284 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.925, mIoU: 0.635
2023-07-28 00:02:26,389 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.925, mIoU: 0.635
2023-07-28 00:02:26,493 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.924, mIoU: 0.633
2023-07-28 00:02:26,598 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.924, mIoU: 0.634
2023-07-28 00:02:26,703 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.923, mIoU: 0.634
2023-07-28 00:02:26,807 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.922, mIoU: 0.631
2023-07-28 00:02:26,916 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.921, mIoU: 0.631
2023-07-28 00:02:27,029 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.921, mIoU: 0.630
2023-07-28 00:02:27,135 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.921, mIoU: 0.630
2023-07-28 00:02:27,241 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.922, mIoU: 0.631
2023-07-28 00:02:27,350 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.922, mIoU: 0.629
2023-07-28 00:02:27,469 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.922, mIoU: 0.627
2023-07-28 00:02:27,577 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.923, mIoU: 0.627
2023-07-28 00:02:27,685 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.922, mIoU: 0.628
2023-07-28 00:02:27,791 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.922, mIoU: 0.628
2023-07-28 00:02:27,896 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.923, mIoU: 0.628
2023-07-28 00:02:28,000 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.923, mIoU: 0.628
2023-07-28 00:02:28,106 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.923, mIoU: 0.628
2023-07-28 00:02:28,212 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.923, mIoU: 0.629
2023-07-28 00:02:28,316 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.923, mIoU: 0.631
2023-07-28 00:02:28,421 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.923, mIoU: 0.632
2023-07-28 00:02:28,526 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.923, mIoU: 0.632
2023-07-28 00:02:28,632 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.922, mIoU: 0.629
2023-07-28 00:02:28,737 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.919, mIoU: 0.626
2023-07-28 00:02:28,841 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.919, mIoU: 0.626
2023-07-28 00:02:28,946 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.920, mIoU: 0.627
2023-07-28 00:02:29,052 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.920, mIoU: 0.627
2023-07-28 00:02:29,156 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.920, mIoU: 0.627
2023-07-28 00:02:29,266 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.921, mIoU: 0.626
2023-07-28 00:02:29,373 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.921, mIoU: 0.628
2023-07-28 00:02:29,487 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.921, mIoU: 0.636
2023-07-28 00:02:29,594 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.921, mIoU: 0.636
2023-07-28 00:02:29,703 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.921, mIoU: 0.636
2023-07-28 00:02:29,813 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.922, mIoU: 0.636
2023-07-28 00:02:29,922 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.921, mIoU: 0.636
2023-07-28 00:02:30,035 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.921, mIoU: 0.636
2023-07-28 00:02:30,144 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.922, mIoU: 0.636
2023-07-28 00:02:30,252 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.921, mIoU: 0.637
2023-07-28 00:02:30,360 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.920, mIoU: 0.637
2023-07-28 00:02:30,479 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.918, mIoU: 0.636
2023-07-28 00:02:30,583 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.918, mIoU: 0.634
2023-07-28 00:02:30,687 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-28 00:02:30,794 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.918, mIoU: 0.634
2023-07-28 00:02:30,903 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.918, mIoU: 0.634
2023-07-28 00:02:31,015 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.918, mIoU: 0.634
2023-07-28 00:02:31,133 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.919, mIoU: 0.634
2023-07-28 00:02:31,242 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.919, mIoU: 0.635
2023-07-28 00:02:31,348 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.919, mIoU: 0.634
2023-07-28 00:02:31,460 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.918, mIoU: 0.633
2023-07-28 00:02:31,570 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.918, mIoU: 0.633
2023-07-28 00:02:31,677 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.918, mIoU: 0.633
2023-07-28 00:02:31,786 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.918, mIoU: 0.633
2023-07-28 00:02:31,892 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.919, mIoU: 0.633
2023-07-28 00:02:32,001 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.919, mIoU: 0.633
2023-07-28 00:02:32,105 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.919, mIoU: 0.632
2023-07-28 00:02:32,210 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.918, mIoU: 0.631
2023-07-28 00:02:32,317 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.918, mIoU: 0.630
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2023-07-28 00:02:54,223 semantic_segmentation INFO: Sample: 321, Validation pixAcc: 0.922, mIoU: 0.621
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2023-07-28 00:02:54,439 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.921, mIoU: 0.621
2023-07-28 00:02:54,543 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.921, mIoU: 0.620
2023-07-28 00:02:54,646 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.921, mIoU: 0.620
2023-07-28 00:02:54,752 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.921, mIoU: 0.619
2023-07-28 00:02:54,861 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.921, mIoU: 0.620
2023-07-28 00:02:54,974 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.922, mIoU: 0.620
2023-07-28 00:02:55,089 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.922, mIoU: 0.621
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2023-07-28 00:02:55,312 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.922, mIoU: 0.621
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2023-07-28 00:02:55,762 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.922, mIoU: 0.622
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2023-07-28 00:02:55,984 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.922, mIoU: 0.622
2023-07-28 00:02:56,092 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.922, mIoU: 0.622
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2023-07-28 00:02:56,312 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.923, mIoU: 0.622
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2023-07-28 00:02:56,972 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.923, mIoU: 0.623
2023-07-28 00:02:57,082 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.924, mIoU: 0.623
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2023-07-28 00:02:58,507 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.925, mIoU: 0.626
2023-07-28 00:02:58,619 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.925, mIoU: 0.626
2023-07-28 00:02:58,729 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.925, mIoU: 0.626
2023-07-28 00:02:58,837 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.925, mIoU: 0.626
2023-07-28 00:02:58,947 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.925, mIoU: 0.626
2023-07-28 00:02:59,052 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.925, mIoU: 0.627
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2023-07-28 00:02:59,372 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.925, mIoU: 0.628
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2023-07-28 00:02:59,603 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.926, mIoU: 0.628
2023-07-28 00:02:59,709 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.926, mIoU: 0.629
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2023-07-28 00:03:00,031 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.926, mIoU: 0.629
2023-07-28 00:03:00,147 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.926, mIoU: 0.629
2023-07-28 00:03:00,256 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.926, mIoU: 0.629
2023-07-28 00:03:00,361 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.926, mIoU: 0.629
2023-07-28 00:03:00,465 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.926, mIoU: 0.629
2023-07-28 00:03:00,569 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.926, mIoU: 0.630
2023-07-28 00:03:00,675 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.926, mIoU: 0.630
2023-07-28 00:03:00,780 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.926, mIoU: 0.630
2023-07-28 00:03:00,889 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.926, mIoU: 0.630
2023-07-28 00:03:00,995 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.927, mIoU: 0.630
2023-07-28 00:03:01,100 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.927, mIoU: 0.630
2023-07-28 00:03:01,204 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.927, mIoU: 0.631
2023-07-28 00:03:01,307 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.927, mIoU: 0.631
2023-07-28 00:03:01,411 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.927, mIoU: 0.631
2023-07-28 00:03:01,516 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.927, mIoU: 0.631
2023-07-28 00:03:01,620 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.927, mIoU: 0.631
2023-07-28 00:03:01,726 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.927, mIoU: 0.632
2023-07-28 00:03:01,833 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.927, mIoU: 0.631
2023-07-28 00:03:01,948 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.927, mIoU: 0.632
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2023-07-28 00:03:02,381 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.927, mIoU: 0.632
2023-07-28 00:03:02,490 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.928, mIoU: 0.632
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2023-07-28 00:03:02,921 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.928, mIoU: 0.632
2023-07-28 00:03:03,026 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.928, mIoU: 0.632
2023-07-28 00:03:03,131 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.928, mIoU: 0.632
2023-07-28 00:03:03,235 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.928, mIoU: 0.632
2023-07-28 00:03:03,339 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.928, mIoU: 0.633
2023-07-28 00:03:03,443 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.928, mIoU: 0.633
2023-07-28 00:03:03,548 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.929, mIoU: 0.633
2023-07-28 00:03:03,653 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.929, mIoU: 0.633
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2023-07-28 00:03:03,861 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.929, mIoU: 0.633
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2023-07-28 00:03:04,078 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.929, mIoU: 0.634
2023-07-28 00:03:04,181 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.929, mIoU: 0.634
2023-07-28 00:03:04,285 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.929, mIoU: 0.634
2023-07-28 00:03:04,395 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.929, mIoU: 0.634
2023-07-28 00:03:04,505 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.929, mIoU: 0.634
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2023-07-28 00:03:04,730 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.929, mIoU: 0.635
2023-07-28 00:03:04,841 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.929, mIoU: 0.635
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2023-07-28 00:03:05,064 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.930, mIoU: 0.635
2023-07-28 00:03:05,174 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.930, mIoU: 0.635
2023-07-28 00:03:05,282 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.930, mIoU: 0.635
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2023-07-28 00:03:05,709 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-28 00:03:05,818 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-28 00:03:05,932 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-28 00:03:06,044 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-28 00:03:06,154 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-28 00:03:06,261 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-28 00:03:06,370 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-28 00:03:06,481 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-28 00:03:06,594 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-28 00:03:06,703 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.931, mIoU: 0.636
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2023-07-28 00:03:06,926 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-28 00:03:07,036 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-28 00:03:07,141 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-28 00:03:07,247 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-28 00:03:07,353 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-28 00:03:07,462 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-28 00:03:07,582 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-28 00:03:07,687 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-28 00:03:07,794 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-28 00:03:07,908 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-28 00:03:08,022 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.932, mIoU: 0.636
2023-07-28 00:03:08,140 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.932, mIoU: 0.636
2023-07-28 00:03:08,250 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.932, mIoU: 0.637
2023-07-28 00:03:08,360 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.932, mIoU: 0.637
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2023-07-28 00:03:08,574 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.932, mIoU: 0.637
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2023-07-28 00:03:08,783 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.932, mIoU: 0.638
2023-07-28 00:03:08,890 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.932, mIoU: 0.638
2023-07-28 00:03:08,995 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.932, mIoU: 0.638
2023-07-28 00:03:09,111 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.932, mIoU: 0.638
2023-07-28 00:03:09,226 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.932, mIoU: 0.639
2023-07-28 00:03:09,330 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.932, mIoU: 0.640
2023-07-28 00:03:09,434 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.932, mIoU: 0.640
2023-07-28 00:03:09,544 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.932, mIoU: 0.640
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2023-07-28 00:03:09,765 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.932, mIoU: 0.641
2023-07-28 00:03:09,876 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.932, mIoU: 0.641
2023-07-28 00:03:09,985 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.932, mIoU: 0.641
2023-07-28 00:03:10,096 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.932, mIoU: 0.642
2023-07-28 00:03:10,200 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.932, mIoU: 0.641
2023-07-28 00:03:10,307 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.932, mIoU: 0.641
2023-07-28 00:03:10,414 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.932, mIoU: 0.641
2023-07-28 00:03:10,519 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.932, mIoU: 0.641
2023-07-28 00:03:10,622 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.932, mIoU: 0.641
2023-07-28 00:03:10,727 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.933, mIoU: 0.641
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2023-07-28 00:03:11,044 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.933, mIoU: 0.641
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2023-07-28 00:03:11,373 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.933, mIoU: 0.641
2023-07-28 00:03:11,483 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.933, mIoU: 0.641
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2023-07-28 00:03:11,925 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.933, mIoU: 0.642
2023-07-28 00:03:12,030 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.933, mIoU: 0.642
2023-07-28 00:03:12,137 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.933, mIoU: 0.642
2023-07-28 00:03:12,241 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.933, mIoU: 0.642
2023-07-28 00:03:12,349 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.933, mIoU: 0.642
2023-07-28 00:03:12,452 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.933, mIoU: 0.642
2023-07-28 00:03:12,555 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.933, mIoU: 0.642
2023-07-28 00:03:12,657 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.933, mIoU: 0.643
2023-07-28 00:03:12,760 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.933, mIoU: 0.643
2023-07-28 00:03:12,864 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.933, mIoU: 0.643
2023-07-28 00:03:12,966 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.933, mIoU: 0.643
2023-07-28 00:03:13,075 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.933, mIoU: 0.643
2023-07-28 00:03:13,179 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.933, mIoU: 0.643
2023-07-28 00:03:13,283 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.933, mIoU: 0.643
2023-07-28 00:03:13,386 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.933, mIoU: 0.643
2023-07-28 00:03:13,489 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.933, mIoU: 0.643
2023-07-28 00:03:13,591 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.933, mIoU: 0.643
2023-07-28 00:03:46,375 semantic_segmentation INFO: Iters: 11210/150000 || Lr: 0.018650 || Task Loss: 0.2867 || KD Loss: 0.0885|| 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: 10:20:53 || Estimated Time: 5 days, 8:06:55
2023-07-28 00:04:18,357 semantic_segmentation INFO: Iters: 11220/150000 || Lr: 0.018649 || Task Loss: 0.1983 || KD Loss: 0.0783|| 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: 10:21:25 || Estimated Time: 5 days, 8:06:06
2023-07-28 00:04:50,365 semantic_segmentation INFO: Iters: 11230/150000 || Lr: 0.018647 || Task Loss: 0.2247 || KD Loss: 0.1129|| 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: 10:21:57 || Estimated Time: 5 days, 8:05:18
2023-07-28 00:05:22,377 semantic_segmentation INFO: Iters: 11240/150000 || Lr: 0.018646 || Task Loss: 0.3393 || KD Loss: 0.0907|| 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: 10:22:29 || Estimated Time: 5 days, 8:04:29
2023-07-28 00:05:54,462 semantic_segmentation INFO: Iters: 11250/150000 || Lr: 0.018645 || Task Loss: 0.2641 || KD Loss: 0.0885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1448|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:23:01 || Estimated Time: 5 days, 8:03:42
2023-07-28 00:06:26,505 semantic_segmentation INFO: Iters: 11260/150000 || Lr: 0.018644 || Task Loss: 0.2241 || KD Loss: 0.0937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1340|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:23:33 || Estimated Time: 5 days, 8:02:54
2023-07-28 00:06:58,565 semantic_segmentation INFO: Iters: 11270/150000 || Lr: 0.018642 || Task Loss: 0.3188 || KD Loss: 0.1436|| 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: 10:24:05 || Estimated Time: 5 days, 8:02:07
2023-07-28 00:07:30,626 semantic_segmentation INFO: Iters: 11280/150000 || Lr: 0.018641 || Task Loss: 0.4571 || KD Loss: 0.2003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1385|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:24:37 || Estimated Time: 5 days, 8:01:19
2023-07-28 00:08:02,771 semantic_segmentation INFO: Iters: 11290/150000 || Lr: 0.018640 || Task Loss: 0.2718 || KD Loss: 0.0982|| 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: 10:25:09 || Estimated Time: 5 days, 8:00:33
2023-07-28 00:08:34,796 semantic_segmentation INFO: Iters: 11300/150000 || Lr: 0.018639 || Task Loss: 0.3442 || KD Loss: 0.1389|| 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: 10:25:41 || Estimated Time: 5 days, 7:59:45
2023-07-28 00:09:06,848 semantic_segmentation INFO: Iters: 11310/150000 || Lr: 0.018638 || Task Loss: 0.2824 || KD Loss: 0.0989|| 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: 10:26:13 || Estimated Time: 5 days, 7:58:57
2023-07-28 00:09:38,879 semantic_segmentation INFO: Iters: 11320/150000 || Lr: 0.018636 || Task Loss: 0.4235 || KD Loss: 0.1616|| 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: 10:26:45 || Estimated Time: 5 days, 7:58:09
2023-07-28 00:10:10,992 semantic_segmentation INFO: Iters: 11330/150000 || Lr: 0.018635 || Task Loss: 0.4383 || KD Loss: 0.1886|| 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: 10:27:17 || Estimated Time: 5 days, 7:57:22
2023-07-28 00:10:43,029 semantic_segmentation INFO: Iters: 11340/150000 || Lr: 0.018634 || Task Loss: 0.3109 || KD Loss: 0.1882|| 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: 10:27:49 || Estimated Time: 5 days, 7:56:35
2023-07-28 00:11:15,027 semantic_segmentation INFO: Iters: 11350/150000 || Lr: 0.018633 || Task Loss: 0.3598 || KD Loss: 0.1364|| 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: 10:28:21 || Estimated Time: 5 days, 7:55:47
2023-07-28 00:11:47,122 semantic_segmentation INFO: Iters: 11360/150000 || Lr: 0.018632 || Task Loss: 0.2724 || KD Loss: 0.0829|| 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: 10:28:53 || Estimated Time: 5 days, 7:55:00
2023-07-28 00:12:19,155 semantic_segmentation INFO: Iters: 11370/150000 || Lr: 0.018630 || Task Loss: 0.2545 || KD Loss: 0.0856|| 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: 10:29:26 || Estimated Time: 5 days, 7:54:12
2023-07-28 00:12:51,225 semantic_segmentation INFO: Iters: 11380/150000 || Lr: 0.018629 || Task Loss: 0.3886 || KD Loss: 0.1202|| 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: 10:29:58 || Estimated Time: 5 days, 7:53:25
2023-07-28 00:13:23,231 semantic_segmentation INFO: Iters: 11390/150000 || Lr: 0.018628 || Task Loss: 0.3734 || KD Loss: 0.1500|| 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: 10:30:30 || Estimated Time: 5 days, 7:52:37
2023-07-28 00:13:55,287 semantic_segmentation INFO: Iters: 11400/150000 || Lr: 0.018627 || Task Loss: 0.2875 || KD Loss: 0.0973|| 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: 10:31:02 || Estimated Time: 5 days, 7:51:50
2023-07-28 00:14:27,361 semantic_segmentation INFO: Iters: 11410/150000 || Lr: 0.018626 || Task Loss: 0.2722 || KD Loss: 0.0934|| 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: 10:31:34 || Estimated Time: 5 days, 7:51:03
2023-07-28 00:14:59,432 semantic_segmentation INFO: Iters: 11420/150000 || Lr: 0.018624 || Task Loss: 0.3528 || KD Loss: 0.1444|| 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: 10:32:06 || Estimated Time: 5 days, 7:50:16
2023-07-28 00:15:31,510 semantic_segmentation INFO: Iters: 11430/150000 || Lr: 0.018623 || Task Loss: 0.2947 || KD Loss: 0.0925|| 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: 10:32:38 || Estimated Time: 5 days, 7:49:29
2023-07-28 00:16:05,941 semantic_segmentation INFO: Iters: 11440/150000 || Lr: 0.018622 || Task Loss: 0.2606 || KD Loss: 0.0807|| 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: 10:33:12 || Estimated Time: 5 days, 7:49:07
2023-07-28 00:16:38,609 semantic_segmentation INFO: Iters: 11450/150000 || Lr: 0.018621 || Task Loss: 0.3427 || KD Loss: 0.1108|| 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: 10:33:45 || Estimated Time: 5 days, 7:48:31
2023-07-28 00:17:10,512 semantic_segmentation INFO: Iters: 11460/150000 || Lr: 0.018620 || Task Loss: 0.4124 || KD Loss: 0.1381|| 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: 10:34:17 || Estimated Time: 5 days, 7:47:42
2023-07-28 00:17:42,457 semantic_segmentation INFO: Iters: 11470/150000 || Lr: 0.018618 || Task Loss: 0.2101 || KD Loss: 0.0816|| 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: 10:34:49 || Estimated Time: 5 days, 7:46:53
2023-07-28 00:18:14,449 semantic_segmentation INFO: Iters: 11480/150000 || Lr: 0.018617 || Task Loss: 0.2670 || KD Loss: 0.1332|| 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: 10:35:21 || Estimated Time: 5 days, 7:46:05
2023-07-28 00:18:46,351 semantic_segmentation INFO: Iters: 11490/150000 || Lr: 0.018616 || Task Loss: 0.2687 || KD Loss: 0.1108|| 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: 10:35:53 || Estimated Time: 5 days, 7:45:17
2023-07-28 00:19:18,410 semantic_segmentation INFO: Iters: 11500/150000 || Lr: 0.018615 || Task Loss: 0.3642 || KD Loss: 0.1208|| 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: 10:36:25 || Estimated Time: 5 days, 7:44:29
2023-07-28 00:19:50,452 semantic_segmentation INFO: Iters: 11510/150000 || Lr: 0.018613 || Task Loss: 0.3481 || KD Loss: 0.1054|| 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: 10:36:57 || Estimated Time: 5 days, 7:43:42
2023-07-28 00:20:22,517 semantic_segmentation INFO: Iters: 11520/150000 || Lr: 0.018612 || Task Loss: 0.3406 || KD Loss: 0.1181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1318|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:37:29 || Estimated Time: 5 days, 7:42:56
2023-07-28 00:20:54,618 semantic_segmentation INFO: Iters: 11530/150000 || Lr: 0.018611 || Task Loss: 0.2307 || KD Loss: 0.0734|| 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: 10:38:01 || Estimated Time: 5 days, 7:42:09
2023-07-28 00:21:26,700 semantic_segmentation INFO: Iters: 11540/150000 || Lr: 0.018610 || Task Loss: 0.4536 || KD Loss: 0.1822|| 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: 10:38:33 || Estimated Time: 5 days, 7:41:22
2023-07-28 00:21:58,715 semantic_segmentation INFO: Iters: 11550/150000 || Lr: 0.018609 || Task Loss: 0.3931 || KD Loss: 0.1668|| 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: 10:39:05 || Estimated Time: 5 days, 7:40:35
2023-07-28 00:22:30,725 semantic_segmentation INFO: Iters: 11560/150000 || Lr: 0.018607 || Task Loss: 0.4323 || KD Loss: 0.1923|| 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: 10:39:37 || Estimated Time: 5 days, 7:39:48
2023-07-28 00:23:02,761 semantic_segmentation INFO: Iters: 11570/150000 || Lr: 0.018606 || Task Loss: 0.2838 || KD Loss: 0.0942|| 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: 10:40:09 || Estimated Time: 5 days, 7:39:00
2023-07-28 00:23:34,828 semantic_segmentation INFO: Iters: 11580/150000 || Lr: 0.018605 || Task Loss: 0.3274 || KD Loss: 0.1415|| 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: 10:40:41 || Estimated Time: 5 days, 7:38:14
2023-07-28 00:24:06,677 semantic_segmentation INFO: Iters: 11590/150000 || Lr: 0.018604 || Task Loss: 0.5224 || KD Loss: 0.2077|| 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: 10:41:13 || Estimated Time: 5 days, 7:37:25
2023-07-28 00:24:38,709 semantic_segmentation INFO: Iters: 11600/150000 || Lr: 0.018603 || Task Loss: 0.2790 || KD Loss: 0.0989|| 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: 10:41:45 || Estimated Time: 5 days, 7:36:37
2023-07-28 00:25:11,066 semantic_segmentation INFO: Iters: 11610/150000 || Lr: 0.018601 || Task Loss: 0.3023 || KD Loss: 0.1635|| 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: 10:42:17 || Estimated Time: 5 days, 7:35:54
2023-07-28 00:25:43,024 semantic_segmentation INFO: Iters: 11620/150000 || Lr: 0.018600 || Task Loss: 0.3123 || KD Loss: 0.1798|| 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: 10:42:49 || Estimated Time: 5 days, 7:35:06
2023-07-28 00:26:14,947 semantic_segmentation INFO: Iters: 11630/150000 || Lr: 0.018599 || Task Loss: 0.2792 || KD Loss: 0.0908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1446|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:43:21 || Estimated Time: 5 days, 7:34:18
2023-07-28 00:26:46,959 semantic_segmentation INFO: Iters: 11640/150000 || Lr: 0.018598 || Task Loss: 0.2630 || KD Loss: 0.0980|| 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: 10:43:53 || Estimated Time: 5 days, 7:33:31
2023-07-28 00:27:18,967 semantic_segmentation INFO: Iters: 11650/150000 || Lr: 0.018597 || Task Loss: 0.2122 || KD Loss: 0.1116|| 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: 10:44:25 || Estimated Time: 5 days, 7:32:44
2023-07-28 00:27:51,044 semantic_segmentation INFO: Iters: 11660/150000 || Lr: 0.018595 || Task Loss: 0.2653 || KD Loss: 0.0787|| 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: 10:44:57 || Estimated Time: 5 days, 7:31:57
2023-07-28 00:28:23,067 semantic_segmentation INFO: Iters: 11670/150000 || Lr: 0.018594 || Task Loss: 0.2309 || KD Loss: 0.0761|| 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: 10:45:29 || Estimated Time: 5 days, 7:31:10
2023-07-28 00:28:55,030 semantic_segmentation INFO: Iters: 11680/150000 || Lr: 0.018593 || Task Loss: 0.3740 || KD Loss: 0.1252|| 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: 10:46:01 || Estimated Time: 5 days, 7:30:23
2023-07-28 00:29:27,015 semantic_segmentation INFO: Iters: 11690/150000 || Lr: 0.018592 || Task Loss: 0.4368 || KD Loss: 0.1842|| 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: 10:46:33 || Estimated Time: 5 days, 7:29:35
2023-07-28 00:29:59,014 semantic_segmentation INFO: Iters: 11700/150000 || Lr: 0.018590 || Task Loss: 0.2212 || KD Loss: 0.0855|| 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: 10:47:05 || Estimated Time: 5 days, 7:28:48
2023-07-28 00:30:30,868 semantic_segmentation INFO: Iters: 11710/150000 || Lr: 0.018589 || Task Loss: 0.3086 || KD Loss: 0.1083|| 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: 10:47:37 || Estimated Time: 5 days, 7:27:59
2023-07-28 00:31:02,818 semantic_segmentation INFO: Iters: 11720/150000 || Lr: 0.018588 || Task Loss: 0.2901 || KD Loss: 0.1023|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1403|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:48:09 || Estimated Time: 5 days, 7:27:12
2023-07-28 00:31:34,763 semantic_segmentation INFO: Iters: 11730/150000 || Lr: 0.018587 || Task Loss: 0.3267 || KD Loss: 0.1011|| 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: 10:48:41 || Estimated Time: 5 days, 7:26:24
2023-07-28 00:32:06,764 semantic_segmentation INFO: Iters: 11740/150000 || Lr: 0.018586 || Task Loss: 0.2652 || KD Loss: 0.1252|| 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: 10:49:13 || Estimated Time: 5 days, 7:25:37
2023-07-28 00:32:38,770 semantic_segmentation INFO: Iters: 11750/150000 || Lr: 0.018584 || Task Loss: 0.3984 || KD Loss: 0.1346|| 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: 10:49:45 || Estimated Time: 5 days, 7:24:50
2023-07-28 00:33:10,817 semantic_segmentation INFO: Iters: 11760/150000 || Lr: 0.018583 || Task Loss: 0.2235 || KD Loss: 0.0840|| 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: 10:50:17 || Estimated Time: 5 days, 7:24:03
2023-07-28 00:33:42,820 semantic_segmentation INFO: Iters: 11770/150000 || Lr: 0.018582 || Task Loss: 0.2025 || KD Loss: 0.0793|| 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: 10:50:49 || Estimated Time: 5 days, 7:23:16
2023-07-28 00:34:14,818 semantic_segmentation INFO: Iters: 11780/150000 || Lr: 0.018581 || Task Loss: 0.3916 || KD Loss: 0.1598|| 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: 10:51:21 || Estimated Time: 5 days, 7:22:29
2023-07-28 00:34:46,808 semantic_segmentation INFO: Iters: 11790/150000 || Lr: 0.018580 || Task Loss: 0.1905 || KD Loss: 0.0749|| 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: 10:51:53 || Estimated Time: 5 days, 7:21:42
2023-07-28 00:35:18,824 semantic_segmentation INFO: Iters: 11800/150000 || Lr: 0.018578 || Task Loss: 0.3148 || KD Loss: 0.0975|| 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: 10:52:25 || Estimated Time: 5 days, 7:20:55
2023-07-28 00:35:50,885 semantic_segmentation INFO: Iters: 11810/150000 || Lr: 0.018577 || Task Loss: 0.2855 || KD Loss: 0.0981|| 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: 10:52:57 || Estimated Time: 5 days, 7:20:09
2023-07-28 00:36:22,838 semantic_segmentation INFO: Iters: 11820/150000 || Lr: 0.018576 || Task Loss: 0.2688 || KD Loss: 0.0844|| 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: 10:53:29 || Estimated Time: 5 days, 7:19:22
2023-07-28 00:36:54,789 semantic_segmentation INFO: Iters: 11830/150000 || Lr: 0.018575 || Task Loss: 0.3168 || KD Loss: 0.0973|| 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: 10:54:01 || Estimated Time: 5 days, 7:18:34
2023-07-28 00:37:26,743 semantic_segmentation INFO: Iters: 11840/150000 || Lr: 0.018574 || Task Loss: 0.4079 || KD Loss: 0.1558|| 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: 10:54:33 || Estimated Time: 5 days, 7:17:47
2023-07-28 00:37:58,678 semantic_segmentation INFO: Iters: 11850/150000 || Lr: 0.018572 || Task Loss: 0.2400 || KD Loss: 0.0630|| 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: 10:55:05 || Estimated Time: 5 days, 7:16:59
2023-07-28 00:38:30,726 semantic_segmentation INFO: Iters: 11860/150000 || Lr: 0.018571 || Task Loss: 0.3718 || KD Loss: 0.1295|| 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: 10:55:37 || Estimated Time: 5 days, 7:16:12
2023-07-28 00:39:05,645 semantic_segmentation INFO: Iters: 11870/150000 || Lr: 0.018570 || Task Loss: 0.2120 || KD Loss: 0.0878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1315|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:56:12 || Estimated Time: 5 days, 7:16:00
2023-07-28 00:39:37,586 semantic_segmentation INFO: Iters: 11880/150000 || Lr: 0.018569 || Task Loss: 0.2825 || KD Loss: 0.1254|| 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: 10:56:44 || Estimated Time: 5 days, 7:15:13
2023-07-28 00:40:09,399 semantic_segmentation INFO: Iters: 11890/150000 || Lr: 0.018567 || Task Loss: 0.2391 || KD Loss: 0.0802|| 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: 10:57:16 || Estimated Time: 5 days, 7:14:24
2023-07-28 00:40:41,287 semantic_segmentation INFO: Iters: 11900/150000 || Lr: 0.018566 || Task Loss: 0.3688 || KD Loss: 0.1244|| 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: 10:57:48 || Estimated Time: 5 days, 7:13:36
2023-07-28 00:41:13,231 semantic_segmentation INFO: Iters: 11910/150000 || Lr: 0.018565 || Task Loss: 0.2785 || KD Loss: 0.0929|| 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: 10:58:20 || Estimated Time: 5 days, 7:12:49
2023-07-28 00:41:45,200 semantic_segmentation INFO: Iters: 11920/150000 || Lr: 0.018564 || Task Loss: 0.2308 || KD Loss: 0.0945|| 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: 10:58:52 || Estimated Time: 5 days, 7:12:01
2023-07-28 00:42:16,989 semantic_segmentation INFO: Iters: 11930/150000 || Lr: 0.018563 || Task Loss: 0.3426 || KD Loss: 0.1235|| 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: 10:59:23 || Estimated Time: 5 days, 7:11:12
2023-07-28 00:42:48,846 semantic_segmentation INFO: Iters: 11940/150000 || Lr: 0.018561 || Task Loss: 0.2837 || KD Loss: 0.1021|| 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: 10:59:55 || Estimated Time: 5 days, 7:10:24
2023-07-28 00:43:20,786 semantic_segmentation INFO: Iters: 11950/150000 || Lr: 0.018560 || Task Loss: 0.2598 || KD Loss: 0.1024|| 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: 11:00:27 || Estimated Time: 5 days, 7:09:37
2023-07-28 00:43:52,665 semantic_segmentation INFO: Iters: 11960/150000 || Lr: 0.018559 || Task Loss: 0.2795 || KD Loss: 0.0938|| 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: 11:00:59 || Estimated Time: 5 days, 7:08:49
2023-07-28 00:44:24,602 semantic_segmentation INFO: Iters: 11970/150000 || Lr: 0.018558 || Task Loss: 0.4232 || KD Loss: 0.1677|| 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: 11:01:31 || Estimated Time: 5 days, 7:08:02
2023-07-28 00:44:56,502 semantic_segmentation INFO: Iters: 11980/150000 || Lr: 0.018557 || Task Loss: 0.2312 || KD Loss: 0.0954|| 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: 11:02:03 || Estimated Time: 5 days, 7:07:14
2023-07-28 00:45:28,486 semantic_segmentation INFO: Iters: 11990/150000 || Lr: 0.018555 || Task Loss: 0.3809 || KD Loss: 0.1228|| 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: 11:02:35 || Estimated Time: 5 days, 7:06:27
2023-07-28 00:46:00,453 semantic_segmentation INFO: Iters: 12000/150000 || Lr: 0.018554 || Task Loss: 0.2027 || KD Loss: 0.0850|| 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: 11:03:07 || Estimated Time: 5 days, 7:05:41
2023-07-28 00:46:00,519 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 00:46:01,391 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.934, mIoU: 0.371
2023-07-28 00:46:01,507 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.949, mIoU: 0.453
2023-07-28 00:46:01,613 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.953, mIoU: 0.457
2023-07-28 00:46:01,716 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.956, mIoU: 0.479
2023-07-28 00:46:01,822 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.959, mIoU: 0.476
2023-07-28 00:46:01,931 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.484
2023-07-28 00:46:02,043 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.513
2023-07-28 00:46:02,149 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.959, mIoU: 0.554
2023-07-28 00:46:02,260 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.958, mIoU: 0.587
2023-07-28 00:46:02,366 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.622
2023-07-28 00:46:02,474 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.956, mIoU: 0.629
2023-07-28 00:46:02,583 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.950, mIoU: 0.646
2023-07-28 00:46:02,690 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.949, mIoU: 0.628
2023-07-28 00:46:02,797 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.944, mIoU: 0.612
2023-07-28 00:46:02,904 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.939, mIoU: 0.607
2023-07-28 00:46:03,012 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.938, mIoU: 0.603
2023-07-28 00:46:03,118 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.938, mIoU: 0.602
2023-07-28 00:46:03,223 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.938, mIoU: 0.602
2023-07-28 00:46:03,326 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.938, mIoU: 0.606
2023-07-28 00:46:03,432 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.937, mIoU: 0.612
2023-07-28 00:46:03,537 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.935, mIoU: 0.612
2023-07-28 00:46:03,639 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.926, mIoU: 0.587
2023-07-28 00:46:03,742 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.926, mIoU: 0.588
2023-07-28 00:46:03,844 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.924, mIoU: 0.596
2023-07-28 00:46:03,947 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.922, mIoU: 0.609
2023-07-28 00:46:04,051 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.922, mIoU: 0.611
2023-07-28 00:46:04,155 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.922, mIoU: 0.603
2023-07-28 00:46:04,258 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.922, mIoU: 0.602
2023-07-28 00:46:04,360 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.921, mIoU: 0.609
2023-07-28 00:46:04,469 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.921, mIoU: 0.613
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2023-07-28 00:46:04,685 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.921, mIoU: 0.612
2023-07-28 00:46:04,795 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.923, mIoU: 0.614
2023-07-28 00:46:04,902 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.923, mIoU: 0.614
2023-07-28 00:46:05,007 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.922, mIoU: 0.615
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2023-07-28 00:46:05,225 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.923, mIoU: 0.612
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2023-07-28 00:46:05,438 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.921, mIoU: 0.609
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2023-07-28 00:46:05,649 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.923, mIoU: 0.610
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2023-07-28 00:46:05,861 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.924, mIoU: 0.611
2023-07-28 00:46:05,968 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.925, mIoU: 0.612
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2023-07-28 00:46:06,285 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.926, mIoU: 0.609
2023-07-28 00:46:06,387 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.926, mIoU: 0.608
2023-07-28 00:46:06,492 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.927, mIoU: 0.609
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2023-07-28 00:46:06,802 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.926, mIoU: 0.612
2023-07-28 00:46:06,904 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.926, mIoU: 0.613
2023-07-28 00:46:07,009 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.926, mIoU: 0.618
2023-07-28 00:46:07,113 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.926, mIoU: 0.617
2023-07-28 00:46:07,216 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.926, mIoU: 0.621
2023-07-28 00:46:07,318 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.926, mIoU: 0.622
2023-07-28 00:46:07,426 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.927, mIoU: 0.628
2023-07-28 00:46:07,531 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.927, mIoU: 0.632
2023-07-28 00:46:07,635 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.926, mIoU: 0.631
2023-07-28 00:46:07,738 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.927, mIoU: 0.633
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2023-07-28 00:46:07,944 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.926, mIoU: 0.633
2023-07-28 00:46:08,048 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.925, mIoU: 0.632
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2023-07-28 00:46:08,571 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.923, mIoU: 0.630
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2023-07-28 00:46:11,016 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.922, mIoU: 0.640
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2023-07-28 00:46:12,079 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.921, mIoU: 0.638
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2023-07-28 00:46:14,708 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.920, mIoU: 0.634
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2023-07-28 00:46:25,142 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.926, mIoU: 0.626
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2023-07-28 00:46:46,384 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.930, mIoU: 0.627
2023-07-28 00:46:46,494 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.931, mIoU: 0.627
2023-07-28 00:46:46,605 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.931, mIoU: 0.627
2023-07-28 00:46:46,714 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.931, mIoU: 0.627
2023-07-28 00:46:46,823 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.931, mIoU: 0.627
2023-07-28 00:46:46,930 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.931, mIoU: 0.628
2023-07-28 00:46:47,046 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.931, mIoU: 0.628
2023-07-28 00:46:47,151 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.931, mIoU: 0.627
2023-07-28 00:46:47,254 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.931, mIoU: 0.628
2023-07-28 00:46:47,358 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.931, mIoU: 0.628
2023-07-28 00:46:47,462 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.931, mIoU: 0.628
2023-07-28 00:46:47,568 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.931, mIoU: 0.628
2023-07-28 00:46:47,671 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.931, mIoU: 0.628
2023-07-28 00:46:47,776 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.931, mIoU: 0.628
2023-07-28 00:46:47,879 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.931, mIoU: 0.628
2023-07-28 00:46:47,985 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.932, mIoU: 0.628
2023-07-28 00:46:48,092 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.932, mIoU: 0.628
2023-07-28 00:46:48,196 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.932, mIoU: 0.628
2023-07-28 00:46:48,300 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.932, mIoU: 0.628
2023-07-28 00:46:48,406 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.932, mIoU: 0.628
2023-07-28 00:46:48,516 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.932, mIoU: 0.628
2023-07-28 00:46:48,626 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.932, mIoU: 0.628
2023-07-28 00:46:48,735 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.932, mIoU: 0.628
2023-07-28 00:46:48,844 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.932, mIoU: 0.628
2023-07-28 00:46:48,956 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.932, mIoU: 0.628
2023-07-28 00:46:49,073 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.932, mIoU: 0.628
2023-07-28 00:46:49,184 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.932, mIoU: 0.628
2023-07-28 00:46:49,296 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.932, mIoU: 0.628
2023-07-28 00:46:49,405 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.932, mIoU: 0.628
2023-07-28 00:46:49,513 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.932, mIoU: 0.628
2023-07-28 00:46:49,618 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.932, mIoU: 0.628
2023-07-28 00:46:49,724 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.932, mIoU: 0.628
2023-07-28 00:46:49,830 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.932, mIoU: 0.628
2023-07-28 00:46:49,944 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.932, mIoU: 0.630
2023-07-28 00:46:50,062 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.933, mIoU: 0.630
2023-07-28 00:46:50,172 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.932, mIoU: 0.630
2023-07-28 00:46:50,278 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.932, mIoU: 0.629
2023-07-28 00:46:50,390 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.932, mIoU: 0.630
2023-07-28 00:46:50,499 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.932, mIoU: 0.630
2023-07-28 00:46:50,612 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.932, mIoU: 0.630
2023-07-28 00:46:50,727 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.932, mIoU: 0.630
2023-07-28 00:46:50,837 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.932, mIoU: 0.630
2023-07-28 00:46:50,947 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.933, mIoU: 0.631
2023-07-28 00:46:51,052 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.933, mIoU: 0.630
2023-07-28 00:46:51,165 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.933, mIoU: 0.631
2023-07-28 00:46:51,269 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.932, mIoU: 0.631
2023-07-28 00:46:51,377 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.932, mIoU: 0.631
2023-07-28 00:46:51,491 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.932, mIoU: 0.630
2023-07-28 00:46:51,600 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.932, mIoU: 0.630
2023-07-28 00:46:51,708 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.932, mIoU: 0.630
2023-07-28 00:46:51,819 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.932, mIoU: 0.630
2023-07-28 00:46:51,930 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.932, mIoU: 0.630
2023-07-28 00:46:52,040 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.933, mIoU: 0.630
2023-07-28 00:46:52,150 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.933, mIoU: 0.630
2023-07-28 00:46:52,260 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.933, mIoU: 0.630
2023-07-28 00:46:52,368 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.933, mIoU: 0.630
2023-07-28 00:46:52,486 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.933, mIoU: 0.630
2023-07-28 00:46:52,591 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.933, mIoU: 0.630
2023-07-28 00:46:52,695 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.933, mIoU: 0.630
2023-07-28 00:46:52,800 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.933, mIoU: 0.630
2023-07-28 00:46:52,904 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.933, mIoU: 0.630
2023-07-28 00:46:53,014 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.933, mIoU: 0.630
2023-07-28 00:46:53,119 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.933, mIoU: 0.631
2023-07-28 00:46:53,226 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.933, mIoU: 0.631
2023-07-28 00:46:53,338 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.933, mIoU: 0.631
2023-07-28 00:46:53,444 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.933, mIoU: 0.631
2023-07-28 00:46:53,550 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.933, mIoU: 0.631
2023-07-28 00:46:53,661 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.933, mIoU: 0.631
2023-07-28 00:46:53,772 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.933, mIoU: 0.631
2023-07-28 00:46:53,882 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.933, mIoU: 0.631
2023-07-28 00:46:53,992 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.933, mIoU: 0.632
2023-07-28 00:46:54,101 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.933, mIoU: 0.632
2023-07-28 00:46:54,212 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.933, mIoU: 0.632
2023-07-28 00:46:54,316 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.933, mIoU: 0.632
2023-07-28 00:46:54,421 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.933, mIoU: 0.632
2023-07-28 00:46:54,523 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.933, mIoU: 0.632
2023-07-28 00:46:54,626 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.933, mIoU: 0.632
2023-07-28 00:46:54,728 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.933, mIoU: 0.632
2023-07-28 00:46:54,830 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.933, mIoU: 0.632
2023-07-28 00:47:27,207 semantic_segmentation INFO: Iters: 12010/150000 || Lr: 0.018553 || Task Loss: 0.2551 || KD Loss: 0.0765|| 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: 11:04:34 || Estimated Time: 5 days, 7:15:23
2023-07-28 00:47:58,932 semantic_segmentation INFO: Iters: 12020/150000 || Lr: 0.018552 || Task Loss: 0.2385 || KD Loss: 0.0765|| 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: 11:05:05 || Estimated Time: 5 days, 7:14:33
2023-07-28 00:48:30,689 semantic_segmentation INFO: Iters: 12030/150000 || Lr: 0.018551 || Task Loss: 0.2056 || KD Loss: 0.0749|| 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: 11:05:37 || Estimated Time: 5 days, 7:13:43
2023-07-28 00:49:02,528 semantic_segmentation INFO: Iters: 12040/150000 || Lr: 0.018549 || Task Loss: 0.2221 || KD Loss: 0.0721|| 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: 11:06:09 || Estimated Time: 5 days, 7:12:55
2023-07-28 00:49:34,282 semantic_segmentation INFO: Iters: 12050/150000 || Lr: 0.018548 || Task Loss: 0.3004 || KD Loss: 0.1111|| 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: 11:06:41 || Estimated Time: 5 days, 7:12:05
2023-07-28 00:50:06,137 semantic_segmentation INFO: Iters: 12060/150000 || Lr: 0.018547 || Task Loss: 0.2445 || KD Loss: 0.0653|| 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: 11:07:12 || Estimated Time: 5 days, 7:11:16
2023-07-28 00:50:37,864 semantic_segmentation INFO: Iters: 12070/150000 || Lr: 0.018546 || Task Loss: 0.2410 || KD Loss: 0.0800|| 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: 11:07:44 || Estimated Time: 5 days, 7:10:27
2023-07-28 00:51:09,612 semantic_segmentation INFO: Iters: 12080/150000 || Lr: 0.018545 || Task Loss: 0.3796 || KD Loss: 0.1626|| 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: 11:08:16 || Estimated Time: 5 days, 7:09:37
2023-07-28 00:51:41,569 semantic_segmentation INFO: Iters: 12090/150000 || Lr: 0.018543 || Task Loss: 0.3876 || KD Loss: 0.1633|| 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: 11:08:48 || Estimated Time: 5 days, 7:08:49
2023-07-28 00:52:13,351 semantic_segmentation INFO: Iters: 12100/150000 || Lr: 0.018542 || Task Loss: 0.3316 || KD Loss: 0.1320|| 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: 11:09:20 || Estimated Time: 5 days, 7:08:00
2023-07-28 00:52:45,246 semantic_segmentation INFO: Iters: 12110/150000 || Lr: 0.018541 || Task Loss: 0.2384 || KD Loss: 0.1400|| 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: 11:09:52 || Estimated Time: 5 days, 7:07:13
2023-07-28 00:53:17,131 semantic_segmentation INFO: Iters: 12120/150000 || Lr: 0.018540 || Task Loss: 0.1677 || KD Loss: 0.0686|| 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: 11:10:23 || Estimated Time: 5 days, 7:06:24
2023-07-28 00:53:49,026 semantic_segmentation INFO: Iters: 12130/150000 || Lr: 0.018538 || Task Loss: 0.3170 || KD Loss: 0.1195|| 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: 11:10:55 || Estimated Time: 5 days, 7:05:37
2023-07-28 00:54:20,790 semantic_segmentation INFO: Iters: 12140/150000 || Lr: 0.018537 || Task Loss: 0.2112 || KD Loss: 0.0813|| 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: 11:11:27 || Estimated Time: 5 days, 7:04:48
2023-07-28 00:54:52,640 semantic_segmentation INFO: Iters: 12150/150000 || Lr: 0.018536 || Task Loss: 0.2913 || KD Loss: 0.1076|| 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: 11:11:59 || Estimated Time: 5 days, 7:03:59
2023-07-28 00:55:24,488 semantic_segmentation INFO: Iters: 12160/150000 || Lr: 0.018535 || Task Loss: 0.2196 || KD Loss: 0.0737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1315|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:12:31 || Estimated Time: 5 days, 7:03:11
2023-07-28 00:55:56,335 semantic_segmentation INFO: Iters: 12170/150000 || Lr: 0.018534 || Task Loss: 0.3639 || KD Loss: 0.1486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1329|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:13:03 || Estimated Time: 5 days, 7:02:22
2023-07-28 00:56:28,173 semantic_segmentation INFO: Iters: 12180/150000 || Lr: 0.018532 || Task Loss: 0.4122 || KD Loss: 0.1461|| 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: 11:13:35 || Estimated Time: 5 days, 7:01:34
2023-07-28 00:57:00,003 semantic_segmentation INFO: Iters: 12190/150000 || Lr: 0.018531 || Task Loss: 0.2414 || KD Loss: 0.0765|| 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: 11:14:06 || Estimated Time: 5 days, 7:00:45
2023-07-28 00:57:31,916 semantic_segmentation INFO: Iters: 12200/150000 || Lr: 0.018530 || Task Loss: 0.2522 || KD Loss: 0.1078|| 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: 11:14:38 || Estimated Time: 5 days, 6:59:58
2023-07-28 00:58:03,813 semantic_segmentation INFO: Iters: 12210/150000 || Lr: 0.018529 || Task Loss: 0.2677 || KD Loss: 0.0840|| 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: 11:15:10 || Estimated Time: 5 days, 6:59:11
2023-07-28 00:58:35,742 semantic_segmentation INFO: Iters: 12220/150000 || Lr: 0.018528 || Task Loss: 0.1868 || KD Loss: 0.0617|| 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: 11:15:42 || Estimated Time: 5 days, 6:58:23
2023-07-28 00:59:07,624 semantic_segmentation INFO: Iters: 12230/150000 || Lr: 0.018526 || Task Loss: 0.2420 || KD Loss: 0.0877|| 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: 11:16:14 || Estimated Time: 5 days, 6:57:35
2023-07-28 00:59:39,612 semantic_segmentation INFO: Iters: 12240/150000 || Lr: 0.018525 || Task Loss: 0.2706 || KD Loss: 0.0774|| 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: 11:16:46 || Estimated Time: 5 days, 6:56:49
2023-07-28 01:00:11,457 semantic_segmentation INFO: Iters: 12250/150000 || Lr: 0.018524 || Task Loss: 0.2803 || KD Loss: 0.1009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:17:18 || Estimated Time: 5 days, 6:56:01
2023-07-28 01:00:43,340 semantic_segmentation INFO: Iters: 12260/150000 || Lr: 0.018523 || Task Loss: 0.3415 || KD Loss: 0.1279|| 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: 11:17:50 || Estimated Time: 5 days, 6:55:13
2023-07-28 01:01:17,684 semantic_segmentation INFO: Iters: 12270/150000 || Lr: 0.018522 || Task Loss: 0.2926 || KD Loss: 0.0986|| 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: 11:18:24 || Estimated Time: 5 days, 6:54:50
2023-07-28 01:01:50,253 semantic_segmentation INFO: Iters: 12280/150000 || Lr: 0.018520 || Task Loss: 0.2832 || KD Loss: 0.0942|| 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: 11:18:57 || Estimated Time: 5 days, 6:54:13
2023-07-28 01:02:22,129 semantic_segmentation INFO: Iters: 12290/150000 || Lr: 0.018519 || Task Loss: 0.2240 || KD Loss: 0.0683|| 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: 11:19:28 || Estimated Time: 5 days, 6:53:25
2023-07-28 01:02:54,019 semantic_segmentation INFO: Iters: 12300/150000 || Lr: 0.018518 || Task Loss: 0.1886 || KD Loss: 0.0796|| 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: 11:20:00 || Estimated Time: 5 days, 6:52:38
2023-07-28 01:03:25,843 semantic_segmentation INFO: Iters: 12310/150000 || Lr: 0.018517 || Task Loss: 0.2888 || KD Loss: 0.0992|| 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: 11:20:32 || Estimated Time: 5 days, 6:51:49
2023-07-28 01:03:57,763 semantic_segmentation INFO: Iters: 12320/150000 || Lr: 0.018515 || Task Loss: 0.2840 || KD Loss: 0.1196|| 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: 11:21:04 || Estimated Time: 5 days, 6:51:02
2023-07-28 01:04:29,653 semantic_segmentation INFO: Iters: 12330/150000 || Lr: 0.018514 || Task Loss: 0.2710 || KD Loss: 0.0857|| 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: 11:21:36 || Estimated Time: 5 days, 6:50:15
2023-07-28 01:05:01,496 semantic_segmentation INFO: Iters: 12340/150000 || Lr: 0.018513 || Task Loss: 0.2091 || KD Loss: 0.0712|| 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: 11:22:08 || Estimated Time: 5 days, 6:49:27
2023-07-28 01:05:33,341 semantic_segmentation INFO: Iters: 12350/150000 || Lr: 0.018512 || Task Loss: 0.3480 || KD Loss: 0.1161|| 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: 11:22:40 || Estimated Time: 5 days, 6:48:39
2023-07-28 01:06:05,120 semantic_segmentation INFO: Iters: 12360/150000 || Lr: 0.018511 || Task Loss: 0.2285 || KD Loss: 0.0675|| 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: 11:23:11 || Estimated Time: 5 days, 6:47:51
2023-07-28 01:06:36,882 semantic_segmentation INFO: Iters: 12370/150000 || Lr: 0.018509 || Task Loss: 0.2976 || KD Loss: 0.1106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1375|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:23:43 || Estimated Time: 5 days, 6:47:02
2023-07-28 01:07:08,701 semantic_segmentation INFO: Iters: 12380/150000 || Lr: 0.018508 || Task Loss: 0.3540 || KD Loss: 0.1636|| 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: 11:24:15 || Estimated Time: 5 days, 6:46:14
2023-07-28 01:07:40,536 semantic_segmentation INFO: Iters: 12390/150000 || Lr: 0.018507 || Task Loss: 0.3202 || KD Loss: 0.1108|| 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: 11:24:47 || Estimated Time: 5 days, 6:45:26
2023-07-28 01:08:12,414 semantic_segmentation INFO: Iters: 12400/150000 || Lr: 0.018506 || Task Loss: 0.2588 || KD Loss: 0.0818|| 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: 11:25:19 || Estimated Time: 5 days, 6:44:38
2023-07-28 01:08:44,244 semantic_segmentation INFO: Iters: 12410/150000 || Lr: 0.018505 || Task Loss: 0.2339 || KD Loss: 0.0664|| 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: 11:25:51 || Estimated Time: 5 days, 6:43:50
2023-07-28 01:09:16,053 semantic_segmentation INFO: Iters: 12420/150000 || Lr: 0.018503 || Task Loss: 0.2632 || KD Loss: 0.0810|| 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: 11:26:22 || Estimated Time: 5 days, 6:43:02
2023-07-28 01:09:47,903 semantic_segmentation INFO: Iters: 12430/150000 || Lr: 0.018502 || Task Loss: 0.3062 || KD Loss: 0.0923|| 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: 11:26:54 || Estimated Time: 5 days, 6:42:15
2023-07-28 01:10:19,756 semantic_segmentation INFO: Iters: 12440/150000 || Lr: 0.018501 || Task Loss: 0.3424 || KD Loss: 0.1259|| 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: 11:27:26 || Estimated Time: 5 days, 6:41:27
2023-07-28 01:10:51,606 semantic_segmentation INFO: Iters: 12450/150000 || Lr: 0.018500 || Task Loss: 0.2938 || KD Loss: 0.1018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1340|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:27:58 || Estimated Time: 5 days, 6:40:40
2023-07-28 01:11:23,556 semantic_segmentation INFO: Iters: 12460/150000 || Lr: 0.018499 || Task Loss: 0.2834 || KD Loss: 0.0843|| 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: 11:28:30 || Estimated Time: 5 days, 6:39:53
2023-07-28 01:11:55,347 semantic_segmentation INFO: Iters: 12470/150000 || Lr: 0.018497 || Task Loss: 0.2698 || KD Loss: 0.0774|| 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: 11:29:02 || Estimated Time: 5 days, 6:39:05
2023-07-28 01:12:27,240 semantic_segmentation INFO: Iters: 12480/150000 || Lr: 0.018496 || Task Loss: 0.2603 || KD Loss: 0.0972|| 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: 11:29:34 || Estimated Time: 5 days, 6:38:18
2023-07-28 01:12:59,091 semantic_segmentation INFO: Iters: 12490/150000 || Lr: 0.018495 || Task Loss: 0.3214 || KD Loss: 0.1534|| 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: 11:30:05 || Estimated Time: 5 days, 6:37:30
2023-07-28 01:13:31,047 semantic_segmentation INFO: Iters: 12500/150000 || Lr: 0.018494 || Task Loss: 0.3415 || KD Loss: 0.1355|| 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: 11:30:37 || Estimated Time: 5 days, 6:36:44
2023-07-28 01:14:02,804 semantic_segmentation INFO: Iters: 12510/150000 || Lr: 0.018492 || Task Loss: 0.2372 || KD Loss: 0.0869|| 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: 11:31:09 || Estimated Time: 5 days, 6:35:56
2023-07-28 01:14:34,764 semantic_segmentation INFO: Iters: 12520/150000 || Lr: 0.018491 || Task Loss: 0.2357 || KD Loss: 0.0718|| 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: 11:31:41 || Estimated Time: 5 days, 6:35:09
2023-07-28 01:15:06,670 semantic_segmentation INFO: Iters: 12530/150000 || Lr: 0.018490 || Task Loss: 0.2445 || KD Loss: 0.0917|| 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: 11:32:13 || Estimated Time: 5 days, 6:34:23
2023-07-28 01:15:38,660 semantic_segmentation INFO: Iters: 12540/150000 || Lr: 0.018489 || Task Loss: 0.1786 || KD Loss: 0.0790|| 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: 11:32:45 || Estimated Time: 5 days, 6:33:37
2023-07-28 01:16:10,493 semantic_segmentation INFO: Iters: 12550/150000 || Lr: 0.018488 || Task Loss: 0.2598 || KD Loss: 0.0786|| 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: 11:33:17 || Estimated Time: 5 days, 6:32:50
2023-07-28 01:16:42,365 semantic_segmentation INFO: Iters: 12560/150000 || Lr: 0.018486 || Task Loss: 0.3181 || KD Loss: 0.0930|| 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: 11:33:49 || Estimated Time: 5 days, 6:32:02
2023-07-28 01:17:14,185 semantic_segmentation INFO: Iters: 12570/150000 || Lr: 0.018485 || Task Loss: 0.3264 || KD Loss: 0.1032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1363|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:34:21 || Estimated Time: 5 days, 6:31:15
2023-07-28 01:17:45,969 semantic_segmentation INFO: Iters: 12580/150000 || Lr: 0.018484 || Task Loss: 0.2012 || KD Loss: 0.0804|| 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: 11:34:52 || Estimated Time: 5 days, 6:30:27
2023-07-28 01:18:17,783 semantic_segmentation INFO: Iters: 12590/150000 || Lr: 0.018483 || Task Loss: 0.3509 || KD Loss: 0.1579|| 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: 11:35:24 || Estimated Time: 5 days, 6:29:39
2023-07-28 01:18:49,549 semantic_segmentation INFO: Iters: 12600/150000 || Lr: 0.018482 || Task Loss: 0.2904 || KD Loss: 0.1149|| 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: 11:35:56 || Estimated Time: 5 days, 6:28:51
2023-07-28 01:19:21,260 semantic_segmentation INFO: Iters: 12610/150000 || Lr: 0.018480 || Task Loss: 0.2609 || KD Loss: 0.1042|| 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: 11:36:28 || Estimated Time: 5 days, 6:28:02
2023-07-28 01:19:53,094 semantic_segmentation INFO: Iters: 12620/150000 || Lr: 0.018479 || Task Loss: 0.3268 || KD Loss: 0.1187|| 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: 11:36:59 || Estimated Time: 5 days, 6:27:15
2023-07-28 01:20:24,839 semantic_segmentation INFO: Iters: 12630/150000 || Lr: 0.018478 || Task Loss: 0.2221 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1340|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 5 days, 6:26:27
2023-07-28 01:20:56,722 semantic_segmentation INFO: Iters: 12640/150000 || Lr: 0.018477 || Task Loss: 0.2338 || KD Loss: 0.0751|| 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: 11:38:03 || Estimated Time: 5 days, 6:25:40
2023-07-28 01:21:28,536 semantic_segmentation INFO: Iters: 12650/150000 || Lr: 0.018476 || Task Loss: 0.2934 || KD Loss: 0.0891|| 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: 11:38:35 || Estimated Time: 5 days, 6:24:53
2023-07-28 01:22:00,405 semantic_segmentation INFO: Iters: 12660/150000 || Lr: 0.018474 || Task Loss: 0.2868 || KD Loss: 0.0856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1363|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:39:07 || Estimated Time: 5 days, 6:24:05
2023-07-28 01:22:32,150 semantic_segmentation INFO: Iters: 12670/150000 || Lr: 0.018473 || Task Loss: 0.2719 || KD Loss: 0.0709|| 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: 11:39:39 || Estimated Time: 5 days, 6:23:17
2023-07-28 01:23:03,979 semantic_segmentation INFO: Iters: 12680/150000 || Lr: 0.018472 || Task Loss: 0.2887 || KD Loss: 0.1020|| 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: 11:40:10 || Estimated Time: 5 days, 6:22:30
2023-07-28 01:23:36,069 semantic_segmentation INFO: Iters: 12690/150000 || Lr: 0.018471 || Task Loss: 0.3271 || KD Loss: 0.0946|| 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: 11:40:42 || Estimated Time: 5 days, 6:21:44
2023-07-28 01:24:10,846 semantic_segmentation INFO: Iters: 12700/150000 || Lr: 0.018469 || Task Loss: 0.2644 || KD Loss: 0.1037|| 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: 11:41:17 || Estimated Time: 5 days, 6:21:31
2023-07-28 01:24:42,609 semantic_segmentation INFO: Iters: 12710/150000 || Lr: 0.018468 || Task Loss: 0.2927 || KD Loss: 0.0899|| 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: 11:41:49 || Estimated Time: 5 days, 6:20:42
2023-07-28 01:25:14,434 semantic_segmentation INFO: Iters: 12720/150000 || Lr: 0.018467 || Task Loss: 0.2807 || KD Loss: 0.0980|| 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: 11:42:21 || Estimated Time: 5 days, 6:19:55
2023-07-28 01:25:46,272 semantic_segmentation INFO: Iters: 12730/150000 || Lr: 0.018466 || Task Loss: 0.3621 || KD Loss: 0.1339|| 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: 11:42:53 || Estimated Time: 5 days, 6:19:08
2023-07-28 01:26:18,028 semantic_segmentation INFO: Iters: 12740/150000 || Lr: 0.018465 || Task Loss: 0.2738 || KD Loss: 0.1022|| 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: 11:43:24 || Estimated Time: 5 days, 6:18:21
2023-07-28 01:26:49,909 semantic_segmentation INFO: Iters: 12750/150000 || Lr: 0.018463 || Task Loss: 0.3579 || KD Loss: 0.1201|| 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: 11:43:56 || Estimated Time: 5 days, 6:17:34
2023-07-28 01:27:21,724 semantic_segmentation INFO: Iters: 12760/150000 || Lr: 0.018462 || Task Loss: 0.3134 || KD Loss: 0.1086|| 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: 11:44:28 || Estimated Time: 5 days, 6:16:47
2023-07-28 01:27:53,438 semantic_segmentation INFO: Iters: 12770/150000 || Lr: 0.018461 || Task Loss: 0.5483 || KD Loss: 0.2324|| 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: 11:45:00 || Estimated Time: 5 days, 6:15:58
2023-07-28 01:28:25,174 semantic_segmentation INFO: Iters: 12780/150000 || Lr: 0.018460 || Task Loss: 0.3277 || KD Loss: 0.1504|| 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: 11:45:32 || Estimated Time: 5 days, 6:15:10
2023-07-28 01:28:56,961 semantic_segmentation INFO: Iters: 12790/150000 || Lr: 0.018459 || Task Loss: 0.2718 || KD Loss: 0.2042|| 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: 11:46:03 || Estimated Time: 5 days, 6:14:23
2023-07-28 01:29:28,693 semantic_segmentation INFO: Iters: 12800/150000 || Lr: 0.018457 || Task Loss: 0.3008 || KD Loss: 0.1326|| 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: 11:46:35 || Estimated Time: 5 days, 6:13:35
2023-07-28 01:29:28,761 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 01:29:29,566 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.913, mIoU: 0.366
2023-07-28 01:29:29,674 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.943, mIoU: 0.460
2023-07-28 01:29:29,782 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.947, mIoU: 0.453
2023-07-28 01:29:29,887 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.950, mIoU: 0.480
2023-07-28 01:29:29,991 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.954, mIoU: 0.477
2023-07-28 01:29:30,099 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.955, mIoU: 0.481
2023-07-28 01:29:30,207 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.956, mIoU: 0.534
2023-07-28 01:29:30,322 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.957, mIoU: 0.558
2023-07-28 01:29:30,431 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.957, mIoU: 0.582
2023-07-28 01:29:30,538 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.951, mIoU: 0.628
2023-07-28 01:29:30,641 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.951, mIoU: 0.623
2023-07-28 01:29:30,745 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.636
2023-07-28 01:29:30,849 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.947, mIoU: 0.629
2023-07-28 01:29:30,951 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.943, mIoU: 0.611
2023-07-28 01:29:31,055 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.939, mIoU: 0.592
2023-07-28 01:29:31,159 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.938, mIoU: 0.590
2023-07-28 01:29:31,262 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.938, mIoU: 0.586
2023-07-28 01:29:31,373 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.938, mIoU: 0.589
2023-07-28 01:29:31,481 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.937, mIoU: 0.595
2023-07-28 01:29:31,587 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.938, mIoU: 0.602
2023-07-28 01:29:31,693 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.937, mIoU: 0.605
2023-07-28 01:29:31,800 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.938, mIoU: 0.635
2023-07-28 01:29:31,907 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.938, mIoU: 0.635
2023-07-28 01:29:32,012 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.937, mIoU: 0.643
2023-07-28 01:29:32,116 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.933, mIoU: 0.637
2023-07-28 01:29:32,221 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.933, mIoU: 0.638
2023-07-28 01:29:32,330 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.932, mIoU: 0.630
2023-07-28 01:29:32,436 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.931, mIoU: 0.627
2023-07-28 01:29:32,541 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.931, mIoU: 0.626
2023-07-28 01:29:32,646 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.930, mIoU: 0.626
2023-07-28 01:29:32,753 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.931, mIoU: 0.625
2023-07-28 01:29:32,859 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.930, mIoU: 0.624
2023-07-28 01:29:32,967 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.931, mIoU: 0.629
2023-07-28 01:29:33,076 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.931, mIoU: 0.629
2023-07-28 01:29:33,183 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.931, mIoU: 0.630
2023-07-28 01:29:33,289 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.931, mIoU: 0.630
2023-07-28 01:29:33,396 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.931, mIoU: 0.627
2023-07-28 01:29:33,498 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.930, mIoU: 0.627
2023-07-28 01:29:33,601 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.929, mIoU: 0.621
2023-07-28 01:29:33,705 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.930, mIoU: 0.622
2023-07-28 01:29:33,809 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.931, mIoU: 0.622
2023-07-28 01:29:33,911 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.931, mIoU: 0.621
2023-07-28 01:29:34,013 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.931, mIoU: 0.622
2023-07-28 01:29:34,116 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.932, mIoU: 0.623
2023-07-28 01:29:34,218 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.932, mIoU: 0.623
2023-07-28 01:29:34,322 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.933, mIoU: 0.623
2023-07-28 01:29:34,427 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.933, mIoU: 0.622
2023-07-28 01:29:34,532 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.934, mIoU: 0.620
2023-07-28 01:29:34,636 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.934, mIoU: 0.622
2023-07-28 01:29:34,738 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.934, mIoU: 0.624
2023-07-28 01:29:34,843 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.933, mIoU: 0.623
2023-07-28 01:29:34,947 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.932, mIoU: 0.629
2023-07-28 01:29:35,048 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.932, mIoU: 0.629
2023-07-28 01:29:35,152 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.932, mIoU: 0.632
2023-07-28 01:29:35,256 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.931, mIoU: 0.631
2023-07-28 01:29:35,360 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.931, mIoU: 0.629
2023-07-28 01:29:35,462 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.931, mIoU: 0.629
2023-07-28 01:29:35,567 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-28 01:29:35,672 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.931, mIoU: 0.634
2023-07-28 01:29:35,775 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.931, mIoU: 0.632
2023-07-28 01:29:35,883 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.931, mIoU: 0.637
2023-07-28 01:29:35,993 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.931, mIoU: 0.638
2023-07-28 01:29:36,099 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.930, mIoU: 0.637
2023-07-28 01:29:36,203 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.930, mIoU: 0.633
2023-07-28 01:29:36,314 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-28 01:29:36,426 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.929, mIoU: 0.636
2023-07-28 01:29:36,530 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.928, mIoU: 0.633
2023-07-28 01:29:36,635 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.928, mIoU: 0.633
2023-07-28 01:29:36,744 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.927, mIoU: 0.632
2023-07-28 01:29:36,854 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.928, mIoU: 0.631
2023-07-28 01:29:36,962 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.928, mIoU: 0.632
2023-07-28 01:29:37,070 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.929, mIoU: 0.632
2023-07-28 01:29:37,181 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.929, mIoU: 0.631
2023-07-28 01:29:37,290 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.929, mIoU: 0.630
2023-07-28 01:29:37,397 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.929, mIoU: 0.632
2023-07-28 01:29:37,502 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.929, mIoU: 0.631
2023-07-28 01:29:37,603 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.929, mIoU: 0.631
2023-07-28 01:29:37,706 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.929, mIoU: 0.630
2023-07-28 01:29:37,810 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.929, mIoU: 0.630
2023-07-28 01:29:37,914 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.929, mIoU: 0.631
2023-07-28 01:29:38,018 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.929, mIoU: 0.632
2023-07-28 01:29:38,121 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.929, mIoU: 0.632
2023-07-28 01:29:38,224 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.929, mIoU: 0.632
2023-07-28 01:29:38,327 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.928, mIoU: 0.628
2023-07-28 01:29:38,434 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.925, mIoU: 0.621
2023-07-28 01:29:38,537 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.925, mIoU: 0.621
2023-07-28 01:29:38,643 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.925, mIoU: 0.622
2023-07-28 01:29:38,753 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.926, mIoU: 0.622
2023-07-28 01:29:38,868 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.926, mIoU: 0.621
2023-07-28 01:29:38,972 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.926, mIoU: 0.621
2023-07-28 01:29:39,075 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.926, mIoU: 0.621
2023-07-28 01:29:39,185 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.926, mIoU: 0.647
2023-07-28 01:29:39,296 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.926, mIoU: 0.646
2023-07-28 01:29:39,401 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.926, mIoU: 0.647
2023-07-28 01:29:39,507 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.927, mIoU: 0.647
2023-07-28 01:29:39,615 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.927, mIoU: 0.647
2023-07-28 01:29:39,726 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.927, mIoU: 0.647
2023-07-28 01:29:39,837 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.927, mIoU: 0.647
2023-07-28 01:29:39,946 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.926, mIoU: 0.646
2023-07-28 01:29:40,051 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.926, mIoU: 0.646
2023-07-28 01:29:40,157 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.925, mIoU: 0.646
2023-07-28 01:29:40,261 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.924, mIoU: 0.645
2023-07-28 01:29:40,364 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.924, mIoU: 0.645
2023-07-28 01:29:40,469 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.925, mIoU: 0.645
2023-07-28 01:29:40,572 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.925, mIoU: 0.645
2023-07-28 01:29:40,674 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.925, mIoU: 0.645
2023-07-28 01:29:40,779 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.925, mIoU: 0.645
2023-07-28 01:29:40,883 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.926, mIoU: 0.647
2023-07-28 01:29:40,987 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.926, mIoU: 0.646
2023-07-28 01:29:41,091 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.925, mIoU: 0.645
2023-07-28 01:29:41,195 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.925, mIoU: 0.646
2023-07-28 01:29:41,300 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.925, mIoU: 0.645
2023-07-28 01:29:41,405 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.925, mIoU: 0.645
2023-07-28 01:29:41,521 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.925, mIoU: 0.645
2023-07-28 01:29:41,628 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.926, mIoU: 0.645
2023-07-28 01:29:41,736 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.925, mIoU: 0.644
2023-07-28 01:29:41,845 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.925, mIoU: 0.645
2023-07-28 01:29:41,952 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.925, mIoU: 0.642
2023-07-28 01:29:42,059 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.924, mIoU: 0.643
2023-07-28 01:29:42,171 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.924, mIoU: 0.643
2023-07-28 01:29:42,277 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.925, mIoU: 0.643
2023-07-28 01:29:42,384 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.924, mIoU: 0.642
2023-07-28 01:29:42,495 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.925, mIoU: 0.642
2023-07-28 01:29:42,604 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.925, mIoU: 0.644
2023-07-28 01:29:42,711 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.925, mIoU: 0.645
2023-07-28 01:29:42,817 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.924, mIoU: 0.642
2023-07-28 01:29:42,920 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.924, mIoU: 0.644
2023-07-28 01:29:43,024 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.924, mIoU: 0.644
2023-07-28 01:29:43,127 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.924, mIoU: 0.644
2023-07-28 01:29:43,234 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.924, mIoU: 0.644
2023-07-28 01:29:43,338 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.925, mIoU: 0.643
2023-07-28 01:29:43,440 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.925, mIoU: 0.643
2023-07-28 01:29:43,544 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.925, mIoU: 0.643
2023-07-28 01:29:43,648 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.925, mIoU: 0.643
2023-07-28 01:29:43,751 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.926, mIoU: 0.643
2023-07-28 01:29:43,856 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.926, mIoU: 0.643
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2023-07-28 01:30:04,767 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.927, mIoU: 0.630
2023-07-28 01:30:04,877 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.927, mIoU: 0.630
2023-07-28 01:30:04,984 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.927, mIoU: 0.630
2023-07-28 01:30:05,096 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.928, mIoU: 0.630
2023-07-28 01:30:05,205 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.928, mIoU: 0.630
2023-07-28 01:30:05,311 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.928, mIoU: 0.630
2023-07-28 01:30:05,417 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.928, mIoU: 0.630
2023-07-28 01:30:05,524 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.928, mIoU: 0.630
2023-07-28 01:30:05,634 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.928, mIoU: 0.630
2023-07-28 01:30:05,744 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.928, mIoU: 0.631
2023-07-28 01:30:05,853 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.928, mIoU: 0.631
2023-07-28 01:30:05,958 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.928, mIoU: 0.631
2023-07-28 01:30:06,062 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.929, mIoU: 0.631
2023-07-28 01:30:06,167 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.929, mIoU: 0.631
2023-07-28 01:30:06,269 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.929, mIoU: 0.631
2023-07-28 01:30:06,373 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.929, mIoU: 0.632
2023-07-28 01:30:06,479 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.929, mIoU: 0.632
2023-07-28 01:30:06,582 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.929, mIoU: 0.632
2023-07-28 01:30:06,687 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.929, mIoU: 0.632
2023-07-28 01:30:06,793 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.929, mIoU: 0.632
2023-07-28 01:30:06,900 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.929, mIoU: 0.632
2023-07-28 01:30:07,004 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.929, mIoU: 0.632
2023-07-28 01:30:07,110 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.929, mIoU: 0.632
2023-07-28 01:30:07,214 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.929, mIoU: 0.632
2023-07-28 01:30:07,319 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.929, mIoU: 0.632
2023-07-28 01:30:07,424 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.929, mIoU: 0.632
2023-07-28 01:30:07,529 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.930, mIoU: 0.633
2023-07-28 01:30:07,639 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.930, mIoU: 0.633
2023-07-28 01:30:07,750 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.930, mIoU: 0.633
2023-07-28 01:30:07,856 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.930, mIoU: 0.633
2023-07-28 01:30:07,962 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.930, mIoU: 0.633
2023-07-28 01:30:08,074 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.930, mIoU: 0.633
2023-07-28 01:30:08,186 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.930, mIoU: 0.634
2023-07-28 01:30:08,294 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.930, mIoU: 0.634
2023-07-28 01:30:08,405 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.930, mIoU: 0.634
2023-07-28 01:30:08,512 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.930, mIoU: 0.634
2023-07-28 01:30:08,621 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.930, mIoU: 0.635
2023-07-28 01:30:08,725 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.930, mIoU: 0.635
2023-07-28 01:30:08,829 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.931, mIoU: 0.635
2023-07-28 01:30:08,935 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.931, mIoU: 0.635
2023-07-28 01:30:09,039 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.931, mIoU: 0.635
2023-07-28 01:30:09,145 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.931, mIoU: 0.635
2023-07-28 01:30:09,249 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.931, mIoU: 0.635
2023-07-28 01:30:09,354 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.931, mIoU: 0.635
2023-07-28 01:30:09,459 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.931, mIoU: 0.635
2023-07-28 01:30:09,562 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-28 01:30:09,667 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-28 01:30:09,771 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-28 01:30:09,875 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-28 01:30:09,981 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.931, mIoU: 0.637
2023-07-28 01:30:10,085 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.931, mIoU: 0.637
2023-07-28 01:30:10,189 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.931, mIoU: 0.637
2023-07-28 01:30:10,297 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.932, mIoU: 0.637
2023-07-28 01:30:10,409 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.931, mIoU: 0.637
2023-07-28 01:30:10,516 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.932, mIoU: 0.637
2023-07-28 01:30:10,625 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.932, mIoU: 0.637
2023-07-28 01:30:10,736 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.932, mIoU: 0.637
2023-07-28 01:30:10,848 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.932, mIoU: 0.638
2023-07-28 01:30:10,960 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.932, mIoU: 0.638
2023-07-28 01:30:11,069 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.932, mIoU: 0.638
2023-07-28 01:30:11,178 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.932, mIoU: 0.638
2023-07-28 01:30:11,286 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.932, mIoU: 0.638
2023-07-28 01:30:11,390 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.932, mIoU: 0.639
2023-07-28 01:30:11,493 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.932, mIoU: 0.639
2023-07-28 01:30:11,597 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.932, mIoU: 0.639
2023-07-28 01:30:11,701 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.932, mIoU: 0.639
2023-07-28 01:30:11,805 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.933, mIoU: 0.639
2023-07-28 01:30:11,910 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.933, mIoU: 0.639
2023-07-28 01:30:12,014 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.933, mIoU: 0.639
2023-07-28 01:30:12,119 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.933, mIoU: 0.639
2023-07-28 01:30:12,224 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.933, mIoU: 0.639
2023-07-28 01:30:12,329 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.933, mIoU: 0.639
2023-07-28 01:30:12,431 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.933, mIoU: 0.640
2023-07-28 01:30:12,535 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.933, mIoU: 0.640
2023-07-28 01:30:12,640 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.933, mIoU: 0.639
2023-07-28 01:30:12,745 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.933, mIoU: 0.640
2023-07-28 01:30:12,851 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.933, mIoU: 0.640
2023-07-28 01:30:12,963 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.933, mIoU: 0.640
2023-07-28 01:30:13,074 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.933, mIoU: 0.640
2023-07-28 01:30:13,181 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.933, mIoU: 0.640
2023-07-28 01:30:13,289 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.933, mIoU: 0.640
2023-07-28 01:30:13,400 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.934, mIoU: 0.640
2023-07-28 01:30:13,511 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.934, mIoU: 0.640
2023-07-28 01:30:13,623 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.934, mIoU: 0.640
2023-07-28 01:30:13,733 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.934, mIoU: 0.640
2023-07-28 01:30:13,839 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.934, mIoU: 0.641
2023-07-28 01:30:13,949 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.934, mIoU: 0.641
2023-07-28 01:30:14,053 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.934, mIoU: 0.642
2023-07-28 01:30:14,157 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.934, mIoU: 0.642
2023-07-28 01:30:14,261 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.934, mIoU: 0.642
2023-07-28 01:30:14,365 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.934, mIoU: 0.642
2023-07-28 01:30:14,470 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.934, mIoU: 0.642
2023-07-28 01:30:14,574 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.934, mIoU: 0.642
2023-07-28 01:30:14,678 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.934, mIoU: 0.642
2023-07-28 01:30:14,781 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.935, mIoU: 0.643
2023-07-28 01:30:14,886 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.935, mIoU: 0.643
2023-07-28 01:30:14,994 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.935, mIoU: 0.642
2023-07-28 01:30:15,097 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.935, mIoU: 0.643
2023-07-28 01:30:15,202 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.935, mIoU: 0.643
2023-07-28 01:30:15,305 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.935, mIoU: 0.643
2023-07-28 01:30:15,410 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.935, mIoU: 0.643
2023-07-28 01:30:15,518 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.935, mIoU: 0.643
2023-07-28 01:30:15,628 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.935, mIoU: 0.643
2023-07-28 01:30:15,743 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.935, mIoU: 0.643
2023-07-28 01:30:15,849 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.935, mIoU: 0.643
2023-07-28 01:30:15,955 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.935, mIoU: 0.643
2023-07-28 01:30:16,067 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.935, mIoU: 0.643
2023-07-28 01:30:16,180 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.935, mIoU: 0.643
2023-07-28 01:30:16,290 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.935, mIoU: 0.643
2023-07-28 01:30:16,402 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.935, mIoU: 0.643
2023-07-28 01:30:16,511 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.936, mIoU: 0.643
2023-07-28 01:30:16,618 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.936, mIoU: 0.643
2023-07-28 01:30:16,722 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.936, mIoU: 0.643
2023-07-28 01:30:16,826 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.936, mIoU: 0.643
2023-07-28 01:30:16,930 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.936, mIoU: 0.643
2023-07-28 01:30:17,037 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.936, mIoU: 0.643
2023-07-28 01:30:17,146 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.936, mIoU: 0.643
2023-07-28 01:30:17,252 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.936, mIoU: 0.643
2023-07-28 01:30:17,358 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.936, mIoU: 0.643
2023-07-28 01:30:17,464 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.936, mIoU: 0.643
2023-07-28 01:30:17,570 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.936, mIoU: 0.643
2023-07-28 01:30:17,678 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.936, mIoU: 0.643
2023-07-28 01:30:17,789 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.936, mIoU: 0.644
2023-07-28 01:30:17,895 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.936, mIoU: 0.644
2023-07-28 01:30:18,001 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.936, mIoU: 0.645
2023-07-28 01:30:18,115 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.936, mIoU: 0.645
2023-07-28 01:30:18,225 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.936, mIoU: 0.645
2023-07-28 01:30:18,332 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.936, mIoU: 0.646
2023-07-28 01:30:18,442 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.936, mIoU: 0.646
2023-07-28 01:30:18,549 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.936, mIoU: 0.646
2023-07-28 01:30:18,657 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.936, mIoU: 0.646
2023-07-28 01:30:18,762 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.936, mIoU: 0.646
2023-07-28 01:30:18,867 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.936, mIoU: 0.646
2023-07-28 01:30:18,971 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.936, mIoU: 0.646
2023-07-28 01:30:19,078 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.936, mIoU: 0.646
2023-07-28 01:30:19,182 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.936, mIoU: 0.645
2023-07-28 01:30:19,286 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.936, mIoU: 0.645
2023-07-28 01:30:19,391 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.936, mIoU: 0.644
2023-07-28 01:30:19,495 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.936, mIoU: 0.644
2023-07-28 01:30:19,601 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.936, mIoU: 0.644
2023-07-28 01:30:19,712 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.936, mIoU: 0.643
2023-07-28 01:30:19,828 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.936, mIoU: 0.644
2023-07-28 01:30:19,932 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.936, mIoU: 0.644
2023-07-28 01:30:20,042 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.936, mIoU: 0.644
2023-07-28 01:30:20,154 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.937, mIoU: 0.644
2023-07-28 01:30:20,265 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.937, mIoU: 0.644
2023-07-28 01:30:20,375 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.937, mIoU: 0.644
2023-07-28 01:30:20,484 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.937, mIoU: 0.644
2023-07-28 01:30:20,597 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.937, mIoU: 0.644
2023-07-28 01:30:20,709 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.937, mIoU: 0.644
2023-07-28 01:30:20,816 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.937, mIoU: 0.644
2023-07-28 01:30:20,921 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.937, mIoU: 0.644
2023-07-28 01:30:21,024 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.937, mIoU: 0.644
2023-07-28 01:30:21,136 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.937, mIoU: 0.644
2023-07-28 01:30:21,247 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.937, mIoU: 0.645
2023-07-28 01:30:21,357 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.937, mIoU: 0.645
2023-07-28 01:30:21,472 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.937, mIoU: 0.645
2023-07-28 01:30:21,577 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.937, mIoU: 0.645
2023-07-28 01:30:21,681 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.937, mIoU: 0.645
2023-07-28 01:30:21,788 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.937, mIoU: 0.645
2023-07-28 01:30:21,896 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.937, mIoU: 0.645
2023-07-28 01:30:22,004 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.937, mIoU: 0.645
2023-07-28 01:30:22,118 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.937, mIoU: 0.645
2023-07-28 01:30:22,228 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.937, mIoU: 0.645
2023-07-28 01:30:22,338 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.937, mIoU: 0.645
2023-07-28 01:30:22,447 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.937, mIoU: 0.645
2023-07-28 01:30:22,556 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.937, mIoU: 0.645
2023-07-28 01:30:22,659 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.937, mIoU: 0.645
2023-07-28 01:30:54,926 semantic_segmentation INFO: Iters: 12810/150000 || Lr: 0.018456 || Task Loss: 0.4331 || KD Loss: 0.1890|| 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: 11:48:01 || Estimated Time: 5 days, 6:22:30
2023-07-28 01:31:26,768 semantic_segmentation INFO: Iters: 12820/150000 || Lr: 0.018455 || Task Loss: 0.2283 || KD Loss: 0.0675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1329|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:48:33 || Estimated Time: 5 days, 6:21:43
2023-07-28 01:31:58,578 semantic_segmentation INFO: Iters: 12830/150000 || Lr: 0.018454 || Task Loss: 0.2191 || KD Loss: 0.0918|| 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: 11:49:05 || Estimated Time: 5 days, 6:20:56
2023-07-28 01:32:30,383 semantic_segmentation INFO: Iters: 12840/150000 || Lr: 0.018453 || Task Loss: 0.3212 || KD Loss: 0.1097|| 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: 11:49:37 || Estimated Time: 5 days, 6:20:08
2023-07-28 01:33:02,249 semantic_segmentation INFO: Iters: 12850/150000 || Lr: 0.018451 || Task Loss: 0.3437 || KD Loss: 0.1117|| 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: 11:50:09 || Estimated Time: 5 days, 6:19:21
2023-07-28 01:33:34,077 semantic_segmentation INFO: Iters: 12860/150000 || Lr: 0.018450 || Task Loss: 0.2827 || KD Loss: 0.1099|| 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: 11:50:40 || Estimated Time: 5 days, 6:18:33
2023-07-28 01:34:05,797 semantic_segmentation INFO: Iters: 12870/150000 || Lr: 0.018449 || Task Loss: 0.3719 || KD Loss: 0.1694|| 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: 11:51:12 || Estimated Time: 5 days, 6:17:45
2023-07-28 01:34:37,633 semantic_segmentation INFO: Iters: 12880/150000 || Lr: 0.018448 || Task Loss: 0.2744 || KD Loss: 0.0967|| 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: 11:51:44 || Estimated Time: 5 days, 6:16:58
2023-07-28 01:35:09,580 semantic_segmentation INFO: Iters: 12890/150000 || Lr: 0.018446 || Task Loss: 0.1867 || KD Loss: 0.0764|| 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: 11:52:16 || Estimated Time: 5 days, 6:16:12
2023-07-28 01:35:41,420 semantic_segmentation INFO: Iters: 12900/150000 || Lr: 0.018445 || Task Loss: 0.2478 || KD Loss: 0.0969|| 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: 11:52:48 || Estimated Time: 5 days, 6:15:25
2023-07-28 01:36:13,282 semantic_segmentation INFO: Iters: 12910/150000 || Lr: 0.018444 || Task Loss: 0.3244 || KD Loss: 0.1197|| 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: 11:53:20 || Estimated Time: 5 days, 6:14:38
2023-07-28 01:36:45,197 semantic_segmentation INFO: Iters: 12920/150000 || Lr: 0.018443 || Task Loss: 0.1614 || KD Loss: 0.0750|| 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: 11:53:52 || Estimated Time: 5 days, 6:13:52
2023-07-28 01:37:17,091 semantic_segmentation INFO: Iters: 12930/150000 || Lr: 0.018442 || Task Loss: 0.2551 || KD Loss: 0.0877|| 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: 11:54:23 || Estimated Time: 5 days, 6:13:05
2023-07-28 01:37:48,986 semantic_segmentation INFO: Iters: 12940/150000 || Lr: 0.018440 || Task Loss: 0.3381 || KD Loss: 0.1301|| 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: 11:54:55 || Estimated Time: 5 days, 6:12:19
2023-07-28 01:38:20,960 semantic_segmentation INFO: Iters: 12950/150000 || Lr: 0.018439 || Task Loss: 0.2498 || KD Loss: 0.1130|| 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: 11:55:27 || Estimated Time: 5 days, 6:11:33
2023-07-28 01:38:52,831 semantic_segmentation INFO: Iters: 12960/150000 || Lr: 0.018438 || Task Loss: 0.2796 || KD Loss: 0.1188|| 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: 11:55:59 || Estimated Time: 5 days, 6:10:47
2023-07-28 01:39:24,606 semantic_segmentation INFO: Iters: 12970/150000 || Lr: 0.018437 || Task Loss: 0.4045 || KD Loss: 0.1093|| 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: 11:56:31 || Estimated Time: 5 days, 6:09:59
2023-07-28 01:39:56,296 semantic_segmentation INFO: Iters: 12980/150000 || Lr: 0.018436 || Task Loss: 0.2390 || KD Loss: 0.0791|| 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: 11:57:03 || Estimated Time: 5 days, 6:09:11
2023-07-28 01:40:28,040 semantic_segmentation INFO: Iters: 12990/150000 || Lr: 0.018434 || Task Loss: 0.2905 || KD Loss: 0.1124|| 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: 11:57:34 || Estimated Time: 5 days, 6:08:23
2023-07-28 01:40:59,792 semantic_segmentation INFO: Iters: 13000/150000 || Lr: 0.018433 || Task Loss: 0.2871 || KD Loss: 0.1131|| 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: 11:58:06 || Estimated Time: 5 days, 6:07:35
2023-07-28 01:41:31,592 semantic_segmentation INFO: Iters: 13010/150000 || Lr: 0.018432 || Task Loss: 0.2082 || KD Loss: 0.0682|| 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: 11:58:38 || Estimated Time: 5 days, 6:06:47
2023-07-28 01:42:03,411 semantic_segmentation INFO: Iters: 13020/150000 || Lr: 0.018431 || Task Loss: 0.2899 || KD Loss: 0.1473|| 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: 11:59:10 || Estimated Time: 5 days, 6:06:00
2023-07-28 01:42:35,302 semantic_segmentation INFO: Iters: 13030/150000 || Lr: 0.018430 || Task Loss: 0.2439 || KD Loss: 0.0822|| 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: 11:59:42 || Estimated Time: 5 days, 6:05:14
2023-07-28 01:43:07,156 semantic_segmentation INFO: Iters: 13040/150000 || Lr: 0.018428 || Task Loss: 0.3358 || KD Loss: 0.1119|| 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: 12:00:14 || Estimated Time: 5 days, 6:04:27
2023-07-28 01:43:38,922 semantic_segmentation INFO: Iters: 13050/150000 || Lr: 0.018427 || Task Loss: 0.3100 || KD Loss: 0.1263|| 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: 12:00:45 || Estimated Time: 5 days, 6:03:40
2023-07-28 01:44:10,754 semantic_segmentation INFO: Iters: 13060/150000 || Lr: 0.018426 || Task Loss: 0.2498 || KD Loss: 0.0834|| 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: 12:01:17 || Estimated Time: 5 days, 6:02:53
2023-07-28 01:44:42,585 semantic_segmentation INFO: Iters: 13070/150000 || Lr: 0.018425 || Task Loss: 0.2331 || KD Loss: 0.0778|| 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: 12:01:49 || Estimated Time: 5 days, 6:02:06
2023-07-28 01:45:14,478 semantic_segmentation INFO: Iters: 13080/150000 || Lr: 0.018423 || Task Loss: 0.2150 || KD Loss: 0.0860|| 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: 12:02:21 || Estimated Time: 5 days, 6:01:20
2023-07-28 01:45:46,354 semantic_segmentation INFO: Iters: 13090/150000 || Lr: 0.018422 || Task Loss: 0.3302 || KD Loss: 0.1454|| 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: 12:02:53 || Estimated Time: 5 days, 6:00:34
2023-07-28 01:46:21,190 semantic_segmentation INFO: Iters: 13100/150000 || Lr: 0.018421 || Task Loss: 0.3649 || KD Loss: 0.0895|| 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: 12:03:28 || Estimated Time: 5 days, 6:00:16
2023-07-28 01:46:53,114 semantic_segmentation INFO: Iters: 13110/150000 || Lr: 0.018420 || Task Loss: 0.2019 || KD Loss: 0.0714|| 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: 12:03:59 || Estimated Time: 5 days, 5:59:33
2023-07-28 01:47:24,948 semantic_segmentation INFO: Iters: 13120/150000 || Lr: 0.018419 || Task Loss: 0.3376 || KD Loss: 0.1164|| 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: 12:04:31 || Estimated Time: 5 days, 5:58:46
2023-07-28 01:47:56,838 semantic_segmentation INFO: Iters: 13130/150000 || Lr: 0.018417 || Task Loss: 0.2928 || KD Loss: 0.1572|| 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: 12:05:03 || Estimated Time: 5 days, 5:58:00
2023-07-28 01:48:28,746 semantic_segmentation INFO: Iters: 13140/150000 || Lr: 0.018416 || Task Loss: 0.5892 || KD Loss: 0.2803|| 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: 12:05:35 || Estimated Time: 5 days, 5:57:14
2023-07-28 01:49:00,572 semantic_segmentation INFO: Iters: 13150/150000 || Lr: 0.018415 || Task Loss: 0.3183 || KD Loss: 0.0974|| 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: 12:06:07 || Estimated Time: 5 days, 5:56:27
2023-07-28 01:49:32,311 semantic_segmentation INFO: Iters: 13160/150000 || Lr: 0.018414 || Task Loss: 0.2267 || KD Loss: 0.0669|| 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: 12:06:39 || Estimated Time: 5 days, 5:55:40
2023-07-28 01:50:04,154 semantic_segmentation INFO: Iters: 13170/150000 || Lr: 0.018413 || Task Loss: 0.2620 || KD Loss: 0.0908|| 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: 12:07:11 || Estimated Time: 5 days, 5:54:53
2023-07-28 01:50:35,942 semantic_segmentation INFO: Iters: 13180/150000 || Lr: 0.018411 || Task Loss: 0.2177 || 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: 12:07:42 || Estimated Time: 5 days, 5:54:06
2023-07-28 01:51:07,762 semantic_segmentation INFO: Iters: 13190/150000 || Lr: 0.018410 || Task Loss: 0.2389 || KD Loss: 0.0703|| 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: 12:08:14 || Estimated Time: 5 days, 5:53:19
2023-07-28 01:51:39,498 semantic_segmentation INFO: Iters: 13200/150000 || Lr: 0.018409 || Task Loss: 0.4334 || KD Loss: 0.2103|| 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: 12:08:46 || Estimated Time: 5 days, 5:52:32
2023-07-28 01:52:11,324 semantic_segmentation INFO: Iters: 13210/150000 || Lr: 0.018408 || Task Loss: 0.3597 || KD Loss: 0.1599|| 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: 12:09:18 || Estimated Time: 5 days, 5:51:45
2023-07-28 01:52:43,189 semantic_segmentation INFO: Iters: 13220/150000 || Lr: 0.018406 || Task Loss: 0.3232 || KD Loss: 0.1427|| 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: 12:09:50 || Estimated Time: 5 days, 5:50:59
2023-07-28 01:53:15,035 semantic_segmentation INFO: Iters: 13230/150000 || Lr: 0.018405 || Task Loss: 0.2203 || KD Loss: 0.0826|| 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: 12:10:21 || Estimated Time: 5 days, 5:50:13
2023-07-28 01:53:46,974 semantic_segmentation INFO: Iters: 13240/150000 || Lr: 0.018404 || Task Loss: 0.2803 || KD Loss: 0.0858|| 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: 12:10:53 || Estimated Time: 5 days, 5:49:28
2023-07-28 01:54:18,804 semantic_segmentation INFO: Iters: 13250/150000 || Lr: 0.018403 || Task Loss: 0.2219 || KD Loss: 0.0952|| 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: 12:11:25 || Estimated Time: 5 days, 5:48:41
2023-07-28 01:54:50,668 semantic_segmentation INFO: Iters: 13260/150000 || Lr: 0.018402 || Task Loss: 0.2353 || KD Loss: 0.0827|| 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: 12:11:57 || Estimated Time: 5 days, 5:47:55
2023-07-28 01:55:22,488 semantic_segmentation INFO: Iters: 13270/150000 || Lr: 0.018400 || Task Loss: 0.3363 || KD Loss: 0.1267|| 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: 12:12:29 || Estimated Time: 5 days, 5:47:08
2023-07-28 01:55:54,364 semantic_segmentation INFO: Iters: 13280/150000 || Lr: 0.018399 || Task Loss: 0.2539 || KD Loss: 0.0870|| 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: 12:13:01 || Estimated Time: 5 days, 5:46:23
2023-07-28 01:56:26,271 semantic_segmentation INFO: Iters: 13290/150000 || Lr: 0.018398 || Task Loss: 0.3108 || KD Loss: 0.1213|| 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: 12:13:33 || Estimated Time: 5 days, 5:45:37
2023-07-28 01:56:58,169 semantic_segmentation INFO: Iters: 13300/150000 || Lr: 0.018397 || Task Loss: 0.3644 || KD Loss: 0.1298|| 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: 12:14:05 || Estimated Time: 5 days, 5:44:51
2023-07-28 01:57:29,985 semantic_segmentation INFO: Iters: 13310/150000 || Lr: 0.018396 || Task Loss: 0.2817 || KD Loss: 0.0919|| 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: 12:14:36 || Estimated Time: 5 days, 5:44:05
2023-07-28 01:58:01,785 semantic_segmentation INFO: Iters: 13320/150000 || Lr: 0.018394 || Task Loss: 0.3095 || KD Loss: 0.1012|| 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: 12:15:08 || Estimated Time: 5 days, 5:43:18
2023-07-28 01:58:33,584 semantic_segmentation INFO: Iters: 13330/150000 || Lr: 0.018393 || Task Loss: 0.2433 || KD Loss: 0.1092|| 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: 12:15:40 || Estimated Time: 5 days, 5:42:32
2023-07-28 01:59:05,338 semantic_segmentation INFO: Iters: 13340/150000 || Lr: 0.018392 || Task Loss: 0.2266 || KD Loss: 0.1192|| 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: 12:16:12 || Estimated Time: 5 days, 5:41:45
2023-07-28 01:59:37,073 semantic_segmentation INFO: Iters: 13350/150000 || Lr: 0.018391 || Task Loss: 0.1714 || KD Loss: 0.0586|| 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: 12:16:43 || Estimated Time: 5 days, 5:40:57
2023-07-28 02:00:08,834 semantic_segmentation INFO: Iters: 13360/150000 || Lr: 0.018390 || Task Loss: 0.2099 || KD Loss: 0.0655|| 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: 12:17:15 || Estimated Time: 5 days, 5:40:10
2023-07-28 02:00:40,534 semantic_segmentation INFO: Iters: 13370/150000 || Lr: 0.018388 || Task Loss: 0.2462 || KD Loss: 0.0816|| 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: 12:17:47 || Estimated Time: 5 days, 5:39:23
2023-07-28 02:01:12,307 semantic_segmentation INFO: Iters: 13380/150000 || Lr: 0.018387 || Task Loss: 0.1972 || KD Loss: 0.0597|| 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: 12:18:19 || Estimated Time: 5 days, 5:38:37
2023-07-28 02:01:44,063 semantic_segmentation INFO: Iters: 13390/150000 || Lr: 0.018386 || Task Loss: 0.3921 || KD Loss: 0.1543|| 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: 12:18:50 || Estimated Time: 5 days, 5:37:49
2023-07-28 02:02:15,890 semantic_segmentation INFO: Iters: 13400/150000 || Lr: 0.018385 || Task Loss: 0.2747 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1315|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:19:22 || Estimated Time: 5 days, 5:37:03
2023-07-28 02:02:47,720 semantic_segmentation INFO: Iters: 13410/150000 || Lr: 0.018383 || Task Loss: 0.3176 || KD Loss: 0.1333|| 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: 12:19:54 || Estimated Time: 5 days, 5:36:17
2023-07-28 02:03:19,636 semantic_segmentation INFO: Iters: 13420/150000 || Lr: 0.018382 || Task Loss: 0.2579 || KD Loss: 0.0918|| 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: 12:20:26 || Estimated Time: 5 days, 5:35:32
2023-07-28 02:03:51,535 semantic_segmentation INFO: Iters: 13430/150000 || Lr: 0.018381 || Task Loss: 0.2944 || KD Loss: 0.0941|| 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: 12:20:58 || Estimated Time: 5 days, 5:34:47
2023-07-28 02:04:23,530 semantic_segmentation INFO: Iters: 13440/150000 || Lr: 0.018380 || Task Loss: 0.3805 || KD Loss: 0.1410|| 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: 12:21:30 || Estimated Time: 5 days, 5:34:02
2023-07-28 02:04:55,696 semantic_segmentation INFO: Iters: 13450/150000 || Lr: 0.018379 || Task Loss: 0.2828 || KD Loss: 0.0931|| 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: 12:22:02 || Estimated Time: 5 days, 5:33:20
2023-07-28 02:05:27,910 semantic_segmentation INFO: Iters: 13460/150000 || Lr: 0.018377 || Task Loss: 0.2860 || KD Loss: 0.1249|| 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: 12:22:34 || Estimated Time: 5 days, 5:32:38
2023-07-28 02:06:00,090 semantic_segmentation INFO: Iters: 13470/150000 || Lr: 0.018376 || Task Loss: 0.1861 || KD Loss: 0.0685|| 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: 12:23:06 || Estimated Time: 5 days, 5:31:55
2023-07-28 02:06:32,211 semantic_segmentation INFO: Iters: 13480/150000 || Lr: 0.018375 || Task Loss: 0.1726 || KD Loss: 0.0828|| 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: 12:23:39 || Estimated Time: 5 days, 5:31:12
2023-07-28 02:07:04,589 semantic_segmentation INFO: Iters: 13490/150000 || Lr: 0.018374 || Task Loss: 0.2882 || KD Loss: 0.0942|| 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: 12:24:11 || Estimated Time: 5 days, 5:30:32
2023-07-28 02:07:36,617 semantic_segmentation INFO: Iters: 13500/150000 || Lr: 0.018373 || Task Loss: 0.2632 || KD Loss: 0.0939|| 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: 12:24:43 || Estimated Time: 5 days, 5:29:48
2023-07-28 02:08:08,667 semantic_segmentation INFO: Iters: 13510/150000 || Lr: 0.018371 || Task Loss: 0.1942 || KD Loss: 0.0550|| 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: 12:25:15 || Estimated Time: 5 days, 5:29:04
2023-07-28 02:08:43,035 semantic_segmentation INFO: Iters: 13520/150000 || Lr: 0.018370 || Task Loss: 0.4033 || KD Loss: 0.1548|| 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: 12:25:49 || Estimated Time: 5 days, 5:28:41
2023-07-28 02:09:15,637 semantic_segmentation INFO: Iters: 13530/150000 || Lr: 0.018369 || Task Loss: 0.3333 || KD Loss: 0.1186|| 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: 12:26:22 || Estimated Time: 5 days, 5:28:06
2023-07-28 02:09:47,582 semantic_segmentation INFO: Iters: 13540/150000 || Lr: 0.018368 || Task Loss: 0.2934 || KD Loss: 0.0983|| 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: 12:26:54 || Estimated Time: 5 days, 5:27:21
2023-07-28 02:10:19,490 semantic_segmentation INFO: Iters: 13550/150000 || Lr: 0.018367 || Task Loss: 0.3282 || KD Loss: 0.1076|| 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: 12:27:26 || Estimated Time: 5 days, 5:26:36
2023-07-28 02:10:51,265 semantic_segmentation INFO: Iters: 13560/150000 || Lr: 0.018365 || Task Loss: 0.2968 || KD Loss: 0.0823|| 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: 12:27:58 || Estimated Time: 5 days, 5:25:49
2023-07-28 02:11:23,104 semantic_segmentation INFO: Iters: 13570/150000 || Lr: 0.018364 || Task Loss: 0.2752 || KD Loss: 0.0936|| 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: 12:28:29 || Estimated Time: 5 days, 5:25:04
2023-07-28 02:11:54,838 semantic_segmentation INFO: Iters: 13580/150000 || Lr: 0.018363 || Task Loss: 0.2391 || KD Loss: 0.0812|| 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: 12:29:01 || Estimated Time: 5 days, 5:24:17
2023-07-28 02:12:26,682 semantic_segmentation INFO: Iters: 13590/150000 || Lr: 0.018362 || Task Loss: 0.3104 || KD Loss: 0.1141|| 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: 12:29:33 || Estimated Time: 5 days, 5:23:32
2023-07-28 02:12:58,545 semantic_segmentation INFO: Iters: 13600/150000 || Lr: 0.018360 || Task Loss: 0.2618 || KD Loss: 0.1165|| 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: 12:30:05 || Estimated Time: 5 days, 5:22:46
2023-07-28 02:12:58,613 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 02:12:59,488 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.958, mIoU: 0.399
2023-07-28 02:12:59,594 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.958, mIoU: 0.484
2023-07-28 02:12:59,702 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.961, mIoU: 0.488
2023-07-28 02:12:59,809 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.961, mIoU: 0.513
2023-07-28 02:12:59,914 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.504
2023-07-28 02:13:00,021 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.506
2023-07-28 02:13:00,132 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.545
2023-07-28 02:13:00,243 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.585
2023-07-28 02:13:00,355 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.634
2023-07-28 02:13:00,468 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.956, mIoU: 0.667
2023-07-28 02:13:00,577 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.956, mIoU: 0.676
2023-07-28 02:13:00,688 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.950, mIoU: 0.677
2023-07-28 02:13:00,790 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.949, mIoU: 0.668
2023-07-28 02:13:00,894 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.947, mIoU: 0.663
2023-07-28 02:13:01,000 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-28 02:13:01,103 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.944, mIoU: 0.659
2023-07-28 02:13:01,208 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.943, mIoU: 0.661
2023-07-28 02:13:01,313 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.943, mIoU: 0.663
2023-07-28 02:13:01,418 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.942, mIoU: 0.669
2023-07-28 02:13:01,524 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.940, mIoU: 0.672
2023-07-28 02:13:01,639 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.938, mIoU: 0.669
2023-07-28 02:13:01,743 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.929, mIoU: 0.633
2023-07-28 02:13:01,847 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.929, mIoU: 0.632
2023-07-28 02:13:01,957 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.927, mIoU: 0.637
2023-07-28 02:13:02,068 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.924, mIoU: 0.641
2023-07-28 02:13:02,175 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.924, mIoU: 0.642
2023-07-28 02:13:02,279 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.922, mIoU: 0.630
2023-07-28 02:13:02,389 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.922, mIoU: 0.627
2023-07-28 02:13:02,499 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.921, mIoU: 0.633
2023-07-28 02:13:02,607 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.920, mIoU: 0.628
2023-07-28 02:13:02,715 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.920, mIoU: 0.626
2023-07-28 02:13:02,821 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.920, mIoU: 0.625
2023-07-28 02:13:02,928 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.921, mIoU: 0.628
2023-07-28 02:13:03,036 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.921, mIoU: 0.627
2023-07-28 02:13:03,141 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.921, mIoU: 0.625
2023-07-28 02:13:03,245 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.921, mIoU: 0.625
2023-07-28 02:13:03,348 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.922, mIoU: 0.624
2023-07-28 02:13:03,453 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.921, mIoU: 0.624
2023-07-28 02:13:03,556 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.921, mIoU: 0.623
2023-07-28 02:13:03,660 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.921, mIoU: 0.623
2023-07-28 02:13:03,761 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.922, mIoU: 0.623
2023-07-28 02:13:03,864 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.923, mIoU: 0.624
2023-07-28 02:13:03,966 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.923, mIoU: 0.625
2023-07-28 02:13:04,073 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.924, mIoU: 0.626
2023-07-28 02:13:04,179 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.924, mIoU: 0.626
2023-07-28 02:13:04,284 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.925, mIoU: 0.626
2023-07-28 02:13:04,391 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.925, mIoU: 0.625
2023-07-28 02:13:04,504 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.925, mIoU: 0.624
2023-07-28 02:13:04,610 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.926, mIoU: 0.628
2023-07-28 02:13:04,714 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.926, mIoU: 0.630
2023-07-28 02:13:04,824 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.926, mIoU: 0.631
2023-07-28 02:13:04,935 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.925, mIoU: 0.632
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2023-07-28 02:13:05,150 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.924, mIoU: 0.634
2023-07-28 02:13:05,260 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.923, mIoU: 0.633
2023-07-28 02:13:05,369 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.923, mIoU: 0.639
2023-07-28 02:13:05,478 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.924, mIoU: 0.640
2023-07-28 02:13:05,588 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.924, mIoU: 0.643
2023-07-28 02:13:05,694 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.923, mIoU: 0.642
2023-07-28 02:13:05,799 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.923, mIoU: 0.641
2023-07-28 02:13:05,902 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.923, mIoU: 0.644
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2023-07-28 02:13:06,320 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.922, mIoU: 0.648
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2023-07-28 02:13:06,526 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.920, mIoU: 0.646
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2023-07-28 02:13:06,734 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.919, mIoU: 0.644
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2023-07-28 02:13:07,169 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.921, mIoU: 0.640
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2023-07-28 02:13:08,024 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.921, mIoU: 0.644
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2023-07-28 02:13:08,463 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.917, mIoU: 0.639
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2023-07-28 02:13:09,919 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.919, mIoU: 0.645
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2023-07-28 02:13:10,140 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.916, mIoU: 0.644
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2023-07-28 02:13:47,016 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.929, mIoU: 0.649
2023-07-28 02:13:47,124 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.929, mIoU: 0.649
2023-07-28 02:13:47,235 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.929, mIoU: 0.649
2023-07-28 02:13:47,344 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.930, mIoU: 0.649
2023-07-28 02:13:47,454 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.930, mIoU: 0.649
2023-07-28 02:13:47,565 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.930, mIoU: 0.649
2023-07-28 02:13:47,677 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.930, mIoU: 0.649
2023-07-28 02:13:47,785 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.930, mIoU: 0.649
2023-07-28 02:13:47,889 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.930, mIoU: 0.649
2023-07-28 02:13:47,993 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.930, mIoU: 0.650
2023-07-28 02:13:48,098 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.930, mIoU: 0.650
2023-07-28 02:13:48,202 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.930, mIoU: 0.650
2023-07-28 02:13:48,306 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.930, mIoU: 0.650
2023-07-28 02:13:48,410 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.930, mIoU: 0.650
2023-07-28 02:13:48,512 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 02:13:48,618 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 02:13:48,731 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 02:13:48,841 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 02:13:48,959 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.930, mIoU: 0.652
2023-07-28 02:13:49,067 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 02:13:49,172 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.930, mIoU: 0.652
2023-07-28 02:13:49,277 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.930, mIoU: 0.652
2023-07-28 02:13:49,385 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 02:13:49,495 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 02:13:49,604 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 02:13:49,709 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 02:13:49,814 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 02:13:49,919 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 02:13:50,024 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 02:13:50,126 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 02:13:50,230 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 02:13:50,333 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 02:13:50,441 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 02:13:50,546 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 02:13:50,651 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 02:13:50,758 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 02:13:50,861 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 02:13:50,966 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 02:13:51,071 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.930, mIoU: 0.652
2023-07-28 02:13:51,174 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.931, mIoU: 0.652
2023-07-28 02:13:51,276 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.930, mIoU: 0.652
2023-07-28 02:13:51,379 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.930, mIoU: 0.652
2023-07-28 02:13:51,484 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.930, mIoU: 0.652
2023-07-28 02:13:51,589 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.930, mIoU: 0.652
2023-07-28 02:13:51,698 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.930, mIoU: 0.652
2023-07-28 02:13:51,815 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.930, mIoU: 0.652
2023-07-28 02:13:51,921 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.930, mIoU: 0.652
2023-07-28 02:13:52,027 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.931, mIoU: 0.652
2023-07-28 02:13:52,135 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.931, mIoU: 0.653
2023-07-28 02:13:52,244 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.931, mIoU: 0.653
2023-07-28 02:13:52,353 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.931, mIoU: 0.653
2023-07-28 02:13:52,462 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.931, mIoU: 0.653
2023-07-28 02:13:52,570 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.931, mIoU: 0.653
2023-07-28 02:13:52,679 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.931, mIoU: 0.653
2023-07-28 02:13:52,790 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.931, mIoU: 0.653
2023-07-28 02:14:25,244 semantic_segmentation INFO: Iters: 13610/150000 || Lr: 0.018359 || Task Loss: 0.2668 || KD Loss: 0.0877|| 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: 12:31:32 || Estimated Time: 5 days, 5:31:10
2023-07-28 02:14:57,013 semantic_segmentation INFO: Iters: 13620/150000 || Lr: 0.018358 || Task Loss: 0.2881 || KD Loss: 0.1169|| 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: 12:32:03 || Estimated Time: 5 days, 5:30:23
2023-07-28 02:15:28,860 semantic_segmentation INFO: Iters: 13630/150000 || Lr: 0.018357 || Task Loss: 0.3412 || KD Loss: 0.1258|| 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: 12:32:35 || Estimated Time: 5 days, 5:29:38
2023-07-28 02:16:00,594 semantic_segmentation INFO: Iters: 13640/150000 || Lr: 0.018356 || Task Loss: 0.2651 || KD Loss: 0.0904|| 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: 12:33:07 || Estimated Time: 5 days, 5:28:50
2023-07-28 02:16:32,395 semantic_segmentation INFO: Iters: 13650/150000 || Lr: 0.018354 || Task Loss: 0.3077 || KD Loss: 0.1162|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1319|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:33:39 || Estimated Time: 5 days, 5:28:04
2023-07-28 02:17:04,155 semantic_segmentation INFO: Iters: 13660/150000 || Lr: 0.018353 || Task Loss: 0.2930 || KD Loss: 0.0929|| 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: 12:34:11 || Estimated Time: 5 days, 5:27:17
2023-07-28 02:17:35,929 semantic_segmentation INFO: Iters: 13670/150000 || Lr: 0.018352 || Task Loss: 0.3193 || KD Loss: 0.0994|| 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: 12:34:42 || Estimated Time: 5 days, 5:26:31
2023-07-28 02:18:07,645 semantic_segmentation INFO: Iters: 13680/150000 || Lr: 0.018351 || Task Loss: 0.3222 || KD Loss: 0.1148|| 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: 12:35:14 || Estimated Time: 5 days, 5:25:44
2023-07-28 02:18:39,500 semantic_segmentation INFO: Iters: 13690/150000 || Lr: 0.018350 || Task Loss: 0.3982 || KD Loss: 0.1583|| 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: 12:35:46 || Estimated Time: 5 days, 5:24:58
2023-07-28 02:19:11,229 semantic_segmentation INFO: Iters: 13700/150000 || Lr: 0.018348 || Task Loss: 0.2458 || KD Loss: 0.0832|| 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: 12:36:18 || Estimated Time: 5 days, 5:24:11
2023-07-28 02:19:43,047 semantic_segmentation INFO: Iters: 13710/150000 || Lr: 0.018347 || Task Loss: 0.2941 || KD Loss: 0.1088|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1318|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:36:49 || Estimated Time: 5 days, 5:23:24
2023-07-28 02:20:14,844 semantic_segmentation INFO: Iters: 13720/150000 || Lr: 0.018346 || Task Loss: 0.2481 || KD Loss: 0.0682|| 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: 12:37:21 || Estimated Time: 5 days, 5:22:38
2023-07-28 02:20:46,569 semantic_segmentation INFO: Iters: 13730/150000 || Lr: 0.018345 || Task Loss: 0.1730 || KD Loss: 0.0906|| 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: 12:37:53 || Estimated Time: 5 days, 5:21:51
2023-07-28 02:21:18,315 semantic_segmentation INFO: Iters: 13740/150000 || Lr: 0.018344 || Task Loss: 0.2707 || KD Loss: 0.0725|| 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: 12:38:25 || Estimated Time: 5 days, 5:21:05
2023-07-28 02:21:50,146 semantic_segmentation INFO: Iters: 13750/150000 || Lr: 0.018342 || Task Loss: 0.3044 || KD Loss: 0.0923|| 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: 12:38:57 || Estimated Time: 5 days, 5:20:19
2023-07-28 02:22:21,879 semantic_segmentation INFO: Iters: 13760/150000 || Lr: 0.018341 || Task Loss: 0.2146 || KD Loss: 0.0699|| 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: 12:39:28 || Estimated Time: 5 days, 5:19:32
2023-07-28 02:22:53,641 semantic_segmentation INFO: Iters: 13770/150000 || Lr: 0.018340 || Task Loss: 0.3000 || KD Loss: 0.0875|| 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: 12:40:00 || Estimated Time: 5 days, 5:18:45
2023-07-28 02:23:25,391 semantic_segmentation INFO: Iters: 13780/150000 || Lr: 0.018339 || Task Loss: 0.2595 || KD Loss: 0.0767|| 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: 12:40:32 || Estimated Time: 5 days, 5:17:59
2023-07-28 02:23:57,301 semantic_segmentation INFO: Iters: 13790/150000 || Lr: 0.018337 || Task Loss: 0.2497 || KD Loss: 0.0872|| 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: 12:41:04 || Estimated Time: 5 days, 5:17:14
2023-07-28 02:24:29,077 semantic_segmentation INFO: Iters: 13800/150000 || Lr: 0.018336 || Task Loss: 0.3087 || KD Loss: 0.1196|| 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: 12:41:35 || Estimated Time: 5 days, 5:16:28
2023-07-28 02:25:00,963 semantic_segmentation INFO: Iters: 13810/150000 || Lr: 0.018335 || Task Loss: 0.4012 || KD Loss: 0.1388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1475|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:42:07 || Estimated Time: 5 days, 5:15:42
2023-07-28 02:25:32,780 semantic_segmentation INFO: Iters: 13820/150000 || Lr: 0.018334 || Task Loss: 0.2308 || KD Loss: 0.0732|| 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: 12:42:39 || Estimated Time: 5 days, 5:14:57
2023-07-28 02:26:04,630 semantic_segmentation INFO: Iters: 13830/150000 || Lr: 0.018333 || Task Loss: 0.2847 || KD Loss: 0.0947|| 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: 12:43:11 || Estimated Time: 5 days, 5:14:11
2023-07-28 02:26:36,529 semantic_segmentation INFO: Iters: 13840/150000 || Lr: 0.018331 || Task Loss: 0.2669 || KD Loss: 0.1421|| 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: 12:43:43 || Estimated Time: 5 days, 5:13:26
2023-07-28 02:27:08,426 semantic_segmentation INFO: Iters: 13850/150000 || Lr: 0.018330 || Task Loss: 0.2197 || KD Loss: 0.0778|| 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: 12:44:15 || Estimated Time: 5 days, 5:12:41
2023-07-28 02:27:40,276 semantic_segmentation INFO: Iters: 13860/150000 || Lr: 0.018329 || Task Loss: 0.2066 || KD Loss: 0.0552|| 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: 12:44:47 || Estimated Time: 5 days, 5:11:55
2023-07-28 02:28:12,158 semantic_segmentation INFO: Iters: 13870/150000 || Lr: 0.018328 || Task Loss: 0.1987 || KD Loss: 0.0703|| 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: 12:45:19 || Estimated Time: 5 days, 5:11:10
2023-07-28 02:28:43,966 semantic_segmentation INFO: Iters: 13880/150000 || Lr: 0.018327 || Task Loss: 0.3646 || KD Loss: 0.1409|| 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: 12:45:50 || Estimated Time: 5 days, 5:10:24
2023-07-28 02:29:15,776 semantic_segmentation INFO: Iters: 13890/150000 || Lr: 0.018325 || Task Loss: 0.3208 || KD Loss: 0.1435|| 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: 12:46:22 || Estimated Time: 5 days, 5:09:39
2023-07-28 02:29:47,505 semantic_segmentation INFO: Iters: 13900/150000 || Lr: 0.018324 || Task Loss: 0.3278 || KD Loss: 0.1293|| 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: 12:46:54 || Estimated Time: 5 days, 5:08:52
2023-07-28 02:30:19,235 semantic_segmentation INFO: Iters: 13910/150000 || Lr: 0.018323 || Task Loss: 0.2663 || KD Loss: 0.0799|| 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: 12:47:26 || Estimated Time: 5 days, 5:08:05
2023-07-28 02:30:50,897 semantic_segmentation INFO: Iters: 13920/150000 || Lr: 0.018322 || Task Loss: 0.1908 || KD Loss: 0.0656|| 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: 12:47:57 || Estimated Time: 5 days, 5:07:18
2023-07-28 02:31:25,680 semantic_segmentation INFO: Iters: 13930/150000 || Lr: 0.018320 || Task Loss: 0.3054 || KD Loss: 0.1056|| 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: 12:48:32 || Estimated Time: 5 days, 5:07:02
2023-07-28 02:31:57,378 semantic_segmentation INFO: Iters: 13940/150000 || Lr: 0.018319 || Task Loss: 0.2596 || KD Loss: 0.0798|| 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: 12:49:04 || Estimated Time: 5 days, 5:06:15
2023-07-28 02:32:29,102 semantic_segmentation INFO: Iters: 13950/150000 || Lr: 0.018318 || Task Loss: 0.2578 || KD Loss: 0.0810|| 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: 12:49:35 || Estimated Time: 5 days, 5:05:28
2023-07-28 02:33:00,864 semantic_segmentation INFO: Iters: 13960/150000 || Lr: 0.018317 || Task Loss: 0.2309 || KD Loss: 0.0746|| 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: 12:50:07 || Estimated Time: 5 days, 5:04:42
2023-07-28 02:33:32,811 semantic_segmentation INFO: Iters: 13970/150000 || Lr: 0.018316 || Task Loss: 0.3074 || KD Loss: 0.1051|| 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: 12:50:39 || Estimated Time: 5 days, 5:03:58
2023-07-28 02:34:04,885 semantic_segmentation INFO: Iters: 13980/150000 || Lr: 0.018314 || Task Loss: 0.2569 || KD Loss: 0.1049|| 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: 12:51:11 || Estimated Time: 5 days, 5:03:15
2023-07-28 02:34:36,862 semantic_segmentation INFO: Iters: 13990/150000 || Lr: 0.018313 || Task Loss: 0.2525 || KD Loss: 0.0863|| 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: 12:51:43 || Estimated Time: 5 days, 5:02:31
2023-07-28 02:35:09,013 semantic_segmentation INFO: Iters: 14000/150000 || Lr: 0.018312 || Task Loss: 0.3395 || KD Loss: 0.0796|| 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: 12:52:15 || Estimated Time: 5 days, 5:01:48
2023-07-28 02:35:41,154 semantic_segmentation INFO: Iters: 14010/150000 || Lr: 0.018311 || Task Loss: 0.2237 || KD Loss: 0.0623|| 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: 12:52:48 || Estimated Time: 5 days, 5:01:06
2023-07-28 02:36:13,279 semantic_segmentation INFO: Iters: 14020/150000 || Lr: 0.018310 || Task Loss: 0.2717 || KD Loss: 0.1264|| 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: 12:53:20 || Estimated Time: 5 days, 5:00:24
2023-07-28 02:36:45,420 semantic_segmentation INFO: Iters: 14030/150000 || Lr: 0.018308 || Task Loss: 0.2457 || KD Loss: 0.0938|| 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: 12:53:52 || Estimated Time: 5 days, 4:59:41
2023-07-28 02:37:17,468 semantic_segmentation INFO: Iters: 14040/150000 || Lr: 0.018307 || Task Loss: 0.3060 || KD Loss: 0.0954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1329|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:54:24 || Estimated Time: 5 days, 4:58:58
2023-07-28 02:37:49,405 semantic_segmentation INFO: Iters: 14050/150000 || Lr: 0.018306 || Task Loss: 0.2756 || KD Loss: 0.0955|| 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: 12:54:56 || Estimated Time: 5 days, 4:58:14
2023-07-28 02:38:21,304 semantic_segmentation INFO: Iters: 14060/150000 || Lr: 0.018305 || Task Loss: 0.2846 || KD Loss: 0.0886|| 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: 12:55:28 || Estimated Time: 5 days, 4:57:29
2023-07-28 02:38:53,306 semantic_segmentation INFO: Iters: 14070/150000 || Lr: 0.018304 || Task Loss: 0.4730 || KD Loss: 0.2352|| 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: 12:56:00 || Estimated Time: 5 days, 4:56:46
2023-07-28 02:39:25,268 semantic_segmentation INFO: Iters: 14080/150000 || Lr: 0.018302 || Task Loss: 0.3372 || KD Loss: 0.1164|| 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: 12:56:32 || Estimated Time: 5 days, 4:56:02
2023-07-28 02:39:57,131 semantic_segmentation INFO: Iters: 14090/150000 || Lr: 0.018301 || Task Loss: 0.2752 || KD Loss: 0.0790|| 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: 12:57:03 || Estimated Time: 5 days, 4:55:16
2023-07-28 02:40:28,862 semantic_segmentation INFO: Iters: 14100/150000 || Lr: 0.018300 || Task Loss: 0.2728 || KD Loss: 0.0858|| 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: 12:57:35 || Estimated Time: 5 days, 4:54:30
2023-07-28 02:41:00,593 semantic_segmentation INFO: Iters: 14110/150000 || Lr: 0.018299 || Task Loss: 0.2587 || KD Loss: 0.1124|| 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: 12:58:07 || Estimated Time: 5 days, 4:53:44
2023-07-28 02:41:32,322 semantic_segmentation INFO: Iters: 14120/150000 || Lr: 0.018297 || Task Loss: 0.3741 || KD Loss: 0.1213|| 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: 12:58:39 || Estimated Time: 5 days, 4:52:58
2023-07-28 02:42:03,989 semantic_segmentation INFO: Iters: 14130/150000 || Lr: 0.018296 || Task Loss: 0.3305 || KD Loss: 0.1086|| 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: 12:59:10 || Estimated Time: 5 days, 4:52:12
2023-07-28 02:42:35,742 semantic_segmentation INFO: Iters: 14140/150000 || Lr: 0.018295 || Task Loss: 0.2820 || KD Loss: 0.1099|| 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: 12:59:42 || Estimated Time: 5 days, 4:51:26
2023-07-28 02:43:07,472 semantic_segmentation INFO: Iters: 14150/150000 || Lr: 0.018294 || Task Loss: 0.2865 || KD Loss: 0.0961|| 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: 13:00:14 || Estimated Time: 5 days, 4:50:40
2023-07-28 02:43:39,297 semantic_segmentation INFO: Iters: 14160/150000 || Lr: 0.018293 || Task Loss: 0.2657 || KD Loss: 0.0899|| 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: 13:00:46 || Estimated Time: 5 days, 4:49:54
2023-07-28 02:44:11,251 semantic_segmentation INFO: Iters: 14170/150000 || Lr: 0.018291 || Task Loss: 0.2515 || KD Loss: 0.0788|| 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: 13:01:18 || Estimated Time: 5 days, 4:49:10
2023-07-28 02:44:43,089 semantic_segmentation INFO: Iters: 14180/150000 || Lr: 0.018290 || Task Loss: 0.2701 || KD Loss: 0.0800|| 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: 13:01:49 || Estimated Time: 5 days, 4:48:25
2023-07-28 02:45:15,008 semantic_segmentation INFO: Iters: 14190/150000 || Lr: 0.018289 || Task Loss: 0.2581 || KD Loss: 0.0891|| 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: 13:02:21 || Estimated Time: 5 days, 4:47:41
2023-07-28 02:45:46,819 semantic_segmentation INFO: Iters: 14200/150000 || Lr: 0.018288 || Task Loss: 0.2784 || KD Loss: 0.1033|| 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: 13:02:53 || Estimated Time: 5 days, 4:46:56
2023-07-28 02:46:18,664 semantic_segmentation INFO: Iters: 14210/150000 || Lr: 0.018287 || Task Loss: 0.2865 || KD Loss: 0.0959|| 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: 13:03:25 || Estimated Time: 5 days, 4:46:11
2023-07-28 02:46:50,506 semantic_segmentation INFO: Iters: 14220/150000 || Lr: 0.018285 || Task Loss: 0.3047 || KD Loss: 0.0891|| 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: 13:03:57 || Estimated Time: 5 days, 4:45:26
2023-07-28 02:47:22,672 semantic_segmentation INFO: Iters: 14230/150000 || Lr: 0.018284 || Task Loss: 0.3539 || KD Loss: 0.1065|| 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: 13:04:29 || Estimated Time: 5 days, 4:44:45
2023-07-28 02:47:54,610 semantic_segmentation INFO: Iters: 14240/150000 || Lr: 0.018283 || Task Loss: 0.1959 || KD Loss: 0.0575|| 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: 13:05:01 || Estimated Time: 5 days, 4:44:01
2023-07-28 02:48:26,382 semantic_segmentation INFO: Iters: 14250/150000 || Lr: 0.018282 || Task Loss: 0.2401 || KD Loss: 0.0712|| 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: 13:05:33 || Estimated Time: 5 days, 4:43:15
2023-07-28 02:48:58,218 semantic_segmentation INFO: Iters: 14260/150000 || Lr: 0.018280 || Task Loss: 0.2263 || KD Loss: 0.0782|| 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: 13:06:05 || Estimated Time: 5 days, 4:42:30
2023-07-28 02:49:30,038 semantic_segmentation INFO: Iters: 14270/150000 || Lr: 0.018279 || Task Loss: 0.1917 || KD Loss: 0.0727|| 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: 13:06:36 || Estimated Time: 5 days, 4:41:45
2023-07-28 02:50:01,814 semantic_segmentation INFO: Iters: 14280/150000 || Lr: 0.018278 || Task Loss: 0.3802 || KD Loss: 0.1561|| 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: 13:07:08 || Estimated Time: 5 days, 4:41:00
2023-07-28 02:50:33,550 semantic_segmentation INFO: Iters: 14290/150000 || Lr: 0.018277 || Task Loss: 0.5284 || KD Loss: 0.2832|| 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: 13:07:40 || Estimated Time: 5 days, 4:40:14
2023-07-28 02:51:05,312 semantic_segmentation INFO: Iters: 14300/150000 || Lr: 0.018276 || Task Loss: 0.5460 || KD Loss: 0.3328|| 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: 13:08:12 || Estimated Time: 5 days, 4:39:28
2023-07-28 02:51:37,030 semantic_segmentation INFO: Iters: 14310/150000 || Lr: 0.018274 || Task Loss: 0.2652 || KD Loss: 0.1043|| 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: 13:08:43 || Estimated Time: 5 days, 4:38:43
2023-07-28 02:52:08,781 semantic_segmentation INFO: Iters: 14320/150000 || Lr: 0.018273 || Task Loss: 0.2515 || KD Loss: 0.0600|| 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: 13:09:15 || Estimated Time: 5 days, 4:37:57
2023-07-28 02:52:40,536 semantic_segmentation INFO: Iters: 14330/150000 || Lr: 0.018272 || Task Loss: 0.2085 || KD Loss: 0.0651|| 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: 13:09:47 || Estimated Time: 5 days, 4:37:12
2023-07-28 02:53:12,254 semantic_segmentation INFO: Iters: 14340/150000 || Lr: 0.018271 || Task Loss: 0.2779 || KD Loss: 0.1925|| 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: 13:10:19 || Estimated Time: 5 days, 4:36:26
2023-07-28 02:53:47,072 semantic_segmentation INFO: Iters: 14350/150000 || Lr: 0.018270 || Task Loss: 0.2379 || KD Loss: 0.0959|| 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: 13:10:53 || Estimated Time: 5 days, 4:36:09
2023-07-28 02:54:18,856 semantic_segmentation INFO: Iters: 14360/150000 || Lr: 0.018268 || Task Loss: 0.2658 || KD Loss: 0.0777|| 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: 13:11:25 || Estimated Time: 5 days, 4:35:24
2023-07-28 02:54:50,671 semantic_segmentation INFO: Iters: 14370/150000 || Lr: 0.018267 || Task Loss: 0.1937 || KD Loss: 0.0615|| 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: 13:11:57 || Estimated Time: 5 days, 4:34:39
2023-07-28 02:55:22,471 semantic_segmentation INFO: Iters: 14380/150000 || Lr: 0.018266 || Task Loss: 0.2938 || KD Loss: 0.1139|| 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: 13:12:29 || Estimated Time: 5 days, 4:33:54
2023-07-28 02:55:54,268 semantic_segmentation INFO: Iters: 14390/150000 || Lr: 0.018265 || Task Loss: 0.3242 || KD Loss: 0.1229|| 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: 13:13:01 || Estimated Time: 5 days, 4:33:09
2023-07-28 02:56:26,080 semantic_segmentation INFO: Iters: 14400/150000 || Lr: 0.018264 || Task Loss: 0.2685 || KD Loss: 0.1068|| 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: 13:13:32 || Estimated Time: 5 days, 4:32:24
2023-07-28 02:56:26,155 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 02:56:26,960 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.958, mIoU: 0.387
2023-07-28 02:56:27,331 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.961, mIoU: 0.452
2023-07-28 02:56:27,437 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.456
2023-07-28 02:56:27,545 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.963, mIoU: 0.493
2023-07-28 02:56:27,649 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.492
2023-07-28 02:56:27,753 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.495
2023-07-28 02:56:27,857 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.531
2023-07-28 02:56:27,959 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.563
2023-07-28 02:56:28,062 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.562
2023-07-28 02:56:28,167 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.956, mIoU: 0.593
2023-07-28 02:56:28,269 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.956, mIoU: 0.593
2023-07-28 02:56:28,373 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.623
2023-07-28 02:56:28,476 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.950, mIoU: 0.602
2023-07-28 02:56:28,584 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.946, mIoU: 0.588
2023-07-28 02:56:28,687 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.944, mIoU: 0.594
2023-07-28 02:56:28,789 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.942, mIoU: 0.589
2023-07-28 02:56:28,892 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.942, mIoU: 0.583
2023-07-28 02:56:28,996 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.941, mIoU: 0.586
2023-07-28 02:56:29,097 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.941, mIoU: 0.588
2023-07-28 02:56:29,201 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.942, mIoU: 0.596
2023-07-28 02:56:29,306 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.943, mIoU: 0.601
2023-07-28 02:56:29,408 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.934, mIoU: 0.586
2023-07-28 02:56:29,512 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.934, mIoU: 0.587
2023-07-28 02:56:29,620 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.934, mIoU: 0.597
2023-07-28 02:56:29,725 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.931, mIoU: 0.602
2023-07-28 02:56:29,828 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.931, mIoU: 0.604
2023-07-28 02:56:29,930 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.931, mIoU: 0.601
2023-07-28 02:56:30,035 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.930, mIoU: 0.597
2023-07-28 02:56:30,137 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.929, mIoU: 0.608
2023-07-28 02:56:30,241 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.929, mIoU: 0.604
2023-07-28 02:56:30,345 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.929, mIoU: 0.604
2023-07-28 02:56:30,448 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.928, mIoU: 0.600
2023-07-28 02:56:30,555 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.930, mIoU: 0.603
2023-07-28 02:56:30,661 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.930, mIoU: 0.602
2023-07-28 02:56:30,774 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.930, mIoU: 0.604
2023-07-28 02:56:30,878 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.930, mIoU: 0.604
2023-07-28 02:56:30,981 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.930, mIoU: 0.601
2023-07-28 02:56:31,088 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.929, mIoU: 0.600
2023-07-28 02:56:31,195 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.929, mIoU: 0.596
2023-07-28 02:56:31,303 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.930, mIoU: 0.597
2023-07-28 02:56:31,408 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.930, mIoU: 0.598
2023-07-28 02:56:31,513 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.931, mIoU: 0.597
2023-07-28 02:56:31,622 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.931, mIoU: 0.598
2023-07-28 02:56:31,730 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.932, mIoU: 0.598
2023-07-28 02:56:31,837 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.932, mIoU: 0.596
2023-07-28 02:56:31,944 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.932, mIoU: 0.597
2023-07-28 02:56:32,050 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.933, mIoU: 0.598
2023-07-28 02:56:32,153 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.933, mIoU: 0.597
2023-07-28 02:56:32,259 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.933, mIoU: 0.598
2023-07-28 02:56:32,363 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.933, mIoU: 0.601
2023-07-28 02:56:32,466 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.933, mIoU: 0.601
2023-07-28 02:56:32,569 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.933, mIoU: 0.607
2023-07-28 02:56:32,671 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.932, mIoU: 0.607
2023-07-28 02:56:32,776 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.932, mIoU: 0.611
2023-07-28 02:56:32,879 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.931, mIoU: 0.609
2023-07-28 02:56:32,988 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.931, mIoU: 0.608
2023-07-28 02:56:33,090 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.931, mIoU: 0.609
2023-07-28 02:56:33,193 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.932, mIoU: 0.614
2023-07-28 02:56:33,299 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.931, mIoU: 0.612
2023-07-28 02:56:33,401 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.931, mIoU: 0.611
2023-07-28 02:56:33,506 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.931, mIoU: 0.615
2023-07-28 02:56:33,610 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.931, mIoU: 0.617
2023-07-28 02:56:33,712 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.931, mIoU: 0.615
2023-07-28 02:56:33,817 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.931, mIoU: 0.618
2023-07-28 02:56:33,919 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.930, mIoU: 0.617
2023-07-28 02:56:34,022 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.929, mIoU: 0.617
2023-07-28 02:56:34,126 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.928, mIoU: 0.616
2023-07-28 02:56:34,230 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.927, mIoU: 0.616
2023-07-28 02:56:34,334 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.927, mIoU: 0.615
2023-07-28 02:56:34,440 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.928, mIoU: 0.615
2023-07-28 02:56:34,547 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.928, mIoU: 0.616
2023-07-28 02:56:34,663 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.928, mIoU: 0.616
2023-07-28 02:56:34,769 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.929, mIoU: 0.614
2023-07-28 02:56:34,875 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.929, mIoU: 0.614
2023-07-28 02:56:34,982 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.928, mIoU: 0.614
2023-07-28 02:56:35,089 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.928, mIoU: 0.614
2023-07-28 02:56:35,193 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.929, mIoU: 0.614
2023-07-28 02:56:35,298 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.929, mIoU: 0.614
2023-07-28 02:56:35,408 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.929, mIoU: 0.614
2023-07-28 02:56:35,518 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.929, mIoU: 0.615
2023-07-28 02:56:35,628 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.929, mIoU: 0.617
2023-07-28 02:56:35,738 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.929, mIoU: 0.617
2023-07-28 02:56:35,848 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.929, mIoU: 0.616
2023-07-28 02:56:35,955 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.928, mIoU: 0.614
2023-07-28 02:56:36,058 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.926, mIoU: 0.611
2023-07-28 02:56:36,161 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.926, mIoU: 0.611
2023-07-28 02:56:36,265 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.926, mIoU: 0.611
2023-07-28 02:56:36,368 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.927, mIoU: 0.611
2023-07-28 02:56:36,472 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.927, mIoU: 0.612
2023-07-28 02:56:36,576 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.927, mIoU: 0.611
2023-07-28 02:56:36,682 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.927, mIoU: 0.612
2023-07-28 02:56:36,784 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.926, mIoU: 0.607
2023-07-28 02:56:36,886 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.926, mIoU: 0.606
2023-07-28 02:56:36,991 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.926, mIoU: 0.607
2023-07-28 02:56:37,094 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.927, mIoU: 0.607
2023-07-28 02:56:37,196 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.927, mIoU: 0.607
2023-07-28 02:56:37,303 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.926, mIoU: 0.606
2023-07-28 02:56:37,412 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.927, mIoU: 0.606
2023-07-28 02:56:37,525 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.926, mIoU: 0.604
2023-07-28 02:56:37,631 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.926, mIoU: 0.605
2023-07-28 02:56:37,736 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.924, mIoU: 0.604
2023-07-28 02:56:37,845 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.924, mIoU: 0.602
2023-07-28 02:56:37,955 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.924, mIoU: 0.601
2023-07-28 02:56:38,061 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.924, mIoU: 0.601
2023-07-28 02:56:38,165 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.924, mIoU: 0.601
2023-07-28 02:56:38,275 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.925, mIoU: 0.601
2023-07-28 02:56:38,386 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.925, mIoU: 0.601
2023-07-28 02:56:38,494 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.925, mIoU: 0.602
2023-07-28 02:56:38,604 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.925, mIoU: 0.602
2023-07-28 02:56:38,715 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.924, mIoU: 0.601
2023-07-28 02:56:38,825 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.924, mIoU: 0.601
2023-07-28 02:56:38,929 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.924, mIoU: 0.601
2023-07-28 02:56:39,032 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.925, mIoU: 0.600
2023-07-28 02:56:39,135 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.925, mIoU: 0.600
2023-07-28 02:56:39,237 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.925, mIoU: 0.600
2023-07-28 02:56:39,341 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.925, mIoU: 0.599
2023-07-28 02:56:39,443 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.924, mIoU: 0.602
2023-07-28 02:56:39,546 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.923, mIoU: 0.600
2023-07-28 02:56:39,649 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.923, mIoU: 0.602
2023-07-28 02:56:39,756 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.923, mIoU: 0.602
2023-07-28 02:56:39,861 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.924, mIoU: 0.601
2023-07-28 02:56:39,966 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.923, mIoU: 0.601
2023-07-28 02:56:40,072 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.923, mIoU: 0.601
2023-07-28 02:56:40,184 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.923, mIoU: 0.601
2023-07-28 02:56:40,293 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.923, mIoU: 0.601
2023-07-28 02:56:40,401 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.923, mIoU: 0.604
2023-07-28 02:56:40,508 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.923, mIoU: 0.605
2023-07-28 02:56:40,618 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.923, mIoU: 0.606
2023-07-28 02:56:40,725 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.923, mIoU: 0.605
2023-07-28 02:56:40,833 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.924, mIoU: 0.605
2023-07-28 02:56:40,943 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.924, mIoU: 0.604
2023-07-28 02:56:41,052 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.924, mIoU: 0.604
2023-07-28 02:56:41,163 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.924, mIoU: 0.604
2023-07-28 02:56:41,275 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.925, mIoU: 0.604
2023-07-28 02:56:41,383 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.925, mIoU: 0.602
2023-07-28 02:56:41,491 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.925, mIoU: 0.602
2023-07-28 02:56:41,595 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.925, mIoU: 0.602
2023-07-28 02:56:41,699 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.925, mIoU: 0.601
2023-07-28 02:56:41,804 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.925, mIoU: 0.602
2023-07-28 02:56:41,907 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.925, mIoU: 0.604
2023-07-28 02:56:42,010 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.925, mIoU: 0.604
2023-07-28 02:56:42,114 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.925, mIoU: 0.604
2023-07-28 02:56:42,219 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.925, mIoU: 0.603
2023-07-28 02:56:42,328 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.925, mIoU: 0.603
2023-07-28 02:56:42,439 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.925, mIoU: 0.603
2023-07-28 02:56:42,545 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.925, mIoU: 0.606
2023-07-28 02:56:42,651 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.925, mIoU: 0.605
2023-07-28 02:56:42,765 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.925, mIoU: 0.605
2023-07-28 02:56:42,873 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.925, mIoU: 0.605
2023-07-28 02:56:42,980 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.925, mIoU: 0.605
2023-07-28 02:56:43,085 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.925, mIoU: 0.603
2023-07-28 02:56:43,192 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.925, mIoU: 0.603
2023-07-28 02:56:43,300 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.925, mIoU: 0.603
2023-07-28 02:56:43,411 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.925, mIoU: 0.603
2023-07-28 02:56:43,522 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.925, mIoU: 0.603
2023-07-28 02:56:43,634 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.925, mIoU: 0.604
2023-07-28 02:56:43,743 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.925, mIoU: 0.604
2023-07-28 02:56:43,845 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.925, mIoU: 0.604
2023-07-28 02:56:43,947 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.926, mIoU: 0.604
2023-07-28 02:56:44,050 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.926, mIoU: 0.604
2023-07-28 02:56:44,154 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.926, mIoU: 0.603
2023-07-28 02:56:44,256 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.925, mIoU: 0.601
2023-07-28 02:56:44,360 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.925, mIoU: 0.600
2023-07-28 02:56:44,464 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.925, mIoU: 0.600
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2023-07-28 02:57:05,589 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.931, mIoU: 0.603
2023-07-28 02:57:05,695 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.931, mIoU: 0.603
2023-07-28 02:57:05,801 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.931, mIoU: 0.603
2023-07-28 02:57:05,912 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.931, mIoU: 0.603
2023-07-28 02:57:06,024 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.931, mIoU: 0.603
2023-07-28 02:57:06,135 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.931, mIoU: 0.604
2023-07-28 02:57:06,242 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.931, mIoU: 0.603
2023-07-28 02:57:06,348 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.931, mIoU: 0.603
2023-07-28 02:57:06,453 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.932, mIoU: 0.604
2023-07-28 02:57:06,562 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.932, mIoU: 0.604
2023-07-28 02:57:06,668 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.932, mIoU: 0.604
2023-07-28 02:57:06,773 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.932, mIoU: 0.604
2023-07-28 02:57:06,876 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.932, mIoU: 0.604
2023-07-28 02:57:06,980 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.932, mIoU: 0.604
2023-07-28 02:57:07,087 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.932, mIoU: 0.604
2023-07-28 02:57:07,192 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.932, mIoU: 0.604
2023-07-28 02:57:07,297 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.932, mIoU: 0.604
2023-07-28 02:57:07,402 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.932, mIoU: 0.605
2023-07-28 02:57:07,507 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.932, mIoU: 0.605
2023-07-28 02:57:07,612 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.932, mIoU: 0.605
2023-07-28 02:57:07,715 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.933, mIoU: 0.605
2023-07-28 02:57:07,819 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.933, mIoU: 0.606
2023-07-28 02:57:07,925 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.933, mIoU: 0.606
2023-07-28 02:57:08,031 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.933, mIoU: 0.606
2023-07-28 02:57:08,145 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.933, mIoU: 0.606
2023-07-28 02:57:08,256 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.933, mIoU: 0.606
2023-07-28 02:57:08,361 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.933, mIoU: 0.606
2023-07-28 02:57:08,466 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.933, mIoU: 0.606
2023-07-28 02:57:08,575 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.933, mIoU: 0.606
2023-07-28 02:57:08,685 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.933, mIoU: 0.607
2023-07-28 02:57:08,794 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.933, mIoU: 0.607
2023-07-28 02:57:08,904 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.933, mIoU: 0.607
2023-07-28 02:57:09,013 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.933, mIoU: 0.607
2023-07-28 02:57:09,124 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.933, mIoU: 0.607
2023-07-28 02:57:09,235 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.933, mIoU: 0.607
2023-07-28 02:57:09,344 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.934, mIoU: 0.607
2023-07-28 02:57:09,449 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.934, mIoU: 0.607
2023-07-28 02:57:09,554 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.934, mIoU: 0.607
2023-07-28 02:57:09,658 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.934, mIoU: 0.607
2023-07-28 02:57:09,762 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.934, mIoU: 0.607
2023-07-28 02:57:09,865 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.934, mIoU: 0.607
2023-07-28 02:57:09,967 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.934, mIoU: 0.607
2023-07-28 02:57:10,072 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.934, mIoU: 0.607
2023-07-28 02:57:10,182 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.934, mIoU: 0.607
2023-07-28 02:57:10,287 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.934, mIoU: 0.608
2023-07-28 02:57:10,397 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.934, mIoU: 0.608
2023-07-28 02:57:10,513 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.934, mIoU: 0.608
2023-07-28 02:57:10,618 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.935, mIoU: 0.608
2023-07-28 02:57:10,723 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.935, mIoU: 0.608
2023-07-28 02:57:10,833 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.935, mIoU: 0.609
2023-07-28 02:57:10,947 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.935, mIoU: 0.609
2023-07-28 02:57:11,058 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.935, mIoU: 0.609
2023-07-28 02:57:11,173 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.935, mIoU: 0.609
2023-07-28 02:57:11,280 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.935, mIoU: 0.609
2023-07-28 02:57:11,388 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.935, mIoU: 0.609
2023-07-28 02:57:11,493 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.935, mIoU: 0.609
2023-07-28 02:57:11,598 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.935, mIoU: 0.609
2023-07-28 02:57:11,702 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.935, mIoU: 0.610
2023-07-28 02:57:11,807 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.935, mIoU: 0.610
2023-07-28 02:57:11,912 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.935, mIoU: 0.610
2023-07-28 02:57:12,017 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.935, mIoU: 0.610
2023-07-28 02:57:12,121 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.935, mIoU: 0.611
2023-07-28 02:57:12,229 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.936, mIoU: 0.611
2023-07-28 02:57:12,333 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.936, mIoU: 0.611
2023-07-28 02:57:12,441 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.936, mIoU: 0.611
2023-07-28 02:57:12,551 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.936, mIoU: 0.611
2023-07-28 02:57:12,661 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.936, mIoU: 0.611
2023-07-28 02:57:12,776 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.936, mIoU: 0.611
2023-07-28 02:57:12,883 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.936, mIoU: 0.611
2023-07-28 02:57:12,990 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.936, mIoU: 0.611
2023-07-28 02:57:13,098 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.936, mIoU: 0.611
2023-07-28 02:57:13,209 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.936, mIoU: 0.610
2023-07-28 02:57:13,319 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.936, mIoU: 0.610
2023-07-28 02:57:13,431 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.936, mIoU: 0.610
2023-07-28 02:57:13,539 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.936, mIoU: 0.610
2023-07-28 02:57:13,643 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.936, mIoU: 0.610
2023-07-28 02:57:13,748 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.937, mIoU: 0.611
2023-07-28 02:57:13,852 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.937, mIoU: 0.611
2023-07-28 02:57:13,958 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.937, mIoU: 0.611
2023-07-28 02:57:14,066 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.937, mIoU: 0.611
2023-07-28 02:57:14,174 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.937, mIoU: 0.611
2023-07-28 02:57:14,288 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.937, mIoU: 0.611
2023-07-28 02:57:14,407 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.937, mIoU: 0.611
2023-07-28 02:57:14,517 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.937, mIoU: 0.611
2023-07-28 02:57:14,623 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.937, mIoU: 0.611
2023-07-28 02:57:14,735 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.937, mIoU: 0.611
2023-07-28 02:57:14,849 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.937, mIoU: 0.611
2023-07-28 02:57:14,960 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.937, mIoU: 0.611
2023-07-28 02:57:15,071 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.937, mIoU: 0.611
2023-07-28 02:57:15,178 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.937, mIoU: 0.611
2023-07-28 02:57:15,285 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.937, mIoU: 0.611
2023-07-28 02:57:15,389 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.937, mIoU: 0.611
2023-07-28 02:57:15,493 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.938, mIoU: 0.611
2023-07-28 02:57:15,595 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.938, mIoU: 0.611
2023-07-28 02:57:15,699 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.938, mIoU: 0.613
2023-07-28 02:57:15,804 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.938, mIoU: 0.613
2023-07-28 02:57:15,909 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.938, mIoU: 0.613
2023-07-28 02:57:16,015 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.938, mIoU: 0.613
2023-07-28 02:57:16,124 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.938, mIoU: 0.613
2023-07-28 02:57:16,234 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-28 02:57:16,343 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-28 02:57:16,450 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-28 02:57:16,560 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-28 02:57:16,669 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-28 02:57:16,784 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-28 02:57:16,892 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-28 02:57:17,006 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.938, mIoU: 0.615
2023-07-28 02:57:17,118 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-28 02:57:17,228 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-28 02:57:17,337 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-28 02:57:17,441 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-28 02:57:17,545 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-28 02:57:17,650 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-28 02:57:17,754 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-28 02:57:17,858 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-28 02:57:17,963 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-28 02:57:18,071 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-28 02:57:18,182 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.938, mIoU: 0.615
2023-07-28 02:57:18,300 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.938, mIoU: 0.615
2023-07-28 02:57:18,406 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.938, mIoU: 0.615
2023-07-28 02:57:18,512 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.938, mIoU: 0.615
2023-07-28 02:57:18,619 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-28 02:57:18,729 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.938, mIoU: 0.615
2023-07-28 02:57:18,839 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.938, mIoU: 0.615
2023-07-28 02:57:18,947 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.939, mIoU: 0.615
2023-07-28 02:57:19,051 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.938, mIoU: 0.615
2023-07-28 02:57:19,155 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.938, mIoU: 0.616
2023-07-28 02:57:19,259 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.939, mIoU: 0.616
2023-07-28 02:57:19,362 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.939, mIoU: 0.616
2023-07-28 02:57:19,465 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.939, mIoU: 0.616
2023-07-28 02:57:19,569 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.939, mIoU: 0.616
2023-07-28 02:57:19,672 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.939, mIoU: 0.616
2023-07-28 02:57:19,775 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.939, mIoU: 0.616
2023-07-28 02:57:19,877 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.939, mIoU: 0.616
2023-07-28 02:57:19,980 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.939, mIoU: 0.616
2023-07-28 02:57:20,083 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.939, mIoU: 0.616
2023-07-28 02:57:20,186 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.939, mIoU: 0.616
2023-07-28 02:57:20,290 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.939, mIoU: 0.616
2023-07-28 02:57:20,392 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.939, mIoU: 0.616
2023-07-28 02:57:20,493 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.939, mIoU: 0.616
2023-07-28 02:57:52,869 semantic_segmentation INFO: Iters: 14410/150000 || Lr: 0.018262 || Task Loss: 0.3299 || KD Loss: 0.1268|| 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: 13:14:59 || Estimated Time: 5 days, 4:40:17
2023-07-28 02:58:24,691 semantic_segmentation INFO: Iters: 14420/150000 || Lr: 0.018261 || Task Loss: 0.2203 || KD Loss: 0.0813|| 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: 13:15:31 || Estimated Time: 5 days, 4:39:31
2023-07-28 02:58:56,619 semantic_segmentation INFO: Iters: 14430/150000 || Lr: 0.018260 || Task Loss: 0.2075 || KD Loss: 0.0764|| 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: 13:16:03 || Estimated Time: 5 days, 4:38:47
2023-07-28 02:59:28,510 semantic_segmentation INFO: Iters: 14440/150000 || Lr: 0.018259 || Task Loss: 0.3644 || KD Loss: 0.1288|| 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: 13:16:35 || Estimated Time: 5 days, 4:38:03
2023-07-28 03:00:00,531 semantic_segmentation INFO: Iters: 14450/150000 || Lr: 0.018257 || Task Loss: 0.2285 || KD Loss: 0.0828|| 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: 13:17:07 || Estimated Time: 5 days, 4:37:20
2023-07-28 03:00:32,690 semantic_segmentation INFO: Iters: 14460/150000 || Lr: 0.018256 || Task Loss: 0.2213 || KD Loss: 0.1031|| 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: 13:17:39 || Estimated Time: 5 days, 4:36:38
2023-07-28 03:01:04,686 semantic_segmentation INFO: Iters: 14470/150000 || Lr: 0.018255 || Task Loss: 0.2825 || KD Loss: 0.1259|| 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: 13:18:11 || Estimated Time: 5 days, 4:35:54
2023-07-28 03:01:36,606 semantic_segmentation INFO: Iters: 14480/150000 || Lr: 0.018254 || Task Loss: 0.2487 || KD Loss: 0.0778|| 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: 13:18:43 || Estimated Time: 5 days, 4:35:10
2023-07-28 03:02:08,577 semantic_segmentation INFO: Iters: 14490/150000 || Lr: 0.018253 || Task Loss: 0.3788 || KD Loss: 0.1759|| 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: 13:19:15 || Estimated Time: 5 days, 4:34:27
2023-07-28 03:02:40,518 semantic_segmentation INFO: Iters: 14500/150000 || Lr: 0.018251 || Task Loss: 0.2410 || KD Loss: 0.0692|| 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: 13:19:47 || Estimated Time: 5 days, 4:33:43
2023-07-28 03:03:12,352 semantic_segmentation INFO: Iters: 14510/150000 || Lr: 0.018250 || Task Loss: 0.3064 || KD Loss: 0.1161|| 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: 13:20:19 || Estimated Time: 5 days, 4:32:58
2023-07-28 03:03:44,101 semantic_segmentation INFO: Iters: 14520/150000 || Lr: 0.018249 || Task Loss: 0.3072 || KD Loss: 0.0941|| 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: 13:20:50 || Estimated Time: 5 days, 4:32:13
2023-07-28 03:04:15,857 semantic_segmentation INFO: Iters: 14530/150000 || Lr: 0.018248 || Task Loss: 0.2334 || KD Loss: 0.0732|| 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: 13:21:22 || Estimated Time: 5 days, 4:31:27
2023-07-28 03:04:47,774 semantic_segmentation INFO: Iters: 14540/150000 || Lr: 0.018247 || Task Loss: 0.3111 || KD Loss: 0.1057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1340|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:21:54 || Estimated Time: 5 days, 4:30:43
2023-07-28 03:05:19,700 semantic_segmentation INFO: Iters: 14550/150000 || Lr: 0.018245 || Task Loss: 0.3420 || KD Loss: 0.1297|| 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: 13:22:26 || Estimated Time: 5 days, 4:29:59
2023-07-28 03:05:51,617 semantic_segmentation INFO: Iters: 14560/150000 || Lr: 0.018244 || Task Loss: 0.2782 || KD Loss: 0.0877|| 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: 13:22:58 || Estimated Time: 5 days, 4:29:15
2023-07-28 03:06:23,498 semantic_segmentation INFO: Iters: 14570/150000 || Lr: 0.018243 || Task Loss: 0.2314 || KD Loss: 0.0731|| 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: 13:23:30 || Estimated Time: 5 days, 4:28:30
2023-07-28 03:06:55,284 semantic_segmentation INFO: Iters: 14580/150000 || Lr: 0.018242 || Task Loss: 0.2236 || KD Loss: 0.1016|| 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: 13:24:02 || Estimated Time: 5 days, 4:27:45
2023-07-28 03:07:27,135 semantic_segmentation INFO: Iters: 14590/150000 || Lr: 0.018240 || Task Loss: 0.2448 || KD Loss: 0.0749|| 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: 13:24:33 || Estimated Time: 5 days, 4:27:01
2023-07-28 03:07:58,919 semantic_segmentation INFO: Iters: 14600/150000 || Lr: 0.018239 || Task Loss: 0.2467 || KD Loss: 0.0963|| 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: 13:25:05 || Estimated Time: 5 days, 4:26:16
2023-07-28 03:08:30,714 semantic_segmentation INFO: Iters: 14610/150000 || Lr: 0.018238 || Task Loss: 0.3396 || KD Loss: 0.1277|| 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: 13:25:37 || Estimated Time: 5 days, 4:25:30
2023-07-28 03:09:02,580 semantic_segmentation INFO: Iters: 14620/150000 || Lr: 0.018237 || Task Loss: 0.3194 || KD Loss: 0.1105|| 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: 13:26:09 || Estimated Time: 5 days, 4:24:46
2023-07-28 03:09:34,441 semantic_segmentation INFO: Iters: 14630/150000 || Lr: 0.018236 || Task Loss: 0.2349 || KD Loss: 0.0836|| 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: 13:26:41 || Estimated Time: 5 days, 4:24:02
2023-07-28 03:10:06,254 semantic_segmentation INFO: Iters: 14640/150000 || Lr: 0.018234 || Task Loss: 0.2696 || KD Loss: 0.1329|| 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: 13:27:13 || Estimated Time: 5 days, 4:23:17
2023-07-28 03:10:38,092 semantic_segmentation INFO: Iters: 14650/150000 || Lr: 0.018233 || Task Loss: 0.2147 || KD Loss: 0.0943|| 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: 13:27:44 || Estimated Time: 5 days, 4:22:32
2023-07-28 03:11:09,858 semantic_segmentation INFO: Iters: 14660/150000 || Lr: 0.018232 || Task Loss: 0.3145 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1417|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:28:16 || Estimated Time: 5 days, 4:21:47
2023-07-28 03:11:41,605 semantic_segmentation INFO: Iters: 14670/150000 || Lr: 0.018231 || Task Loss: 0.2429 || KD Loss: 0.0753|| 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: 13:28:48 || Estimated Time: 5 days, 4:21:02
2023-07-28 03:12:13,355 semantic_segmentation INFO: Iters: 14680/150000 || Lr: 0.018230 || Task Loss: 0.2824 || KD Loss: 0.0834|| 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: 13:29:20 || Estimated Time: 5 days, 4:20:16
2023-07-28 03:12:45,064 semantic_segmentation INFO: Iters: 14690/150000 || Lr: 0.018228 || Task Loss: 0.2397 || KD Loss: 0.0778|| 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: 13:29:51 || Estimated Time: 5 days, 4:19:31
2023-07-28 03:13:16,821 semantic_segmentation INFO: Iters: 14700/150000 || Lr: 0.018227 || Task Loss: 0.2532 || KD Loss: 0.1666|| 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: 13:30:23 || Estimated Time: 5 days, 4:18:45
2023-07-28 03:13:48,579 semantic_segmentation INFO: Iters: 14710/150000 || Lr: 0.018226 || Task Loss: 0.1965 || KD Loss: 0.0682|| 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: 13:30:55 || Estimated Time: 5 days, 4:18:00
2023-07-28 03:14:20,313 semantic_segmentation INFO: Iters: 14720/150000 || Lr: 0.018225 || Task Loss: 0.2062 || KD Loss: 0.0585|| 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: 13:31:27 || Estimated Time: 5 days, 4:17:15
2023-07-28 03:14:52,081 semantic_segmentation INFO: Iters: 14730/150000 || Lr: 0.018224 || Task Loss: 0.2548 || KD Loss: 0.0727|| 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: 13:31:58 || Estimated Time: 5 days, 4:16:30
2023-07-28 03:15:23,922 semantic_segmentation INFO: Iters: 14740/150000 || Lr: 0.018222 || Task Loss: 0.4896 || KD Loss: 0.1244|| 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: 13:32:30 || Estimated Time: 5 days, 4:15:45
2023-07-28 03:15:56,995 semantic_segmentation INFO: Iters: 14750/150000 || Lr: 0.018221 || Task Loss: 0.2511 || KD Loss: 0.0848|| 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: 13:33:03 || Estimated Time: 5 days, 4:15:10
2023-07-28 03:16:30,666 semantic_segmentation INFO: Iters: 14760/150000 || Lr: 0.018220 || Task Loss: 0.3261 || KD Loss: 0.1070|| 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: 13:33:37 || Estimated Time: 5 days, 4:14:45
2023-07-28 03:17:02,413 semantic_segmentation INFO: Iters: 14770/150000 || Lr: 0.018219 || Task Loss: 0.2709 || KD Loss: 0.1049|| 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: 13:34:09 || Estimated Time: 5 days, 4:14:00
2023-07-28 03:17:34,162 semantic_segmentation INFO: Iters: 14780/150000 || Lr: 0.018217 || Task Loss: 0.2847 || KD Loss: 0.1054|| 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: 13:34:41 || Estimated Time: 5 days, 4:13:15
2023-07-28 03:18:05,998 semantic_segmentation INFO: Iters: 14790/150000 || Lr: 0.018216 || Task Loss: 0.2456 || KD Loss: 0.1217|| 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: 13:35:12 || Estimated Time: 5 days, 4:12:30
2023-07-28 03:18:37,955 semantic_segmentation INFO: Iters: 14800/150000 || Lr: 0.018215 || Task Loss: 0.2281 || KD Loss: 0.0913|| 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: 13:35:44 || Estimated Time: 5 days, 4:11:47
2023-07-28 03:19:09,910 semantic_segmentation INFO: Iters: 14810/150000 || Lr: 0.018214 || Task Loss: 0.2813 || KD Loss: 0.1000|| 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: 13:36:16 || Estimated Time: 5 days, 4:11:04
2023-07-28 03:19:41,889 semantic_segmentation INFO: Iters: 14820/150000 || Lr: 0.018213 || Task Loss: 0.4591 || KD Loss: 0.1990|| 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: 13:36:48 || Estimated Time: 5 days, 4:10:20
2023-07-28 03:20:13,890 semantic_segmentation INFO: Iters: 14830/150000 || Lr: 0.018211 || Task Loss: 0.3498 || KD Loss: 0.1193|| 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: 13:37:20 || Estimated Time: 5 days, 4:09:37
2023-07-28 03:20:46,022 semantic_segmentation INFO: Iters: 14840/150000 || Lr: 0.018210 || Task Loss: 0.3437 || KD Loss: 0.1260|| 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: 13:37:52 || Estimated Time: 5 days, 4:08:56
2023-07-28 03:21:18,167 semantic_segmentation INFO: Iters: 14850/150000 || Lr: 0.018209 || Task Loss: 0.3689 || KD Loss: 0.1318|| 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: 13:38:25 || Estimated Time: 5 days, 4:08:14
2023-07-28 03:21:50,086 semantic_segmentation INFO: Iters: 14860/150000 || Lr: 0.018208 || Task Loss: 0.3153 || KD Loss: 0.1042|| 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: 13:38:56 || Estimated Time: 5 days, 4:07:31
2023-07-28 03:22:22,035 semantic_segmentation INFO: Iters: 14870/150000 || Lr: 0.018207 || Task Loss: 0.3007 || KD Loss: 0.1013|| 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: 13:39:28 || Estimated Time: 5 days, 4:06:48
2023-07-28 03:22:53,954 semantic_segmentation INFO: Iters: 14880/150000 || Lr: 0.018205 || Task Loss: 0.3063 || KD Loss: 0.1127|| 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: 13:40:00 || Estimated Time: 5 days, 4:06:04
2023-07-28 03:23:25,713 semantic_segmentation INFO: Iters: 14890/150000 || Lr: 0.018204 || Task Loss: 0.2650 || KD Loss: 0.0990|| 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: 13:40:32 || Estimated Time: 5 days, 4:05:20
2023-07-28 03:23:57,550 semantic_segmentation INFO: Iters: 14900/150000 || Lr: 0.018203 || Task Loss: 0.2750 || KD Loss: 0.0850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1315|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:41:04 || Estimated Time: 5 days, 4:04:35
2023-07-28 03:24:29,424 semantic_segmentation INFO: Iters: 14910/150000 || Lr: 0.018202 || Task Loss: 0.3333 || KD Loss: 0.0914|| 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: 13:41:36 || Estimated Time: 5 days, 4:03:51
2023-07-28 03:25:01,261 semantic_segmentation INFO: Iters: 14920/150000 || Lr: 0.018200 || Task Loss: 0.2824 || KD Loss: 0.0971|| 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: 13:42:08 || Estimated Time: 5 days, 4:03:08
2023-07-28 03:25:33,168 semantic_segmentation INFO: Iters: 14930/150000 || Lr: 0.018199 || Task Loss: 0.2852 || KD Loss: 0.0889|| 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: 13:42:40 || Estimated Time: 5 days, 4:02:24
2023-07-28 03:26:05,030 semantic_segmentation INFO: Iters: 14940/150000 || Lr: 0.018198 || Task Loss: 0.3041 || KD Loss: 0.1286|| 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: 13:43:11 || Estimated Time: 5 days, 4:01:40
2023-07-28 03:26:36,883 semantic_segmentation INFO: Iters: 14950/150000 || Lr: 0.018197 || Task Loss: 0.3769 || KD Loss: 0.1370|| 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: 13:43:43 || Estimated Time: 5 days, 4:00:56
2023-07-28 03:27:08,859 semantic_segmentation INFO: Iters: 14960/150000 || Lr: 0.018196 || Task Loss: 0.2832 || KD Loss: 0.1097|| 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: 13:44:15 || Estimated Time: 5 days, 4:00:13
2023-07-28 03:27:40,779 semantic_segmentation INFO: Iters: 14970/150000 || Lr: 0.018194 || Task Loss: 0.1798 || KD Loss: 0.0933|| 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: 13:44:47 || Estimated Time: 5 days, 3:59:30
2023-07-28 03:28:12,729 semantic_segmentation INFO: Iters: 14980/150000 || Lr: 0.018193 || Task Loss: 0.3809 || KD Loss: 0.1894|| 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: 13:45:19 || Estimated Time: 5 days, 3:58:47
2023-07-28 03:28:44,519 semantic_segmentation INFO: Iters: 14990/150000 || Lr: 0.018192 || Task Loss: 0.3968 || KD Loss: 0.1489|| 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: 13:45:51 || Estimated Time: 5 days, 3:58:02
2023-07-28 03:29:16,328 semantic_segmentation INFO: Iters: 15000/150000 || Lr: 0.018191 || Task Loss: 0.3007 || KD Loss: 0.0856|| 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: 13:46:23 || Estimated Time: 5 days, 3:57:18
2023-07-28 03:29:48,151 semantic_segmentation INFO: Iters: 15010/150000 || Lr: 0.018190 || Task Loss: 0.2402 || KD Loss: 0.0764|| 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: 13:46:55 || Estimated Time: 5 days, 3:56:34
2023-07-28 03:30:19,910 semantic_segmentation INFO: Iters: 15020/150000 || Lr: 0.018188 || Task Loss: 0.2756 || KD Loss: 0.1127|| 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: 13:47:26 || Estimated Time: 5 days, 3:55:49
2023-07-28 03:30:51,656 semantic_segmentation INFO: Iters: 15030/150000 || Lr: 0.018187 || Task Loss: 0.2153 || KD Loss: 0.0632|| 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: 13:47:58 || Estimated Time: 5 days, 3:55:05
2023-07-28 03:31:23,399 semantic_segmentation INFO: Iters: 15040/150000 || Lr: 0.018186 || Task Loss: 0.2622 || KD Loss: 0.0790|| 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: 13:48:30 || Estimated Time: 5 days, 3:54:20
2023-07-28 03:31:55,128 semantic_segmentation INFO: Iters: 15050/150000 || Lr: 0.018185 || Task Loss: 0.2429 || KD Loss: 0.0683|| 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: 13:49:01 || Estimated Time: 5 days, 3:53:35
2023-07-28 03:32:26,848 semantic_segmentation INFO: Iters: 15060/150000 || Lr: 0.018183 || Task Loss: 0.1909 || KD Loss: 0.0789|| 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: 13:49:33 || Estimated Time: 5 days, 3:52:50
2023-07-28 03:32:58,534 semantic_segmentation INFO: Iters: 15070/150000 || Lr: 0.018182 || Task Loss: 0.4063 || KD Loss: 0.2031|| 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: 13:50:05 || Estimated Time: 5 days, 3:52:05
2023-07-28 03:33:30,268 semantic_segmentation INFO: Iters: 15080/150000 || Lr: 0.018181 || Task Loss: 0.2734 || KD Loss: 0.0859|| 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: 13:50:37 || Estimated Time: 5 days, 3:51:20
2023-07-28 03:34:02,016 semantic_segmentation INFO: Iters: 15090/150000 || Lr: 0.018180 || Task Loss: 0.1924 || KD Loss: 0.0718|| 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: 13:51:08 || Estimated Time: 5 days, 3:50:35
2023-07-28 03:34:33,744 semantic_segmentation INFO: Iters: 15100/150000 || Lr: 0.018179 || Task Loss: 0.2755 || KD Loss: 0.0970|| 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: 13:51:40 || Estimated Time: 5 days, 3:49:50
2023-07-28 03:35:05,527 semantic_segmentation INFO: Iters: 15110/150000 || Lr: 0.018177 || Task Loss: 0.2913 || KD Loss: 0.0847|| 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: 13:52:12 || Estimated Time: 5 days, 3:49:06
2023-07-28 03:35:37,247 semantic_segmentation INFO: Iters: 15120/150000 || Lr: 0.018176 || Task Loss: 0.1834 || KD Loss: 0.0723|| 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: 13:52:44 || Estimated Time: 5 days, 3:48:21
2023-07-28 03:36:09,045 semantic_segmentation INFO: Iters: 15130/150000 || Lr: 0.018175 || Task Loss: 0.1812 || KD Loss: 0.0659|| 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: 13:53:15 || Estimated Time: 5 days, 3:47:37
2023-07-28 03:36:40,839 semantic_segmentation INFO: Iters: 15140/150000 || Lr: 0.018174 || Task Loss: 0.3124 || KD Loss: 0.1086|| 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: 13:53:47 || Estimated Time: 5 days, 3:46:53
2023-07-28 03:37:12,579 semantic_segmentation INFO: Iters: 15150/150000 || Lr: 0.018173 || Task Loss: 0.1911 || KD Loss: 0.0790|| 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: 13:54:19 || Estimated Time: 5 days, 3:46:08
2023-07-28 03:37:44,435 semantic_segmentation INFO: Iters: 15160/150000 || Lr: 0.018171 || Task Loss: 0.2824 || KD Loss: 0.0834|| 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: 13:54:51 || Estimated Time: 5 days, 3:45:25
2023-07-28 03:38:16,362 semantic_segmentation INFO: Iters: 15170/150000 || Lr: 0.018170 || Task Loss: 0.2254 || KD Loss: 0.0842|| 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: 13:55:23 || Estimated Time: 5 days, 3:44:42
2023-07-28 03:38:51,492 semantic_segmentation INFO: Iters: 15180/150000 || Lr: 0.018169 || Task Loss: 0.3088 || KD Loss: 0.1085|| 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: 13:55:58 || Estimated Time: 5 days, 3:44:27
2023-07-28 03:39:23,450 semantic_segmentation INFO: Iters: 15190/150000 || Lr: 0.018168 || Task Loss: 0.2447 || KD Loss: 0.0648|| 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: 13:56:30 || Estimated Time: 5 days, 3:43:44
2023-07-28 03:39:55,443 semantic_segmentation INFO: Iters: 15200/150000 || Lr: 0.018167 || Task Loss: 0.3011 || KD Loss: 0.1143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:57:02 || Estimated Time: 5 days, 3:43:02
2023-07-28 03:39:55,507 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 03:39:56,393 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.950, mIoU: 0.386
2023-07-28 03:39:56,509 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.467
2023-07-28 03:39:56,613 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.962, mIoU: 0.469
2023-07-28 03:39:56,717 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.962, mIoU: 0.497
2023-07-28 03:39:56,821 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.964, mIoU: 0.493
2023-07-28 03:39:56,923 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.964, mIoU: 0.497
2023-07-28 03:39:57,028 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.505
2023-07-28 03:39:57,131 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.517
2023-07-28 03:39:57,235 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.520
2023-07-28 03:39:57,340 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.953, mIoU: 0.541
2023-07-28 03:39:57,443 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.954, mIoU: 0.552
2023-07-28 03:39:57,547 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.951, mIoU: 0.582
2023-07-28 03:39:57,650 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.949, mIoU: 0.575
2023-07-28 03:39:57,753 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.947, mIoU: 0.568
2023-07-28 03:39:57,856 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.944, mIoU: 0.569
2023-07-28 03:39:57,959 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.943, mIoU: 0.564
2023-07-28 03:39:58,066 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.942, mIoU: 0.566
2023-07-28 03:39:58,168 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.942, mIoU: 0.570
2023-07-28 03:39:58,272 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.942, mIoU: 0.577
2023-07-28 03:39:58,380 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.943, mIoU: 0.583
2023-07-28 03:39:58,485 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.586
2023-07-28 03:39:58,590 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.942, mIoU: 0.616
2023-07-28 03:39:58,693 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.942, mIoU: 0.617
2023-07-28 03:39:58,799 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.941, mIoU: 0.623
2023-07-28 03:39:58,904 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.939, mIoU: 0.636
2023-07-28 03:39:59,013 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.939, mIoU: 0.637
2023-07-28 03:39:59,126 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.938, mIoU: 0.634
2023-07-28 03:39:59,230 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.938, mIoU: 0.632
2023-07-28 03:39:59,334 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.938, mIoU: 0.635
2023-07-28 03:39:59,448 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.937, mIoU: 0.628
2023-07-28 03:39:59,560 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.937, mIoU: 0.627
2023-07-28 03:39:59,667 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.936, mIoU: 0.625
2023-07-28 03:39:59,776 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.937, mIoU: 0.628
2023-07-28 03:39:59,882 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.937, mIoU: 0.627
2023-07-28 03:39:59,988 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-28 03:40:00,093 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.937, mIoU: 0.628
2023-07-28 03:40:00,198 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.938, mIoU: 0.626
2023-07-28 03:40:00,302 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.937, mIoU: 0.626
2023-07-28 03:40:00,406 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.936, mIoU: 0.621
2023-07-28 03:40:00,509 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.937, mIoU: 0.622
2023-07-28 03:40:00,611 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.937, mIoU: 0.624
2023-07-28 03:40:00,714 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.937, mIoU: 0.623
2023-07-28 03:40:00,819 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.938, mIoU: 0.624
2023-07-28 03:40:00,922 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.938, mIoU: 0.624
2023-07-28 03:40:01,026 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.938, mIoU: 0.622
2023-07-28 03:40:01,130 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.938, mIoU: 0.621
2023-07-28 03:40:01,233 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.939, mIoU: 0.622
2023-07-28 03:40:01,339 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.940, mIoU: 0.621
2023-07-28 03:40:01,445 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.940, mIoU: 0.626
2023-07-28 03:40:01,547 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.939, mIoU: 0.629
2023-07-28 03:40:01,651 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.939, mIoU: 0.630
2023-07-28 03:40:01,753 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.939, mIoU: 0.635
2023-07-28 03:40:01,855 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.938, mIoU: 0.635
2023-07-28 03:40:01,959 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.637
2023-07-28 03:40:02,062 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.637
2023-07-28 03:40:02,165 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.635
2023-07-28 03:40:02,267 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.937, mIoU: 0.636
2023-07-28 03:40:02,371 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.937, mIoU: 0.641
2023-07-28 03:40:02,480 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.643
2023-07-28 03:40:02,585 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.936, mIoU: 0.641
2023-07-28 03:40:02,695 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.936, mIoU: 0.644
2023-07-28 03:40:02,810 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.936, mIoU: 0.646
2023-07-28 03:40:02,917 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.936, mIoU: 0.645
2023-07-28 03:40:03,023 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.936, mIoU: 0.649
2023-07-28 03:40:03,130 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.936, mIoU: 0.650
2023-07-28 03:40:03,236 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.936, mIoU: 0.651
2023-07-28 03:40:03,345 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.935, mIoU: 0.648
2023-07-28 03:40:03,456 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.935, mIoU: 0.650
2023-07-28 03:40:03,565 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.935, mIoU: 0.649
2023-07-28 03:40:03,678 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.935, mIoU: 0.649
2023-07-28 03:40:03,789 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.936, mIoU: 0.650
2023-07-28 03:40:03,897 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.936, mIoU: 0.649
2023-07-28 03:40:04,003 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.936, mIoU: 0.648
2023-07-28 03:40:04,106 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.936, mIoU: 0.649
2023-07-28 03:40:04,208 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.936, mIoU: 0.650
2023-07-28 03:40:04,310 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.936, mIoU: 0.650
2023-07-28 03:40:04,414 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.937, mIoU: 0.650
2023-07-28 03:40:04,522 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.937, mIoU: 0.650
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2023-07-28 03:40:47,017 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.943, mIoU: 0.643
2023-07-28 03:40:47,123 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.943, mIoU: 0.643
2023-07-28 03:40:47,225 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.943, mIoU: 0.643
2023-07-28 03:40:47,330 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.943, mIoU: 0.643
2023-07-28 03:40:47,436 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.944, mIoU: 0.643
2023-07-28 03:40:47,547 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.944, mIoU: 0.643
2023-07-28 03:40:47,663 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.944, mIoU: 0.643
2023-07-28 03:40:47,769 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.944, mIoU: 0.643
2023-07-28 03:40:47,874 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.944, mIoU: 0.643
2023-07-28 03:40:47,984 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.944, mIoU: 0.643
2023-07-28 03:40:48,096 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.944, mIoU: 0.643
2023-07-28 03:40:48,210 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.944, mIoU: 0.643
2023-07-28 03:40:48,320 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.944, mIoU: 0.643
2023-07-28 03:40:48,436 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.944, mIoU: 0.644
2023-07-28 03:40:48,546 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.944, mIoU: 0.644
2023-07-28 03:40:48,653 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.944, mIoU: 0.644
2023-07-28 03:40:48,757 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.944, mIoU: 0.644
2023-07-28 03:40:48,860 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.944, mIoU: 0.644
2023-07-28 03:40:48,963 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.944, mIoU: 0.644
2023-07-28 03:40:49,066 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.944, mIoU: 0.644
2023-07-28 03:40:49,171 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.944, mIoU: 0.645
2023-07-28 03:40:49,274 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.944, mIoU: 0.645
2023-07-28 03:40:49,378 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.944, mIoU: 0.645
2023-07-28 03:40:49,482 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.944, mIoU: 0.645
2023-07-28 03:40:49,590 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.944, mIoU: 0.645
2023-07-28 03:40:49,697 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.944, mIoU: 0.645
2023-07-28 03:40:49,806 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.944, mIoU: 0.645
2023-07-28 03:40:49,918 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.944, mIoU: 0.645
2023-07-28 03:41:22,272 semantic_segmentation INFO: Iters: 15210/150000 || Lr: 0.018165 || Task Loss: 0.2648 || KD Loss: 0.0951|| 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: 13:58:29 || Estimated Time: 5 days, 3:50:26
2023-07-28 03:41:54,194 semantic_segmentation INFO: Iters: 15220/150000 || Lr: 0.018164 || Task Loss: 0.3238 || KD Loss: 0.1201|| 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: 13:59:01 || Estimated Time: 5 days, 3:49:43
2023-07-28 03:42:26,131 semantic_segmentation INFO: Iters: 15230/150000 || Lr: 0.018163 || Task Loss: 0.2377 || KD Loss: 0.0750|| 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: 13:59:32 || Estimated Time: 5 days, 3:48:59
2023-07-28 03:42:58,011 semantic_segmentation INFO: Iters: 15240/150000 || Lr: 0.018162 || Task Loss: 0.1561 || KD Loss: 0.0526|| 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: 14:00:04 || Estimated Time: 5 days, 3:48:16
2023-07-28 03:43:29,821 semantic_segmentation INFO: Iters: 15250/150000 || Lr: 0.018160 || Task Loss: 0.2551 || KD Loss: 0.0803|| 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: 14:00:36 || Estimated Time: 5 days, 3:47:32
2023-07-28 03:44:01,662 semantic_segmentation INFO: Iters: 15260/150000 || Lr: 0.018159 || Task Loss: 0.2430 || KD Loss: 0.0975|| 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: 14:01:08 || Estimated Time: 5 days, 3:46:48
2023-07-28 03:44:33,486 semantic_segmentation INFO: Iters: 15270/150000 || Lr: 0.018158 || Task Loss: 0.2403 || KD Loss: 0.0751|| 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: 14:01:40 || Estimated Time: 5 days, 3:46:03
2023-07-28 03:45:05,332 semantic_segmentation INFO: Iters: 15280/150000 || Lr: 0.018157 || Task Loss: 0.2940 || KD Loss: 0.1222|| 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: 14:02:12 || Estimated Time: 5 days, 3:45:20
2023-07-28 03:45:37,124 semantic_segmentation INFO: Iters: 15290/150000 || Lr: 0.018156 || Task Loss: 0.2214 || KD Loss: 0.0867|| 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: 14:02:43 || Estimated Time: 5 days, 3:44:35
2023-07-28 03:46:08,953 semantic_segmentation INFO: Iters: 15300/150000 || Lr: 0.018154 || Task Loss: 0.2729 || KD Loss: 0.0891|| 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: 14:03:15 || Estimated Time: 5 days, 3:43:51
2023-07-28 03:46:40,791 semantic_segmentation INFO: Iters: 15310/150000 || Lr: 0.018153 || Task Loss: 0.2605 || KD Loss: 0.0689|| 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: 14:03:47 || Estimated Time: 5 days, 3:43:07
2023-07-28 03:47:12,644 semantic_segmentation INFO: Iters: 15320/150000 || Lr: 0.018152 || Task Loss: 0.2803 || KD Loss: 0.1074|| 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: 14:04:19 || Estimated Time: 5 days, 3:42:24
2023-07-28 03:47:44,595 semantic_segmentation INFO: Iters: 15330/150000 || Lr: 0.018151 || Task Loss: 0.2159 || KD Loss: 0.0858|| 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: 14:04:51 || Estimated Time: 5 days, 3:41:41
2023-07-28 03:48:16,512 semantic_segmentation INFO: Iters: 15340/150000 || Lr: 0.018150 || Task Loss: 0.2157 || KD Loss: 0.0717|| 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: 14:05:23 || Estimated Time: 5 days, 3:40:57
2023-07-28 03:48:48,421 semantic_segmentation INFO: Iters: 15350/150000 || Lr: 0.018148 || Task Loss: 0.2606 || KD Loss: 0.0847|| 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: 14:05:55 || Estimated Time: 5 days, 3:40:14
2023-07-28 03:49:20,287 semantic_segmentation INFO: Iters: 15360/150000 || Lr: 0.018147 || Task Loss: 0.2770 || KD Loss: 0.0912|| 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: 14:06:27 || Estimated Time: 5 days, 3:39:31
2023-07-28 03:49:52,173 semantic_segmentation INFO: Iters: 15370/150000 || Lr: 0.018146 || Task Loss: 0.2371 || KD Loss: 0.0868|| 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: 14:06:59 || Estimated Time: 5 days, 3:38:47
2023-07-28 03:50:24,032 semantic_segmentation INFO: Iters: 15380/150000 || Lr: 0.018145 || Task Loss: 0.2914 || KD Loss: 0.1130|| 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: 14:07:30 || Estimated Time: 5 days, 3:38:04
2023-07-28 03:50:55,816 semantic_segmentation INFO: Iters: 15390/150000 || Lr: 0.018143 || Task Loss: 0.2250 || KD Loss: 0.0710|| 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: 14:08:02 || Estimated Time: 5 days, 3:37:19
2023-07-28 03:51:27,626 semantic_segmentation INFO: Iters: 15400/150000 || Lr: 0.018142 || Task Loss: 0.2251 || KD Loss: 0.0806|| 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: 14:08:34 || Estimated Time: 5 days, 3:36:36
2023-07-28 03:51:59,554 semantic_segmentation INFO: Iters: 15410/150000 || Lr: 0.018141 || Task Loss: 0.4304 || KD Loss: 0.1580|| 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: 14:09:06 || Estimated Time: 5 days, 3:35:53
2023-07-28 03:52:31,321 semantic_segmentation INFO: Iters: 15420/150000 || Lr: 0.018140 || Task Loss: 0.2340 || KD Loss: 0.0798|| 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: 14:09:38 || Estimated Time: 5 days, 3:35:08
2023-07-28 03:53:03,060 semantic_segmentation INFO: Iters: 15430/150000 || Lr: 0.018139 || Task Loss: 0.2572 || KD Loss: 0.1272|| 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: 14:10:09 || Estimated Time: 5 days, 3:34:24
2023-07-28 03:53:34,808 semantic_segmentation INFO: Iters: 15440/150000 || Lr: 0.018137 || Task Loss: 0.3128 || KD Loss: 0.1113|| 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: 14:10:41 || Estimated Time: 5 days, 3:33:39
2023-07-28 03:54:06,530 semantic_segmentation INFO: Iters: 15450/150000 || Lr: 0.018136 || Task Loss: 0.1780 || KD Loss: 0.0842|| 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: 14:11:13 || Estimated Time: 5 days, 3:32:54
2023-07-28 03:54:38,334 semantic_segmentation INFO: Iters: 15460/150000 || Lr: 0.018135 || Task Loss: 0.1916 || KD Loss: 0.0671|| 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: 14:11:45 || Estimated Time: 5 days, 3:32:11
2023-07-28 03:55:10,138 semantic_segmentation INFO: Iters: 15470/150000 || Lr: 0.018134 || Task Loss: 0.2387 || KD Loss: 0.1028|| 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: 14:12:16 || Estimated Time: 5 days, 3:31:27
2023-07-28 03:55:42,022 semantic_segmentation INFO: Iters: 15480/150000 || Lr: 0.018133 || Task Loss: 0.2279 || KD Loss: 0.0599|| 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: 14:12:48 || Estimated Time: 5 days, 3:30:43
2023-07-28 03:56:13,912 semantic_segmentation INFO: Iters: 15490/150000 || Lr: 0.018131 || Task Loss: 0.2347 || KD Loss: 0.1203|| 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: 14:13:20 || Estimated Time: 5 days, 3:30:00
2023-07-28 03:56:45,929 semantic_segmentation INFO: Iters: 15500/150000 || Lr: 0.018130 || Task Loss: 0.2691 || KD Loss: 0.1021|| 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: 14:13:52 || Estimated Time: 5 days, 3:29:18
2023-07-28 03:57:18,107 semantic_segmentation INFO: Iters: 15510/150000 || Lr: 0.018129 || Task Loss: 0.2345 || KD Loss: 0.0709|| 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: 14:14:24 || Estimated Time: 5 days, 3:28:37
2023-07-28 03:57:50,329 semantic_segmentation INFO: Iters: 15520/150000 || Lr: 0.018128 || Task Loss: 0.2430 || KD Loss: 0.0840|| 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: 14:14:57 || Estimated Time: 5 days, 3:27:57
2023-07-28 03:58:22,603 semantic_segmentation INFO: Iters: 15530/150000 || Lr: 0.018126 || Task Loss: 0.2104 || KD Loss: 0.0693|| 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: 14:15:29 || Estimated Time: 5 days, 3:27:17
2023-07-28 03:58:54,770 semantic_segmentation INFO: Iters: 15540/150000 || Lr: 0.018125 || Task Loss: 0.2493 || KD Loss: 0.0911|| 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: 14:16:01 || Estimated Time: 5 days, 3:26:37
2023-07-28 03:59:26,888 semantic_segmentation INFO: Iters: 15550/150000 || Lr: 0.018124 || Task Loss: 0.3488 || KD Loss: 0.1169|| 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: 14:16:33 || Estimated Time: 5 days, 3:25:56
2023-07-28 03:59:58,879 semantic_segmentation INFO: Iters: 15560/150000 || Lr: 0.018123 || Task Loss: 0.2354 || KD Loss: 0.0753|| 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: 14:17:05 || Estimated Time: 5 days, 3:25:14
2023-07-28 04:00:30,801 semantic_segmentation INFO: Iters: 15570/150000 || Lr: 0.018122 || Task Loss: 0.2668 || KD Loss: 0.1174|| 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: 14:17:37 || Estimated Time: 5 days, 3:24:31
2023-07-28 04:01:05,833 semantic_segmentation INFO: Iters: 15580/150000 || Lr: 0.018120 || Task Loss: 0.4668 || KD Loss: 0.1921|| 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: 14:18:12 || Estimated Time: 5 days, 3:24:15
2023-07-28 04:01:37,592 semantic_segmentation INFO: Iters: 15590/150000 || Lr: 0.018119 || Task Loss: 0.3869 || KD Loss: 0.1567|| 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: 14:18:44 || Estimated Time: 5 days, 3:23:31
2023-07-28 04:02:09,459 semantic_segmentation INFO: Iters: 15600/150000 || Lr: 0.018118 || Task Loss: 0.2762 || KD Loss: 0.0800|| 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: 14:19:16 || Estimated Time: 5 days, 3:22:47
2023-07-28 04:02:41,417 semantic_segmentation INFO: Iters: 15610/150000 || Lr: 0.018117 || Task Loss: 0.3022 || KD Loss: 0.1424|| 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: 14:19:48 || Estimated Time: 5 days, 3:22:05
2023-07-28 04:03:13,330 semantic_segmentation INFO: Iters: 15620/150000 || Lr: 0.018116 || Task Loss: 0.1783 || KD Loss: 0.0495|| 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: 14:20:20 || Estimated Time: 5 days, 3:21:22
2023-07-28 04:03:45,178 semantic_segmentation INFO: Iters: 15630/150000 || Lr: 0.018114 || Task Loss: 0.2258 || KD Loss: 0.0762|| 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: 14:20:52 || Estimated Time: 5 days, 3:20:39
2023-07-28 04:04:16,927 semantic_segmentation INFO: Iters: 15640/150000 || Lr: 0.018113 || Task Loss: 0.1844 || KD Loss: 0.0838|| 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: 14:21:23 || Estimated Time: 5 days, 3:19:54
2023-07-28 04:04:48,643 semantic_segmentation INFO: Iters: 15650/150000 || Lr: 0.018112 || Task Loss: 0.2475 || KD Loss: 0.0852|| 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: 14:21:55 || Estimated Time: 5 days, 3:19:10
2023-07-28 04:05:20,498 semantic_segmentation INFO: Iters: 15660/150000 || Lr: 0.018111 || Task Loss: 0.2503 || KD Loss: 0.0743|| 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: 14:22:27 || Estimated Time: 5 days, 3:18:27
2023-07-28 04:05:52,235 semantic_segmentation INFO: Iters: 15670/150000 || Lr: 0.018110 || Task Loss: 0.2270 || KD Loss: 0.0783|| 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: 14:22:59 || Estimated Time: 5 days, 3:17:43
2023-07-28 04:06:23,997 semantic_segmentation INFO: Iters: 15680/150000 || Lr: 0.018108 || Task Loss: 0.2448 || KD Loss: 0.0889|| 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: 14:23:30 || Estimated Time: 5 days, 3:16:59
2023-07-28 04:06:55,735 semantic_segmentation INFO: Iters: 15690/150000 || Lr: 0.018107 || Task Loss: 0.3632 || KD Loss: 0.1208|| 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: 14:24:02 || Estimated Time: 5 days, 3:16:15
2023-07-28 04:07:27,557 semantic_segmentation INFO: Iters: 15700/150000 || Lr: 0.018106 || Task Loss: 0.2050 || KD Loss: 0.0558|| 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: 14:24:34 || Estimated Time: 5 days, 3:15:31
2023-07-28 04:07:59,380 semantic_segmentation INFO: Iters: 15710/150000 || Lr: 0.018105 || Task Loss: 0.2943 || KD Loss: 0.1283|| 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: 14:25:06 || Estimated Time: 5 days, 3:14:47
2023-07-28 04:08:31,239 semantic_segmentation INFO: Iters: 15720/150000 || Lr: 0.018103 || Task Loss: 0.2509 || KD Loss: 0.0764|| 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: 14:25:38 || Estimated Time: 5 days, 3:14:04
2023-07-28 04:09:03,006 semantic_segmentation INFO: Iters: 15730/150000 || Lr: 0.018102 || Task Loss: 0.3240 || KD Loss: 0.0972|| 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: 14:26:09 || Estimated Time: 5 days, 3:13:21
2023-07-28 04:09:34,851 semantic_segmentation INFO: Iters: 15740/150000 || Lr: 0.018101 || Task Loss: 0.2835 || KD Loss: 0.1000|| 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: 14:26:41 || Estimated Time: 5 days, 3:12:37
2023-07-28 04:10:06,700 semantic_segmentation INFO: Iters: 15750/150000 || Lr: 0.018100 || Task Loss: 0.2207 || KD Loss: 0.0882|| 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: 14:27:13 || Estimated Time: 5 days, 3:11:54
2023-07-28 04:10:38,542 semantic_segmentation INFO: Iters: 15760/150000 || Lr: 0.018099 || Task Loss: 0.2770 || KD Loss: 0.1039|| 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: 14:27:45 || Estimated Time: 5 days, 3:11:11
2023-07-28 04:11:10,329 semantic_segmentation INFO: Iters: 15770/150000 || Lr: 0.018097 || Task Loss: 0.2335 || KD Loss: 0.1024|| 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: 14:28:17 || Estimated Time: 5 days, 3:10:27
2023-07-28 04:11:42,134 semantic_segmentation INFO: Iters: 15780/150000 || Lr: 0.018096 || Task Loss: 0.2086 || KD Loss: 0.0785|| 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: 14:28:48 || Estimated Time: 5 days, 3:09:44
2023-07-28 04:12:13,894 semantic_segmentation INFO: Iters: 15790/150000 || Lr: 0.018095 || Task Loss: 0.3277 || KD Loss: 0.1046|| 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: 14:29:20 || Estimated Time: 5 days, 3:09:00
2023-07-28 04:12:45,761 semantic_segmentation INFO: Iters: 15800/150000 || Lr: 0.018094 || Task Loss: 0.3958 || KD Loss: 0.1375|| 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: 14:29:52 || Estimated Time: 5 days, 3:08:17
2023-07-28 04:13:17,772 semantic_segmentation INFO: Iters: 15810/150000 || Lr: 0.018093 || Task Loss: 0.2236 || KD Loss: 0.0632|| 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: 14:30:24 || Estimated Time: 5 days, 3:07:35
2023-07-28 04:13:49,617 semantic_segmentation INFO: Iters: 15820/150000 || Lr: 0.018091 || Task Loss: 0.2728 || KD Loss: 0.1164|| 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: 14:30:56 || Estimated Time: 5 days, 3:06:52
2023-07-28 04:14:21,565 semantic_segmentation INFO: Iters: 15830/150000 || Lr: 0.018090 || Task Loss: 0.2990 || KD Loss: 0.1080|| 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: 14:31:28 || Estimated Time: 5 days, 3:06:10
2023-07-28 04:14:53,520 semantic_segmentation INFO: Iters: 15840/150000 || Lr: 0.018089 || Task Loss: 0.4340 || KD Loss: 0.1305|| 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: 14:32:00 || Estimated Time: 5 days, 3:05:28
2023-07-28 04:15:25,441 semantic_segmentation INFO: Iters: 15850/150000 || Lr: 0.018088 || Task Loss: 0.3101 || KD Loss: 0.1219|| 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: 14:32:32 || Estimated Time: 5 days, 3:04:45
2023-07-28 04:15:57,453 semantic_segmentation INFO: Iters: 15860/150000 || Lr: 0.018086 || Task Loss: 0.2528 || KD Loss: 0.0784|| 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: 14:33:04 || Estimated Time: 5 days, 3:04:04
2023-07-28 04:16:29,408 semantic_segmentation INFO: Iters: 15870/150000 || Lr: 0.018085 || Task Loss: 0.3275 || KD Loss: 0.1062|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:33:36 || Estimated Time: 5 days, 3:03:22
2023-07-28 04:17:01,434 semantic_segmentation INFO: Iters: 15880/150000 || Lr: 0.018084 || Task Loss: 0.3285 || KD Loss: 0.0984|| 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: 14:34:08 || Estimated Time: 5 days, 3:02:40
2023-07-28 04:17:33,379 semantic_segmentation INFO: Iters: 15890/150000 || Lr: 0.018083 || Task Loss: 0.2534 || KD Loss: 0.0705|| 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: 14:34:40 || Estimated Time: 5 days, 3:01:58
2023-07-28 04:18:05,388 semantic_segmentation INFO: Iters: 15900/150000 || Lr: 0.018082 || Task Loss: 0.3433 || KD Loss: 0.1147|| 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: 14:35:12 || Estimated Time: 5 days, 3:01:16
2023-07-28 04:18:37,354 semantic_segmentation INFO: Iters: 15910/150000 || Lr: 0.018080 || Task Loss: 0.2508 || KD Loss: 0.0847|| 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: 14:35:44 || Estimated Time: 5 days, 3:00:34
2023-07-28 04:19:09,299 semantic_segmentation INFO: Iters: 15920/150000 || Lr: 0.018079 || Task Loss: 0.2355 || KD Loss: 0.0670|| 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: 14:36:16 || Estimated Time: 5 days, 2:59:53
2023-07-28 04:19:41,179 semantic_segmentation INFO: Iters: 15930/150000 || Lr: 0.018078 || Task Loss: 0.2159 || KD Loss: 0.0685|| 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: 14:36:48 || Estimated Time: 5 days, 2:59:09
2023-07-28 04:20:12,999 semantic_segmentation INFO: Iters: 15940/150000 || Lr: 0.018077 || Task Loss: 0.2563 || KD Loss: 0.0731|| 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: 14:37:19 || Estimated Time: 5 days, 2:58:26
2023-07-28 04:20:44,844 semantic_segmentation INFO: Iters: 15950/150000 || Lr: 0.018076 || Task Loss: 0.2888 || KD Loss: 0.0929|| 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: 14:37:51 || Estimated Time: 5 days, 2:57:44
2023-07-28 04:21:16,725 semantic_segmentation INFO: Iters: 15960/150000 || Lr: 0.018074 || Task Loss: 0.2233 || KD Loss: 0.0806|| 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: 14:38:23 || Estimated Time: 5 days, 2:57:01
2023-07-28 04:21:48,551 semantic_segmentation INFO: Iters: 15970/150000 || Lr: 0.018073 || Task Loss: 0.3977 || KD Loss: 0.1103|| 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: 14:38:55 || Estimated Time: 5 days, 2:56:18
2023-07-28 04:22:20,273 semantic_segmentation INFO: Iters: 15980/150000 || Lr: 0.018072 || Task Loss: 0.2623 || KD Loss: 0.0808|| 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: 14:39:27 || Estimated Time: 5 days, 2:55:34
2023-07-28 04:22:52,115 semantic_segmentation INFO: Iters: 15990/150000 || Lr: 0.018071 || Task Loss: 0.2240 || KD Loss: 0.0665|| 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: 14:39:58 || Estimated Time: 5 days, 2:54:51
2023-07-28 04:23:26,155 semantic_segmentation INFO: Iters: 16000/150000 || Lr: 0.018069 || Task Loss: 0.2112 || KD Loss: 0.0716|| 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: 14:40:33 || Estimated Time: 5 days, 2:54:25
2023-07-28 04:23:26,235 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 04:23:27,209 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.963, mIoU: 0.393
2023-07-28 04:23:27,349 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.472
2023-07-28 04:23:27,478 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.967, mIoU: 0.461
2023-07-28 04:23:27,596 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.488
2023-07-28 04:23:27,717 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.486
2023-07-28 04:23:27,842 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.490
2023-07-28 04:23:27,958 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.510
2023-07-28 04:23:28,099 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.556
2023-07-28 04:23:28,221 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.606
2023-07-28 04:23:28,340 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.961, mIoU: 0.635
2023-07-28 04:23:28,463 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.961, mIoU: 0.633
2023-07-28 04:23:28,571 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.956, mIoU: 0.657
2023-07-28 04:23:28,720 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.955, mIoU: 0.654
2023-07-28 04:23:28,837 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.951, mIoU: 0.642
2023-07-28 04:23:28,960 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.949, mIoU: 0.648
2023-07-28 04:23:29,101 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.947, mIoU: 0.644
2023-07-28 04:23:29,208 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.634
2023-07-28 04:23:29,343 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.636
2023-07-28 04:23:29,457 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.945, mIoU: 0.645
2023-07-28 04:23:29,563 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.944, mIoU: 0.652
2023-07-28 04:23:29,699 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.942, mIoU: 0.652
2023-07-28 04:23:29,805 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-28 04:23:29,948 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.936, mIoU: 0.640
2023-07-28 04:23:30,063 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.935, mIoU: 0.647
2023-07-28 04:23:30,188 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.933, mIoU: 0.656
2023-07-28 04:23:30,328 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.933, mIoU: 0.657
2023-07-28 04:23:30,433 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.932, mIoU: 0.647
2023-07-28 04:23:30,570 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.932, mIoU: 0.645
2023-07-28 04:23:30,682 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.931, mIoU: 0.647
2023-07-28 04:23:30,810 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.931, mIoU: 0.654
2023-07-28 04:23:30,941 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.932, mIoU: 0.652
2023-07-28 04:23:31,047 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.931, mIoU: 0.650
2023-07-28 04:23:31,192 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.933, mIoU: 0.652
2023-07-28 04:23:31,313 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.933, mIoU: 0.655
2023-07-28 04:23:31,435 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.933, mIoU: 0.656
2023-07-28 04:23:31,572 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.933, mIoU: 0.654
2023-07-28 04:23:31,677 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.933, mIoU: 0.652
2023-07-28 04:23:31,816 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.932, mIoU: 0.651
2023-07-28 04:23:31,931 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.931, mIoU: 0.649
2023-07-28 04:23:32,036 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.932, mIoU: 0.649
2023-07-28 04:23:32,167 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.932, mIoU: 0.648
2023-07-28 04:23:32,270 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.933, mIoU: 0.648
2023-07-28 04:23:32,386 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.933, mIoU: 0.649
2023-07-28 04:23:32,501 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.934, mIoU: 0.651
2023-07-28 04:23:32,608 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.934, mIoU: 0.649
2023-07-28 04:23:32,712 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.935, mIoU: 0.648
2023-07-28 04:23:32,819 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.935, mIoU: 0.649
2023-07-28 04:23:32,926 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.936, mIoU: 0.648
2023-07-28 04:23:33,033 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.936, mIoU: 0.649
2023-07-28 04:23:33,140 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.936, mIoU: 0.652
2023-07-28 04:23:33,246 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.936, mIoU: 0.651
2023-07-28 04:23:33,353 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.935, mIoU: 0.653
2023-07-28 04:23:33,461 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.935, mIoU: 0.655
2023-07-28 04:23:33,571 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.935, mIoU: 0.658
2023-07-28 04:23:33,679 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.934, mIoU: 0.657
2023-07-28 04:23:33,788 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.934, mIoU: 0.662
2023-07-28 04:23:33,892 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.934, mIoU: 0.663
2023-07-28 04:23:34,001 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-28 04:23:34,103 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.935, mIoU: 0.673
2023-07-28 04:23:34,208 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.934, mIoU: 0.671
2023-07-28 04:23:34,313 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.934, mIoU: 0.673
2023-07-28 04:23:34,417 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.934, mIoU: 0.676
2023-07-28 04:23:34,522 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.934, mIoU: 0.675
2023-07-28 04:23:34,629 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.934, mIoU: 0.680
2023-07-28 04:23:34,743 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.934, mIoU: 0.682
2023-07-28 04:23:34,851 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.934, mIoU: 0.682
2023-07-28 04:23:34,956 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.933, mIoU: 0.680
2023-07-28 04:23:35,064 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.933, mIoU: 0.681
2023-07-28 04:23:35,171 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.932, mIoU: 0.680
2023-07-28 04:23:35,278 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-28 04:23:35,383 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.933, mIoU: 0.680
2023-07-28 04:23:35,490 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.933, mIoU: 0.677
2023-07-28 04:23:35,598 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.933, mIoU: 0.673
2023-07-28 04:23:35,705 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.933, mIoU: 0.673
2023-07-28 04:23:35,813 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.933, mIoU: 0.674
2023-07-28 04:23:35,920 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.933, mIoU: 0.675
2023-07-28 04:23:36,032 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.934, mIoU: 0.675
2023-07-28 04:23:36,140 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.934, mIoU: 0.675
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2023-07-28 04:23:36,353 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.934, mIoU: 0.676
2023-07-28 04:23:36,455 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-28 04:23:36,559 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.934, mIoU: 0.678
2023-07-28 04:23:36,664 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-28 04:23:36,768 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.933, mIoU: 0.676
2023-07-28 04:23:36,872 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.930, mIoU: 0.672
2023-07-28 04:23:36,976 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.930, mIoU: 0.673
2023-07-28 04:23:37,083 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.930, mIoU: 0.673
2023-07-28 04:23:37,190 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.931, mIoU: 0.673
2023-07-28 04:23:37,301 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.931, mIoU: 0.673
2023-07-28 04:23:37,413 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.931, mIoU: 0.672
2023-07-28 04:23:37,521 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.931, mIoU: 0.673
2023-07-28 04:23:37,623 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.931, mIoU: 0.678
2023-07-28 04:23:37,732 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.931, mIoU: 0.677
2023-07-28 04:23:37,843 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.931, mIoU: 0.678
2023-07-28 04:23:37,950 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.932, mIoU: 0.678
2023-07-28 04:23:38,059 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.931, mIoU: 0.677
2023-07-28 04:23:38,165 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.931, mIoU: 0.678
2023-07-28 04:23:38,271 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.932, mIoU: 0.679
2023-07-28 04:23:38,379 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.931, mIoU: 0.677
2023-07-28 04:23:38,489 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.931, mIoU: 0.677
2023-07-28 04:23:38,597 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.930, mIoU: 0.677
2023-07-28 04:23:38,705 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.930, mIoU: 0.675
2023-07-28 04:23:38,809 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.930, mIoU: 0.675
2023-07-28 04:23:38,915 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.930, mIoU: 0.675
2023-07-28 04:23:39,019 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.930, mIoU: 0.675
2023-07-28 04:23:39,124 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.930, mIoU: 0.675
2023-07-28 04:23:39,228 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.931, mIoU: 0.675
2023-07-28 04:23:39,340 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.931, mIoU: 0.676
2023-07-28 04:23:39,443 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.931, mIoU: 0.675
2023-07-28 04:23:39,554 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.930, mIoU: 0.674
2023-07-28 04:23:39,669 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.930, mIoU: 0.674
2023-07-28 04:23:39,774 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.930, mIoU: 0.674
2023-07-28 04:23:39,877 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.930, mIoU: 0.674
2023-07-28 04:23:39,986 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.931, mIoU: 0.674
2023-07-28 04:23:40,102 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.931, mIoU: 0.673
2023-07-28 04:23:40,209 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.931, mIoU: 0.673
2023-07-28 04:23:40,316 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.930, mIoU: 0.675
2023-07-28 04:23:40,422 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.930, mIoU: 0.675
2023-07-28 04:23:40,529 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.930, mIoU: 0.674
2023-07-28 04:23:40,642 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.930, mIoU: 0.674
2023-07-28 04:23:40,748 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.930, mIoU: 0.673
2023-07-28 04:23:40,852 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.930, mIoU: 0.673
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2023-07-28 04:23:41,062 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.930, mIoU: 0.675
2023-07-28 04:23:41,166 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.930, mIoU: 0.675
2023-07-28 04:23:41,268 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.929, mIoU: 0.673
2023-07-28 04:23:41,370 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.929, mIoU: 0.675
2023-07-28 04:23:41,474 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.930, mIoU: 0.675
2023-07-28 04:23:41,578 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.929, mIoU: 0.674
2023-07-28 04:23:41,682 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.930, mIoU: 0.674
2023-07-28 04:23:41,786 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.930, mIoU: 0.674
2023-07-28 04:23:41,889 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.930, mIoU: 0.674
2023-07-28 04:23:41,993 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.931, mIoU: 0.674
2023-07-28 04:23:42,101 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.931, mIoU: 0.673
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2023-07-28 04:23:42,424 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.931, mIoU: 0.673
2023-07-28 04:23:42,532 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.931, mIoU: 0.671
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2023-07-28 04:24:09,824 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.936, mIoU: 0.676
2023-07-28 04:24:09,927 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.936, mIoU: 0.676
2023-07-28 04:24:10,032 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.936, mIoU: 0.676
2023-07-28 04:24:10,136 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.936, mIoU: 0.676
2023-07-28 04:24:10,240 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.936, mIoU: 0.676
2023-07-28 04:24:10,344 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.936, mIoU: 0.676
2023-07-28 04:24:10,450 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.937, mIoU: 0.676
2023-07-28 04:24:10,556 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.937, mIoU: 0.676
2023-07-28 04:24:10,659 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.937, mIoU: 0.676
2023-07-28 04:24:10,764 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.937, mIoU: 0.676
2023-07-28 04:24:10,868 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.937, mIoU: 0.676
2023-07-28 04:24:10,974 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.937, mIoU: 0.676
2023-07-28 04:24:11,078 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.937, mIoU: 0.677
2023-07-28 04:24:11,182 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.937, mIoU: 0.677
2023-07-28 04:24:11,286 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.937, mIoU: 0.677
2023-07-28 04:24:11,391 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.937, mIoU: 0.677
2023-07-28 04:24:11,497 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.937, mIoU: 0.677
2023-07-28 04:24:11,609 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.937, mIoU: 0.677
2023-07-28 04:24:11,719 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.937, mIoU: 0.677
2023-07-28 04:24:11,833 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.937, mIoU: 0.677
2023-07-28 04:24:11,939 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.937, mIoU: 0.677
2023-07-28 04:24:12,046 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-28 04:24:12,152 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-28 04:24:12,258 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-28 04:24:12,365 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.938, mIoU: 0.678
2023-07-28 04:24:12,472 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.938, mIoU: 0.678
2023-07-28 04:24:12,588 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.938, mIoU: 0.678
2023-07-28 04:24:12,700 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.938, mIoU: 0.678
2023-07-28 04:24:12,810 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.938, mIoU: 0.678
2023-07-28 04:24:12,926 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.938, mIoU: 0.678
2023-07-28 04:24:13,032 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.938, mIoU: 0.679
2023-07-28 04:24:13,137 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.938, mIoU: 0.679
2023-07-28 04:24:13,241 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.938, mIoU: 0.679
2023-07-28 04:24:13,351 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.938, mIoU: 0.679
2023-07-28 04:24:13,465 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.938, mIoU: 0.679
2023-07-28 04:24:13,575 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.938, mIoU: 0.679
2023-07-28 04:24:13,681 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-28 04:24:13,791 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-28 04:24:13,904 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-28 04:24:14,014 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-28 04:24:14,123 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-28 04:24:14,231 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-28 04:24:14,339 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-28 04:24:14,442 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-28 04:24:14,546 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-28 04:24:14,655 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-28 04:24:14,759 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-28 04:24:14,863 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-28 04:24:14,969 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-28 04:24:15,073 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-28 04:24:15,177 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-28 04:24:15,281 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-28 04:24:15,386 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-28 04:24:15,491 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-28 04:24:15,598 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-28 04:24:15,706 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-28 04:24:15,814 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-28 04:24:15,925 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-28 04:24:16,033 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-28 04:24:16,138 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-28 04:24:16,250 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-28 04:24:16,357 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.940, mIoU: 0.680
2023-07-28 04:24:16,468 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.940, mIoU: 0.680
2023-07-28 04:24:16,577 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.940, mIoU: 0.680
2023-07-28 04:24:16,686 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.940, mIoU: 0.680
2023-07-28 04:24:16,791 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.940, mIoU: 0.680
2023-07-28 04:24:16,893 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.940, mIoU: 0.681
2023-07-28 04:24:16,998 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.940, mIoU: 0.681
2023-07-28 04:24:17,103 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.940, mIoU: 0.681
2023-07-28 04:24:17,207 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.940, mIoU: 0.681
2023-07-28 04:24:17,311 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.940, mIoU: 0.682
2023-07-28 04:24:17,415 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.940, mIoU: 0.682
2023-07-28 04:24:17,519 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.940, mIoU: 0.682
2023-07-28 04:24:17,624 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.940, mIoU: 0.682
2023-07-28 04:24:17,729 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.940, mIoU: 0.682
2023-07-28 04:24:17,832 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.940, mIoU: 0.682
2023-07-28 04:24:17,936 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.940, mIoU: 0.682
2023-07-28 04:24:18,041 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.940, mIoU: 0.681
2023-07-28 04:24:18,145 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.940, mIoU: 0.681
2023-07-28 04:24:18,249 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.940, mIoU: 0.681
2023-07-28 04:24:18,354 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.940, mIoU: 0.682
2023-07-28 04:24:18,457 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.940, mIoU: 0.682
2023-07-28 04:24:18,562 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.940, mIoU: 0.682
2023-07-28 04:24:18,674 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.940, mIoU: 0.682
2023-07-28 04:24:18,785 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.941, mIoU: 0.682
2023-07-28 04:24:18,891 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.941, mIoU: 0.682
2023-07-28 04:24:18,998 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.941, mIoU: 0.682
2023-07-28 04:24:19,108 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.941, mIoU: 0.682
2023-07-28 04:24:19,220 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.941, mIoU: 0.682
2023-07-28 04:24:19,330 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.941, mIoU: 0.682
2023-07-28 04:24:19,440 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.941, mIoU: 0.682
2023-07-28 04:24:19,553 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.941, mIoU: 0.682
2023-07-28 04:24:19,659 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.941, mIoU: 0.682
2023-07-28 04:24:19,762 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.941, mIoU: 0.683
2023-07-28 04:24:19,865 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.941, mIoU: 0.683
2023-07-28 04:24:19,969 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.941, mIoU: 0.683
2023-07-28 04:24:20,071 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.941, mIoU: 0.683
2023-07-28 04:24:20,174 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.941, mIoU: 0.683
2023-07-28 04:24:20,276 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.941, mIoU: 0.683
2023-07-28 04:24:20,379 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.941, mIoU: 0.683
2023-07-28 04:24:20,482 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.941, mIoU: 0.683
2023-07-28 04:24:20,584 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.941, mIoU: 0.683
2023-07-28 04:24:20,690 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.941, mIoU: 0.683
2023-07-28 04:24:20,793 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.941, mIoU: 0.683
2023-07-28 04:24:20,896 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.941, mIoU: 0.683
2023-07-28 04:24:20,999 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.941, mIoU: 0.683
2023-07-28 04:24:21,101 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.941, mIoU: 0.683
2023-07-28 04:24:53,462 semantic_segmentation INFO: Iters: 16010/150000 || Lr: 0.018068 || Task Loss: 0.2911 || KD Loss: 0.1561|| 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: 14:42:00 || Estimated Time: 5 days, 3:01:28
2023-07-28 04:25:25,207 semantic_segmentation INFO: Iters: 16020/150000 || Lr: 0.018067 || Task Loss: 0.2806 || KD Loss: 0.0889|| 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: 14:42:32 || Estimated Time: 5 days, 3:00:44
2023-07-28 04:25:56,913 semantic_segmentation INFO: Iters: 16030/150000 || Lr: 0.018066 || Task Loss: 0.3603 || KD Loss: 0.1066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1407|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:43:03 || Estimated Time: 5 days, 3:00:00
2023-07-28 04:26:28,660 semantic_segmentation INFO: Iters: 16040/150000 || Lr: 0.018065 || Task Loss: 0.1839 || KD Loss: 0.0621|| 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: 14:43:35 || Estimated Time: 5 days, 2:59:16
2023-07-28 04:27:00,462 semantic_segmentation INFO: Iters: 16050/150000 || Lr: 0.018063 || Task Loss: 0.2016 || KD Loss: 0.0737|| 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: 14:44:07 || Estimated Time: 5 days, 2:58:32
2023-07-28 04:27:32,280 semantic_segmentation INFO: Iters: 16060/150000 || Lr: 0.018062 || Task Loss: 0.2374 || KD Loss: 0.0609|| 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: 14:44:39 || Estimated Time: 5 days, 2:57:49
2023-07-28 04:28:04,052 semantic_segmentation INFO: Iters: 16070/150000 || Lr: 0.018061 || Task Loss: 0.2143 || KD Loss: 0.0661|| 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: 14:45:10 || Estimated Time: 5 days, 2:57:05
2023-07-28 04:28:35,878 semantic_segmentation INFO: Iters: 16080/150000 || Lr: 0.018060 || Task Loss: 0.2509 || KD Loss: 0.0740|| 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: 14:45:42 || Estimated Time: 5 days, 2:56:22
2023-07-28 04:29:07,638 semantic_segmentation INFO: Iters: 16090/150000 || Lr: 0.018059 || Task Loss: 0.2284 || KD Loss: 0.0780|| 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: 14:46:14 || Estimated Time: 5 days, 2:55:38
2023-07-28 04:29:39,648 semantic_segmentation INFO: Iters: 16100/150000 || Lr: 0.018057 || Task Loss: 0.3087 || KD Loss: 0.1122|| 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: 14:46:46 || Estimated Time: 5 days, 2:54:56
2023-07-28 04:30:11,662 semantic_segmentation INFO: Iters: 16110/150000 || Lr: 0.018056 || Task Loss: 0.2910 || KD Loss: 0.0945|| 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: 14:47:18 || Estimated Time: 5 days, 2:54:15
2023-07-28 04:30:43,684 semantic_segmentation INFO: Iters: 16120/150000 || Lr: 0.018055 || Task Loss: 0.2627 || KD Loss: 0.0838|| 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: 14:47:50 || Estimated Time: 5 days, 2:53:33
2023-07-28 04:31:15,641 semantic_segmentation INFO: Iters: 16130/150000 || Lr: 0.018054 || Task Loss: 0.2566 || KD Loss: 0.0968|| 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: 14:48:22 || Estimated Time: 5 days, 2:52:51
2023-07-28 04:31:47,629 semantic_segmentation INFO: Iters: 16140/150000 || Lr: 0.018052 || Task Loss: 0.2581 || KD Loss: 0.0797|| 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: 14:48:54 || Estimated Time: 5 days, 2:52:09
2023-07-28 04:32:19,608 semantic_segmentation INFO: Iters: 16150/150000 || Lr: 0.018051 || Task Loss: 0.2976 || KD Loss: 0.1505|| 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: 14:49:26 || Estimated Time: 5 days, 2:51:28
2023-07-28 04:32:51,572 semantic_segmentation INFO: Iters: 16160/150000 || Lr: 0.018050 || Task Loss: 0.3067 || KD Loss: 0.1086|| 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: 14:49:58 || Estimated Time: 5 days, 2:50:46
2023-07-28 04:33:23,441 semantic_segmentation INFO: Iters: 16170/150000 || Lr: 0.018049 || Task Loss: 0.2043 || KD Loss: 0.0666|| 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: 14:50:30 || Estimated Time: 5 days, 2:50:03
2023-07-28 04:33:55,353 semantic_segmentation INFO: Iters: 16180/150000 || Lr: 0.018048 || Task Loss: 0.1925 || KD Loss: 0.0725|| 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: 14:51:02 || Estimated Time: 5 days, 2:49:20
2023-07-28 04:34:27,268 semantic_segmentation INFO: Iters: 16190/150000 || Lr: 0.018046 || Task Loss: 0.3237 || KD Loss: 0.1075|| 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: 14:51:34 || Estimated Time: 5 days, 2:48:38
2023-07-28 04:34:59,129 semantic_segmentation INFO: Iters: 16200/150000 || Lr: 0.018045 || Task Loss: 0.3203 || KD Loss: 0.1009|| 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: 14:52:05 || Estimated Time: 5 days, 2:47:55
2023-07-28 04:35:31,084 semantic_segmentation INFO: Iters: 16210/150000 || Lr: 0.018044 || Task Loss: 0.2661 || KD Loss: 0.0810|| 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: 14:52:37 || Estimated Time: 5 days, 2:47:13
2023-07-28 04:36:03,009 semantic_segmentation INFO: Iters: 16220/150000 || Lr: 0.018043 || Task Loss: 0.3305 || KD Loss: 0.1362|| 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: 14:53:09 || Estimated Time: 5 days, 2:46:31
2023-07-28 04:36:34,972 semantic_segmentation INFO: Iters: 16230/150000 || Lr: 0.018042 || Task Loss: 0.2983 || KD Loss: 0.1092|| 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: 14:53:41 || Estimated Time: 5 days, 2:45:49
2023-07-28 04:37:06,949 semantic_segmentation INFO: Iters: 16240/150000 || Lr: 0.018040 || Task Loss: 0.2835 || KD Loss: 0.0965|| 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: 14:54:13 || Estimated Time: 5 days, 2:45:07
2023-07-28 04:37:38,967 semantic_segmentation INFO: Iters: 16250/150000 || Lr: 0.018039 || Task Loss: 0.2289 || KD Loss: 0.0639|| 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: 14:54:45 || Estimated Time: 5 days, 2:44:26
2023-07-28 04:38:10,975 semantic_segmentation INFO: Iters: 16260/150000 || Lr: 0.018038 || Task Loss: 0.2530 || KD Loss: 0.0752|| 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: 14:55:17 || Estimated Time: 5 days, 2:43:44
2023-07-28 04:38:43,087 semantic_segmentation INFO: Iters: 16270/150000 || Lr: 0.018037 || Task Loss: 0.2445 || KD Loss: 0.0662|| 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: 14:55:49 || Estimated Time: 5 days, 2:43:04
2023-07-28 04:39:15,191 semantic_segmentation INFO: Iters: 16280/150000 || Lr: 0.018035 || Task Loss: 0.3039 || KD Loss: 0.1123|| 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: 14:56:22 || Estimated Time: 5 days, 2:42:23
2023-07-28 04:39:47,249 semantic_segmentation INFO: Iters: 16290/150000 || Lr: 0.018034 || Task Loss: 0.2511 || KD Loss: 0.0876|| 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: 14:56:54 || Estimated Time: 5 days, 2:41:42
2023-07-28 04:40:19,341 semantic_segmentation INFO: Iters: 16300/150000 || Lr: 0.018033 || Task Loss: 0.3302 || KD Loss: 0.1333|| 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: 14:57:26 || Estimated Time: 5 days, 2:41:01
2023-07-28 04:40:51,394 semantic_segmentation INFO: Iters: 16310/150000 || Lr: 0.018032 || Task Loss: 0.3416 || KD Loss: 0.0676|| 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: 14:57:58 || Estimated Time: 5 days, 2:40:20
2023-07-28 04:41:23,465 semantic_segmentation INFO: Iters: 16320/150000 || Lr: 0.018031 || Task Loss: 0.2244 || KD Loss: 0.0642|| 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: 14:58:30 || Estimated Time: 5 days, 2:39:39
2023-07-28 04:41:55,661 semantic_segmentation INFO: Iters: 16330/150000 || Lr: 0.018029 || Task Loss: 0.2261 || KD Loss: 0.0829|| 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: 14:59:02 || Estimated Time: 5 days, 2:38:59
2023-07-28 04:42:27,817 semantic_segmentation INFO: Iters: 16340/150000 || Lr: 0.018028 || Task Loss: 0.2368 || KD Loss: 0.0651|| 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: 14:59:34 || Estimated Time: 5 days, 2:38:19
2023-07-28 04:42:59,990 semantic_segmentation INFO: Iters: 16350/150000 || Lr: 0.018027 || Task Loss: 0.2989 || KD Loss: 0.0956|| 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: 15:00:06 || Estimated Time: 5 days, 2:37:39
2023-07-28 04:43:32,199 semantic_segmentation INFO: Iters: 16360/150000 || Lr: 0.018026 || Task Loss: 0.1713 || KD Loss: 0.0582|| 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: 15:00:39 || Estimated Time: 5 days, 2:36:59
2023-07-28 04:44:04,351 semantic_segmentation INFO: Iters: 16370/150000 || Lr: 0.018025 || Task Loss: 0.1715 || KD Loss: 0.0475|| 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: 15:01:11 || Estimated Time: 5 days, 2:36:19
2023-07-28 04:44:36,610 semantic_segmentation INFO: Iters: 16380/150000 || Lr: 0.018023 || Task Loss: 0.3824 || KD Loss: 0.1370|| 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: 15:01:43 || Estimated Time: 5 days, 2:35:40
2023-07-28 04:45:08,759 semantic_segmentation INFO: Iters: 16390/150000 || Lr: 0.018022 || Task Loss: 0.2412 || KD Loss: 0.0663|| 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: 15:02:15 || Estimated Time: 5 days, 2:35:00
2023-07-28 04:45:40,938 semantic_segmentation INFO: Iters: 16400/150000 || Lr: 0.018021 || Task Loss: 0.2011 || KD Loss: 0.0616|| 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: 15:02:47 || Estimated Time: 5 days, 2:34:20
2023-07-28 04:46:16,344 semantic_segmentation INFO: Iters: 16410/150000 || Lr: 0.018020 || Task Loss: 0.2661 || KD Loss: 0.0660|| 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: 15:03:23 || Estimated Time: 5 days, 2:34:06
2023-07-28 04:46:48,523 semantic_segmentation INFO: Iters: 16420/150000 || Lr: 0.018018 || Task Loss: 0.2794 || KD Loss: 0.0797|| 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: 15:03:55 || Estimated Time: 5 days, 2:33:26
2023-07-28 04:47:20,686 semantic_segmentation INFO: Iters: 16430/150000 || Lr: 0.018017 || Task Loss: 0.3560 || KD Loss: 0.1266|| 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: 15:04:27 || Estimated Time: 5 days, 2:32:46
2023-07-28 04:47:52,988 semantic_segmentation INFO: Iters: 16440/150000 || Lr: 0.018016 || Task Loss: 0.3886 || KD Loss: 0.1402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1318|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:04:59 || Estimated Time: 5 days, 2:32:07
2023-07-28 04:48:25,215 semantic_segmentation INFO: Iters: 16450/150000 || Lr: 0.018015 || Task Loss: 0.3674 || KD Loss: 0.1110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1319|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:05:32 || Estimated Time: 5 days, 2:31:27
2023-07-28 04:48:57,363 semantic_segmentation INFO: Iters: 16460/150000 || Lr: 0.018014 || Task Loss: 0.2352 || KD Loss: 0.0842|| 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: 15:06:04 || Estimated Time: 5 days, 2:30:47
2023-07-28 04:49:29,554 semantic_segmentation INFO: Iters: 16470/150000 || Lr: 0.018012 || Task Loss: 0.2725 || KD Loss: 0.1021|| 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: 15:06:36 || Estimated Time: 5 days, 2:30:08
2023-07-28 04:50:01,800 semantic_segmentation INFO: Iters: 16480/150000 || Lr: 0.018011 || Task Loss: 0.2794 || KD Loss: 0.0911|| 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: 15:07:08 || Estimated Time: 5 days, 2:29:28
2023-07-28 04:50:34,008 semantic_segmentation INFO: Iters: 16490/150000 || Lr: 0.018010 || Task Loss: 0.2476 || KD Loss: 0.0822|| 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: 15:07:40 || Estimated Time: 5 days, 2:28:49
2023-07-28 04:51:06,190 semantic_segmentation INFO: Iters: 16500/150000 || Lr: 0.018009 || Task Loss: 0.4286 || KD Loss: 0.1522|| 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: 15:08:13 || Estimated Time: 5 days, 2:28:09
2023-07-28 04:51:38,449 semantic_segmentation INFO: Iters: 16510/150000 || Lr: 0.018008 || Task Loss: 0.3039 || KD Loss: 0.1075|| 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: 15:08:45 || Estimated Time: 5 days, 2:27:30
2023-07-28 04:52:10,740 semantic_segmentation INFO: Iters: 16520/150000 || Lr: 0.018006 || Task Loss: 0.3236 || KD Loss: 0.1038|| 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: 15:09:17 || Estimated Time: 5 days, 2:26:50
2023-07-28 04:52:42,961 semantic_segmentation INFO: Iters: 16530/150000 || Lr: 0.018005 || Task Loss: 0.2366 || KD Loss: 0.0772|| 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: 15:09:49 || Estimated Time: 5 days, 2:26:11
2023-07-28 04:53:15,282 semantic_segmentation INFO: Iters: 16540/150000 || Lr: 0.018004 || Task Loss: 0.4691 || KD Loss: 0.2178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1315|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:10:22 || Estimated Time: 5 days, 2:25:32
2023-07-28 04:53:47,564 semantic_segmentation INFO: Iters: 16550/150000 || Lr: 0.018003 || Task Loss: 0.4298 || KD Loss: 0.1492|| 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: 15:10:54 || Estimated Time: 5 days, 2:24:53
2023-07-28 04:54:19,835 semantic_segmentation INFO: Iters: 16560/150000 || Lr: 0.018001 || Task Loss: 0.8058 || KD Loss: 0.2448|| 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: 15:11:26 || Estimated Time: 5 days, 2:24:14
2023-07-28 04:54:52,124 semantic_segmentation INFO: Iters: 16570/150000 || Lr: 0.018000 || Task Loss: 0.3714 || KD Loss: 0.1699|| 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: 15:11:58 || Estimated Time: 5 days, 2:23:35
2023-07-28 04:55:24,321 semantic_segmentation INFO: Iters: 16580/150000 || Lr: 0.017999 || Task Loss: 0.2829 || KD Loss: 0.0916|| 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: 15:12:31 || Estimated Time: 5 days, 2:22:56
2023-07-28 04:55:56,580 semantic_segmentation INFO: Iters: 16590/150000 || Lr: 0.017998 || Task Loss: 0.3854 || KD Loss: 0.1716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1421|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:13:03 || Estimated Time: 5 days, 2:22:16
2023-07-28 04:56:28,776 semantic_segmentation INFO: Iters: 16600/150000 || Lr: 0.017997 || Task Loss: 0.2879 || KD Loss: 0.0936|| 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: 15:13:35 || Estimated Time: 5 days, 2:21:37
2023-07-28 04:57:01,125 semantic_segmentation INFO: Iters: 16610/150000 || Lr: 0.017995 || Task Loss: 0.1720 || KD Loss: 0.0593|| 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: 15:14:07 || Estimated Time: 5 days, 2:20:58
2023-07-28 04:57:33,350 semantic_segmentation INFO: Iters: 16620/150000 || Lr: 0.017994 || Task Loss: 0.2672 || KD Loss: 0.0897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1319|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:14:40 || Estimated Time: 5 days, 2:20:19
2023-07-28 04:58:05,633 semantic_segmentation INFO: Iters: 16630/150000 || Lr: 0.017993 || Task Loss: 0.2953 || KD Loss: 0.1069|| 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: 15:15:12 || Estimated Time: 5 days, 2:19:40
2023-07-28 04:58:37,860 semantic_segmentation INFO: Iters: 16640/150000 || Lr: 0.017992 || Task Loss: 0.2906 || KD Loss: 0.0890|| 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: 15:15:44 || Estimated Time: 5 days, 2:19:01
2023-07-28 04:59:10,181 semantic_segmentation INFO: Iters: 16650/150000 || Lr: 0.017991 || Task Loss: 0.2170 || KD Loss: 0.0757|| 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: 15:16:17 || Estimated Time: 5 days, 2:18:22
2023-07-28 04:59:42,482 semantic_segmentation INFO: Iters: 16660/150000 || Lr: 0.017989 || Task Loss: 0.2485 || KD Loss: 0.0680|| 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: 15:16:49 || Estimated Time: 5 days, 2:17:43
2023-07-28 05:00:14,763 semantic_segmentation INFO: Iters: 16670/150000 || Lr: 0.017988 || Task Loss: 0.2542 || KD Loss: 0.0727|| 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: 15:17:21 || Estimated Time: 5 days, 2:17:05
2023-07-28 05:00:47,054 semantic_segmentation INFO: Iters: 16680/150000 || Lr: 0.017987 || Task Loss: 0.2446 || KD Loss: 0.0724|| 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: 15:17:53 || Estimated Time: 5 days, 2:16:25
2023-07-28 05:01:19,305 semantic_segmentation INFO: Iters: 16690/150000 || Lr: 0.017986 || Task Loss: 0.2126 || KD Loss: 0.0666|| 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: 15:18:26 || Estimated Time: 5 days, 2:15:47
2023-07-28 05:01:51,604 semantic_segmentation INFO: Iters: 16700/150000 || Lr: 0.017984 || Task Loss: 0.2850 || KD Loss: 0.1205|| 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: 15:18:58 || Estimated Time: 5 days, 2:15:08
2023-07-28 05:02:23,884 semantic_segmentation INFO: Iters: 16710/150000 || Lr: 0.017983 || Task Loss: 0.4452 || KD Loss: 0.1456|| 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: 15:19:30 || Estimated Time: 5 days, 2:14:29
2023-07-28 05:02:56,226 semantic_segmentation INFO: Iters: 16720/150000 || Lr: 0.017982 || Task Loss: 0.2871 || KD Loss: 0.1382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1319|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:20:03 || Estimated Time: 5 days, 2:13:50
2023-07-28 05:03:28,529 semantic_segmentation INFO: Iters: 16730/150000 || Lr: 0.017981 || Task Loss: 0.2783 || KD Loss: 0.1203|| 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: 15:20:35 || Estimated Time: 5 days, 2:13:12
2023-07-28 05:04:00,974 semantic_segmentation INFO: Iters: 16740/150000 || Lr: 0.017980 || Task Loss: 0.2406 || KD Loss: 0.0900|| 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: 15:21:07 || Estimated Time: 5 days, 2:12:34
2023-07-28 05:04:33,312 semantic_segmentation INFO: Iters: 16750/150000 || Lr: 0.017978 || Task Loss: 0.3262 || KD Loss: 0.1170|| 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: 15:21:40 || Estimated Time: 5 days, 2:11:56
2023-07-28 05:05:05,685 semantic_segmentation INFO: Iters: 16760/150000 || Lr: 0.017977 || Task Loss: 0.4409 || KD Loss: 0.1910|| 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: 15:22:12 || Estimated Time: 5 days, 2:11:17
2023-07-28 05:05:37,925 semantic_segmentation INFO: Iters: 16770/150000 || Lr: 0.017976 || Task Loss: 0.3196 || KD Loss: 0.0971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1441|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:22:44 || Estimated Time: 5 days, 2:10:39
2023-07-28 05:06:10,345 semantic_segmentation INFO: Iters: 16780/150000 || Lr: 0.017975 || Task Loss: 0.3885 || KD Loss: 0.1132|| 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: 15:23:17 || Estimated Time: 5 days, 2:10:01
2023-07-28 05:06:42,660 semantic_segmentation INFO: Iters: 16790/150000 || Lr: 0.017974 || Task Loss: 0.2728 || KD Loss: 0.0899|| 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: 15:23:49 || Estimated Time: 5 days, 2:09:22
2023-07-28 05:07:15,003 semantic_segmentation INFO: Iters: 16800/150000 || Lr: 0.017972 || Task Loss: 0.4181 || KD Loss: 0.1707|| 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: 15:24:21 || Estimated Time: 5 days, 2:08:44
2023-07-28 05:07:15,071 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 05:07:15,873 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.925, mIoU: 0.353
2023-07-28 05:07:15,992 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.941, mIoU: 0.439
2023-07-28 05:07:16,098 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.948, mIoU: 0.450
2023-07-28 05:07:16,206 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.950, mIoU: 0.490
2023-07-28 05:07:16,312 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.953, mIoU: 0.487
2023-07-28 05:07:16,415 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.955, mIoU: 0.495
2023-07-28 05:07:16,520 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.954, mIoU: 0.515
2023-07-28 05:07:16,624 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.954, mIoU: 0.558
2023-07-28 05:07:16,728 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.954, mIoU: 0.591
2023-07-28 05:07:16,830 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.952, mIoU: 0.632
2023-07-28 05:07:16,933 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.952, mIoU: 0.639
2023-07-28 05:07:17,038 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.654
2023-07-28 05:07:17,141 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.946, mIoU: 0.626
2023-07-28 05:07:17,243 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.943, mIoU: 0.614
2023-07-28 05:07:17,345 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.941, mIoU: 0.616
2023-07-28 05:07:17,448 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.939, mIoU: 0.610
2023-07-28 05:07:17,552 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.939, mIoU: 0.607
2023-07-28 05:07:17,657 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.939, mIoU: 0.611
2023-07-28 05:07:17,761 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.939, mIoU: 0.619
2023-07-28 05:07:17,867 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.940, mIoU: 0.627
2023-07-28 05:07:17,972 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.941, mIoU: 0.629
2023-07-28 05:07:18,079 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.933, mIoU: 0.608
2023-07-28 05:07:18,182 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.933, mIoU: 0.607
2023-07-28 05:07:18,285 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.931, mIoU: 0.615
2023-07-28 05:07:18,391 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.930, mIoU: 0.628
2023-07-28 05:07:18,498 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.930, mIoU: 0.629
2023-07-28 05:07:18,604 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.930, mIoU: 0.620
2023-07-28 05:07:18,713 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.929, mIoU: 0.617
2023-07-28 05:07:18,826 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.929, mIoU: 0.625
2023-07-28 05:07:18,946 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.928, mIoU: 0.625
2023-07-28 05:07:19,056 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.928, mIoU: 0.623
2023-07-28 05:07:19,162 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.928, mIoU: 0.621
2023-07-28 05:07:19,266 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.929, mIoU: 0.624
2023-07-28 05:07:19,375 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.929, mIoU: 0.621
2023-07-28 05:07:19,478 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.928, mIoU: 0.620
2023-07-28 05:07:19,587 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.929, mIoU: 0.619
2023-07-28 05:07:19,690 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.929, mIoU: 0.617
2023-07-28 05:07:19,797 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.927, mIoU: 0.615
2023-07-28 05:07:19,900 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.926, mIoU: 0.612
2023-07-28 05:07:20,014 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.927, mIoU: 0.613
2023-07-28 05:07:20,120 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.928, mIoU: 0.613
2023-07-28 05:07:20,225 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.928, mIoU: 0.613
2023-07-28 05:07:20,332 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.928, mIoU: 0.614
2023-07-28 05:07:20,436 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.929, mIoU: 0.615
2023-07-28 05:07:20,541 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.930, mIoU: 0.614
2023-07-28 05:07:20,646 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.930, mIoU: 0.612
2023-07-28 05:07:20,752 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.931, mIoU: 0.613
2023-07-28 05:07:20,858 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.931, mIoU: 0.612
2023-07-28 05:07:20,965 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.931, mIoU: 0.613
2023-07-28 05:07:21,080 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.931, mIoU: 0.616
2023-07-28 05:07:21,195 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.931, mIoU: 0.617
2023-07-28 05:07:21,302 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.930, mIoU: 0.613
2023-07-28 05:07:21,408 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.929, mIoU: 0.612
2023-07-28 05:07:21,517 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.928, mIoU: 0.614
2023-07-28 05:07:21,624 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.927, mIoU: 0.611
2023-07-28 05:07:21,734 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.926, mIoU: 0.608
2023-07-28 05:07:21,842 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.926, mIoU: 0.609
2023-07-28 05:07:21,946 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.927, mIoU: 0.616
2023-07-28 05:07:22,052 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.927, mIoU: 0.620
2023-07-28 05:07:22,159 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.927, mIoU: 0.618
2023-07-28 05:07:22,263 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.927, mIoU: 0.622
2023-07-28 05:07:22,367 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.927, mIoU: 0.624
2023-07-28 05:07:22,471 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.927, mIoU: 0.620
2023-07-28 05:07:22,575 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.927, mIoU: 0.627
2023-07-28 05:07:22,682 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.927, mIoU: 0.630
2023-07-28 05:07:22,786 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.927, mIoU: 0.630
2023-07-28 05:07:22,888 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.926, mIoU: 0.628
2023-07-28 05:07:22,992 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.926, mIoU: 0.628
2023-07-28 05:07:23,098 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.926, mIoU: 0.627
2023-07-28 05:07:23,203 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.926, mIoU: 0.627
2023-07-28 05:07:23,307 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.926, mIoU: 0.628
2023-07-28 05:07:23,410 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.927, mIoU: 0.628
2023-07-28 05:07:23,513 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.927, mIoU: 0.627
2023-07-28 05:07:23,619 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.927, mIoU: 0.626
2023-07-28 05:07:23,724 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.927, mIoU: 0.627
2023-07-28 05:07:23,831 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.927, mIoU: 0.627
2023-07-28 05:07:23,940 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.927, mIoU: 0.627
2023-07-28 05:07:24,056 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.927, mIoU: 0.628
2023-07-28 05:07:24,170 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.927, mIoU: 0.628
2023-07-28 05:07:24,275 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.927, mIoU: 0.629
2023-07-28 05:07:24,382 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.927, mIoU: 0.630
2023-07-28 05:07:24,491 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.927, mIoU: 0.631
2023-07-28 05:07:24,602 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.927, mIoU: 0.630
2023-07-28 05:07:24,708 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.926, mIoU: 0.628
2023-07-28 05:07:24,813 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.923, mIoU: 0.624
2023-07-28 05:07:24,918 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.923, mIoU: 0.624
2023-07-28 05:07:25,023 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.923, mIoU: 0.625
2023-07-28 05:07:25,129 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.924, mIoU: 0.625
2023-07-28 05:07:25,233 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.924, mIoU: 0.625
2023-07-28 05:07:25,336 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.924, mIoU: 0.624
2023-07-28 05:07:25,439 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.924, mIoU: 0.625
2023-07-28 05:07:25,540 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.923, mIoU: 0.615
2023-07-28 05:07:25,642 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.923, mIoU: 0.615
2023-07-28 05:07:25,747 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.923, mIoU: 0.615
2023-07-28 05:07:25,851 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.923, mIoU: 0.615
2023-07-28 05:07:25,952 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.923, mIoU: 0.614
2023-07-28 05:07:26,055 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.923, mIoU: 0.614
2023-07-28 05:07:26,164 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.923, mIoU: 0.614
2023-07-28 05:07:26,268 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.923, mIoU: 0.613
2023-07-28 05:07:26,370 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.923, mIoU: 0.614
2023-07-28 05:07:26,475 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.922, mIoU: 0.614
2023-07-28 05:07:26,579 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.921, mIoU: 0.612
2023-07-28 05:07:26,683 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.921, mIoU: 0.612
2023-07-28 05:07:26,788 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.921, mIoU: 0.612
2023-07-28 05:07:26,892 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.921, mIoU: 0.612
2023-07-28 05:07:26,997 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.922, mIoU: 0.612
2023-07-28 05:07:27,101 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.922, mIoU: 0.612
2023-07-28 05:07:27,211 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.922, mIoU: 0.612
2023-07-28 05:07:27,321 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.922, mIoU: 0.612
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2023-07-28 05:07:54,239 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.927, mIoU: 0.616
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2023-07-28 05:07:59,485 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.931, mIoU: 0.624
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2023-07-28 05:07:59,931 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.931, mIoU: 0.625
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2023-07-28 05:08:09,537 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.935, mIoU: 0.633
2023-07-28 05:08:09,643 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.935, mIoU: 0.633
2023-07-28 05:08:42,382 semantic_segmentation INFO: Iters: 16810/150000 || Lr: 0.017971 || Task Loss: 0.2351 || KD Loss: 0.0953|| 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: 15:25:49 || Estimated Time: 5 days, 2:15:22
2023-07-28 05:09:16,422 semantic_segmentation INFO: Iters: 16820/150000 || Lr: 0.017970 || Task Loss: 0.2473 || KD Loss: 0.0890|| 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: 15:26:23 || Estimated Time: 5 days, 2:14:54
2023-07-28 05:09:50,031 semantic_segmentation INFO: Iters: 16830/150000 || Lr: 0.017969 || Task Loss: 0.2490 || KD Loss: 0.0868|| 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: 15:26:56 || Estimated Time: 5 days, 2:14:28
2023-07-28 05:10:22,255 semantic_segmentation INFO: Iters: 16840/150000 || Lr: 0.017967 || Task Loss: 0.4217 || KD Loss: 0.1755|| 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: 15:27:29 || Estimated Time: 5 days, 2:13:48
2023-07-28 05:10:54,605 semantic_segmentation INFO: Iters: 16850/150000 || Lr: 0.017966 || Task Loss: 0.4619 || KD Loss: 0.1757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1546|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 5 days, 2:13:10
2023-07-28 05:11:27,010 semantic_segmentation INFO: Iters: 16860/150000 || Lr: 0.017965 || Task Loss: 0.2046 || KD Loss: 0.0956|| 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: 15:28:33 || Estimated Time: 5 days, 2:12:32
2023-07-28 05:11:59,400 semantic_segmentation INFO: Iters: 16870/150000 || Lr: 0.017964 || Task Loss: 0.1891 || KD Loss: 0.0528|| 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: 15:29:06 || Estimated Time: 5 days, 2:11:53
2023-07-28 05:12:31,827 semantic_segmentation INFO: Iters: 16880/150000 || Lr: 0.017963 || Task Loss: 0.3174 || KD Loss: 0.1011|| 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: 15:29:38 || Estimated Time: 5 days, 2:11:15
2023-07-28 05:13:04,296 semantic_segmentation INFO: Iters: 16890/150000 || Lr: 0.017961 || Task Loss: 0.2356 || KD Loss: 0.0696|| 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: 15:30:11 || Estimated Time: 5 days, 2:10:38
2023-07-28 05:13:36,725 semantic_segmentation INFO: Iters: 16900/150000 || Lr: 0.017960 || Task Loss: 0.2274 || KD Loss: 0.0614|| 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: 15:30:43 || Estimated Time: 5 days, 2:10:00
2023-07-28 05:14:09,220 semantic_segmentation INFO: Iters: 16910/150000 || Lr: 0.017959 || Task Loss: 0.2433 || KD Loss: 0.0688|| 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: 15:31:16 || Estimated Time: 5 days, 2:09:23
2023-07-28 05:14:41,569 semantic_segmentation INFO: Iters: 16920/150000 || Lr: 0.017958 || Task Loss: 0.3263 || KD Loss: 0.1011|| 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: 15:31:48 || Estimated Time: 5 days, 2:08:44
2023-07-28 05:15:13,959 semantic_segmentation INFO: Iters: 16930/150000 || Lr: 0.017957 || Task Loss: 0.2212 || KD Loss: 0.0764|| 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: 15:32:20 || Estimated Time: 5 days, 2:08:06
2023-07-28 05:15:46,486 semantic_segmentation INFO: Iters: 16940/150000 || Lr: 0.017955 || Task Loss: 0.2088 || KD Loss: 0.0872|| 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: 15:32:53 || Estimated Time: 5 days, 2:07:29
2023-07-28 05:16:18,861 semantic_segmentation INFO: Iters: 16950/150000 || Lr: 0.017954 || Task Loss: 0.2849 || KD Loss: 0.0844|| 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: 15:33:25 || Estimated Time: 5 days, 2:06:51
2023-07-28 05:16:51,418 semantic_segmentation INFO: Iters: 16960/150000 || Lr: 0.017953 || Task Loss: 0.2923 || KD Loss: 0.1252|| 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: 15:33:58 || Estimated Time: 5 days, 2:06:14
2023-07-28 05:17:23,876 semantic_segmentation INFO: Iters: 16970/150000 || Lr: 0.017952 || Task Loss: 0.2318 || KD Loss: 0.0627|| 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: 15:34:30 || Estimated Time: 5 days, 2:05:36
2023-07-28 05:17:56,348 semantic_segmentation INFO: Iters: 16980/150000 || Lr: 0.017950 || Task Loss: 0.3782 || KD Loss: 0.0996|| 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: 15:35:03 || Estimated Time: 5 days, 2:04:59
2023-07-28 05:18:28,846 semantic_segmentation INFO: Iters: 16990/150000 || Lr: 0.017949 || Task Loss: 0.3394 || KD Loss: 0.1189|| 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: 15:35:35 || Estimated Time: 5 days, 2:04:22
2023-07-28 05:19:01,326 semantic_segmentation INFO: Iters: 17000/150000 || Lr: 0.017948 || Task Loss: 0.2623 || KD Loss: 0.0790|| 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: 15:36:08 || Estimated Time: 5 days, 2:03:44
2023-07-28 05:19:33,789 semantic_segmentation INFO: Iters: 17010/150000 || Lr: 0.017947 || Task Loss: 0.2748 || KD Loss: 0.0754|| 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: 15:36:40 || Estimated Time: 5 days, 2:03:06
2023-07-28 05:20:06,285 semantic_segmentation INFO: Iters: 17020/150000 || Lr: 0.017946 || Task Loss: 0.3828 || KD Loss: 0.1089|| 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: 15:37:13 || Estimated Time: 5 days, 2:02:29
2023-07-28 05:20:38,769 semantic_segmentation INFO: Iters: 17030/150000 || Lr: 0.017944 || Task Loss: 0.2849 || KD Loss: 0.1010|| 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: 15:37:45 || Estimated Time: 5 days, 2:01:52
2023-07-28 05:21:11,210 semantic_segmentation INFO: Iters: 17040/150000 || Lr: 0.017943 || Task Loss: 0.2668 || KD Loss: 0.0857|| 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: 15:38:18 || Estimated Time: 5 days, 2:01:14
2023-07-28 05:21:43,664 semantic_segmentation INFO: Iters: 17050/150000 || Lr: 0.017942 || Task Loss: 0.5570 || KD Loss: 0.2494|| 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: 15:38:50 || Estimated Time: 5 days, 2:00:36
2023-07-28 05:22:16,171 semantic_segmentation INFO: Iters: 17060/150000 || Lr: 0.017941 || Task Loss: 0.3071 || KD Loss: 0.1335|| 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: 15:39:23 || Estimated Time: 5 days, 1:59:59
2023-07-28 05:22:48,687 semantic_segmentation INFO: Iters: 17070/150000 || Lr: 0.017940 || Task Loss: 0.2216 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:39:55 || Estimated Time: 5 days, 1:59:22
2023-07-28 05:23:21,178 semantic_segmentation INFO: Iters: 17080/150000 || Lr: 0.017938 || Task Loss: 0.2801 || KD Loss: 0.1271|| 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: 15:40:28 || Estimated Time: 5 days, 1:58:45
2023-07-28 05:23:53,741 semantic_segmentation INFO: Iters: 17090/150000 || Lr: 0.017937 || Task Loss: 0.3734 || KD Loss: 0.1407|| 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: 15:41:00 || Estimated Time: 5 days, 1:58:08
2023-07-28 05:24:26,296 semantic_segmentation INFO: Iters: 17100/150000 || Lr: 0.017936 || Task Loss: 0.3069 || KD Loss: 0.1365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1403|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:41:33 || Estimated Time: 5 days, 1:57:31
2023-07-28 05:24:58,869 semantic_segmentation INFO: Iters: 17110/150000 || Lr: 0.017935 || Task Loss: 0.2636 || KD Loss: 0.0998|| 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: 15:42:05 || Estimated Time: 5 days, 1:56:55
2023-07-28 05:25:31,428 semantic_segmentation INFO: Iters: 17120/150000 || Lr: 0.017933 || Task Loss: 0.3257 || KD Loss: 0.1124|| 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: 15:42:38 || Estimated Time: 5 days, 1:56:18
2023-07-28 05:26:03,969 semantic_segmentation INFO: Iters: 17130/150000 || Lr: 0.017932 || Task Loss: 0.1890 || KD Loss: 0.0704|| 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: 15:43:10 || Estimated Time: 5 days, 1:55:41
2023-07-28 05:26:36,462 semantic_segmentation INFO: Iters: 17140/150000 || Lr: 0.017931 || Task Loss: 0.3199 || KD Loss: 0.1192|| 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: 15:43:43 || Estimated Time: 5 days, 1:55:04
2023-07-28 05:27:08,993 semantic_segmentation INFO: Iters: 17150/150000 || Lr: 0.017930 || Task Loss: 0.2423 || KD Loss: 0.0853|| 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: 15:44:15 || Estimated Time: 5 days, 1:54:27
2023-07-28 05:27:41,465 semantic_segmentation INFO: Iters: 17160/150000 || Lr: 0.017929 || Task Loss: 0.1860 || KD Loss: 0.0627|| 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: 15:44:48 || Estimated Time: 5 days, 1:53:50
2023-07-28 05:28:14,050 semantic_segmentation INFO: Iters: 17170/150000 || Lr: 0.017927 || Task Loss: 0.2347 || KD Loss: 0.0874|| 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: 15:45:20 || Estimated Time: 5 days, 1:53:13
2023-07-28 05:28:46,597 semantic_segmentation INFO: Iters: 17180/150000 || Lr: 0.017926 || Task Loss: 0.2154 || KD Loss: 0.0675|| 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: 15:45:53 || Estimated Time: 5 days, 1:52:36
2023-07-28 05:29:19,059 semantic_segmentation INFO: Iters: 17190/150000 || Lr: 0.017925 || Task Loss: 0.2261 || KD Loss: 0.0676|| 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: 15:46:25 || Estimated Time: 5 days, 1:51:59
2023-07-28 05:29:51,721 semantic_segmentation INFO: Iters: 17200/150000 || Lr: 0.017924 || Task Loss: 0.2027 || KD Loss: 0.0621|| 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: 15:46:58 || Estimated Time: 5 days, 1:51:23
2023-07-28 05:30:24,314 semantic_segmentation INFO: Iters: 17210/150000 || Lr: 0.017923 || Task Loss: 0.2276 || KD Loss: 0.0642|| 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: 15:47:31 || Estimated Time: 5 days, 1:50:47
2023-07-28 05:30:57,062 semantic_segmentation INFO: Iters: 17220/150000 || Lr: 0.017921 || Task Loss: 0.3077 || KD Loss: 0.1249|| 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: 15:48:03 || Estimated Time: 5 days, 1:50:11
2023-07-28 05:31:29,615 semantic_segmentation INFO: Iters: 17230/150000 || Lr: 0.017920 || Task Loss: 0.2976 || KD Loss: 0.0852|| 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: 15:48:36 || Estimated Time: 5 days, 1:49:34
2023-07-28 05:32:02,247 semantic_segmentation INFO: Iters: 17240/150000 || Lr: 0.017919 || Task Loss: 0.2905 || KD Loss: 0.0789|| 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: 15:49:09 || Estimated Time: 5 days, 1:48:58
2023-07-28 05:32:37,042 semantic_segmentation INFO: Iters: 17250/150000 || Lr: 0.017918 || Task Loss: 0.2353 || KD Loss: 0.0677|| 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: 15:49:43 || Estimated Time: 5 days, 1:48:37
2023-07-28 05:33:10,531 semantic_segmentation INFO: Iters: 17260/150000 || Lr: 0.017916 || Task Loss: 0.2369 || KD Loss: 0.0759|| 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: 15:50:17 || Estimated Time: 5 days, 1:48:10
2023-07-28 05:33:43,151 semantic_segmentation INFO: Iters: 17270/150000 || Lr: 0.017915 || Task Loss: 0.5266 || KD Loss: 0.1056|| 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: 15:50:50 || Estimated Time: 5 days, 1:47:33
2023-07-28 05:34:15,597 semantic_segmentation INFO: Iters: 17280/150000 || Lr: 0.017914 || Task Loss: 0.3122 || KD Loss: 0.1106|| 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: 15:51:22 || Estimated Time: 5 days, 1:46:56
2023-07-28 05:34:48,040 semantic_segmentation INFO: Iters: 17290/150000 || Lr: 0.017913 || Task Loss: 0.2943 || KD Loss: 0.0955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1363|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:51:54 || Estimated Time: 5 days, 1:46:18
2023-07-28 05:35:20,636 semantic_segmentation INFO: Iters: 17300/150000 || Lr: 0.017912 || Task Loss: 0.2559 || KD Loss: 0.0908|| 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: 15:52:27 || Estimated Time: 5 days, 1:45:42
2023-07-28 05:35:53,168 semantic_segmentation INFO: Iters: 17310/150000 || Lr: 0.017910 || Task Loss: 0.3350 || KD Loss: 0.1436|| 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: 15:53:00 || Estimated Time: 5 days, 1:45:05
2023-07-28 05:36:25,633 semantic_segmentation INFO: Iters: 17320/150000 || Lr: 0.017909 || Task Loss: 0.2550 || KD Loss: 0.0960|| 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: 15:53:32 || Estimated Time: 5 days, 1:44:27
2023-07-28 05:36:58,165 semantic_segmentation INFO: Iters: 17330/150000 || Lr: 0.017908 || Task Loss: 0.2134 || KD Loss: 0.0715|| 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: 15:54:05 || Estimated Time: 5 days, 1:43:51
2023-07-28 05:37:30,703 semantic_segmentation INFO: Iters: 17340/150000 || Lr: 0.017907 || Task Loss: 0.3314 || KD Loss: 0.1180|| 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: 15:54:37 || Estimated Time: 5 days, 1:43:14
2023-07-28 05:38:03,224 semantic_segmentation INFO: Iters: 17350/150000 || Lr: 0.017906 || Task Loss: 0.3133 || KD Loss: 0.1431|| 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: 15:55:10 || Estimated Time: 5 days, 1:42:37
2023-07-28 05:38:35,760 semantic_segmentation INFO: Iters: 17360/150000 || Lr: 0.017904 || Task Loss: 0.3053 || KD Loss: 0.0857|| 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: 15:55:42 || Estimated Time: 5 days, 1:42:00
2023-07-28 05:39:08,345 semantic_segmentation INFO: Iters: 17370/150000 || Lr: 0.017903 || Task Loss: 0.2253 || KD Loss: 0.0825|| 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: 15:56:15 || Estimated Time: 5 days, 1:41:24
2023-07-28 05:39:40,898 semantic_segmentation INFO: Iters: 17380/150000 || Lr: 0.017902 || Task Loss: 0.2181 || KD Loss: 0.0722|| 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: 15:56:47 || Estimated Time: 5 days, 1:40:47
2023-07-28 05:40:13,555 semantic_segmentation INFO: Iters: 17390/150000 || Lr: 0.017901 || Task Loss: 0.3299 || KD Loss: 0.1453|| 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: 15:57:20 || Estimated Time: 5 days, 1:40:11
2023-07-28 05:40:46,256 semantic_segmentation INFO: Iters: 17400/150000 || Lr: 0.017899 || Task Loss: 0.2071 || KD Loss: 0.0734|| 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: 15:57:53 || Estimated Time: 5 days, 1:39:35
2023-07-28 05:41:18,831 semantic_segmentation INFO: Iters: 17410/150000 || Lr: 0.017898 || Task Loss: 0.2474 || KD Loss: 0.0775|| 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: 15:58:25 || Estimated Time: 5 days, 1:38:59
2023-07-28 05:41:51,545 semantic_segmentation INFO: Iters: 17420/150000 || Lr: 0.017897 || Task Loss: 0.2912 || KD Loss: 0.1253|| 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: 15:58:58 || Estimated Time: 5 days, 1:38:24
2023-07-28 05:42:24,202 semantic_segmentation INFO: Iters: 17430/150000 || Lr: 0.017896 || Task Loss: 0.2530 || KD Loss: 0.0723|| 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: 15:59:31 || Estimated Time: 5 days, 1:37:48
2023-07-28 05:42:56,806 semantic_segmentation INFO: Iters: 17440/150000 || Lr: 0.017895 || Task Loss: 0.3101 || KD Loss: 0.1272|| 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: 16:00:03 || Estimated Time: 5 days, 1:37:12
2023-07-28 05:43:29,444 semantic_segmentation INFO: Iters: 17450/150000 || Lr: 0.017893 || Task Loss: 0.2656 || KD Loss: 0.0884|| 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: 16:00:36 || Estimated Time: 5 days, 1:36:36
2023-07-28 05:44:02,033 semantic_segmentation INFO: Iters: 17460/150000 || Lr: 0.017892 || Task Loss: 0.2530 || KD Loss: 0.0848|| 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: 16:01:08 || Estimated Time: 5 days, 1:35:59
2023-07-28 05:44:34,605 semantic_segmentation INFO: Iters: 17470/150000 || Lr: 0.017891 || Task Loss: 0.2536 || KD Loss: 0.0741|| 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: 16:01:41 || Estimated Time: 5 days, 1:35:23
2023-07-28 05:45:07,231 semantic_segmentation INFO: Iters: 17480/150000 || Lr: 0.017890 || Task Loss: 0.2414 || KD Loss: 0.0787|| 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: 16:02:14 || Estimated Time: 5 days, 1:34:46
2023-07-28 05:45:39,867 semantic_segmentation INFO: Iters: 17490/150000 || Lr: 0.017889 || Task Loss: 0.3144 || KD Loss: 0.1095|| 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: 16:02:46 || Estimated Time: 5 days, 1:34:11
2023-07-28 05:46:12,491 semantic_segmentation INFO: Iters: 17500/150000 || Lr: 0.017887 || Task Loss: 0.2320 || KD Loss: 0.0753|| 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: 16:03:19 || Estimated Time: 5 days, 1:33:34
2023-07-28 05:46:45,088 semantic_segmentation INFO: Iters: 17510/150000 || Lr: 0.017886 || Task Loss: 0.2155 || KD Loss: 0.0689|| 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: 16:03:51 || Estimated Time: 5 days, 1:32:58
2023-07-28 05:47:17,711 semantic_segmentation INFO: Iters: 17520/150000 || Lr: 0.017885 || Task Loss: 0.2362 || KD Loss: 0.0755|| 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: 16:04:24 || Estimated Time: 5 days, 1:32:22
2023-07-28 05:47:50,362 semantic_segmentation INFO: Iters: 17530/150000 || Lr: 0.017884 || Task Loss: 0.2498 || KD Loss: 0.0799|| 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: 16:04:57 || Estimated Time: 5 days, 1:31:46
2023-07-28 05:48:22,947 semantic_segmentation INFO: Iters: 17540/150000 || Lr: 0.017882 || Task Loss: 0.3247 || KD Loss: 0.1010|| 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: 16:05:29 || Estimated Time: 5 days, 1:31:10
2023-07-28 05:48:55,513 semantic_segmentation INFO: Iters: 17550/150000 || Lr: 0.017881 || Task Loss: 0.2128 || KD Loss: 0.0681|| 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: 16:06:02 || Estimated Time: 5 days, 1:30:33
2023-07-28 05:49:28,238 semantic_segmentation INFO: Iters: 17560/150000 || Lr: 0.017880 || Task Loss: 0.1451 || KD Loss: 0.0605|| 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: 16:06:35 || Estimated Time: 5 days, 1:29:58
2023-07-28 05:50:00,844 semantic_segmentation INFO: Iters: 17570/150000 || Lr: 0.017879 || Task Loss: 0.1964 || KD Loss: 0.0532|| 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: 16:07:07 || Estimated Time: 5 days, 1:29:22
2023-07-28 05:50:33,449 semantic_segmentation INFO: Iters: 17580/150000 || Lr: 0.017878 || Task Loss: 0.3081 || KD Loss: 0.1031|| 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: 16:07:40 || Estimated Time: 5 days, 1:28:46
2023-07-28 05:51:06,023 semantic_segmentation INFO: Iters: 17590/150000 || Lr: 0.017876 || Task Loss: 0.3142 || KD Loss: 0.1414|| 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: 16:08:12 || Estimated Time: 5 days, 1:28:09
2023-07-28 05:51:38,717 semantic_segmentation INFO: Iters: 17600/150000 || Lr: 0.017875 || Task Loss: 0.3399 || KD Loss: 0.0951|| 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: 16:08:45 || Estimated Time: 5 days, 1:27:34
2023-07-28 05:51:38,780 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 05:51:39,614 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.939, mIoU: 0.357
2023-07-28 05:51:39,722 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.939, mIoU: 0.422
2023-07-28 05:51:39,831 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.936, mIoU: 0.427
2023-07-28 05:51:39,934 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.941, mIoU: 0.476
2023-07-28 05:51:40,036 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.942, mIoU: 0.469
2023-07-28 05:51:40,139 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.937, mIoU: 0.469
2023-07-28 05:51:40,243 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.940, mIoU: 0.507
2023-07-28 05:51:40,348 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.942, mIoU: 0.513
2023-07-28 05:51:40,453 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.943, mIoU: 0.547
2023-07-28 05:51:40,560 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.938, mIoU: 0.569
2023-07-28 05:51:40,663 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.938, mIoU: 0.573
2023-07-28 05:51:40,767 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.935, mIoU: 0.588
2023-07-28 05:51:40,870 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.935, mIoU: 0.583
2023-07-28 05:51:40,973 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.934, mIoU: 0.581
2023-07-28 05:51:41,078 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.931, mIoU: 0.567
2023-07-28 05:51:41,181 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.930, mIoU: 0.564
2023-07-28 05:51:41,284 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.931, mIoU: 0.568
2023-07-28 05:51:41,388 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.931, mIoU: 0.571
2023-07-28 05:51:41,492 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.930, mIoU: 0.580
2023-07-28 05:51:41,602 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.931, mIoU: 0.590
2023-07-28 05:51:41,715 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.932, mIoU: 0.594
2023-07-28 05:51:41,823 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.927, mIoU: 0.593
2023-07-28 05:51:41,931 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.927, mIoU: 0.593
2023-07-28 05:51:42,040 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.925, mIoU: 0.602
2023-07-28 05:51:42,149 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.922, mIoU: 0.606
2023-07-28 05:51:42,258 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.922, mIoU: 0.608
2023-07-28 05:51:42,368 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.922, mIoU: 0.604
2023-07-28 05:51:42,476 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.921, mIoU: 0.601
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2023-07-28 05:51:42,899 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.920, mIoU: 0.609
2023-07-28 05:51:43,003 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.921, mIoU: 0.613
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2023-07-28 05:51:43,211 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.921, mIoU: 0.615
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2023-07-28 05:51:43,422 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.922, mIoU: 0.610
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2023-07-28 05:51:44,050 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.923, mIoU: 0.603
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2023-07-28 05:51:44,489 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.926, mIoU: 0.605
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2023-07-28 05:51:44,709 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.927, mIoU: 0.604
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2023-07-28 05:51:45,044 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.925, mIoU: 0.605
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2023-07-28 05:51:45,255 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.925, mIoU: 0.609
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2023-07-28 05:51:45,465 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.923, mIoU: 0.610
2023-07-28 05:51:45,569 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.923, mIoU: 0.610
2023-07-28 05:51:45,676 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.924, mIoU: 0.617
2023-07-28 05:51:45,780 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.924, mIoU: 0.619
2023-07-28 05:51:45,884 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.924, mIoU: 0.618
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2023-07-28 05:51:46,094 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.923, mIoU: 0.625
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2023-07-28 05:51:49,072 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.917, mIoU: 0.611
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2023-07-28 05:51:53,041 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.915, mIoU: 0.605
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2023-07-28 05:52:03,586 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.923, mIoU: 0.613
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2023-07-28 05:52:11,801 semantic_segmentation INFO: Sample: 299, Validation pixAcc: 0.918, mIoU: 0.611
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2023-07-28 05:52:14,232 semantic_segmentation INFO: Sample: 322, Validation pixAcc: 0.914, mIoU: 0.601
2023-07-28 05:52:14,336 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.914, mIoU: 0.600
2023-07-28 05:52:14,438 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.914, mIoU: 0.599
2023-07-28 05:52:14,541 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.914, mIoU: 0.599
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2023-07-28 05:52:17,970 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.918, mIoU: 0.604
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2023-07-28 05:52:19,425 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.919, mIoU: 0.606
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2023-07-28 05:52:24,870 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.923, mIoU: 0.611
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2023-07-28 05:52:25,091 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.923, mIoU: 0.611
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2023-07-28 05:52:25,310 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.924, mIoU: 0.611
2023-07-28 05:52:25,421 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.924, mIoU: 0.612
2023-07-28 05:52:25,531 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.924, mIoU: 0.612
2023-07-28 05:52:25,643 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.924, mIoU: 0.612
2023-07-28 05:52:25,759 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.924, mIoU: 0.612
2023-07-28 05:52:25,868 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.924, mIoU: 0.612
2023-07-28 05:52:25,978 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.924, mIoU: 0.612
2023-07-28 05:52:26,090 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.924, mIoU: 0.612
2023-07-28 05:52:26,201 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.924, mIoU: 0.612
2023-07-28 05:52:26,316 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.924, mIoU: 0.612
2023-07-28 05:52:26,429 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.924, mIoU: 0.612
2023-07-28 05:52:26,538 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.925, mIoU: 0.612
2023-07-28 05:52:26,646 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.925, mIoU: 0.612
2023-07-28 05:52:26,753 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.925, mIoU: 0.613
2023-07-28 05:52:26,860 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.925, mIoU: 0.613
2023-07-28 05:52:26,969 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.925, mIoU: 0.613
2023-07-28 05:52:27,079 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.925, mIoU: 0.613
2023-07-28 05:52:27,195 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.925, mIoU: 0.613
2023-07-28 05:52:27,309 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.925, mIoU: 0.613
2023-07-28 05:52:27,417 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.925, mIoU: 0.613
2023-07-28 05:52:27,525 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.925, mIoU: 0.613
2023-07-28 05:52:27,633 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.925, mIoU: 0.613
2023-07-28 05:52:27,741 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.925, mIoU: 0.613
2023-07-28 05:52:27,849 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.926, mIoU: 0.613
2023-07-28 05:52:27,955 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.926, mIoU: 0.613
2023-07-28 05:52:28,060 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.926, mIoU: 0.613
2023-07-28 05:52:28,164 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.926, mIoU: 0.614
2023-07-28 05:52:28,271 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.926, mIoU: 0.613
2023-07-28 05:52:28,376 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.926, mIoU: 0.613
2023-07-28 05:52:28,481 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.926, mIoU: 0.614
2023-07-28 05:52:28,585 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.926, mIoU: 0.613
2023-07-28 05:52:28,691 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.926, mIoU: 0.613
2023-07-28 05:52:28,796 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.926, mIoU: 0.613
2023-07-28 05:52:28,902 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.926, mIoU: 0.614
2023-07-28 05:52:29,006 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.926, mIoU: 0.615
2023-07-28 05:52:29,109 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.926, mIoU: 0.615
2023-07-28 05:52:29,213 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.926, mIoU: 0.615
2023-07-28 05:52:29,323 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.926, mIoU: 0.615
2023-07-28 05:52:29,427 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.926, mIoU: 0.616
2023-07-28 05:52:29,539 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.926, mIoU: 0.616
2023-07-28 05:52:29,654 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.926, mIoU: 0.617
2023-07-28 05:52:29,765 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.926, mIoU: 0.617
2023-07-28 05:52:29,875 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.927, mIoU: 0.617
2023-07-28 05:52:29,984 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.927, mIoU: 0.617
2023-07-28 05:52:30,092 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.927, mIoU: 0.617
2023-07-28 05:52:30,201 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.927, mIoU: 0.617
2023-07-28 05:52:30,311 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.926, mIoU: 0.617
2023-07-28 05:52:30,418 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.926, mIoU: 0.617
2023-07-28 05:52:30,522 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.926, mIoU: 0.617
2023-07-28 05:52:30,626 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.926, mIoU: 0.616
2023-07-28 05:52:30,728 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.926, mIoU: 0.616
2023-07-28 05:52:30,832 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.927, mIoU: 0.616
2023-07-28 05:52:30,937 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.927, mIoU: 0.616
2023-07-28 05:52:31,038 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.927, mIoU: 0.616
2023-07-28 05:52:31,143 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.927, mIoU: 0.616
2023-07-28 05:52:31,248 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.927, mIoU: 0.616
2023-07-28 05:52:31,356 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.927, mIoU: 0.616
2023-07-28 05:52:31,461 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.927, mIoU: 0.617
2023-07-28 05:52:31,565 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.927, mIoU: 0.617
2023-07-28 05:52:31,670 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.927, mIoU: 0.617
2023-07-28 05:52:31,774 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.927, mIoU: 0.617
2023-07-28 05:52:31,879 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.927, mIoU: 0.617
2023-07-28 05:52:31,987 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.927, mIoU: 0.617
2023-07-28 05:52:32,094 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.927, mIoU: 0.617
2023-07-28 05:52:32,205 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.927, mIoU: 0.617
2023-07-28 05:52:32,325 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.927, mIoU: 0.618
2023-07-28 05:52:32,438 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.927, mIoU: 0.617
2023-07-28 05:52:32,548 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.927, mIoU: 0.617
2023-07-28 05:52:32,658 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.927, mIoU: 0.617
2023-07-28 05:52:32,768 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.927, mIoU: 0.618
2023-07-28 05:52:32,874 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.927, mIoU: 0.618
2023-07-28 05:52:32,980 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.927, mIoU: 0.618
2023-07-28 05:52:33,082 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.927, mIoU: 0.618
2023-07-28 05:52:33,186 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.927, mIoU: 0.618
2023-07-28 05:52:33,288 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.927, mIoU: 0.618
2023-07-28 05:52:33,396 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.927, mIoU: 0.618
2023-07-28 05:52:33,499 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.927, mIoU: 0.618
2023-07-28 05:52:33,602 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.928, mIoU: 0.618
2023-07-28 05:52:33,705 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.927, mIoU: 0.618
2023-07-28 05:53:06,800 semantic_segmentation INFO: Iters: 17610/150000 || Lr: 0.017874 || Task Loss: 0.2057 || KD Loss: 0.0680|| 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: 16:10:13 || Estimated Time: 5 days, 1:33:55
2023-07-28 05:53:39,340 semantic_segmentation INFO: Iters: 17620/150000 || Lr: 0.017873 || Task Loss: 0.2496 || KD Loss: 0.1177|| 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: 16:10:46 || Estimated Time: 5 days, 1:33:18
2023-07-28 05:54:11,792 semantic_segmentation INFO: Iters: 17630/150000 || Lr: 0.017872 || Task Loss: 0.3558 || KD Loss: 0.0962|| 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: 16:11:18 || Estimated Time: 5 days, 1:32:40
2023-07-28 05:54:44,315 semantic_segmentation INFO: Iters: 17640/150000 || Lr: 0.017870 || Task Loss: 0.2399 || KD Loss: 0.0669|| 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: 16:11:51 || Estimated Time: 5 days, 1:32:03
2023-07-28 05:55:16,887 semantic_segmentation INFO: Iters: 17650/150000 || Lr: 0.017869 || Task Loss: 0.2528 || KD Loss: 0.0622|| 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: 16:12:23 || Estimated Time: 5 days, 1:31:26
2023-07-28 05:55:49,477 semantic_segmentation INFO: Iters: 17660/150000 || Lr: 0.017868 || Task Loss: 0.2500 || KD Loss: 0.0631|| 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: 16:12:56 || Estimated Time: 5 days, 1:30:50
2023-07-28 05:56:25,252 semantic_segmentation INFO: Iters: 17670/150000 || Lr: 0.017867 || Task Loss: 0.3199 || KD Loss: 0.1438|| 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: 16:13:32 || Estimated Time: 5 days, 1:30:37
2023-07-28 05:56:57,819 semantic_segmentation INFO: Iters: 17680/150000 || Lr: 0.017865 || Task Loss: 0.2486 || KD Loss: 0.0904|| 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: 16:14:04 || Estimated Time: 5 days, 1:30:00
2023-07-28 05:57:30,417 semantic_segmentation INFO: Iters: 17690/150000 || Lr: 0.017864 || Task Loss: 0.2810 || KD Loss: 0.0833|| 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: 16:14:37 || Estimated Time: 5 days, 1:29:24
2023-07-28 05:58:03,080 semantic_segmentation INFO: Iters: 17700/150000 || Lr: 0.017863 || Task Loss: 0.3171 || KD Loss: 0.1163|| 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: 16:15:09 || Estimated Time: 5 days, 1:28:48
2023-07-28 05:58:35,710 semantic_segmentation INFO: Iters: 17710/150000 || Lr: 0.017862 || Task Loss: 0.1668 || KD Loss: 0.0994|| 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: 16:15:42 || Estimated Time: 5 days, 1:28:12
2023-07-28 05:59:08,273 semantic_segmentation INFO: Iters: 17720/150000 || Lr: 0.017861 || Task Loss: 0.2547 || KD Loss: 0.0884|| 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: 16:16:15 || Estimated Time: 5 days, 1:27:35
2023-07-28 05:59:40,991 semantic_segmentation INFO: Iters: 17730/150000 || Lr: 0.017859 || Task Loss: 0.1574 || KD Loss: 0.0493|| 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: 16:16:47 || Estimated Time: 5 days, 1:26:59
2023-07-28 06:00:13,657 semantic_segmentation INFO: Iters: 17740/150000 || Lr: 0.017858 || Task Loss: 0.2410 || KD Loss: 0.0695|| 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: 16:17:20 || Estimated Time: 5 days, 1:26:23
2023-07-28 06:00:46,286 semantic_segmentation INFO: Iters: 17750/150000 || Lr: 0.017857 || Task Loss: 0.2079 || KD Loss: 0.0694|| 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: 16:17:53 || Estimated Time: 5 days, 1:25:47
2023-07-28 06:01:18,949 semantic_segmentation INFO: Iters: 17760/150000 || Lr: 0.017856 || Task Loss: 0.2335 || KD Loss: 0.0769|| 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: 16:18:25 || Estimated Time: 5 days, 1:25:11
2023-07-28 06:01:51,696 semantic_segmentation INFO: Iters: 17770/150000 || Lr: 0.017855 || Task Loss: 0.3141 || KD Loss: 0.0941|| 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: 16:18:58 || Estimated Time: 5 days, 1:24:36
2023-07-28 06:02:24,266 semantic_segmentation INFO: Iters: 17780/150000 || Lr: 0.017853 || Task Loss: 0.2020 || KD Loss: 0.0590|| 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: 16:19:31 || Estimated Time: 5 days, 1:23:59
2023-07-28 06:02:56,835 semantic_segmentation INFO: Iters: 17790/150000 || Lr: 0.017852 || Task Loss: 0.3099 || KD Loss: 0.1417|| 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: 16:20:03 || Estimated Time: 5 days, 1:23:22
2023-07-28 06:03:29,574 semantic_segmentation INFO: Iters: 17800/150000 || Lr: 0.017851 || Task Loss: 0.3936 || KD Loss: 0.1510|| 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: 16:20:36 || Estimated Time: 5 days, 1:22:47
2023-07-28 06:04:02,211 semantic_segmentation INFO: Iters: 17810/150000 || Lr: 0.017850 || Task Loss: 0.2337 || KD Loss: 0.0860|| 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: 16:21:09 || Estimated Time: 5 days, 1:22:11
2023-07-28 06:04:34,929 semantic_segmentation INFO: Iters: 17820/150000 || Lr: 0.017848 || Task Loss: 0.2187 || KD Loss: 0.0972|| 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: 16:21:41 || Estimated Time: 5 days, 1:21:35
2023-07-28 06:05:07,661 semantic_segmentation INFO: Iters: 17830/150000 || Lr: 0.017847 || Task Loss: 0.2178 || KD Loss: 0.0751|| 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: 16:22:14 || Estimated Time: 5 days, 1:21:00
2023-07-28 06:05:40,335 semantic_segmentation INFO: Iters: 17840/150000 || Lr: 0.017846 || Task Loss: 0.3699 || KD Loss: 0.1630|| 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: 16:22:47 || Estimated Time: 5 days, 1:20:24
2023-07-28 06:06:13,014 semantic_segmentation INFO: Iters: 17850/150000 || Lr: 0.017845 || Task Loss: 0.2710 || KD Loss: 0.1242|| 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: 16:23:19 || Estimated Time: 5 days, 1:19:49
2023-07-28 06:06:45,795 semantic_segmentation INFO: Iters: 17860/150000 || Lr: 0.017844 || Task Loss: 0.2339 || KD Loss: 0.1015|| 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: 16:23:52 || Estimated Time: 5 days, 1:19:13
2023-07-28 06:07:18,408 semantic_segmentation INFO: Iters: 17870/150000 || Lr: 0.017842 || Task Loss: 0.2259 || KD Loss: 0.0720|| 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: 16:24:25 || Estimated Time: 5 days, 1:18:37
2023-07-28 06:07:51,131 semantic_segmentation INFO: Iters: 17880/150000 || Lr: 0.017841 || Task Loss: 0.3015 || KD Loss: 0.0936|| 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: 16:24:57 || Estimated Time: 5 days, 1:18:01
2023-07-28 06:08:23,749 semantic_segmentation INFO: Iters: 17890/150000 || Lr: 0.017840 || Task Loss: 0.2244 || KD Loss: 0.0784|| 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: 16:25:30 || Estimated Time: 5 days, 1:17:25
2023-07-28 06:08:56,462 semantic_segmentation INFO: Iters: 17900/150000 || Lr: 0.017839 || Task Loss: 0.2265 || KD Loss: 0.0723|| 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: 16:26:03 || Estimated Time: 5 days, 1:16:50
2023-07-28 06:09:29,093 semantic_segmentation INFO: Iters: 17910/150000 || Lr: 0.017837 || Task Loss: 0.3640 || KD Loss: 0.1095|| 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: 16:26:35 || Estimated Time: 5 days, 1:16:14
2023-07-28 06:10:01,848 semantic_segmentation INFO: Iters: 17920/150000 || Lr: 0.017836 || Task Loss: 0.2283 || KD Loss: 0.0907|| 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: 16:27:08 || Estimated Time: 5 days, 1:15:38
2023-07-28 06:10:34,628 semantic_segmentation INFO: Iters: 17930/150000 || Lr: 0.017835 || Task Loss: 0.2564 || KD Loss: 0.0822|| 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: 16:27:41 || Estimated Time: 5 days, 1:15:03
2023-07-28 06:11:07,337 semantic_segmentation INFO: Iters: 17940/150000 || Lr: 0.017834 || Task Loss: 0.2139 || KD Loss: 0.0747|| 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: 16:28:14 || Estimated Time: 5 days, 1:14:28
2023-07-28 06:11:40,173 semantic_segmentation INFO: Iters: 17950/150000 || Lr: 0.017833 || Task Loss: 0.2262 || KD Loss: 0.0787|| 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: 16:28:47 || Estimated Time: 5 days, 1:13:53
2023-07-28 06:12:12,840 semantic_segmentation INFO: Iters: 17960/150000 || Lr: 0.017831 || Task Loss: 0.2200 || KD Loss: 0.0674|| 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: 16:29:19 || Estimated Time: 5 days, 1:13:17
2023-07-28 06:12:45,610 semantic_segmentation INFO: Iters: 17970/150000 || Lr: 0.017830 || Task Loss: 0.3139 || KD Loss: 0.0865|| 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: 16:29:52 || Estimated Time: 5 days, 1:12:42
2023-07-28 06:13:18,175 semantic_segmentation INFO: Iters: 17980/150000 || Lr: 0.017829 || Task Loss: 0.2713 || KD Loss: 0.0923|| 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: 16:30:25 || Estimated Time: 5 days, 1:12:05
2023-07-28 06:13:50,935 semantic_segmentation INFO: Iters: 17990/150000 || Lr: 0.017828 || Task Loss: 0.2456 || KD Loss: 0.0867|| 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: 16:30:57 || Estimated Time: 5 days, 1:11:31
2023-07-28 06:14:23,700 semantic_segmentation INFO: Iters: 18000/150000 || Lr: 0.017827 || Task Loss: 0.1754 || KD Loss: 0.0615|| 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: 16:31:30 || Estimated Time: 5 days, 1:10:55
2023-07-28 06:14:56,478 semantic_segmentation INFO: Iters: 18010/150000 || Lr: 0.017825 || Task Loss: 0.2757 || KD Loss: 0.1094|| 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: 16:32:03 || Estimated Time: 5 days, 1:10:20
2023-07-28 06:15:29,279 semantic_segmentation INFO: Iters: 18020/150000 || Lr: 0.017824 || Task Loss: 0.3423 || KD Loss: 0.0847|| 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: 16:32:36 || Estimated Time: 5 days, 1:09:45
2023-07-28 06:16:02,058 semantic_segmentation INFO: Iters: 18030/150000 || Lr: 0.017823 || Task Loss: 0.4931 || KD Loss: 0.1947|| 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: 16:33:08 || Estimated Time: 5 days, 1:09:10
2023-07-28 06:16:34,840 semantic_segmentation INFO: Iters: 18040/150000 || Lr: 0.017822 || Task Loss: 0.2904 || KD Loss: 0.1151|| 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: 16:33:41 || Estimated Time: 5 days, 1:08:35
2023-07-28 06:17:07,633 semantic_segmentation INFO: Iters: 18050/150000 || Lr: 0.017820 || Task Loss: 0.2560 || KD Loss: 0.0783|| 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: 16:34:14 || Estimated Time: 5 days, 1:08:00
2023-07-28 06:17:40,405 semantic_segmentation INFO: Iters: 18060/150000 || Lr: 0.017819 || Task Loss: 0.2659 || KD Loss: 0.0988|| 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: 16:34:47 || Estimated Time: 5 days, 1:07:25
2023-07-28 06:18:13,137 semantic_segmentation INFO: Iters: 18070/150000 || Lr: 0.017818 || Task Loss: 0.2200 || KD Loss: 0.0595|| 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: 16:35:19 || Estimated Time: 5 days, 1:06:50
2023-07-28 06:18:45,841 semantic_segmentation INFO: Iters: 18080/150000 || Lr: 0.017817 || Task Loss: 0.3310 || KD Loss: 0.1199|| 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: 16:35:52 || Estimated Time: 5 days, 1:06:14
2023-07-28 06:19:18,458 semantic_segmentation INFO: Iters: 18090/150000 || Lr: 0.017816 || Task Loss: 0.2230 || KD Loss: 0.0787|| 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: 16:36:25 || Estimated Time: 5 days, 1:05:38
2023-07-28 06:19:54,259 semantic_segmentation INFO: Iters: 18100/150000 || Lr: 0.017814 || Task Loss: 0.2905 || KD Loss: 0.0875|| 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: 16:37:01 || Estimated Time: 5 days, 1:05:25
2023-07-28 06:20:26,940 semantic_segmentation INFO: Iters: 18110/150000 || Lr: 0.017813 || Task Loss: 0.3427 || KD Loss: 0.1328|| 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: 16:37:33 || Estimated Time: 5 days, 1:04:50
2023-07-28 06:20:59,580 semantic_segmentation INFO: Iters: 18120/150000 || Lr: 0.017812 || Task Loss: 0.3008 || KD Loss: 0.1343|| 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: 16:38:06 || Estimated Time: 5 days, 1:04:14
2023-07-28 06:21:32,344 semantic_segmentation INFO: Iters: 18130/150000 || Lr: 0.017811 || Task Loss: 0.3162 || KD Loss: 0.1082|| 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: 16:38:39 || Estimated Time: 5 days, 1:03:38
2023-07-28 06:22:05,105 semantic_segmentation INFO: Iters: 18140/150000 || Lr: 0.017810 || Task Loss: 0.2875 || KD Loss: 0.0708|| 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: 16:39:11 || Estimated Time: 5 days, 1:03:03
2023-07-28 06:22:37,747 semantic_segmentation INFO: Iters: 18150/150000 || Lr: 0.017808 || Task Loss: 0.2907 || KD Loss: 0.0973|| 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: 16:39:44 || Estimated Time: 5 days, 1:02:27
2023-07-28 06:23:10,463 semantic_segmentation INFO: Iters: 18160/150000 || Lr: 0.017807 || Task Loss: 0.2363 || KD Loss: 0.0997|| 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: 16:40:17 || Estimated Time: 5 days, 1:01:52
2023-07-28 06:23:43,224 semantic_segmentation INFO: Iters: 18170/150000 || Lr: 0.017806 || Task Loss: 0.2775 || KD Loss: 0.0931|| 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: 16:40:50 || Estimated Time: 5 days, 1:01:16
2023-07-28 06:24:15,992 semantic_segmentation INFO: Iters: 18180/150000 || Lr: 0.017805 || Task Loss: 0.4459 || KD Loss: 0.1920|| 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: 16:41:22 || Estimated Time: 5 days, 1:00:41
2023-07-28 06:24:48,749 semantic_segmentation INFO: Iters: 18190/150000 || Lr: 0.017803 || Task Loss: 0.3559 || KD Loss: 0.1437|| 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: 16:41:55 || Estimated Time: 5 days, 1:00:06
2023-07-28 06:25:21,595 semantic_segmentation INFO: Iters: 18200/150000 || Lr: 0.017802 || Task Loss: 0.2543 || KD Loss: 0.0865|| 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: 16:42:28 || Estimated Time: 5 days, 0:59:32
2023-07-28 06:25:54,373 semantic_segmentation INFO: Iters: 18210/150000 || Lr: 0.017801 || Task Loss: 0.2755 || KD Loss: 0.0873|| 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: 16:43:01 || Estimated Time: 5 days, 0:58:57
2023-07-28 06:26:27,136 semantic_segmentation INFO: Iters: 18220/150000 || Lr: 0.017800 || Task Loss: 0.2995 || KD Loss: 0.0904|| 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: 16:43:33 || Estimated Time: 5 days, 0:58:22
2023-07-28 06:26:59,914 semantic_segmentation INFO: Iters: 18230/150000 || Lr: 0.017799 || Task Loss: 0.2633 || KD Loss: 0.0780|| 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: 16:44:06 || Estimated Time: 5 days, 0:57:47
2023-07-28 06:27:32,666 semantic_segmentation INFO: Iters: 18240/150000 || Lr: 0.017797 || Task Loss: 0.3183 || KD Loss: 0.0952|| 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: 16:44:39 || Estimated Time: 5 days, 0:57:12
2023-07-28 06:28:05,457 semantic_segmentation INFO: Iters: 18250/150000 || Lr: 0.017796 || Task Loss: 0.2297 || KD Loss: 0.0940|| 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: 16:45:12 || Estimated Time: 5 days, 0:56:36
2023-07-28 06:28:38,214 semantic_segmentation INFO: Iters: 18260/150000 || Lr: 0.017795 || Task Loss: 0.2107 || KD Loss: 0.0794|| 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: 16:45:45 || Estimated Time: 5 days, 0:56:01
2023-07-28 06:29:10,945 semantic_segmentation INFO: Iters: 18270/150000 || Lr: 0.017794 || Task Loss: 0.1813 || KD Loss: 0.0863|| 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: 16:46:17 || Estimated Time: 5 days, 0:55:26
2023-07-28 06:29:43,673 semantic_segmentation INFO: Iters: 18280/150000 || Lr: 0.017793 || Task Loss: 0.2558 || KD Loss: 0.1068|| 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: 16:46:50 || Estimated Time: 5 days, 0:54:51
2023-07-28 06:30:16,418 semantic_segmentation INFO: Iters: 18290/150000 || Lr: 0.017791 || Task Loss: 0.2844 || KD Loss: 0.0745|| 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: 16:47:23 || Estimated Time: 5 days, 0:54:15
2023-07-28 06:30:49,076 semantic_segmentation INFO: Iters: 18300/150000 || Lr: 0.017790 || Task Loss: 0.2076 || KD Loss: 0.0691|| 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: 16:47:55 || Estimated Time: 5 days, 0:53:40
2023-07-28 06:31:21,778 semantic_segmentation INFO: Iters: 18310/150000 || Lr: 0.017789 || Task Loss: 0.3440 || KD Loss: 0.1462|| 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: 16:48:28 || Estimated Time: 5 days, 0:53:04
2023-07-28 06:31:54,599 semantic_segmentation INFO: Iters: 18320/150000 || Lr: 0.017788 || Task Loss: 0.2897 || KD Loss: 0.1294|| 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: 16:49:01 || Estimated Time: 5 days, 0:52:30
2023-07-28 06:32:27,377 semantic_segmentation INFO: Iters: 18330/150000 || Lr: 0.017786 || Task Loss: 0.3147 || KD Loss: 0.1170|| 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: 16:49:34 || Estimated Time: 5 days, 0:51:55
2023-07-28 06:33:00,137 semantic_segmentation INFO: Iters: 18340/150000 || Lr: 0.017785 || Task Loss: 0.2460 || KD Loss: 0.0612|| 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: 16:50:06 || Estimated Time: 5 days, 0:51:19
2023-07-28 06:33:32,919 semantic_segmentation INFO: Iters: 18350/150000 || Lr: 0.017784 || Task Loss: 0.2546 || KD Loss: 0.0847|| 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: 16:50:39 || Estimated Time: 5 days, 0:50:44
2023-07-28 06:34:05,686 semantic_segmentation INFO: Iters: 18360/150000 || Lr: 0.017783 || Task Loss: 0.3554 || KD Loss: 0.1625|| 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: 16:51:12 || Estimated Time: 5 days, 0:50:09
2023-07-28 06:34:38,562 semantic_segmentation INFO: Iters: 18370/150000 || Lr: 0.017782 || Task Loss: 0.1710 || KD Loss: 0.0506|| 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: 16:51:45 || Estimated Time: 5 days, 0:49:35
2023-07-28 06:35:11,268 semantic_segmentation INFO: Iters: 18380/150000 || Lr: 0.017780 || Task Loss: 0.2831 || KD Loss: 0.1327|| 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: 16:52:18 || Estimated Time: 5 days, 0:49:00
2023-07-28 06:35:43,901 semantic_segmentation INFO: Iters: 18390/150000 || Lr: 0.017779 || Task Loss: 0.2392 || KD Loss: 0.0828|| 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: 16:52:50 || Estimated Time: 5 days, 0:48:24
2023-07-28 06:36:16,675 semantic_segmentation INFO: Iters: 18400/150000 || Lr: 0.017778 || Task Loss: 0.2528 || KD Loss: 0.1273|| 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: 16:53:23 || Estimated Time: 5 days, 0:47:49
2023-07-28 06:36:16,741 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 06:36:17,882 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.966, mIoU: 0.391
2023-07-28 06:36:17,994 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.969, mIoU: 0.479
2023-07-28 06:36:18,102 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.967, mIoU: 0.471
2023-07-28 06:36:18,209 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.507
2023-07-28 06:36:18,320 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.501
2023-07-28 06:36:18,427 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.966, mIoU: 0.502
2023-07-28 06:36:18,539 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.545
2023-07-28 06:36:18,652 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.583
2023-07-28 06:36:18,766 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.582
2023-07-28 06:36:18,878 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.613
2023-07-28 06:36:18,988 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.958, mIoU: 0.614
2023-07-28 06:36:19,099 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.955, mIoU: 0.626
2023-07-28 06:36:19,205 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.954, mIoU: 0.626
2023-07-28 06:36:19,317 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.626
2023-07-28 06:36:19,421 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.952, mIoU: 0.629
2023-07-28 06:36:19,531 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.950, mIoU: 0.622
2023-07-28 06:36:19,635 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.949, mIoU: 0.616
2023-07-28 06:36:19,747 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.949, mIoU: 0.623
2023-07-28 06:36:19,863 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.627
2023-07-28 06:36:19,971 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.635
2023-07-28 06:36:20,082 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.948, mIoU: 0.637
2023-07-28 06:36:20,189 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.940, mIoU: 0.609
2023-07-28 06:36:20,302 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.940, mIoU: 0.611
2023-07-28 06:36:20,414 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.939, mIoU: 0.619
2023-07-28 06:36:20,525 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.938, mIoU: 0.629
2023-07-28 06:36:20,629 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.939, mIoU: 0.632
2023-07-28 06:36:20,736 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.938, mIoU: 0.628
2023-07-28 06:36:20,841 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.937, mIoU: 0.626
2023-07-28 06:36:20,948 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.937, mIoU: 0.636
2023-07-28 06:36:21,052 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.936, mIoU: 0.626
2023-07-28 06:36:21,161 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.936, mIoU: 0.625
2023-07-28 06:36:21,267 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.936, mIoU: 0.623
2023-07-28 06:36:21,378 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.937, mIoU: 0.625
2023-07-28 06:36:21,486 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.937, mIoU: 0.624
2023-07-28 06:36:21,596 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.936, mIoU: 0.625
2023-07-28 06:36:21,710 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.625
2023-07-28 06:36:21,821 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.622
2023-07-28 06:36:21,932 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.935, mIoU: 0.620
2023-07-28 06:36:22,045 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.935, mIoU: 0.616
2023-07-28 06:36:22,156 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.935, mIoU: 0.617
2023-07-28 06:36:22,269 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.936, mIoU: 0.620
2023-07-28 06:36:22,384 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.937, mIoU: 0.620
2023-07-28 06:36:22,488 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.937, mIoU: 0.621
2023-07-28 06:36:22,593 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.937, mIoU: 0.622
2023-07-28 06:36:22,704 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.937, mIoU: 0.620
2023-07-28 06:36:22,813 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.938, mIoU: 0.621
2023-07-28 06:36:22,924 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.938, mIoU: 0.621
2023-07-28 06:36:23,037 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.939, mIoU: 0.620
2023-07-28 06:36:23,153 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.939, mIoU: 0.620
2023-07-28 06:36:23,264 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.939, mIoU: 0.623
2023-07-28 06:36:23,377 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.938, mIoU: 0.623
2023-07-28 06:36:23,489 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.938, mIoU: 0.625
2023-07-28 06:36:23,601 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.937, mIoU: 0.626
2023-07-28 06:36:23,711 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.629
2023-07-28 06:36:23,824 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-28 06:36:23,933 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.937, mIoU: 0.628
2023-07-28 06:36:24,041 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-28 06:36:24,148 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.938, mIoU: 0.634
2023-07-28 06:36:24,260 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.938, mIoU: 0.636
2023-07-28 06:36:24,378 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.937, mIoU: 0.634
2023-07-28 06:36:24,487 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.937, mIoU: 0.636
2023-07-28 06:36:24,595 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.937, mIoU: 0.638
2023-07-28 06:36:24,706 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.937, mIoU: 0.636
2023-07-28 06:36:24,817 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-28 06:36:24,929 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.937, mIoU: 0.641
2023-07-28 06:36:25,040 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.936, mIoU: 0.640
2023-07-28 06:36:25,147 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.935, mIoU: 0.638
2023-07-28 06:36:25,253 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.935, mIoU: 0.640
2023-07-28 06:36:25,359 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.935, mIoU: 0.639
2023-07-28 06:36:25,468 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.935, mIoU: 0.639
2023-07-28 06:36:25,574 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-28 06:36:25,697 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-28 06:36:25,815 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-28 06:36:25,932 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.936, mIoU: 0.638
2023-07-28 06:36:26,049 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-28 06:36:26,166 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-28 06:36:26,279 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-28 06:36:26,395 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-28 06:36:26,508 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-28 06:36:26,621 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.936, mIoU: 0.640
2023-07-28 06:36:26,733 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.935, mIoU: 0.641
2023-07-28 06:36:26,845 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.936, mIoU: 0.642
2023-07-28 06:36:26,959 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.936, mIoU: 0.642
2023-07-28 06:36:27,071 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.935, mIoU: 0.640
2023-07-28 06:36:27,183 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.933, mIoU: 0.636
2023-07-28 06:36:27,296 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.933, mIoU: 0.636
2023-07-28 06:36:27,409 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.933, mIoU: 0.636
2023-07-28 06:36:27,521 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.933, mIoU: 0.636
2023-07-28 06:36:27,632 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.933, mIoU: 0.636
2023-07-28 06:36:27,744 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.933, mIoU: 0.636
2023-07-28 06:36:27,860 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.934, mIoU: 0.637
2023-07-28 06:36:27,971 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.932, mIoU: 0.632
2023-07-28 06:36:28,080 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.932, mIoU: 0.632
2023-07-28 06:36:28,190 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.933, mIoU: 0.633
2023-07-28 06:36:28,301 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.933, mIoU: 0.633
2023-07-28 06:36:28,413 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.933, mIoU: 0.633
2023-07-28 06:36:28,525 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.933, mIoU: 0.633
2023-07-28 06:36:28,635 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.933, mIoU: 0.633
2023-07-28 06:36:28,744 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.932, mIoU: 0.632
2023-07-28 06:36:28,853 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.932, mIoU: 0.632
2023-07-28 06:36:28,964 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.930, mIoU: 0.631
2023-07-28 06:36:29,075 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.930, mIoU: 0.629
2023-07-28 06:36:29,186 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.930, mIoU: 0.629
2023-07-28 06:36:29,299 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.930, mIoU: 0.629
2023-07-28 06:36:29,411 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.930, mIoU: 0.629
2023-07-28 06:36:29,522 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.931, mIoU: 0.629
2023-07-28 06:36:29,632 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.931, mIoU: 0.629
2023-07-28 06:36:29,743 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.931, mIoU: 0.629
2023-07-28 06:36:29,850 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.931, mIoU: 0.629
2023-07-28 06:36:29,960 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.930, mIoU: 0.628
2023-07-28 06:36:30,067 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.930, mIoU: 0.628
2023-07-28 06:36:30,175 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.930, mIoU: 0.627
2023-07-28 06:36:30,284 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.930, mIoU: 0.627
2023-07-28 06:36:30,394 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.931, mIoU: 0.627
2023-07-28 06:36:30,513 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.931, mIoU: 0.626
2023-07-28 06:36:30,624 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.931, mIoU: 0.626
2023-07-28 06:36:30,735 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.930, mIoU: 0.633
2023-07-28 06:36:30,845 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.930, mIoU: 0.633
2023-07-28 06:36:30,959 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-28 06:36:31,073 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-28 06:36:31,188 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.930, mIoU: 0.635
2023-07-28 06:36:31,298 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.930, mIoU: 0.635
2023-07-28 06:36:31,409 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.930, mIoU: 0.635
2023-07-28 06:36:31,518 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.930, mIoU: 0.639
2023-07-28 06:36:31,624 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.930, mIoU: 0.640
2023-07-28 06:36:31,735 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.930, mIoU: 0.640
2023-07-28 06:36:31,847 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.930, mIoU: 0.641
2023-07-28 06:36:31,968 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.930, mIoU: 0.641
2023-07-28 06:36:32,084 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.930, mIoU: 0.641
2023-07-28 06:36:32,195 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.930, mIoU: 0.641
2023-07-28 06:36:32,306 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.931, mIoU: 0.641
2023-07-28 06:36:32,417 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.931, mIoU: 0.641
2023-07-28 06:36:32,525 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.931, mIoU: 0.640
2023-07-28 06:36:32,630 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.932, mIoU: 0.640
2023-07-28 06:36:32,735 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.932, mIoU: 0.641
2023-07-28 06:36:32,844 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.932, mIoU: 0.641
2023-07-28 06:36:32,950 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.932, mIoU: 0.640
2023-07-28 06:36:33,063 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.932, mIoU: 0.641
2023-07-28 06:36:33,180 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.931, mIoU: 0.641
2023-07-28 06:36:33,290 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.931, mIoU: 0.642
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2023-07-28 06:36:54,831 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.934, mIoU: 0.634
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2023-07-28 06:36:55,043 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.934, mIoU: 0.634
2023-07-28 06:36:55,147 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.934, mIoU: 0.635
2023-07-28 06:36:55,252 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.934, mIoU: 0.635
2023-07-28 06:36:55,361 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.935, mIoU: 0.635
2023-07-28 06:36:55,467 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.935, mIoU: 0.635
2023-07-28 06:36:55,576 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.935, mIoU: 0.635
2023-07-28 06:36:55,680 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.935, mIoU: 0.635
2023-07-28 06:36:55,787 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.935, mIoU: 0.635
2023-07-28 06:36:55,901 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.935, mIoU: 0.635
2023-07-28 06:36:56,021 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.935, mIoU: 0.636
2023-07-28 06:36:56,141 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.935, mIoU: 0.636
2023-07-28 06:36:56,256 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.935, mIoU: 0.636
2023-07-28 06:36:56,370 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.935, mIoU: 0.636
2023-07-28 06:36:56,485 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.936, mIoU: 0.636
2023-07-28 06:36:56,598 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.936, mIoU: 0.636
2023-07-28 06:36:56,708 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.936, mIoU: 0.637
2023-07-28 06:36:56,822 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.936, mIoU: 0.637
2023-07-28 06:36:56,942 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.936, mIoU: 0.637
2023-07-28 06:36:57,052 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.936, mIoU: 0.637
2023-07-28 06:36:57,164 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.936, mIoU: 0.637
2023-07-28 06:36:57,281 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.936, mIoU: 0.638
2023-07-28 06:36:57,396 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.936, mIoU: 0.638
2023-07-28 06:36:57,509 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-28 06:36:57,621 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-28 06:36:57,727 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.936, mIoU: 0.638
2023-07-28 06:36:57,835 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-28 06:36:57,944 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-28 06:36:58,055 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-28 06:36:58,172 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-28 06:36:58,281 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-28 06:36:58,389 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.937, mIoU: 0.639
2023-07-28 06:36:58,498 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.937, mIoU: 0.639
2023-07-28 06:36:58,609 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-28 06:36:58,722 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-28 06:36:58,834 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-28 06:36:58,945 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-28 06:36:59,049 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-28 06:36:59,156 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-28 06:36:59,265 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.937, mIoU: 0.641
2023-07-28 06:36:59,374 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.937, mIoU: 0.641
2023-07-28 06:36:59,488 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.937, mIoU: 0.641
2023-07-28 06:36:59,606 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.937, mIoU: 0.641
2023-07-28 06:36:59,715 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.937, mIoU: 0.641
2023-07-28 06:36:59,824 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.937, mIoU: 0.641
2023-07-28 06:36:59,939 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.937, mIoU: 0.642
2023-07-28 06:37:00,052 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.938, mIoU: 0.642
2023-07-28 06:37:00,167 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.938, mIoU: 0.642
2023-07-28 06:37:00,281 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.938, mIoU: 0.642
2023-07-28 06:37:00,389 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.938, mIoU: 0.643
2023-07-28 06:37:00,497 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.938, mIoU: 0.643
2023-07-28 06:37:00,604 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.938, mIoU: 0.643
2023-07-28 06:37:00,716 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.938, mIoU: 0.643
2023-07-28 06:37:00,833 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.938, mIoU: 0.643
2023-07-28 06:37:00,947 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.938, mIoU: 0.644
2023-07-28 06:37:01,056 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.938, mIoU: 0.644
2023-07-28 06:37:01,164 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.938, mIoU: 0.644
2023-07-28 06:37:01,273 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.938, mIoU: 0.644
2023-07-28 06:37:01,379 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.938, mIoU: 0.644
2023-07-28 06:37:01,484 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.938, mIoU: 0.644
2023-07-28 06:37:01,590 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.938, mIoU: 0.644
2023-07-28 06:37:01,694 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.939, mIoU: 0.644
2023-07-28 06:37:01,799 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.939, mIoU: 0.644
2023-07-28 06:37:01,904 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.939, mIoU: 0.644
2023-07-28 06:37:02,010 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.939, mIoU: 0.644
2023-07-28 06:37:02,115 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.939, mIoU: 0.644
2023-07-28 06:37:02,219 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.939, mIoU: 0.644
2023-07-28 06:37:02,324 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.939, mIoU: 0.644
2023-07-28 06:37:02,428 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.939, mIoU: 0.645
2023-07-28 06:37:02,533 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.939, mIoU: 0.645
2023-07-28 06:37:02,638 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.939, mIoU: 0.645
2023-07-28 06:37:02,743 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.939, mIoU: 0.645
2023-07-28 06:37:02,849 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.939, mIoU: 0.645
2023-07-28 06:37:02,963 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.939, mIoU: 0.645
2023-07-28 06:37:03,067 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.939, mIoU: 0.645
2023-07-28 06:37:03,181 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.939, mIoU: 0.645
2023-07-28 06:37:03,302 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.940, mIoU: 0.645
2023-07-28 06:37:03,417 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.940, mIoU: 0.646
2023-07-28 06:37:03,537 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.940, mIoU: 0.646
2023-07-28 06:37:03,651 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.940, mIoU: 0.646
2023-07-28 06:37:03,764 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.940, mIoU: 0.646
2023-07-28 06:37:03,872 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.940, mIoU: 0.646
2023-07-28 06:37:03,990 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.940, mIoU: 0.646
2023-07-28 06:37:04,105 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.940, mIoU: 0.646
2023-07-28 06:37:04,215 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.940, mIoU: 0.647
2023-07-28 06:37:04,327 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.940, mIoU: 0.647
2023-07-28 06:37:04,444 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.940, mIoU: 0.647
2023-07-28 06:37:04,563 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.940, mIoU: 0.647
2023-07-28 06:37:04,677 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.940, mIoU: 0.647
2023-07-28 06:37:04,793 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.940, mIoU: 0.647
2023-07-28 06:37:04,903 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.940, mIoU: 0.647
2023-07-28 06:37:05,017 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-28 06:37:05,134 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-28 06:37:05,251 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-28 06:37:05,359 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-28 06:37:05,473 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-28 06:37:05,579 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-28 06:37:05,687 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-28 06:37:05,797 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-28 06:37:05,901 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-28 06:37:06,011 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-28 06:37:06,117 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-28 06:37:06,224 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-28 06:37:06,332 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-28 06:37:06,450 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-28 06:37:06,574 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-28 06:37:06,702 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-28 06:37:06,823 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-28 06:37:06,942 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-28 06:37:07,065 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-28 06:37:07,181 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-28 06:37:07,298 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.942, mIoU: 0.647
2023-07-28 06:37:07,419 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.942, mIoU: 0.647
2023-07-28 06:37:07,536 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.942, mIoU: 0.647
2023-07-28 06:37:07,653 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.942, mIoU: 0.648
2023-07-28 06:37:07,766 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.942, mIoU: 0.647
2023-07-28 06:37:07,878 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.942, mIoU: 0.648
2023-07-28 06:37:07,991 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.942, mIoU: 0.648
2023-07-28 06:37:08,107 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.942, mIoU: 0.649
2023-07-28 06:37:08,218 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.942, mIoU: 0.649
2023-07-28 06:37:08,332 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.942, mIoU: 0.649
2023-07-28 06:37:08,446 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.942, mIoU: 0.649
2023-07-28 06:37:08,558 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.942, mIoU: 0.649
2023-07-28 06:37:08,668 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.942, mIoU: 0.650
2023-07-28 06:37:08,779 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.942, mIoU: 0.650
2023-07-28 06:37:08,888 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.942, mIoU: 0.650
2023-07-28 06:37:08,998 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.942, mIoU: 0.650
2023-07-28 06:37:09,113 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.942, mIoU: 0.650
2023-07-28 06:37:09,227 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.942, mIoU: 0.650
2023-07-28 06:37:09,340 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.942, mIoU: 0.650
2023-07-28 06:37:09,451 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.942, mIoU: 0.651
2023-07-28 06:37:09,564 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.942, mIoU: 0.650
2023-07-28 06:37:09,679 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.942, mIoU: 0.650
2023-07-28 06:37:09,794 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.942, mIoU: 0.650
2023-07-28 06:37:09,908 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.942, mIoU: 0.650
2023-07-28 06:37:10,014 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.942, mIoU: 0.650
2023-07-28 06:37:10,124 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.942, mIoU: 0.650
2023-07-28 06:37:10,232 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.942, mIoU: 0.650
2023-07-28 06:37:10,342 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.942, mIoU: 0.650
2023-07-28 06:37:10,458 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.942, mIoU: 0.650
2023-07-28 06:37:10,567 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.943, mIoU: 0.650
2023-07-28 06:37:10,674 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.943, mIoU: 0.650
2023-07-28 06:37:10,785 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.943, mIoU: 0.650
2023-07-28 06:37:10,900 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.943, mIoU: 0.650
2023-07-28 06:37:11,015 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.943, mIoU: 0.650
2023-07-28 06:37:11,132 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.943, mIoU: 0.650
2023-07-28 06:37:11,241 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.943, mIoU: 0.650
2023-07-28 06:37:11,354 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.943, mIoU: 0.650
2023-07-28 06:37:11,466 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.943, mIoU: 0.650
2023-07-28 06:37:11,575 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.943, mIoU: 0.651
2023-07-28 06:37:11,685 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.943, mIoU: 0.651
2023-07-28 06:37:11,795 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.943, mIoU: 0.651
2023-07-28 06:37:11,911 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.943, mIoU: 0.651
2023-07-28 06:37:12,023 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.943, mIoU: 0.651
2023-07-28 06:37:12,139 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.943, mIoU: 0.652
2023-07-28 06:37:12,253 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.943, mIoU: 0.652
2023-07-28 06:37:12,367 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.943, mIoU: 0.652
2023-07-28 06:37:12,474 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.943, mIoU: 0.652
2023-07-28 06:37:12,583 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.943, mIoU: 0.652
2023-07-28 06:37:12,692 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.943, mIoU: 0.652
2023-07-28 06:37:12,804 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.943, mIoU: 0.652
2023-07-28 06:37:12,918 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.943, mIoU: 0.652
2023-07-28 06:37:13,028 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.943, mIoU: 0.652
2023-07-28 06:37:13,138 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.943, mIoU: 0.652
2023-07-28 06:37:46,192 semantic_segmentation INFO: Iters: 18410/150000 || Lr: 0.017777 || Task Loss: 0.3109 || KD Loss: 0.1131|| 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: 16:54:53 || Estimated Time: 5 days, 0:53:59
2023-07-28 06:38:18,954 semantic_segmentation INFO: Iters: 18420/150000 || Lr: 0.017775 || Task Loss: 0.2376 || KD Loss: 0.0615|| 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: 16:55:25 || Estimated Time: 5 days, 0:53:24
2023-07-28 06:38:51,675 semantic_segmentation INFO: Iters: 18430/150000 || Lr: 0.017774 || Task Loss: 0.3110 || KD Loss: 0.1199|| 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: 16:55:58 || Estimated Time: 5 days, 0:52:48
2023-07-28 06:39:24,353 semantic_segmentation INFO: Iters: 18440/150000 || Lr: 0.017773 || Task Loss: 0.1752 || KD Loss: 0.0638|| 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: 16:56:31 || Estimated Time: 5 days, 0:52:12
2023-07-28 06:39:57,129 semantic_segmentation INFO: Iters: 18450/150000 || Lr: 0.017772 || Task Loss: 0.2550 || KD Loss: 0.1063|| 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: 16:57:03 || Estimated Time: 5 days, 0:51:37
2023-07-28 06:40:29,894 semantic_segmentation INFO: Iters: 18460/150000 || Lr: 0.017771 || Task Loss: 0.5144 || KD Loss: 0.1516|| 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: 16:57:36 || Estimated Time: 5 days, 0:51:02
2023-07-28 06:41:02,660 semantic_segmentation INFO: Iters: 18470/150000 || Lr: 0.017769 || Task Loss: 0.1948 || KD Loss: 0.0494|| 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: 16:58:09 || Estimated Time: 5 days, 0:50:27
2023-07-28 06:41:35,444 semantic_segmentation INFO: Iters: 18480/150000 || Lr: 0.017768 || Task Loss: 0.3353 || KD Loss: 0.1131|| 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: 16:58:42 || Estimated Time: 5 days, 0:49:51
2023-07-28 06:42:08,201 semantic_segmentation INFO: Iters: 18490/150000 || Lr: 0.017767 || Task Loss: 0.2638 || KD Loss: 0.2056|| 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: 16:59:15 || Estimated Time: 5 days, 0:49:16
2023-07-28 06:42:40,937 semantic_segmentation INFO: Iters: 18500/150000 || Lr: 0.017766 || Task Loss: 0.2238 || KD Loss: 0.0752|| 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: 16:59:47 || Estimated Time: 5 days, 0:48:41
2023-07-28 06:43:15,540 semantic_segmentation INFO: Iters: 18510/150000 || Lr: 0.017765 || Task Loss: 0.3315 || KD Loss: 0.1213|| 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: 17:00:22 || Estimated Time: 5 days, 0:48:17
2023-07-28 06:43:49,677 semantic_segmentation INFO: Iters: 18520/150000 || Lr: 0.017763 || Task Loss: 0.2566 || KD Loss: 0.0936|| 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: 17:00:56 || Estimated Time: 5 days, 0:47:53
2023-07-28 06:44:22,446 semantic_segmentation INFO: Iters: 18530/150000 || Lr: 0.017762 || Task Loss: 0.2530 || KD Loss: 0.0876|| 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: 17:01:29 || Estimated Time: 5 days, 0:47:18
2023-07-28 06:44:55,244 semantic_segmentation INFO: Iters: 18540/150000 || Lr: 0.017761 || Task Loss: 0.3860 || KD Loss: 0.1043|| 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: 17:02:02 || Estimated Time: 5 days, 0:46:43
2023-07-28 06:45:28,046 semantic_segmentation INFO: Iters: 18550/150000 || Lr: 0.017760 || Task Loss: 0.2853 || KD Loss: 0.0847|| 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: 17:02:34 || Estimated Time: 5 days, 0:46:08
2023-07-28 06:46:00,774 semantic_segmentation INFO: Iters: 18560/150000 || Lr: 0.017758 || Task Loss: 0.2054 || KD Loss: 0.0661|| 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: 17:03:07 || Estimated Time: 5 days, 0:45:32
2023-07-28 06:46:33,628 semantic_segmentation INFO: Iters: 18570/150000 || Lr: 0.017757 || Task Loss: 0.3699 || KD Loss: 0.1498|| 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: 17:03:40 || Estimated Time: 5 days, 0:44:57
2023-07-28 06:47:06,393 semantic_segmentation INFO: Iters: 18580/150000 || Lr: 0.017756 || Task Loss: 0.2444 || KD Loss: 0.0738|| 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: 17:04:13 || Estimated Time: 5 days, 0:44:22
2023-07-28 06:47:39,166 semantic_segmentation INFO: Iters: 18590/150000 || Lr: 0.017755 || Task Loss: 0.3213 || KD Loss: 0.1090|| 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: 17:04:46 || Estimated Time: 5 days, 0:43:47
2023-07-28 06:48:11,909 semantic_segmentation INFO: Iters: 18600/150000 || Lr: 0.017754 || Task Loss: 0.2553 || KD Loss: 0.0946|| 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: 17:05:18 || Estimated Time: 5 days, 0:43:12
2023-07-28 06:48:44,693 semantic_segmentation INFO: Iters: 18610/150000 || Lr: 0.017752 || Task Loss: 0.2835 || KD Loss: 0.0859|| 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: 17:05:51 || Estimated Time: 5 days, 0:42:36
2023-07-28 06:49:17,444 semantic_segmentation INFO: Iters: 18620/150000 || Lr: 0.017751 || Task Loss: 0.2750 || KD Loss: 0.1022|| 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: 17:06:24 || Estimated Time: 5 days, 0:42:01
2023-07-28 06:49:50,246 semantic_segmentation INFO: Iters: 18630/150000 || Lr: 0.017750 || Task Loss: 0.3057 || KD Loss: 0.0894|| 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: 17:06:57 || Estimated Time: 5 days, 0:41:26
2023-07-28 06:50:22,987 semantic_segmentation INFO: Iters: 18640/150000 || Lr: 0.017749 || Task Loss: 0.2955 || KD Loss: 0.1114|| 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: 17:07:29 || Estimated Time: 5 days, 0:40:51
2023-07-28 06:50:55,758 semantic_segmentation INFO: Iters: 18650/150000 || Lr: 0.017748 || Task Loss: 0.2595 || KD Loss: 0.0766|| 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: 17:08:02 || Estimated Time: 5 days, 0:40:16
2023-07-28 06:51:28,526 semantic_segmentation INFO: Iters: 18660/150000 || Lr: 0.017746 || Task Loss: 0.2475 || KD Loss: 0.0907|| 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: 17:08:35 || Estimated Time: 5 days, 0:39:40
2023-07-28 06:52:01,271 semantic_segmentation INFO: Iters: 18670/150000 || Lr: 0.017745 || Task Loss: 0.2736 || KD Loss: 0.1240|| 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: 17:09:08 || Estimated Time: 5 days, 0:39:05
2023-07-28 06:52:34,082 semantic_segmentation INFO: Iters: 18680/150000 || Lr: 0.017744 || Task Loss: 0.2550 || KD Loss: 0.0940|| 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: 17:09:40 || Estimated Time: 5 days, 0:38:30
2023-07-28 06:53:06,837 semantic_segmentation INFO: Iters: 18690/150000 || Lr: 0.017743 || Task Loss: 0.3064 || KD Loss: 0.0962|| 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: 17:10:13 || Estimated Time: 5 days, 0:37:55
2023-07-28 06:53:39,614 semantic_segmentation INFO: Iters: 18700/150000 || Lr: 0.017741 || Task Loss: 0.2807 || KD Loss: 0.0805|| 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: 17:10:46 || Estimated Time: 5 days, 0:37:20
2023-07-28 06:54:12,400 semantic_segmentation INFO: Iters: 18710/150000 || Lr: 0.017740 || Task Loss: 0.3002 || KD Loss: 0.0749|| 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: 17:11:19 || Estimated Time: 5 days, 0:36:44
2023-07-28 06:54:45,154 semantic_segmentation INFO: Iters: 18720/150000 || Lr: 0.017739 || Task Loss: 0.2399 || KD Loss: 0.0733|| 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: 17:11:52 || Estimated Time: 5 days, 0:36:09
2023-07-28 06:55:18,080 semantic_segmentation INFO: Iters: 18730/150000 || Lr: 0.017738 || Task Loss: 0.2448 || KD Loss: 0.0539|| 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: 17:12:24 || Estimated Time: 5 days, 0:35:35
2023-07-28 06:55:50,878 semantic_segmentation INFO: Iters: 18740/150000 || Lr: 0.017737 || Task Loss: 0.2715 || KD Loss: 0.0945|| 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: 17:12:57 || Estimated Time: 5 days, 0:35:00
2023-07-28 06:56:23,658 semantic_segmentation INFO: Iters: 18750/150000 || Lr: 0.017735 || Task Loss: 0.3232 || KD Loss: 0.1658|| 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: 17:13:30 || Estimated Time: 5 days, 0:34:25
2023-07-28 06:56:56,646 semantic_segmentation INFO: Iters: 18760/150000 || Lr: 0.017734 || Task Loss: 0.2351 || KD Loss: 0.0794|| 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: 17:14:03 || Estimated Time: 5 days, 0:33:51
2023-07-28 06:57:29,433 semantic_segmentation INFO: Iters: 18770/150000 || Lr: 0.017733 || Task Loss: 0.3304 || KD Loss: 0.0967|| 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: 17:14:36 || Estimated Time: 5 days, 0:33:16
2023-07-28 06:58:02,306 semantic_segmentation INFO: Iters: 18780/150000 || Lr: 0.017732 || Task Loss: 0.2473 || KD Loss: 0.0650|| 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: 17:15:09 || Estimated Time: 5 days, 0:32:42
2023-07-28 06:58:35,138 semantic_segmentation INFO: Iters: 18790/150000 || Lr: 0.017731 || Task Loss: 0.3071 || KD Loss: 0.1852|| 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: 17:15:41 || Estimated Time: 5 days, 0:32:07
2023-07-28 06:59:07,910 semantic_segmentation INFO: Iters: 18800/150000 || Lr: 0.017729 || Task Loss: 0.2654 || KD Loss: 0.0640|| 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: 17:16:14 || Estimated Time: 5 days, 0:31:32
2023-07-28 06:59:40,669 semantic_segmentation INFO: Iters: 18810/150000 || Lr: 0.017728 || Task Loss: 0.2226 || KD Loss: 0.1030|| 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: 17:16:47 || Estimated Time: 5 days, 0:30:57
2023-07-28 07:00:13,600 semantic_segmentation INFO: Iters: 18820/150000 || Lr: 0.017727 || Task Loss: 0.4164 || KD Loss: 0.1817|| 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: 17:17:20 || Estimated Time: 5 days, 0:30:23
2023-07-28 07:00:46,404 semantic_segmentation INFO: Iters: 18830/150000 || Lr: 0.017726 || Task Loss: 0.2874 || KD Loss: 0.1016|| 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: 17:17:53 || Estimated Time: 5 days, 0:29:48
2023-07-28 07:01:19,180 semantic_segmentation INFO: Iters: 18840/150000 || Lr: 0.017724 || Task Loss: 0.3279 || KD Loss: 0.1181|| 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: 17:18:26 || Estimated Time: 5 days, 0:29:13
2023-07-28 07:01:51,948 semantic_segmentation INFO: Iters: 18850/150000 || Lr: 0.017723 || Task Loss: 0.3938 || KD Loss: 0.1423|| 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: 17:18:58 || Estimated Time: 5 days, 0:28:37
2023-07-28 07:02:24,720 semantic_segmentation INFO: Iters: 18860/150000 || Lr: 0.017722 || Task Loss: 0.2085 || KD Loss: 0.0768|| 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: 17:19:31 || Estimated Time: 5 days, 0:28:02
2023-07-28 07:02:57,500 semantic_segmentation INFO: Iters: 18870/150000 || Lr: 0.017721 || Task Loss: 0.4439 || KD Loss: 0.1686|| 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: 17:20:04 || Estimated Time: 5 days, 0:27:27
2023-07-28 07:03:30,239 semantic_segmentation INFO: Iters: 18880/150000 || Lr: 0.017720 || Task Loss: 0.2880 || KD Loss: 0.1016|| 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: 17:20:37 || Estimated Time: 5 days, 0:26:52
2023-07-28 07:04:03,018 semantic_segmentation INFO: Iters: 18890/150000 || Lr: 0.017718 || Task Loss: 0.2562 || KD Loss: 0.0908|| 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: 17:21:09 || Estimated Time: 5 days, 0:26:17
2023-07-28 07:04:35,784 semantic_segmentation INFO: Iters: 18900/150000 || Lr: 0.017717 || Task Loss: 0.2582 || KD Loss: 0.0949|| 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: 17:21:42 || Estimated Time: 5 days, 0:25:42
2023-07-28 07:05:08,568 semantic_segmentation INFO: Iters: 18910/150000 || Lr: 0.017716 || Task Loss: 0.2749 || KD Loss: 0.0961|| 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: 17:22:15 || Estimated Time: 5 days, 0:25:06
2023-07-28 07:05:41,325 semantic_segmentation INFO: Iters: 18920/150000 || Lr: 0.017715 || Task Loss: 0.3042 || KD Loss: 0.1023|| 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: 17:22:48 || Estimated Time: 5 days, 0:24:31
2023-07-28 07:06:14,098 semantic_segmentation INFO: Iters: 18930/150000 || Lr: 0.017713 || Task Loss: 0.2768 || KD Loss: 0.0944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:23:20 || Estimated Time: 5 days, 0:23:56
2023-07-28 07:06:46,839 semantic_segmentation INFO: Iters: 18940/150000 || Lr: 0.017712 || Task Loss: 0.6427 || KD Loss: 0.3229|| 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: 17:23:53 || Estimated Time: 5 days, 0:23:21
2023-07-28 07:07:22,892 semantic_segmentation INFO: Iters: 18950/150000 || Lr: 0.017711 || Task Loss: 0.4500 || KD Loss: 0.1513|| 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: 17:24:29 || Estimated Time: 5 days, 0:23:08
2023-07-28 07:07:55,655 semantic_segmentation INFO: Iters: 18960/150000 || Lr: 0.017710 || Task Loss: 0.2529 || KD Loss: 0.0799|| 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: 17:25:02 || Estimated Time: 5 days, 0:22:33
2023-07-28 07:08:28,448 semantic_segmentation INFO: Iters: 18970/150000 || Lr: 0.017709 || Task Loss: 0.2756 || KD Loss: 0.0973|| 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: 17:25:35 || Estimated Time: 5 days, 0:21:58
2023-07-28 07:09:01,234 semantic_segmentation INFO: Iters: 18980/150000 || Lr: 0.017707 || Task Loss: 0.2503 || KD Loss: 0.0882|| 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: 17:26:08 || Estimated Time: 5 days, 0:21:23
2023-07-28 07:09:33,941 semantic_segmentation INFO: Iters: 18990/150000 || Lr: 0.017706 || Task Loss: 0.3185 || KD Loss: 0.1120|| 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: 17:26:40 || Estimated Time: 5 days, 0:20:48
2023-07-28 07:10:06,759 semantic_segmentation INFO: Iters: 19000/150000 || Lr: 0.017705 || Task Loss: 0.2663 || KD Loss: 0.1341|| 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: 17:27:13 || Estimated Time: 5 days, 0:20:13
2023-07-28 07:10:39,511 semantic_segmentation INFO: Iters: 19010/150000 || Lr: 0.017704 || Task Loss: 0.3445 || KD Loss: 0.1362|| 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: 17:27:46 || Estimated Time: 5 days, 0:19:38
2023-07-28 07:11:12,248 semantic_segmentation INFO: Iters: 19020/150000 || Lr: 0.017703 || Task Loss: 0.2289 || KD Loss: 0.0799|| 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: 17:28:19 || Estimated Time: 5 days, 0:19:02
2023-07-28 07:11:45,034 semantic_segmentation INFO: Iters: 19030/150000 || Lr: 0.017701 || Task Loss: 0.2576 || KD Loss: 0.0705|| 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: 17:28:51 || Estimated Time: 5 days, 0:18:27
2023-07-28 07:12:17,797 semantic_segmentation INFO: Iters: 19040/150000 || Lr: 0.017700 || Task Loss: 0.2773 || KD Loss: 0.0675|| 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: 17:29:24 || Estimated Time: 5 days, 0:17:52
2023-07-28 07:12:50,590 semantic_segmentation INFO: Iters: 19050/150000 || Lr: 0.017699 || Task Loss: 0.2645 || KD Loss: 0.0848|| 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: 17:29:57 || Estimated Time: 5 days, 0:17:17
2023-07-28 07:13:23,343 semantic_segmentation INFO: Iters: 19060/150000 || Lr: 0.017698 || Task Loss: 0.3081 || KD Loss: 0.0876|| 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: 17:30:30 || Estimated Time: 5 days, 0:16:42
2023-07-28 07:13:56,129 semantic_segmentation INFO: Iters: 19070/150000 || Lr: 0.017696 || Task Loss: 0.2504 || KD Loss: 0.0800|| 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: 17:31:02 || Estimated Time: 5 days, 0:16:07
2023-07-28 07:14:28,894 semantic_segmentation INFO: Iters: 19080/150000 || Lr: 0.017695 || Task Loss: 0.3632 || KD Loss: 0.1230|| 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: 17:31:35 || Estimated Time: 5 days, 0:15:32
2023-07-28 07:15:01,661 semantic_segmentation INFO: Iters: 19090/150000 || Lr: 0.017694 || Task Loss: 0.4453 || KD Loss: 0.1717|| 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: 17:32:08 || Estimated Time: 5 days, 0:14:56
2023-07-28 07:15:34,440 semantic_segmentation INFO: Iters: 19100/150000 || Lr: 0.017693 || Task Loss: 0.3160 || KD Loss: 0.1127|| 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: 17:32:41 || Estimated Time: 5 days, 0:14:22
2023-07-28 07:16:07,339 semantic_segmentation INFO: Iters: 19110/150000 || Lr: 0.017692 || Task Loss: 0.2551 || KD Loss: 0.1017|| 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: 17:33:14 || Estimated Time: 5 days, 0:13:47
2023-07-28 07:16:40,171 semantic_segmentation INFO: Iters: 19120/150000 || Lr: 0.017690 || Task Loss: 0.2124 || KD Loss: 0.0599|| 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: 17:33:47 || Estimated Time: 5 days, 0:13:13
2023-07-28 07:17:13,033 semantic_segmentation INFO: Iters: 19130/150000 || Lr: 0.017689 || Task Loss: 0.2494 || KD Loss: 0.0812|| 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: 17:34:19 || Estimated Time: 5 days, 0:12:38
2023-07-28 07:17:45,892 semantic_segmentation INFO: Iters: 19140/150000 || Lr: 0.017688 || Task Loss: 0.2530 || KD Loss: 0.0871|| 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: 17:34:52 || Estimated Time: 5 days, 0:12:04
2023-07-28 07:18:18,669 semantic_segmentation INFO: Iters: 19150/150000 || Lr: 0.017687 || Task Loss: 0.2664 || KD Loss: 0.0819|| 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: 17:35:25 || Estimated Time: 5 days, 0:11:29
2023-07-28 07:18:51,426 semantic_segmentation INFO: Iters: 19160/150000 || Lr: 0.017685 || Task Loss: 0.2898 || KD Loss: 0.0813|| 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: 17:35:58 || Estimated Time: 5 days, 0:10:53
2023-07-28 07:19:24,218 semantic_segmentation INFO: Iters: 19170/150000 || Lr: 0.017684 || Task Loss: 0.2198 || KD Loss: 0.0708|| 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: 17:36:31 || Estimated Time: 5 days, 0:10:19
2023-07-28 07:19:56,977 semantic_segmentation INFO: Iters: 19180/150000 || Lr: 0.017683 || Task Loss: 0.1699 || KD Loss: 0.0463|| 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: 17:37:03 || Estimated Time: 5 days, 0:09:43
2023-07-28 07:20:29,741 semantic_segmentation INFO: Iters: 19190/150000 || Lr: 0.017682 || Task Loss: 0.1455 || KD Loss: 0.0476|| 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: 17:37:36 || Estimated Time: 5 days, 0:09:08
2023-07-28 07:21:02,496 semantic_segmentation INFO: Iters: 19200/150000 || Lr: 0.017681 || Task Loss: 0.1896 || KD Loss: 0.0506|| 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: 17:38:09 || Estimated Time: 5 days, 0:08:33
2023-07-28 07:21:02,561 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 07:21:03,689 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.926, mIoU: 0.374
2023-07-28 07:21:03,799 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.948, mIoU: 0.459
2023-07-28 07:21:03,907 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.955, mIoU: 0.467
2023-07-28 07:21:04,017 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.957, mIoU: 0.500
2023-07-28 07:21:04,125 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.960, mIoU: 0.495
2023-07-28 07:21:04,234 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.494
2023-07-28 07:21:04,340 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.960, mIoU: 0.526
2023-07-28 07:21:04,446 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.959, mIoU: 0.548
2023-07-28 07:21:04,551 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.959, mIoU: 0.595
2023-07-28 07:21:04,656 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.957, mIoU: 0.642
2023-07-28 07:21:04,762 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.958, mIoU: 0.652
2023-07-28 07:21:04,867 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.953, mIoU: 0.646
2023-07-28 07:21:04,976 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.952, mIoU: 0.640
2023-07-28 07:21:05,091 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.948, mIoU: 0.624
2023-07-28 07:21:05,206 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.945, mIoU: 0.605
2023-07-28 07:21:05,318 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.942, mIoU: 0.599
2023-07-28 07:21:05,427 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.941, mIoU: 0.599
2023-07-28 07:21:05,533 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.941, mIoU: 0.600
2023-07-28 07:21:05,644 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.941, mIoU: 0.604
2023-07-28 07:21:05,749 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.941, mIoU: 0.610
2023-07-28 07:21:05,857 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.941, mIoU: 0.614
2023-07-28 07:21:05,962 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.940, mIoU: 0.636
2023-07-28 07:21:06,069 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.939, mIoU: 0.640
2023-07-28 07:21:06,174 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.939, mIoU: 0.646
2023-07-28 07:21:06,284 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.937, mIoU: 0.656
2023-07-28 07:21:06,388 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.937, mIoU: 0.656
2023-07-28 07:21:06,499 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.936, mIoU: 0.649
2023-07-28 07:21:06,609 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.935, mIoU: 0.645
2023-07-28 07:21:06,716 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.935, mIoU: 0.647
2023-07-28 07:21:06,824 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.935, mIoU: 0.664
2023-07-28 07:21:06,938 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.935, mIoU: 0.663
2023-07-28 07:21:07,056 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.934, mIoU: 0.661
2023-07-28 07:21:07,168 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.936, mIoU: 0.665
2023-07-28 07:21:07,280 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.936, mIoU: 0.664
2023-07-28 07:21:07,390 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.660
2023-07-28 07:21:07,499 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.935, mIoU: 0.659
2023-07-28 07:21:07,602 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.935, mIoU: 0.657
2023-07-28 07:21:07,709 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.934, mIoU: 0.656
2023-07-28 07:21:07,814 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.934, mIoU: 0.651
2023-07-28 07:21:07,919 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.935, mIoU: 0.651
2023-07-28 07:21:08,023 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.935, mIoU: 0.649
2023-07-28 07:21:08,130 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.935, mIoU: 0.649
2023-07-28 07:21:08,237 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.936, mIoU: 0.650
2023-07-28 07:21:08,351 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.937, mIoU: 0.652
2023-07-28 07:21:08,458 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.937, mIoU: 0.650
2023-07-28 07:21:08,574 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.937, mIoU: 0.649
2023-07-28 07:21:08,696 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.938, mIoU: 0.649
2023-07-28 07:21:08,807 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-28 07:21:08,919 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.938, mIoU: 0.650
2023-07-28 07:21:09,029 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-28 07:21:09,140 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-28 07:21:09,246 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.936, mIoU: 0.641
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2023-07-28 07:21:09,997 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.934, mIoU: 0.649
2023-07-28 07:21:10,108 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.933, mIoU: 0.647
2023-07-28 07:21:10,221 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.933, mIoU: 0.651
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2023-07-28 07:21:10,558 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.932, mIoU: 0.652
2023-07-28 07:21:10,670 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.931, mIoU: 0.652
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2023-07-28 07:21:10,892 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 07:21:11,001 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.929, mIoU: 0.650
2023-07-28 07:21:11,111 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.929, mIoU: 0.649
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2023-07-28 07:21:12,009 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.930, mIoU: 0.644
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2023-07-28 07:21:12,865 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.927, mIoU: 0.642
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2023-07-28 07:21:17,254 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.924, mIoU: 0.635
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2023-07-28 07:21:31,011 semantic_segmentation INFO: Sample: 248, Validation pixAcc: 0.931, mIoU: 0.639
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2023-07-28 07:21:38,445 semantic_segmentation INFO: Sample: 315, Validation pixAcc: 0.929, mIoU: 0.637
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2023-07-28 07:21:41,007 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.930, mIoU: 0.636
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2023-07-28 07:21:42,018 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.931, mIoU: 0.638
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2023-07-28 07:21:53,260 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.937, mIoU: 0.646
2023-07-28 07:21:53,373 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.937, mIoU: 0.646
2023-07-28 07:21:53,483 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.937, mIoU: 0.646
2023-07-28 07:21:53,594 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.937, mIoU: 0.646
2023-07-28 07:21:53,700 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.938, mIoU: 0.646
2023-07-28 07:21:53,806 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.938, mIoU: 0.646
2023-07-28 07:21:53,910 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.938, mIoU: 0.646
2023-07-28 07:21:54,019 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.938, mIoU: 0.646
2023-07-28 07:21:54,123 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.938, mIoU: 0.646
2023-07-28 07:21:54,234 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.938, mIoU: 0.646
2023-07-28 07:21:54,349 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.938, mIoU: 0.646
2023-07-28 07:21:54,458 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.938, mIoU: 0.647
2023-07-28 07:21:54,568 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.937, mIoU: 0.647
2023-07-28 07:21:54,677 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.938, mIoU: 0.647
2023-07-28 07:21:54,781 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.937, mIoU: 0.646
2023-07-28 07:21:54,891 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.937, mIoU: 0.647
2023-07-28 07:21:55,001 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.938, mIoU: 0.647
2023-07-28 07:21:55,107 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.938, mIoU: 0.647
2023-07-28 07:21:55,212 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.938, mIoU: 0.647
2023-07-28 07:21:55,318 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.938, mIoU: 0.647
2023-07-28 07:21:55,422 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.938, mIoU: 0.647
2023-07-28 07:21:55,527 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-28 07:21:55,632 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-28 07:21:55,737 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-28 07:21:55,841 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-28 07:21:55,946 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-28 07:21:56,053 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.938, mIoU: 0.647
2023-07-28 07:21:56,159 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.938, mIoU: 0.647
2023-07-28 07:21:56,263 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-28 07:21:56,365 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-28 07:21:56,470 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-28 07:21:56,576 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-28 07:21:56,683 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-28 07:21:56,792 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-28 07:21:56,905 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-28 07:21:57,023 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-28 07:21:57,136 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-28 07:21:57,246 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-28 07:21:57,356 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-28 07:21:57,467 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.939, mIoU: 0.648
2023-07-28 07:21:57,572 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-28 07:21:57,678 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.938, mIoU: 0.649
2023-07-28 07:21:57,781 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.938, mIoU: 0.649
2023-07-28 07:21:57,884 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.939, mIoU: 0.649
2023-07-28 07:21:57,986 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.939, mIoU: 0.649
2023-07-28 07:21:58,092 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.939, mIoU: 0.649
2023-07-28 07:21:58,197 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.939, mIoU: 0.649
2023-07-28 07:21:58,304 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.939, mIoU: 0.649
2023-07-28 07:21:58,406 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.939, mIoU: 0.650
2023-07-28 07:21:58,509 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.939, mIoU: 0.650
2023-07-28 07:21:58,613 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.939, mIoU: 0.650
2023-07-28 07:21:58,716 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.939, mIoU: 0.650
2023-07-28 07:21:58,819 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.939, mIoU: 0.650
2023-07-28 07:21:58,922 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.939, mIoU: 0.650
2023-07-28 07:21:59,023 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.939, mIoU: 0.650
2023-07-28 07:22:32,324 semantic_segmentation INFO: Iters: 19210/150000 || Lr: 0.017679 || Task Loss: 0.2326 || KD Loss: 0.1254|| 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: 17:39:39 || Estimated Time: 5 days, 0:14:26
2023-07-28 07:23:05,159 semantic_segmentation INFO: Iters: 19220/150000 || Lr: 0.017678 || Task Loss: 0.3033 || KD Loss: 0.0873|| 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: 17:40:12 || Estimated Time: 5 days, 0:13:51
2023-07-28 07:23:38,041 semantic_segmentation INFO: Iters: 19230/150000 || Lr: 0.017677 || Task Loss: 0.4124 || KD Loss: 0.1203|| 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: 17:40:44 || Estimated Time: 5 days, 0:13:17
2023-07-28 07:24:10,911 semantic_segmentation INFO: Iters: 19240/150000 || Lr: 0.017676 || Task Loss: 0.3233 || KD Loss: 0.1046|| 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: 17:41:17 || Estimated Time: 5 days, 0:12:42
2023-07-28 07:24:43,684 semantic_segmentation INFO: Iters: 19250/150000 || Lr: 0.017675 || Task Loss: 0.2598 || KD Loss: 0.1096|| 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: 17:41:50 || Estimated Time: 5 days, 0:12:07
2023-07-28 07:25:16,850 semantic_segmentation INFO: Iters: 19260/150000 || Lr: 0.017673 || Task Loss: 0.2930 || KD Loss: 0.1119|| 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: 17:42:23 || Estimated Time: 5 days, 0:11:34
2023-07-28 07:25:49,658 semantic_segmentation INFO: Iters: 19270/150000 || Lr: 0.017672 || Task Loss: 0.3303 || KD Loss: 0.0988|| 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: 17:42:56 || Estimated Time: 5 days, 0:10:59
2023-07-28 07:26:22,590 semantic_segmentation INFO: Iters: 19280/150000 || Lr: 0.017671 || Task Loss: 0.2393 || KD Loss: 0.0787|| 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: 17:43:29 || Estimated Time: 5 days, 0:10:25
2023-07-28 07:26:55,474 semantic_segmentation INFO: Iters: 19290/150000 || Lr: 0.017670 || Task Loss: 0.3357 || KD Loss: 0.1330|| 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: 17:44:02 || Estimated Time: 5 days, 0:09:50
2023-07-28 07:27:28,332 semantic_segmentation INFO: Iters: 19300/150000 || Lr: 0.017668 || Task Loss: 0.6516 || KD Loss: 0.3784|| 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: 17:44:35 || Estimated Time: 5 days, 0:09:16
2023-07-28 07:28:01,098 semantic_segmentation INFO: Iters: 19310/150000 || Lr: 0.017667 || Task Loss: 0.3073 || KD Loss: 0.1547|| 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: 17:45:07 || Estimated Time: 5 days, 0:08:41
2023-07-28 07:28:33,883 semantic_segmentation INFO: Iters: 19320/150000 || Lr: 0.017666 || Task Loss: 0.4067 || KD Loss: 0.2070|| 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: 17:45:40 || Estimated Time: 5 days, 0:08:05
2023-07-28 07:29:06,673 semantic_segmentation INFO: Iters: 19330/150000 || Lr: 0.017665 || Task Loss: 0.2557 || KD Loss: 0.0880|| 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: 17:46:13 || Estimated Time: 5 days, 0:07:30
2023-07-28 07:29:39,584 semantic_segmentation INFO: Iters: 19340/150000 || Lr: 0.017664 || Task Loss: 0.2569 || KD Loss: 0.0714|| 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: 17:46:46 || Estimated Time: 5 days, 0:06:56
2023-07-28 07:30:12,376 semantic_segmentation INFO: Iters: 19350/150000 || Lr: 0.017662 || Task Loss: 0.1920 || KD Loss: 0.0724|| 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: 17:47:19 || Estimated Time: 5 days, 0:06:21
2023-07-28 07:30:45,204 semantic_segmentation INFO: Iters: 19360/150000 || Lr: 0.017661 || Task Loss: 0.3257 || KD Loss: 0.0955|| 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: 17:47:52 || Estimated Time: 5 days, 0:05:46
2023-07-28 07:31:21,300 semantic_segmentation INFO: Iters: 19370/150000 || Lr: 0.017660 || Task Loss: 0.2014 || KD Loss: 0.0631|| 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: 17:48:28 || Estimated Time: 5 days, 0:05:33
2023-07-28 07:31:54,163 semantic_segmentation INFO: Iters: 19380/150000 || Lr: 0.017659 || Task Loss: 0.2696 || KD Loss: 0.0931|| 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: 17:49:01 || Estimated Time: 5 days, 0:04:58
2023-07-28 07:32:27,111 semantic_segmentation INFO: Iters: 19390/150000 || Lr: 0.017658 || Task Loss: 0.2698 || KD Loss: 0.0789|| 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: 17:49:33 || Estimated Time: 5 days, 0:04:24
2023-07-28 07:32:59,933 semantic_segmentation INFO: Iters: 19400/150000 || Lr: 0.017656 || Task Loss: 0.3031 || KD Loss: 0.0868|| 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: 17:50:06 || Estimated Time: 5 days, 0:03:49
2023-07-28 07:33:32,885 semantic_segmentation INFO: Iters: 19410/150000 || Lr: 0.017655 || Task Loss: 0.2086 || KD Loss: 0.0807|| 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: 17:50:39 || Estimated Time: 5 days, 0:03:15
2023-07-28 07:34:05,854 semantic_segmentation INFO: Iters: 19420/150000 || Lr: 0.017654 || Task Loss: 0.3533 || KD Loss: 0.1220|| 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: 17:51:12 || Estimated Time: 5 days, 0:02:41
2023-07-28 07:34:38,724 semantic_segmentation INFO: Iters: 19430/150000 || Lr: 0.017653 || Task Loss: 0.2046 || KD Loss: 0.0805|| 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: 17:51:45 || Estimated Time: 5 days, 0:02:07
2023-07-28 07:35:11,588 semantic_segmentation INFO: Iters: 19440/150000 || Lr: 0.017651 || Task Loss: 0.4015 || KD Loss: 0.1308|| 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: 17:52:18 || Estimated Time: 5 days, 0:01:32
2023-07-28 07:35:44,522 semantic_segmentation INFO: Iters: 19450/150000 || Lr: 0.017650 || Task Loss: 0.2270 || KD Loss: 0.0731|| 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: 17:52:51 || Estimated Time: 5 days, 0:00:58
2023-07-28 07:36:17,360 semantic_segmentation INFO: Iters: 19460/150000 || Lr: 0.017649 || Task Loss: 0.2516 || KD Loss: 0.0720|| 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: 17:53:24 || Estimated Time: 5 days, 0:00:23
2023-07-28 07:36:50,316 semantic_segmentation INFO: Iters: 19470/150000 || Lr: 0.017648 || Task Loss: 0.2311 || KD Loss: 0.0701|| 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: 17:53:57 || Estimated Time: 4 days, 23:59:49
2023-07-28 07:37:23,273 semantic_segmentation INFO: Iters: 19480/150000 || Lr: 0.017647 || Task Loss: 0.2507 || KD Loss: 0.0721|| 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: 17:54:30 || Estimated Time: 4 days, 23:59:15
2023-07-28 07:37:56,043 semantic_segmentation INFO: Iters: 19490/150000 || Lr: 0.017645 || Task Loss: 0.2370 || KD Loss: 0.0743|| 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: 17:55:02 || Estimated Time: 4 days, 23:58:40
2023-07-28 07:38:28,906 semantic_segmentation INFO: Iters: 19500/150000 || Lr: 0.017644 || Task Loss: 0.2046 || KD Loss: 0.0623|| 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: 17:55:35 || Estimated Time: 4 days, 23:58:05
2023-07-28 07:39:01,788 semantic_segmentation INFO: Iters: 19510/150000 || Lr: 0.017643 || Task Loss: 0.2880 || KD Loss: 0.0615|| 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: 17:56:08 || Estimated Time: 4 days, 23:57:30
2023-07-28 07:39:34,729 semantic_segmentation INFO: Iters: 19520/150000 || Lr: 0.017642 || Task Loss: 0.2477 || KD Loss: 0.0775|| 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: 17:56:41 || Estimated Time: 4 days, 23:56:56
2023-07-28 07:40:07,701 semantic_segmentation INFO: Iters: 19530/150000 || Lr: 0.017640 || Task Loss: 0.3164 || KD Loss: 0.0919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1380|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:57:14 || Estimated Time: 4 days, 23:56:22
2023-07-28 07:40:40,499 semantic_segmentation INFO: Iters: 19540/150000 || Lr: 0.017639 || Task Loss: 0.2761 || KD Loss: 0.0822|| 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: 17:57:47 || Estimated Time: 4 days, 23:55:47
2023-07-28 07:41:13,474 semantic_segmentation INFO: Iters: 19550/150000 || Lr: 0.017638 || Task Loss: 0.2691 || KD Loss: 0.0721|| 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: 17:58:20 || Estimated Time: 4 days, 23:55:13
2023-07-28 07:41:46,440 semantic_segmentation INFO: Iters: 19560/150000 || Lr: 0.017637 || Task Loss: 0.3627 || KD Loss: 0.0919|| 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: 17:58:53 || Estimated Time: 4 days, 23:54:39
2023-07-28 07:42:19,398 semantic_segmentation INFO: Iters: 19570/150000 || Lr: 0.017636 || Task Loss: 0.2831 || KD Loss: 0.0980|| 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: 17:59:26 || Estimated Time: 4 days, 23:54:06
2023-07-28 07:42:52,340 semantic_segmentation INFO: Iters: 19580/150000 || Lr: 0.017634 || Task Loss: 0.2873 || KD Loss: 0.1095|| 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: 17:59:59 || Estimated Time: 4 days, 23:53:31
2023-07-28 07:43:25,262 semantic_segmentation INFO: Iters: 19590/150000 || Lr: 0.017633 || Task Loss: 0.2014 || KD Loss: 0.0772|| 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: 18:00:32 || Estimated Time: 4 days, 23:52:57
2023-07-28 07:43:58,286 semantic_segmentation INFO: Iters: 19600/150000 || Lr: 0.017632 || Task Loss: 0.3842 || KD Loss: 0.1655|| 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: 18:01:05 || Estimated Time: 4 days, 23:52:23
2023-07-28 07:44:31,141 semantic_segmentation INFO: Iters: 19610/150000 || Lr: 0.017631 || Task Loss: 0.2123 || KD Loss: 0.0564|| 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: 18:01:37 || Estimated Time: 4 days, 23:51:49
2023-07-28 07:45:04,101 semantic_segmentation INFO: Iters: 19620/150000 || Lr: 0.017630 || Task Loss: 0.2549 || KD Loss: 0.0887|| 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: 18:02:10 || Estimated Time: 4 days, 23:51:15
2023-07-28 07:45:37,133 semantic_segmentation INFO: Iters: 19630/150000 || Lr: 0.017628 || Task Loss: 0.1939 || KD Loss: 0.0674|| 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: 18:02:43 || Estimated Time: 4 days, 23:50:41
2023-07-28 07:46:10,047 semantic_segmentation INFO: Iters: 19640/150000 || Lr: 0.017627 || Task Loss: 0.2337 || KD Loss: 0.0766|| 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: 18:03:16 || Estimated Time: 4 days, 23:50:07
2023-07-28 07:46:43,173 semantic_segmentation INFO: Iters: 19650/150000 || Lr: 0.017626 || Task Loss: 0.1770 || KD Loss: 0.0613|| 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: 18:03:50 || Estimated Time: 4 days, 23:49:34
2023-07-28 07:47:16,150 semantic_segmentation INFO: Iters: 19660/150000 || Lr: 0.017625 || Task Loss: 0.2680 || KD Loss: 0.0838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1424|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:04:23 || Estimated Time: 4 days, 23:49:00
2023-07-28 07:47:49,133 semantic_segmentation INFO: Iters: 19670/150000 || Lr: 0.017623 || Task Loss: 0.2253 || KD Loss: 0.0945|| 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: 18:04:55 || Estimated Time: 4 days, 23:48:27
2023-07-28 07:48:22,227 semantic_segmentation INFO: Iters: 19680/150000 || Lr: 0.017622 || Task Loss: 0.1839 || KD Loss: 0.0634|| 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: 18:05:29 || Estimated Time: 4 days, 23:47:53
2023-07-28 07:48:55,277 semantic_segmentation INFO: Iters: 19690/150000 || Lr: 0.017621 || Task Loss: 0.2005 || KD Loss: 0.0586|| 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: 18:06:02 || Estimated Time: 4 days, 23:47:20
2023-07-28 07:49:28,268 semantic_segmentation INFO: Iters: 19700/150000 || Lr: 0.017620 || Task Loss: 0.1918 || KD Loss: 0.0619|| 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: 18:06:35 || Estimated Time: 4 days, 23:46:46
2023-07-28 07:50:01,432 semantic_segmentation INFO: Iters: 19710/150000 || Lr: 0.017619 || Task Loss: 0.3205 || KD Loss: 0.1633|| 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: 18:07:08 || Estimated Time: 4 days, 23:46:14
2023-07-28 07:50:34,503 semantic_segmentation INFO: Iters: 19720/150000 || Lr: 0.017617 || Task Loss: 0.3519 || KD Loss: 0.1213|| 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: 18:07:41 || Estimated Time: 4 days, 23:45:40
2023-07-28 07:51:07,454 semantic_segmentation INFO: Iters: 19730/150000 || Lr: 0.017616 || Task Loss: 0.2287 || KD Loss: 0.0714|| 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: 18:08:14 || Estimated Time: 4 days, 23:45:07
2023-07-28 07:51:40,567 semantic_segmentation INFO: Iters: 19740/150000 || Lr: 0.017615 || Task Loss: 0.3730 || KD Loss: 0.1622|| 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: 18:08:47 || Estimated Time: 4 days, 23:44:33
2023-07-28 07:52:13,523 semantic_segmentation INFO: Iters: 19750/150000 || Lr: 0.017614 || Task Loss: 0.2073 || KD Loss: 0.0762|| 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: 18:09:20 || Estimated Time: 4 days, 23:44:00
2023-07-28 07:52:46,505 semantic_segmentation INFO: Iters: 19760/150000 || Lr: 0.017612 || Task Loss: 0.1637 || KD Loss: 0.0970|| 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: 18:09:53 || Estimated Time: 4 days, 23:43:26
2023-07-28 07:53:19,472 semantic_segmentation INFO: Iters: 19770/150000 || Lr: 0.017611 || Task Loss: 0.4099 || KD Loss: 0.1329|| 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: 18:10:26 || Estimated Time: 4 days, 23:42:52
2023-07-28 07:53:52,908 semantic_segmentation INFO: Iters: 19780/150000 || Lr: 0.017610 || Task Loss: 0.1937 || KD Loss: 0.0595|| 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: 18:10:59 || Estimated Time: 4 days, 23:42:21
2023-07-28 07:54:25,953 semantic_segmentation INFO: Iters: 19790/150000 || Lr: 0.017609 || Task Loss: 0.2277 || KD Loss: 0.0698|| 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: 18:11:32 || Estimated Time: 4 days, 23:41:48
2023-07-28 07:54:59,012 semantic_segmentation INFO: Iters: 19800/150000 || Lr: 0.017608 || Task Loss: 0.2186 || KD Loss: 0.0603|| 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: 18:12:05 || Estimated Time: 4 days, 23:41:14
2023-07-28 07:55:35,353 semantic_segmentation INFO: Iters: 19810/150000 || Lr: 0.017606 || Task Loss: 0.3354 || KD Loss: 0.1113|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1329|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:12:42 || Estimated Time: 4 days, 23:41:02
2023-07-28 07:56:08,355 semantic_segmentation INFO: Iters: 19820/150000 || Lr: 0.017605 || Task Loss: 0.2582 || KD Loss: 0.0702|| 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: 18:13:15 || Estimated Time: 4 days, 23:40:29
2023-07-28 07:56:41,388 semantic_segmentation INFO: Iters: 19830/150000 || Lr: 0.017604 || Task Loss: 0.2517 || KD Loss: 0.0857|| 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: 18:13:48 || Estimated Time: 4 days, 23:39:55
2023-07-28 07:57:14,394 semantic_segmentation INFO: Iters: 19840/150000 || Lr: 0.017603 || Task Loss: 0.2858 || KD Loss: 0.0760|| 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: 18:14:21 || Estimated Time: 4 days, 23:39:22
2023-07-28 07:57:47,585 semantic_segmentation INFO: Iters: 19850/150000 || Lr: 0.017602 || Task Loss: 0.2636 || KD Loss: 0.0840|| 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: 18:14:54 || Estimated Time: 4 days, 23:38:49
2023-07-28 07:58:20,752 semantic_segmentation INFO: Iters: 19860/150000 || Lr: 0.017600 || Task Loss: 0.4219 || KD Loss: 0.2088|| 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: 18:15:27 || Estimated Time: 4 days, 23:38:17
2023-07-28 07:58:53,847 semantic_segmentation INFO: Iters: 19870/150000 || Lr: 0.017599 || Task Loss: 0.2576 || KD Loss: 0.0960|| 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: 18:16:00 || Estimated Time: 4 days, 23:37:43
2023-07-28 07:59:27,013 semantic_segmentation INFO: Iters: 19880/150000 || Lr: 0.017598 || Task Loss: 0.4483 || KD Loss: 0.3073|| 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: 18:16:33 || Estimated Time: 4 days, 23:37:11
2023-07-28 08:00:00,080 semantic_segmentation INFO: Iters: 19890/150000 || Lr: 0.017597 || Task Loss: 0.2567 || KD Loss: 0.0931|| 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: 18:17:06 || Estimated Time: 4 days, 23:36:37
2023-07-28 08:00:33,263 semantic_segmentation INFO: Iters: 19900/150000 || Lr: 0.017595 || Task Loss: 0.3155 || KD Loss: 0.1167|| 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: 18:17:40 || Estimated Time: 4 days, 23:36:05
2023-07-28 08:01:06,489 semantic_segmentation INFO: Iters: 19910/150000 || Lr: 0.017594 || Task Loss: 0.2406 || KD Loss: 0.0844|| 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: 18:18:13 || Estimated Time: 4 days, 23:35:33
2023-07-28 08:01:39,641 semantic_segmentation INFO: Iters: 19920/150000 || Lr: 0.017593 || Task Loss: 0.1986 || KD Loss: 0.0708|| 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: 18:18:46 || Estimated Time: 4 days, 23:35:00
2023-07-28 08:02:12,792 semantic_segmentation INFO: Iters: 19930/150000 || Lr: 0.017592 || Task Loss: 0.2462 || KD Loss: 0.0864|| 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: 18:19:19 || Estimated Time: 4 days, 23:34:27
2023-07-28 08:02:45,881 semantic_segmentation INFO: Iters: 19940/150000 || Lr: 0.017591 || Task Loss: 0.2545 || KD Loss: 0.0734|| 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: 18:19:52 || Estimated Time: 4 days, 23:33:54
2023-07-28 08:03:19,123 semantic_segmentation INFO: Iters: 19950/150000 || Lr: 0.017589 || Task Loss: 0.2573 || KD Loss: 0.0769|| 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: 18:20:25 || Estimated Time: 4 days, 23:33:22
2023-07-28 08:03:52,239 semantic_segmentation INFO: Iters: 19960/150000 || Lr: 0.017588 || Task Loss: 0.2615 || KD Loss: 0.1044|| 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: 18:20:59 || Estimated Time: 4 days, 23:32:49
2023-07-28 08:04:25,395 semantic_segmentation INFO: Iters: 19970/150000 || Lr: 0.017587 || Task Loss: 0.2385 || KD Loss: 0.0701|| 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: 18:21:32 || Estimated Time: 4 days, 23:32:16
2023-07-28 08:04:58,686 semantic_segmentation INFO: Iters: 19980/150000 || Lr: 0.017586 || Task Loss: 0.2414 || KD Loss: 0.1199|| 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: 18:22:05 || Estimated Time: 4 days, 23:31:44
2023-07-28 08:05:31,829 semantic_segmentation INFO: Iters: 19990/150000 || Lr: 0.017584 || Task Loss: 0.2463 || KD Loss: 0.0686|| 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: 18:22:38 || Estimated Time: 4 days, 23:31:12
2023-07-28 08:06:05,254 semantic_segmentation INFO: Iters: 20000/150000 || Lr: 0.017583 || Task Loss: 0.2108 || KD Loss: 0.0586|| 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: 18:23:12 || Estimated Time: 4 days, 23:30:41
2023-07-28 08:06:05,318 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 08:06:06,142 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.924, mIoU: 0.369
2023-07-28 08:06:06,273 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.947, mIoU: 0.455
2023-07-28 08:06:06,380 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.952, mIoU: 0.463
2023-07-28 08:06:06,485 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.955, mIoU: 0.496
2023-07-28 08:06:06,591 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.959, mIoU: 0.490
2023-07-28 08:06:06,696 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.494
2023-07-28 08:06:06,805 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.521
2023-07-28 08:06:06,916 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.957, mIoU: 0.560
2023-07-28 08:06:07,026 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.956, mIoU: 0.560
2023-07-28 08:06:07,135 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.953, mIoU: 0.593
2023-07-28 08:06:07,245 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.953, mIoU: 0.596
2023-07-28 08:06:07,360 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.626
2023-07-28 08:06:07,476 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.949, mIoU: 0.627
2023-07-28 08:06:07,588 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.946, mIoU: 0.622
2023-07-28 08:06:07,696 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.945, mIoU: 0.627
2023-07-28 08:06:07,803 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.944, mIoU: 0.625
2023-07-28 08:06:07,910 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.943, mIoU: 0.624
2023-07-28 08:06:08,017 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.943, mIoU: 0.626
2023-07-28 08:06:08,128 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.942, mIoU: 0.634
2023-07-28 08:06:08,239 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.938, mIoU: 0.635
2023-07-28 08:06:08,356 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.935, mIoU: 0.632
2023-07-28 08:06:08,468 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.932, mIoU: 0.631
2023-07-28 08:06:08,575 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.932, mIoU: 0.632
2023-07-28 08:06:08,686 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.931, mIoU: 0.639
2023-07-28 08:06:08,801 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.930, mIoU: 0.652
2023-07-28 08:06:08,916 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.930, mIoU: 0.654
2023-07-28 08:06:09,030 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.929, mIoU: 0.647
2023-07-28 08:06:09,141 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.928, mIoU: 0.643
2023-07-28 08:06:09,251 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.928, mIoU: 0.644
2023-07-28 08:06:09,359 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.927, mIoU: 0.636
2023-07-28 08:06:09,473 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.928, mIoU: 0.636
2023-07-28 08:06:09,589 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.927, mIoU: 0.635
2023-07-28 08:06:09,700 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.929, mIoU: 0.637
2023-07-28 08:06:09,808 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.929, mIoU: 0.637
2023-07-28 08:06:09,922 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.928, mIoU: 0.639
2023-07-28 08:06:10,029 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.929, mIoU: 0.638
2023-07-28 08:06:10,132 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.928, mIoU: 0.635
2023-07-28 08:06:10,239 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.927, mIoU: 0.634
2023-07-28 08:06:10,344 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.927, mIoU: 0.629
2023-07-28 08:06:10,451 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.928, mIoU: 0.630
2023-07-28 08:06:10,556 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.928, mIoU: 0.633
2023-07-28 08:06:10,661 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.929, mIoU: 0.633
2023-07-28 08:06:10,767 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.929, mIoU: 0.634
2023-07-28 08:06:10,874 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-28 08:06:10,979 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.930, mIoU: 0.634
2023-07-28 08:06:11,083 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.931, mIoU: 0.635
2023-07-28 08:06:11,188 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.931, mIoU: 0.635
2023-07-28 08:06:11,294 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.932, mIoU: 0.634
2023-07-28 08:06:11,400 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.932, mIoU: 0.640
2023-07-28 08:06:11,511 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.932, mIoU: 0.643
2023-07-28 08:06:11,616 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.932, mIoU: 0.642
2023-07-28 08:06:11,728 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.932, mIoU: 0.650
2023-07-28 08:06:11,845 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.932, mIoU: 0.651
2023-07-28 08:06:11,958 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.932, mIoU: 0.653
2023-07-28 08:06:12,069 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.932, mIoU: 0.654
2023-07-28 08:06:12,181 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.931, mIoU: 0.652
2023-07-28 08:06:12,290 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.932, mIoU: 0.653
2023-07-28 08:06:12,396 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.932, mIoU: 0.660
2023-07-28 08:06:12,502 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.932, mIoU: 0.661
2023-07-28 08:06:12,605 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.931, mIoU: 0.659
2023-07-28 08:06:12,713 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.932, mIoU: 0.662
2023-07-28 08:06:12,817 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.932, mIoU: 0.664
2023-07-28 08:06:12,921 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.931, mIoU: 0.662
2023-07-28 08:06:13,027 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.931, mIoU: 0.665
2023-07-28 08:06:13,130 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.931, mIoU: 0.667
2023-07-28 08:06:13,236 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.931, mIoU: 0.668
2023-07-28 08:06:13,338 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.930, mIoU: 0.667
2023-07-28 08:06:13,443 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.930, mIoU: 0.669
2023-07-28 08:06:13,548 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.667
2023-07-28 08:06:13,654 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.931, mIoU: 0.667
2023-07-28 08:06:13,757 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.931, mIoU: 0.668
2023-07-28 08:06:13,862 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.932, mIoU: 0.668
2023-07-28 08:06:13,968 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.932, mIoU: 0.667
2023-07-28 08:06:14,077 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.932, mIoU: 0.667
2023-07-28 08:06:14,191 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.932, mIoU: 0.668
2023-07-28 08:06:14,308 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.932, mIoU: 0.668
2023-07-28 08:06:14,420 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.932, mIoU: 0.668
2023-07-28 08:06:14,533 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.932, mIoU: 0.668
2023-07-28 08:06:14,645 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.932, mIoU: 0.668
2023-07-28 08:06:14,756 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.931, mIoU: 0.669
2023-07-28 08:06:14,862 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.930, mIoU: 0.670
2023-07-28 08:06:14,968 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.931, mIoU: 0.670
2023-07-28 08:06:15,070 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.930, mIoU: 0.670
2023-07-28 08:06:15,175 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.930, mIoU: 0.668
2023-07-28 08:06:15,278 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.927, mIoU: 0.664
2023-07-28 08:06:15,382 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.927, mIoU: 0.664
2023-07-28 08:06:15,486 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.927, mIoU: 0.664
2023-07-28 08:06:15,597 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.928, mIoU: 0.664
2023-07-28 08:06:15,707 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.928, mIoU: 0.664
2023-07-28 08:06:15,817 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.928, mIoU: 0.664
2023-07-28 08:06:15,926 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.928, mIoU: 0.665
2023-07-28 08:06:16,039 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-28 08:06:16,158 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-28 08:06:16,274 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.928, mIoU: 0.672
2023-07-28 08:06:16,388 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.928, mIoU: 0.672
2023-07-28 08:06:16,499 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.928, mIoU: 0.672
2023-07-28 08:06:16,617 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.928, mIoU: 0.671
2023-07-28 08:06:16,724 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.928, mIoU: 0.672
2023-07-28 08:06:16,834 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-28 08:06:16,948 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.927, mIoU: 0.672
2023-07-28 08:06:17,059 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.926, mIoU: 0.672
2023-07-28 08:06:17,174 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.925, mIoU: 0.669
2023-07-28 08:06:17,285 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-28 08:06:17,397 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-28 08:06:17,509 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-28 08:06:17,626 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.925, mIoU: 0.668
2023-07-28 08:06:17,733 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-28 08:06:17,840 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-28 08:06:17,947 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.926, mIoU: 0.668
2023-07-28 08:06:18,053 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-28 08:06:18,157 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-28 08:06:18,261 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-28 08:06:18,365 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-28 08:06:18,472 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-28 08:06:18,579 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-28 08:06:18,691 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-28 08:06:18,806 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.925, mIoU: 0.667
2023-07-28 08:06:18,919 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-28 08:06:19,032 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-28 08:06:19,146 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-28 08:06:19,259 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-28 08:06:19,367 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-28 08:06:19,475 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-28 08:06:19,579 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-28 08:06:19,686 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.924, mIoU: 0.665
2023-07-28 08:06:19,791 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-28 08:06:19,897 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-28 08:06:20,003 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.924, mIoU: 0.663
2023-07-28 08:06:20,127 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-28 08:06:20,254 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-28 08:06:20,377 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.924, mIoU: 0.662
2023-07-28 08:06:20,498 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.925, mIoU: 0.662
2023-07-28 08:06:20,621 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.925, mIoU: 0.662
2023-07-28 08:06:20,743 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.925, mIoU: 0.661
2023-07-28 08:06:20,862 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.925, mIoU: 0.659
2023-07-28 08:06:20,977 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.926, mIoU: 0.659
2023-07-28 08:06:21,093 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.926, mIoU: 0.659
2023-07-28 08:06:21,211 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.925, mIoU: 0.658
2023-07-28 08:06:21,327 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.925, mIoU: 0.657
2023-07-28 08:06:21,444 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.925, mIoU: 0.659
2023-07-28 08:06:21,560 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.925, mIoU: 0.658
2023-07-28 08:06:21,679 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.925, mIoU: 0.658
2023-07-28 08:06:21,794 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.925, mIoU: 0.657
2023-07-28 08:06:21,908 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.925, mIoU: 0.657
2023-07-28 08:06:22,023 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.925, mIoU: 0.657
2023-07-28 08:06:22,139 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.925, mIoU: 0.659
2023-07-28 08:06:22,252 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.925, mIoU: 0.658
2023-07-28 08:06:22,367 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.925, mIoU: 0.658
2023-07-28 08:06:22,483 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.925, mIoU: 0.658
2023-07-28 08:06:22,594 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.925, mIoU: 0.657
2023-07-28 08:06:22,711 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.925, mIoU: 0.658
2023-07-28 08:06:22,822 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.925, mIoU: 0.658
2023-07-28 08:06:22,934 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.924, mIoU: 0.657
2023-07-28 08:06:23,045 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.925, mIoU: 0.658
2023-07-28 08:06:23,156 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-28 08:06:23,268 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.925, mIoU: 0.659
2023-07-28 08:06:23,380 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.925, mIoU: 0.659
2023-07-28 08:06:23,492 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-28 08:06:23,605 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-28 08:06:23,727 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.924, mIoU: 0.658
2023-07-28 08:06:23,839 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.925, mIoU: 0.657
2023-07-28 08:06:23,951 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.924, mIoU: 0.655
2023-07-28 08:06:24,062 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.924, mIoU: 0.654
2023-07-28 08:06:24,174 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.924, mIoU: 0.655
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2023-07-28 08:06:46,308 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.931, mIoU: 0.651
2023-07-28 08:06:46,413 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.931, mIoU: 0.652
2023-07-28 08:06:46,517 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.931, mIoU: 0.652
2023-07-28 08:06:46,623 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.931, mIoU: 0.652
2023-07-28 08:06:46,726 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.931, mIoU: 0.652
2023-07-28 08:06:46,832 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.931, mIoU: 0.652
2023-07-28 08:06:46,941 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.931, mIoU: 0.653
2023-07-28 08:06:47,051 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.931, mIoU: 0.653
2023-07-28 08:06:47,167 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.931, mIoU: 0.653
2023-07-28 08:06:47,284 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.932, mIoU: 0.654
2023-07-28 08:06:47,400 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.932, mIoU: 0.654
2023-07-28 08:06:47,513 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.932, mIoU: 0.653
2023-07-28 08:06:47,624 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.932, mIoU: 0.654
2023-07-28 08:06:47,736 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.932, mIoU: 0.654
2023-07-28 08:06:47,843 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.932, mIoU: 0.654
2023-07-28 08:06:47,953 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.932, mIoU: 0.654
2023-07-28 08:06:48,070 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.932, mIoU: 0.654
2023-07-28 08:06:48,179 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.932, mIoU: 0.655
2023-07-28 08:06:48,295 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.932, mIoU: 0.655
2023-07-28 08:06:48,404 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.932, mIoU: 0.655
2023-07-28 08:06:48,516 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.932, mIoU: 0.655
2023-07-28 08:06:48,628 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.932, mIoU: 0.655
2023-07-28 08:06:48,741 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.933, mIoU: 0.655
2023-07-28 08:06:48,858 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.933, mIoU: 0.655
2023-07-28 08:06:48,971 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.933, mIoU: 0.656
2023-07-28 08:06:49,081 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.933, mIoU: 0.655
2023-07-28 08:06:49,190 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.933, mIoU: 0.656
2023-07-28 08:06:49,300 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.933, mIoU: 0.655
2023-07-28 08:06:49,412 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.933, mIoU: 0.656
2023-07-28 08:06:49,531 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.933, mIoU: 0.656
2023-07-28 08:06:49,645 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.933, mIoU: 0.656
2023-07-28 08:06:49,757 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.933, mIoU: 0.656
2023-07-28 08:06:49,868 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.933, mIoU: 0.656
2023-07-28 08:06:49,979 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.933, mIoU: 0.656
2023-07-28 08:06:50,087 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.933, mIoU: 0.656
2023-07-28 08:06:50,193 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.933, mIoU: 0.656
2023-07-28 08:06:50,299 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.933, mIoU: 0.656
2023-07-28 08:06:50,406 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.933, mIoU: 0.656
2023-07-28 08:06:50,512 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.934, mIoU: 0.656
2023-07-28 08:06:50,617 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.934, mIoU: 0.656
2023-07-28 08:06:50,724 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.934, mIoU: 0.656
2023-07-28 08:06:50,832 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.934, mIoU: 0.656
2023-07-28 08:06:50,937 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.934, mIoU: 0.656
2023-07-28 08:06:51,051 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.934, mIoU: 0.657
2023-07-28 08:06:51,169 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.934, mIoU: 0.657
2023-07-28 08:06:51,285 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.934, mIoU: 0.657
2023-07-28 08:06:51,402 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.934, mIoU: 0.657
2023-07-28 08:06:51,516 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.934, mIoU: 0.657
2023-07-28 08:06:51,631 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.934, mIoU: 0.658
2023-07-28 08:06:51,742 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.934, mIoU: 0.658
2023-07-28 08:06:51,856 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.934, mIoU: 0.658
2023-07-28 08:06:51,970 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.934, mIoU: 0.658
2023-07-28 08:06:52,084 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.935, mIoU: 0.658
2023-07-28 08:06:52,206 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.935, mIoU: 0.658
2023-07-28 08:06:52,321 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.935, mIoU: 0.658
2023-07-28 08:06:52,434 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.935, mIoU: 0.658
2023-07-28 08:06:52,546 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.935, mIoU: 0.659
2023-07-28 08:06:52,655 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.935, mIoU: 0.659
2023-07-28 08:06:52,765 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.935, mIoU: 0.659
2023-07-28 08:06:52,880 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.935, mIoU: 0.659
2023-07-28 08:06:52,998 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.935, mIoU: 0.659
2023-07-28 08:06:53,115 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.935, mIoU: 0.659
2023-07-28 08:06:53,234 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.935, mIoU: 0.659
2023-07-28 08:06:53,353 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.935, mIoU: 0.659
2023-07-28 08:06:53,472 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.935, mIoU: 0.659
2023-07-28 08:06:53,587 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.936, mIoU: 0.660
2023-07-28 08:06:53,701 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.936, mIoU: 0.660
2023-07-28 08:06:53,818 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-28 08:06:53,935 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-28 08:06:54,048 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-28 08:06:54,167 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-28 08:06:54,283 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-28 08:06:54,397 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-28 08:06:54,511 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-28 08:06:54,623 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-28 08:06:54,736 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.936, mIoU: 0.660
2023-07-28 08:06:54,853 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.936, mIoU: 0.660
2023-07-28 08:06:54,966 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.936, mIoU: 0.660
2023-07-28 08:06:55,077 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.936, mIoU: 0.660
2023-07-28 08:06:55,190 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.936, mIoU: 0.660
2023-07-28 08:06:55,302 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.937, mIoU: 0.660
2023-07-28 08:06:55,414 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.937, mIoU: 0.660
2023-07-28 08:06:55,524 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.937, mIoU: 0.660
2023-07-28 08:06:55,628 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.937, mIoU: 0.660
2023-07-28 08:06:55,733 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.937, mIoU: 0.660
2023-07-28 08:06:55,838 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.937, mIoU: 0.660
2023-07-28 08:06:55,941 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.937, mIoU: 0.660
2023-07-28 08:06:56,045 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.937, mIoU: 0.660
2023-07-28 08:06:56,149 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.937, mIoU: 0.660
2023-07-28 08:06:56,256 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.937, mIoU: 0.660
2023-07-28 08:06:56,366 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.937, mIoU: 0.660
2023-07-28 08:06:56,478 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.937, mIoU: 0.660
2023-07-28 08:06:56,590 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.937, mIoU: 0.660
2023-07-28 08:06:56,705 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.937, mIoU: 0.661
2023-07-28 08:06:56,817 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.937, mIoU: 0.661
2023-07-28 08:06:56,931 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.937, mIoU: 0.661
2023-07-28 08:06:57,043 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.937, mIoU: 0.661
2023-07-28 08:06:57,155 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.937, mIoU: 0.661
2023-07-28 08:06:57,264 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.937, mIoU: 0.662
2023-07-28 08:06:57,375 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.937, mIoU: 0.662
2023-07-28 08:06:57,485 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.937, mIoU: 0.662
2023-07-28 08:06:57,597 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.937, mIoU: 0.663
2023-07-28 08:06:57,715 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.937, mIoU: 0.663
2023-07-28 08:06:57,826 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.937, mIoU: 0.663
2023-07-28 08:06:57,937 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.937, mIoU: 0.663
2023-07-28 08:06:58,049 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.937, mIoU: 0.663
2023-07-28 08:06:58,163 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.937, mIoU: 0.662
2023-07-28 08:06:58,285 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.937, mIoU: 0.662
2023-07-28 08:06:58,400 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.937, mIoU: 0.662
2023-07-28 08:06:58,508 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.937, mIoU: 0.662
2023-07-28 08:06:58,619 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.937, mIoU: 0.662
2023-07-28 08:06:58,733 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.938, mIoU: 0.662
2023-07-28 08:06:58,845 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.938, mIoU: 0.662
2023-07-28 08:06:58,952 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.938, mIoU: 0.662
2023-07-28 08:06:59,066 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.938, mIoU: 0.662
2023-07-28 08:06:59,178 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.938, mIoU: 0.662
2023-07-28 08:06:59,296 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.938, mIoU: 0.662
2023-07-28 08:06:59,408 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-28 08:06:59,514 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-28 08:06:59,620 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-28 08:06:59,728 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.938, mIoU: 0.662
2023-07-28 08:06:59,839 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-28 08:06:59,952 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-28 08:07:00,068 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-28 08:07:00,188 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-28 08:07:00,308 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-28 08:07:00,421 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-28 08:07:00,533 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-28 08:07:00,645 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-28 08:07:00,752 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.938, mIoU: 0.664
2023-07-28 08:07:00,861 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.938, mIoU: 0.664
2023-07-28 08:07:00,968 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.938, mIoU: 0.664
2023-07-28 08:07:01,078 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.938, mIoU: 0.664
2023-07-28 08:07:01,193 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.938, mIoU: 0.664
2023-07-28 08:07:01,310 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.938, mIoU: 0.664
2023-07-28 08:07:01,420 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.938, mIoU: 0.664
2023-07-28 08:07:01,526 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.938, mIoU: 0.664
2023-07-28 08:07:01,634 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.938, mIoU: 0.664
2023-07-28 08:07:01,739 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.938, mIoU: 0.664
2023-07-28 08:07:35,389 semantic_segmentation INFO: Iters: 20010/150000 || Lr: 0.017582 || Task Loss: 0.2183 || KD Loss: 0.0705|| 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: 18:24:42 || Estimated Time: 4 days, 23:36:18
2023-07-28 08:08:08,563 semantic_segmentation INFO: Iters: 20020/150000 || Lr: 0.017581 || Task Loss: 0.2830 || KD Loss: 0.0865|| 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: 18:25:15 || Estimated Time: 4 days, 23:35:45
2023-07-28 08:08:41,830 semantic_segmentation INFO: Iters: 20030/150000 || Lr: 0.017580 || Task Loss: 0.3697 || KD Loss: 0.1209|| 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: 18:25:48 || Estimated Time: 4 days, 23:35:13
2023-07-28 08:09:14,956 semantic_segmentation INFO: Iters: 20040/150000 || Lr: 0.017578 || Task Loss: 0.5176 || KD Loss: 0.1723|| 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: 18:26:21 || Estimated Time: 4 days, 23:34:40
2023-07-28 08:09:48,191 semantic_segmentation INFO: Iters: 20050/150000 || Lr: 0.017577 || Task Loss: 0.2267 || KD Loss: 0.0656|| 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: 18:26:55 || Estimated Time: 4 days, 23:34:08
2023-07-28 08:10:21,416 semantic_segmentation INFO: Iters: 20060/150000 || Lr: 0.017576 || Task Loss: 0.2427 || KD Loss: 0.0895|| 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: 18:27:28 || Estimated Time: 4 days, 23:33:35
2023-07-28 08:10:54,540 semantic_segmentation INFO: Iters: 20070/150000 || Lr: 0.017575 || Task Loss: 0.2030 || KD Loss: 0.0552|| 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: 18:28:01 || Estimated Time: 4 days, 23:33:02
2023-07-28 08:11:27,716 semantic_segmentation INFO: Iters: 20080/150000 || Lr: 0.017574 || Task Loss: 0.2121 || KD Loss: 0.0716|| 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: 18:28:34 || Estimated Time: 4 days, 23:32:29
2023-07-28 08:12:00,900 semantic_segmentation INFO: Iters: 20090/150000 || Lr: 0.017572 || Task Loss: 0.2007 || KD Loss: 0.0604|| 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: 18:29:07 || Estimated Time: 4 days, 23:31:56
2023-07-28 08:12:34,092 semantic_segmentation INFO: Iters: 20100/150000 || Lr: 0.017571 || Task Loss: 0.4365 || KD Loss: 0.2160|| 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: 18:29:40 || Estimated Time: 4 days, 23:31:24
2023-07-28 08:13:07,340 semantic_segmentation INFO: Iters: 20110/150000 || Lr: 0.017570 || Task Loss: 0.2687 || KD Loss: 0.0913|| 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: 18:30:14 || Estimated Time: 4 days, 23:30:51
2023-07-28 08:13:40,503 semantic_segmentation INFO: Iters: 20120/150000 || Lr: 0.017569 || Task Loss: 0.3402 || KD Loss: 0.1339|| 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: 18:30:47 || Estimated Time: 4 days, 23:30:19
2023-07-28 08:14:13,722 semantic_segmentation INFO: Iters: 20130/150000 || Lr: 0.017567 || Task Loss: 0.2794 || KD Loss: 0.0943|| 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: 18:31:20 || Estimated Time: 4 days, 23:29:46
2023-07-28 08:14:46,956 semantic_segmentation INFO: Iters: 20140/150000 || Lr: 0.017566 || Task Loss: 0.1834 || KD Loss: 0.0632|| 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: 18:31:53 || Estimated Time: 4 days, 23:29:14
2023-07-28 08:15:20,252 semantic_segmentation INFO: Iters: 20150/150000 || Lr: 0.017565 || Task Loss: 0.2487 || KD Loss: 0.0856|| 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: 18:32:27 || Estimated Time: 4 days, 23:28:41
2023-07-28 08:15:53,441 semantic_segmentation INFO: Iters: 20160/150000 || Lr: 0.017564 || Task Loss: 0.3114 || KD Loss: 0.0820|| 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: 18:33:00 || Estimated Time: 4 days, 23:28:09
2023-07-28 08:16:26,715 semantic_segmentation INFO: Iters: 20170/150000 || Lr: 0.017563 || Task Loss: 0.4872 || KD Loss: 0.2074|| 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: 18:33:33 || Estimated Time: 4 days, 23:27:37
2023-07-28 08:17:00,008 semantic_segmentation INFO: Iters: 20180/150000 || Lr: 0.017561 || Task Loss: 0.2845 || KD Loss: 0.1345|| 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: 18:34:06 || Estimated Time: 4 days, 23:27:05
2023-07-28 08:17:33,222 semantic_segmentation INFO: Iters: 20190/150000 || Lr: 0.017560 || Task Loss: 0.3837 || KD Loss: 0.1805|| 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: 18:34:40 || Estimated Time: 4 days, 23:26:32
2023-07-28 08:18:06,549 semantic_segmentation INFO: Iters: 20200/150000 || Lr: 0.017559 || Task Loss: 0.3253 || KD Loss: 0.1140|| 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: 18:35:13 || Estimated Time: 4 days, 23:26:00
2023-07-28 08:18:39,752 semantic_segmentation INFO: Iters: 20210/150000 || Lr: 0.017558 || Task Loss: 0.2928 || KD Loss: 0.0993|| 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: 18:35:46 || Estimated Time: 4 days, 23:25:28
2023-07-28 08:19:13,031 semantic_segmentation INFO: Iters: 20220/150000 || Lr: 0.017556 || Task Loss: 0.2831 || KD Loss: 0.0940|| 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: 18:36:19 || Estimated Time: 4 days, 23:24:56
2023-07-28 08:19:49,567 semantic_segmentation INFO: Iters: 20230/150000 || Lr: 0.017555 || Task Loss: 0.2222 || KD Loss: 0.0622|| 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: 18:36:56 || Estimated Time: 4 days, 23:24:44
2023-07-28 08:20:22,668 semantic_segmentation INFO: Iters: 20240/150000 || Lr: 0.017554 || Task Loss: 0.3218 || KD Loss: 0.1818|| 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: 18:37:29 || Estimated Time: 4 days, 23:24:11
2023-07-28 08:20:55,925 semantic_segmentation INFO: Iters: 20250/150000 || Lr: 0.017553 || Task Loss: 0.2716 || KD Loss: 0.0991|| 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: 18:38:02 || Estimated Time: 4 days, 23:23:39
2023-07-28 08:21:29,124 semantic_segmentation INFO: Iters: 20260/150000 || Lr: 0.017552 || Task Loss: 0.3708 || KD Loss: 0.1270|| 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: 18:38:35 || Estimated Time: 4 days, 23:23:06
2023-07-28 08:22:02,405 semantic_segmentation INFO: Iters: 20270/150000 || Lr: 0.017550 || Task Loss: 0.2737 || KD Loss: 0.0915|| 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: 18:39:09 || Estimated Time: 4 days, 23:22:34
2023-07-28 08:22:35,689 semantic_segmentation INFO: Iters: 20280/150000 || Lr: 0.017549 || Task Loss: 0.2734 || KD Loss: 0.0905|| 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: 18:39:42 || Estimated Time: 4 days, 23:22:02
2023-07-28 08:23:08,993 semantic_segmentation INFO: Iters: 20290/150000 || Lr: 0.017548 || Task Loss: 0.3288 || KD Loss: 0.1397|| 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: 18:40:15 || Estimated Time: 4 days, 23:21:30
2023-07-28 08:23:42,231 semantic_segmentation INFO: Iters: 20300/150000 || Lr: 0.017547 || Task Loss: 0.2565 || KD Loss: 0.0778|| 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: 18:40:49 || Estimated Time: 4 days, 23:20:57
2023-07-28 08:24:15,515 semantic_segmentation INFO: Iters: 20310/150000 || Lr: 0.017546 || Task Loss: 0.3128 || KD Loss: 0.1388|| 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: 18:41:22 || Estimated Time: 4 days, 23:20:25
2023-07-28 08:24:48,802 semantic_segmentation INFO: Iters: 20320/150000 || Lr: 0.017544 || Task Loss: 0.2714 || KD Loss: 0.0864|| 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: 18:41:55 || Estimated Time: 4 days, 23:19:53
2023-07-28 08:25:22,136 semantic_segmentation INFO: Iters: 20330/150000 || Lr: 0.017543 || Task Loss: 0.2297 || KD Loss: 0.0942|| 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: 18:42:28 || Estimated Time: 4 days, 23:19:21
2023-07-28 08:25:55,351 semantic_segmentation INFO: Iters: 20340/150000 || Lr: 0.017542 || Task Loss: 0.3361 || KD Loss: 0.1145|| 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: 18:43:02 || Estimated Time: 4 days, 23:18:49
2023-07-28 08:26:28,939 semantic_segmentation INFO: Iters: 20350/150000 || Lr: 0.017541 || Task Loss: 0.2999 || KD Loss: 0.0888|| 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: 18:43:35 || Estimated Time: 4 days, 23:18:19
2023-07-28 08:27:02,280 semantic_segmentation INFO: Iters: 20360/150000 || Lr: 0.017539 || Task Loss: 0.3538 || KD Loss: 0.1093|| 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: 18:44:09 || Estimated Time: 4 days, 23:17:47
2023-07-28 08:27:35,519 semantic_segmentation INFO: Iters: 20370/150000 || Lr: 0.017538 || Task Loss: 0.2530 || KD Loss: 0.0830|| 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: 18:44:42 || Estimated Time: 4 days, 23:17:14
2023-07-28 08:28:08,864 semantic_segmentation INFO: Iters: 20380/150000 || Lr: 0.017537 || Task Loss: 0.3080 || KD Loss: 0.1071|| 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: 18:45:15 || Estimated Time: 4 days, 23:16:43
2023-07-28 08:28:42,217 semantic_segmentation INFO: Iters: 20390/150000 || Lr: 0.017536 || Task Loss: 0.3113 || KD Loss: 0.0945|| 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: 18:45:49 || Estimated Time: 4 days, 23:16:11
2023-07-28 08:29:15,441 semantic_segmentation INFO: Iters: 20400/150000 || Lr: 0.017535 || Task Loss: 0.3877 || KD Loss: 0.0958|| 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: 18:46:22 || Estimated Time: 4 days, 23:15:38
2023-07-28 08:29:48,780 semantic_segmentation INFO: Iters: 20410/150000 || Lr: 0.017533 || Task Loss: 0.2750 || KD Loss: 0.0888|| 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: 18:46:55 || Estimated Time: 4 days, 23:15:06
2023-07-28 08:30:22,164 semantic_segmentation INFO: Iters: 20420/150000 || Lr: 0.017532 || Task Loss: 0.2947 || KD Loss: 0.1086|| 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: 18:47:29 || Estimated Time: 4 days, 23:14:35
2023-07-28 08:30:55,533 semantic_segmentation INFO: Iters: 20430/150000 || Lr: 0.017531 || Task Loss: 0.2245 || KD Loss: 0.0684|| 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: 18:48:02 || Estimated Time: 4 days, 23:14:04
2023-07-28 08:31:28,911 semantic_segmentation INFO: Iters: 20440/150000 || Lr: 0.017530 || Task Loss: 0.2009 || KD Loss: 0.0554|| 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: 18:48:35 || Estimated Time: 4 days, 23:13:32
2023-07-28 08:32:02,284 semantic_segmentation INFO: Iters: 20450/150000 || Lr: 0.017528 || Task Loss: 0.2350 || KD Loss: 0.0797|| 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: 18:49:09 || Estimated Time: 4 days, 23:13:00
2023-07-28 08:32:35,505 semantic_segmentation INFO: Iters: 20460/150000 || Lr: 0.017527 || Task Loss: 0.2235 || KD Loss: 0.0705|| 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: 18:49:42 || Estimated Time: 4 days, 23:12:28
2023-07-28 08:33:09,198 semantic_segmentation INFO: Iters: 20470/150000 || Lr: 0.017526 || Task Loss: 0.1888 || KD Loss: 0.0575|| 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: 18:50:16 || Estimated Time: 4 days, 23:11:58
2023-07-28 08:33:42,510 semantic_segmentation INFO: Iters: 20480/150000 || Lr: 0.017525 || Task Loss: 0.2467 || KD Loss: 0.0929|| 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: 18:50:49 || Estimated Time: 4 days, 23:11:26
2023-07-28 08:34:15,881 semantic_segmentation INFO: Iters: 20490/150000 || Lr: 0.017524 || Task Loss: 0.2358 || KD Loss: 0.1014|| 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: 18:51:22 || Estimated Time: 4 days, 23:10:55
2023-07-28 08:34:49,289 semantic_segmentation INFO: Iters: 20500/150000 || Lr: 0.017522 || Task Loss: 0.1937 || KD Loss: 0.0525|| 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: 18:51:56 || Estimated Time: 4 days, 23:10:23
2023-07-28 08:35:22,629 semantic_segmentation INFO: Iters: 20510/150000 || Lr: 0.017521 || Task Loss: 0.3077 || KD Loss: 0.0857|| 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: 18:52:29 || Estimated Time: 4 days, 23:09:51
2023-07-28 08:35:56,007 semantic_segmentation INFO: Iters: 20520/150000 || Lr: 0.017520 || Task Loss: 0.2290 || KD Loss: 0.0728|| 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: 18:53:02 || Estimated Time: 4 days, 23:09:20
2023-07-28 08:36:29,401 semantic_segmentation INFO: Iters: 20530/150000 || Lr: 0.017519 || Task Loss: 0.2988 || KD Loss: 0.0820|| 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: 18:53:36 || Estimated Time: 4 days, 23:08:49
2023-07-28 08:37:02,762 semantic_segmentation INFO: Iters: 20540/150000 || Lr: 0.017518 || Task Loss: 0.2935 || KD Loss: 0.0767|| 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: 18:54:09 || Estimated Time: 4 days, 23:08:17
2023-07-28 08:37:36,157 semantic_segmentation INFO: Iters: 20550/150000 || Lr: 0.017516 || Task Loss: 0.2534 || KD Loss: 0.0732|| 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: 18:54:43 || Estimated Time: 4 days, 23:07:45
2023-07-28 08:38:09,611 semantic_segmentation INFO: Iters: 20560/150000 || Lr: 0.017515 || Task Loss: 0.3194 || KD Loss: 0.1141|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1392|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:55:16 || Estimated Time: 4 days, 23:07:14
2023-07-28 08:38:43,112 semantic_segmentation INFO: Iters: 20570/150000 || Lr: 0.017514 || Task Loss: 0.3062 || KD Loss: 0.0950|| 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: 18:55:49 || Estimated Time: 4 days, 23:06:44
2023-07-28 08:39:16,582 semantic_segmentation INFO: Iters: 20580/150000 || Lr: 0.017513 || Task Loss: 0.2439 || KD Loss: 0.0594|| 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: 18:56:23 || Estimated Time: 4 days, 23:06:13
2023-07-28 08:39:49,935 semantic_segmentation INFO: Iters: 20590/150000 || Lr: 0.017511 || Task Loss: 0.2471 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1315|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:56:56 || Estimated Time: 4 days, 23:05:41
2023-07-28 08:40:23,255 semantic_segmentation INFO: Iters: 20600/150000 || Lr: 0.017510 || Task Loss: 0.1716 || KD Loss: 0.0523|| 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: 18:57:30 || Estimated Time: 4 days, 23:05:09
2023-07-28 08:40:56,667 semantic_segmentation INFO: Iters: 20610/150000 || Lr: 0.017509 || Task Loss: 0.2661 || KD Loss: 0.0924|| 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: 18:58:03 || Estimated Time: 4 days, 23:04:38
2023-07-28 08:41:30,080 semantic_segmentation INFO: Iters: 20620/150000 || Lr: 0.017508 || Task Loss: 0.3166 || KD Loss: 0.1020|| 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: 18:58:36 || Estimated Time: 4 days, 23:04:06
2023-07-28 08:42:03,520 semantic_segmentation INFO: Iters: 20630/150000 || Lr: 0.017507 || Task Loss: 0.2864 || KD Loss: 0.0852|| 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: 18:59:10 || Estimated Time: 4 days, 23:03:35
2023-07-28 08:42:36,809 semantic_segmentation INFO: Iters: 20640/150000 || Lr: 0.017505 || Task Loss: 0.1920 || KD Loss: 0.0741|| 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: 18:59:43 || Estimated Time: 4 days, 23:03:03
2023-07-28 08:43:10,155 semantic_segmentation INFO: Iters: 20650/150000 || Lr: 0.017504 || Task Loss: 0.3110 || KD Loss: 0.0941|| 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: 19:00:17 || Estimated Time: 4 days, 23:02:31
2023-07-28 08:43:43,549 semantic_segmentation INFO: Iters: 20660/150000 || Lr: 0.017503 || Task Loss: 0.2893 || KD Loss: 0.0988|| 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: 19:00:50 || Estimated Time: 4 days, 23:02:00
2023-07-28 08:44:19,766 semantic_segmentation INFO: Iters: 20670/150000 || Lr: 0.017502 || Task Loss: 0.2685 || KD Loss: 0.0869|| 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: 19:01:26 || Estimated Time: 4 days, 23:01:44
2023-07-28 08:44:53,619 semantic_segmentation INFO: Iters: 20680/150000 || Lr: 0.017500 || Task Loss: 0.2613 || KD Loss: 0.0768|| 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: 19:02:00 || Estimated Time: 4 days, 23:01:17
2023-07-28 08:45:27,086 semantic_segmentation INFO: Iters: 20690/150000 || Lr: 0.017499 || Task Loss: 0.2737 || KD Loss: 0.0952|| 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: 19:02:33 || Estimated Time: 4 days, 23:00:46
2023-07-28 08:46:00,440 semantic_segmentation INFO: Iters: 20700/150000 || Lr: 0.017498 || Task Loss: 0.2577 || KD Loss: 0.0801|| 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: 19:03:07 || Estimated Time: 4 days, 23:00:14
2023-07-28 08:46:34,118 semantic_segmentation INFO: Iters: 20710/150000 || Lr: 0.017497 || Task Loss: 0.2941 || KD Loss: 0.0836|| 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: 19:03:40 || Estimated Time: 4 days, 22:59:44
2023-07-28 08:47:07,488 semantic_segmentation INFO: Iters: 20720/150000 || Lr: 0.017496 || Task Loss: 0.3231 || KD Loss: 0.0959|| 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: 19:04:14 || Estimated Time: 4 days, 22:59:13
2023-07-28 08:47:40,801 semantic_segmentation INFO: Iters: 20730/150000 || Lr: 0.017494 || Task Loss: 0.2239 || KD Loss: 0.0924|| 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: 19:04:47 || Estimated Time: 4 days, 22:58:41
2023-07-28 08:48:14,264 semantic_segmentation INFO: Iters: 20740/150000 || Lr: 0.017493 || Task Loss: 0.1985 || KD Loss: 0.0908|| 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: 19:05:21 || Estimated Time: 4 days, 22:58:10
2023-07-28 08:48:47,693 semantic_segmentation INFO: Iters: 20750/150000 || Lr: 0.017492 || Task Loss: 0.2552 || KD Loss: 0.0991|| 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: 19:05:54 || Estimated Time: 4 days, 22:57:39
2023-07-28 08:49:21,114 semantic_segmentation INFO: Iters: 20760/150000 || Lr: 0.017491 || Task Loss: 0.2186 || KD Loss: 0.1123|| 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: 19:06:27 || Estimated Time: 4 days, 22:57:07
2023-07-28 08:49:54,590 semantic_segmentation INFO: Iters: 20770/150000 || Lr: 0.017490 || Task Loss: 0.2368 || KD Loss: 0.0878|| 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: 19:07:01 || Estimated Time: 4 days, 22:56:36
2023-07-28 08:50:28,010 semantic_segmentation INFO: Iters: 20780/150000 || Lr: 0.017488 || Task Loss: 0.2569 || 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: 19:07:34 || Estimated Time: 4 days, 22:56:05
2023-07-28 08:51:01,412 semantic_segmentation INFO: Iters: 20790/150000 || Lr: 0.017487 || Task Loss: 0.2572 || KD Loss: 0.0890|| 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: 19:08:08 || Estimated Time: 4 days, 22:55:33
2023-07-28 08:51:34,760 semantic_segmentation INFO: Iters: 20800/150000 || Lr: 0.017486 || Task Loss: 0.2550 || KD Loss: 0.0746|| 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: 19:08:41 || Estimated Time: 4 days, 22:55:01
2023-07-28 08:51:34,825 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 08:51:35,650 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.957, mIoU: 0.397
2023-07-28 08:51:35,820 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.967, mIoU: 0.483
2023-07-28 08:51:35,928 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.966, mIoU: 0.492
2023-07-28 08:51:36,035 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.518
2023-07-28 08:51:36,145 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.508
2023-07-28 08:51:36,259 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.511
2023-07-28 08:51:36,373 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.534
2023-07-28 08:51:36,483 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.577
2023-07-28 08:51:36,595 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.603
2023-07-28 08:51:36,703 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.641
2023-07-28 08:51:36,809 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.958, mIoU: 0.644
2023-07-28 08:51:36,918 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.954, mIoU: 0.663
2023-07-28 08:51:37,027 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.954, mIoU: 0.668
2023-07-28 08:51:37,139 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.950, mIoU: 0.658
2023-07-28 08:51:37,256 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.947, mIoU: 0.645
2023-07-28 08:51:37,366 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.640
2023-07-28 08:51:37,472 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.945, mIoU: 0.643
2023-07-28 08:51:37,592 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.945, mIoU: 0.646
2023-07-28 08:51:37,710 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.945, mIoU: 0.654
2023-07-28 08:51:37,821 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.942, mIoU: 0.658
2023-07-28 08:51:37,935 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.940, mIoU: 0.657
2023-07-28 08:51:38,042 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-28 08:51:38,153 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.936, mIoU: 0.661
2023-07-28 08:51:38,260 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.936, mIoU: 0.668
2023-07-28 08:51:38,374 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.935, mIoU: 0.679
2023-07-28 08:51:38,491 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.935, mIoU: 0.679
2023-07-28 08:51:38,604 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.934, mIoU: 0.667
2023-07-28 08:51:38,712 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.934, mIoU: 0.664
2023-07-28 08:51:38,818 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.934, mIoU: 0.669
2023-07-28 08:51:38,928 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.934, mIoU: 0.676
2023-07-28 08:51:39,032 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.934, mIoU: 0.675
2023-07-28 08:51:39,138 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.934, mIoU: 0.674
2023-07-28 08:51:39,245 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.935, mIoU: 0.677
2023-07-28 08:51:39,354 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.935, mIoU: 0.675
2023-07-28 08:51:39,458 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.677
2023-07-28 08:51:39,563 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.935, mIoU: 0.676
2023-07-28 08:51:39,668 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.935, mIoU: 0.672
2023-07-28 08:51:39,774 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.935, mIoU: 0.672
2023-07-28 08:51:39,880 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.934, mIoU: 0.665
2023-07-28 08:51:39,985 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.935, mIoU: 0.666
2023-07-28 08:51:40,089 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.935, mIoU: 0.665
2023-07-28 08:51:40,196 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.935, mIoU: 0.665
2023-07-28 08:51:40,301 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.936, mIoU: 0.666
2023-07-28 08:51:40,411 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-28 08:51:40,523 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.936, mIoU: 0.665
2023-07-28 08:51:40,641 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.937, mIoU: 0.666
2023-07-28 08:51:40,757 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.938, mIoU: 0.667
2023-07-28 08:51:40,875 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.938, mIoU: 0.665
2023-07-28 08:51:40,990 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.938, mIoU: 0.664
2023-07-28 08:51:41,100 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-28 08:51:41,217 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.938, mIoU: 0.667
2023-07-28 08:51:41,324 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.938, mIoU: 0.676
2023-07-28 08:51:41,435 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-28 08:51:41,550 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.681
2023-07-28 08:51:41,662 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.936, mIoU: 0.680
2023-07-28 08:51:41,771 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.684
2023-07-28 08:51:41,884 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.936, mIoU: 0.685
2023-07-28 08:51:41,999 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.937, mIoU: 0.691
2023-07-28 08:51:42,110 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.936, mIoU: 0.689
2023-07-28 08:51:42,222 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.936, mIoU: 0.687
2023-07-28 08:51:42,331 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.936, mIoU: 0.690
2023-07-28 08:51:42,440 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.936, mIoU: 0.692
2023-07-28 08:51:42,543 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.936, mIoU: 0.691
2023-07-28 08:51:42,652 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.936, mIoU: 0.693
2023-07-28 08:51:42,755 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.936, mIoU: 0.695
2023-07-28 08:51:42,861 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.935, mIoU: 0.695
2023-07-28 08:51:42,967 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.934, mIoU: 0.694
2023-07-28 08:51:43,077 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.695
2023-07-28 08:51:43,190 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.934, mIoU: 0.694
2023-07-28 08:51:43,301 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.935, mIoU: 0.694
2023-07-28 08:51:43,412 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.935, mIoU: 0.695
2023-07-28 08:51:43,522 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.936, mIoU: 0.695
2023-07-28 08:51:43,632 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.936, mIoU: 0.694
2023-07-28 08:51:43,743 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.936, mIoU: 0.693
2023-07-28 08:51:43,854 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.936, mIoU: 0.695
2023-07-28 08:51:43,961 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.936, mIoU: 0.694
2023-07-28 08:51:44,065 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.936, mIoU: 0.694
2023-07-28 08:51:44,168 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.936, mIoU: 0.694
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2023-07-28 08:51:44,898 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.932, mIoU: 0.691
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2023-07-28 08:52:28,570 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.941, mIoU: 0.686
2023-07-28 08:52:28,693 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.941, mIoU: 0.686
2023-07-28 08:52:28,810 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.941, mIoU: 0.686
2023-07-28 08:52:28,930 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.942, mIoU: 0.686
2023-07-28 08:52:29,050 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.942, mIoU: 0.686
2023-07-28 08:52:29,164 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.942, mIoU: 0.686
2023-07-28 08:52:29,281 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.942, mIoU: 0.686
2023-07-28 08:52:29,397 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.942, mIoU: 0.686
2023-07-28 08:52:29,513 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.942, mIoU: 0.686
2023-07-28 08:52:29,628 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.942, mIoU: 0.686
2023-07-28 08:52:29,744 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.942, mIoU: 0.686
2023-07-28 08:52:29,857 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.942, mIoU: 0.686
2023-07-28 08:52:29,972 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.942, mIoU: 0.686
2023-07-28 08:52:30,088 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.942, mIoU: 0.686
2023-07-28 08:52:30,201 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.942, mIoU: 0.687
2023-07-28 08:52:30,316 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.942, mIoU: 0.687
2023-07-28 08:52:30,429 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.942, mIoU: 0.687
2023-07-28 08:52:30,541 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.942, mIoU: 0.687
2023-07-28 08:52:30,652 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.942, mIoU: 0.687
2023-07-28 08:52:30,763 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.942, mIoU: 0.687
2023-07-28 08:52:30,874 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.942, mIoU: 0.687
2023-07-28 08:52:30,984 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.942, mIoU: 0.688
2023-07-28 08:52:31,095 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.942, mIoU: 0.688
2023-07-28 08:52:31,207 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.942, mIoU: 0.688
2023-07-28 08:52:31,322 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.942, mIoU: 0.688
2023-07-28 08:52:31,432 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.942, mIoU: 0.688
2023-07-28 08:52:31,542 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.942, mIoU: 0.688
2023-07-28 08:52:31,653 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.942, mIoU: 0.688
2023-07-28 08:53:05,531 semantic_segmentation INFO: Iters: 20810/150000 || Lr: 0.017485 || Task Loss: 0.3151 || KD Loss: 0.1357|| 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: 19:10:12 || Estimated Time: 4 days, 23:00:26
2023-07-28 08:53:38,916 semantic_segmentation INFO: Iters: 20820/150000 || Lr: 0.017483 || Task Loss: 0.2865 || KD Loss: 0.0928|| 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: 19:10:45 || Estimated Time: 4 days, 22:59:54
2023-07-28 08:54:12,304 semantic_segmentation INFO: Iters: 20830/150000 || Lr: 0.017482 || Task Loss: 0.2970 || KD Loss: 0.2078|| 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: 19:11:19 || Estimated Time: 4 days, 22:59:23
2023-07-28 08:54:45,685 semantic_segmentation INFO: Iters: 20840/150000 || Lr: 0.017481 || Task Loss: 0.2276 || KD Loss: 0.0539|| 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: 19:11:52 || Estimated Time: 4 days, 22:58:51
2023-07-28 08:55:19,044 semantic_segmentation INFO: Iters: 20850/150000 || Lr: 0.017480 || Task Loss: 0.3580 || KD Loss: 0.1154|| 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: 19:12:25 || Estimated Time: 4 days, 22:58:19
2023-07-28 08:55:52,398 semantic_segmentation INFO: Iters: 20860/150000 || Lr: 0.017479 || Task Loss: 0.2272 || KD Loss: 0.0699|| 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: 19:12:59 || Estimated Time: 4 days, 22:57:47
2023-07-28 08:56:25,705 semantic_segmentation INFO: Iters: 20870/150000 || Lr: 0.017477 || Task Loss: 0.1887 || KD Loss: 0.0860|| 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: 19:13:32 || Estimated Time: 4 days, 22:57:15
2023-07-28 08:56:59,033 semantic_segmentation INFO: Iters: 20880/150000 || Lr: 0.017476 || Task Loss: 0.4346 || KD Loss: 0.2004|| 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: 19:14:05 || Estimated Time: 4 days, 22:56:42
2023-07-28 08:57:32,559 semantic_segmentation INFO: Iters: 20890/150000 || Lr: 0.017475 || Task Loss: 0.2257 || KD Loss: 0.0645|| 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: 19:14:39 || Estimated Time: 4 days, 22:56:11
2023-07-28 08:58:05,952 semantic_segmentation INFO: Iters: 20900/150000 || Lr: 0.017474 || Task Loss: 0.2412 || KD Loss: 0.0658|| 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: 19:15:12 || Estimated Time: 4 days, 22:55:40
2023-07-28 08:58:39,376 semantic_segmentation INFO: Iters: 20910/150000 || Lr: 0.017472 || Task Loss: 0.3000 || KD Loss: 0.0819|| 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: 19:15:46 || Estimated Time: 4 days, 22:55:08
2023-07-28 08:59:12,818 semantic_segmentation INFO: Iters: 20920/150000 || Lr: 0.017471 || Task Loss: 0.3281 || KD Loss: 0.1498|| 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: 19:16:19 || Estimated Time: 4 days, 22:54:37
2023-07-28 08:59:46,198 semantic_segmentation INFO: Iters: 20930/150000 || Lr: 0.017470 || Task Loss: 0.2897 || KD Loss: 0.1058|| 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: 19:16:53 || Estimated Time: 4 days, 22:54:05
2023-07-28 09:00:19,695 semantic_segmentation INFO: Iters: 20940/150000 || Lr: 0.017469 || Task Loss: 0.4154 || KD Loss: 0.1971|| 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: 19:17:26 || Estimated Time: 4 days, 22:53:34
2023-07-28 09:00:53,047 semantic_segmentation INFO: Iters: 20950/150000 || Lr: 0.017468 || Task Loss: 0.2782 || KD Loss: 0.0765|| 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: 19:17:59 || Estimated Time: 4 days, 22:53:02
2023-07-28 09:01:26,277 semantic_segmentation INFO: Iters: 20960/150000 || Lr: 0.017466 || Task Loss: 0.2345 || KD Loss: 0.0839|| 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: 19:18:33 || Estimated Time: 4 days, 22:52:29
2023-07-28 09:01:59,593 semantic_segmentation INFO: Iters: 20970/150000 || Lr: 0.017465 || Task Loss: 0.3070 || KD Loss: 0.0867|| 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: 19:19:06 || Estimated Time: 4 days, 22:51:57
2023-07-28 09:02:32,814 semantic_segmentation INFO: Iters: 20980/150000 || Lr: 0.017464 || Task Loss: 0.2178 || KD Loss: 0.0604|| 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: 19:19:39 || Estimated Time: 4 days, 22:51:24
2023-07-28 09:03:05,981 semantic_segmentation INFO: Iters: 20990/150000 || Lr: 0.017463 || Task Loss: 0.1999 || KD Loss: 0.0580|| 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: 19:20:12 || Estimated Time: 4 days, 22:50:51
2023-07-28 09:03:39,151 semantic_segmentation INFO: Iters: 21000/150000 || Lr: 0.017462 || Task Loss: 0.2247 || KD Loss: 0.0780|| 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: 19:20:46 || Estimated Time: 4 days, 22:50:18
2023-07-28 09:04:12,332 semantic_segmentation INFO: Iters: 21010/150000 || Lr: 0.017460 || Task Loss: 0.3878 || KD Loss: 0.2010|| 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: 19:21:19 || Estimated Time: 4 days, 22:49:45
2023-07-28 09:04:45,442 semantic_segmentation INFO: Iters: 21020/150000 || Lr: 0.017459 || Task Loss: 0.3877 || KD Loss: 0.1724|| 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: 19:21:52 || Estimated Time: 4 days, 22:49:11
2023-07-28 09:05:18,536 semantic_segmentation INFO: Iters: 21030/150000 || Lr: 0.017458 || Task Loss: 0.2985 || KD Loss: 0.0858|| 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: 19:22:25 || Estimated Time: 4 days, 22:48:38
2023-07-28 09:05:51,723 semantic_segmentation INFO: Iters: 21040/150000 || Lr: 0.017457 || Task Loss: 0.2475 || KD Loss: 0.1026|| 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: 19:22:58 || Estimated Time: 4 days, 22:48:05
2023-07-28 09:06:24,958 semantic_segmentation INFO: Iters: 21050/150000 || Lr: 0.017455 || Task Loss: 0.2734 || KD Loss: 0.0897|| 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: 19:23:31 || Estimated Time: 4 days, 22:47:32
2023-07-28 09:06:58,042 semantic_segmentation INFO: Iters: 21060/150000 || Lr: 0.017454 || Task Loss: 0.2258 || KD Loss: 0.0772|| 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: 19:24:04 || Estimated Time: 4 days, 22:46:58
2023-07-28 09:07:31,229 semantic_segmentation INFO: Iters: 21070/150000 || Lr: 0.017453 || Task Loss: 0.3120 || KD Loss: 0.0954|| 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: 19:24:38 || Estimated Time: 4 days, 22:46:25
2023-07-28 09:08:04,411 semantic_segmentation INFO: Iters: 21080/150000 || Lr: 0.017452 || Task Loss: 0.3115 || KD Loss: 0.1021|| 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: 19:25:11 || Estimated Time: 4 days, 22:45:52
2023-07-28 09:08:37,547 semantic_segmentation INFO: Iters: 21090/150000 || Lr: 0.017451 || Task Loss: 0.2013 || KD Loss: 0.0715|| 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: 19:25:44 || Estimated Time: 4 days, 22:45:19
2023-07-28 09:09:13,932 semantic_segmentation INFO: Iters: 21100/150000 || Lr: 0.017449 || Task Loss: 0.2780 || KD Loss: 0.0893|| 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: 19:26:20 || Estimated Time: 4 days, 22:45:06
2023-07-28 09:09:47,039 semantic_segmentation INFO: Iters: 21110/150000 || Lr: 0.017448 || Task Loss: 0.2433 || KD Loss: 0.0981|| 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: 19:26:53 || Estimated Time: 4 days, 22:44:32
2023-07-28 09:10:20,199 semantic_segmentation INFO: Iters: 21120/150000 || Lr: 0.017447 || Task Loss: 0.2655 || KD Loss: 0.0907|| 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: 19:27:27 || Estimated Time: 4 days, 22:43:59
2023-07-28 09:10:53,379 semantic_segmentation INFO: Iters: 21130/150000 || Lr: 0.017446 || Task Loss: 0.2111 || KD Loss: 0.0888|| 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: 19:28:00 || Estimated Time: 4 days, 22:43:25
2023-07-28 09:11:26,635 semantic_segmentation INFO: Iters: 21140/150000 || Lr: 0.017444 || Task Loss: 0.2398 || KD Loss: 0.0936|| 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: 19:28:33 || Estimated Time: 4 days, 22:42:53
2023-07-28 09:11:59,719 semantic_segmentation INFO: Iters: 21150/150000 || Lr: 0.017443 || Task Loss: 0.2999 || KD Loss: 0.1218|| 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: 19:29:06 || Estimated Time: 4 days, 22:42:19
2023-07-28 09:12:32,849 semantic_segmentation INFO: Iters: 21160/150000 || Lr: 0.017442 || Task Loss: 0.3839 || KD Loss: 0.1152|| 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: 19:29:39 || Estimated Time: 4 days, 22:41:46
2023-07-28 09:13:06,070 semantic_segmentation INFO: Iters: 21170/150000 || Lr: 0.017441 || Task Loss: 0.3061 || KD Loss: 0.1048|| 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: 19:30:12 || Estimated Time: 4 days, 22:41:13
2023-07-28 09:13:39,150 semantic_segmentation INFO: Iters: 21180/150000 || Lr: 0.017440 || Task Loss: 0.2762 || KD Loss: 0.0681|| 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: 19:30:46 || Estimated Time: 4 days, 22:40:39
2023-07-28 09:14:12,316 semantic_segmentation INFO: Iters: 21190/150000 || Lr: 0.017438 || Task Loss: 0.2675 || KD Loss: 0.0822|| 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: 19:31:19 || Estimated Time: 4 days, 22:40:06
2023-07-28 09:14:45,414 semantic_segmentation INFO: Iters: 21200/150000 || Lr: 0.017437 || Task Loss: 0.2060 || KD Loss: 0.0584|| 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: 19:31:52 || Estimated Time: 4 days, 22:39:33
2023-07-28 09:15:18,411 semantic_segmentation INFO: Iters: 21210/150000 || Lr: 0.017436 || Task Loss: 0.3433 || KD Loss: 0.1207|| 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: 19:32:25 || Estimated Time: 4 days, 22:38:58
2023-07-28 09:15:51,563 semantic_segmentation INFO: Iters: 21220/150000 || Lr: 0.017435 || Task Loss: 0.3527 || KD Loss: 0.1342|| 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: 19:32:58 || Estimated Time: 4 days, 22:38:25
2023-07-28 09:16:24,551 semantic_segmentation INFO: Iters: 21230/150000 || Lr: 0.017433 || Task Loss: 0.2959 || KD Loss: 0.0983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1319|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:33:31 || Estimated Time: 4 days, 22:37:51
2023-07-28 09:16:57,656 semantic_segmentation INFO: Iters: 21240/150000 || Lr: 0.017432 || Task Loss: 0.2892 || KD Loss: 0.1086|| 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: 19:34:04 || Estimated Time: 4 days, 22:37:17
2023-07-28 09:17:30,718 semantic_segmentation INFO: Iters: 21250/150000 || Lr: 0.017431 || Task Loss: 0.2955 || KD Loss: 0.0828|| 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: 19:34:37 || Estimated Time: 4 days, 22:36:44
2023-07-28 09:18:03,885 semantic_segmentation INFO: Iters: 21260/150000 || Lr: 0.017430 || Task Loss: 0.2835 || KD Loss: 0.0965|| 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: 19:35:10 || Estimated Time: 4 days, 22:36:11
2023-07-28 09:18:36,936 semantic_segmentation INFO: Iters: 21270/150000 || Lr: 0.017429 || Task Loss: 0.2764 || KD Loss: 0.0879|| 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: 19:35:43 || Estimated Time: 4 days, 22:35:37
2023-07-28 09:19:09,967 semantic_segmentation INFO: Iters: 21280/150000 || Lr: 0.017427 || Task Loss: 0.2899 || KD Loss: 0.0995|| 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: 19:36:16 || Estimated Time: 4 days, 22:35:03
2023-07-28 09:19:43,033 semantic_segmentation INFO: Iters: 21290/150000 || Lr: 0.017426 || Task Loss: 0.1865 || KD Loss: 0.0924|| 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: 19:36:49 || Estimated Time: 4 days, 22:34:29
2023-07-28 09:20:16,163 semantic_segmentation INFO: Iters: 21300/150000 || Lr: 0.017425 || Task Loss: 0.2679 || KD Loss: 0.0842|| 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: 19:37:23 || Estimated Time: 4 days, 22:33:55
2023-07-28 09:20:49,200 semantic_segmentation INFO: Iters: 21310/150000 || Lr: 0.017424 || Task Loss: 0.2502 || KD Loss: 0.1056|| 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: 19:37:56 || Estimated Time: 4 days, 22:33:22
2023-07-28 09:21:22,161 semantic_segmentation INFO: Iters: 21320/150000 || Lr: 0.017423 || Task Loss: 0.1944 || KD Loss: 0.0513|| 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: 19:38:29 || Estimated Time: 4 days, 22:32:47
2023-07-28 09:21:55,254 semantic_segmentation INFO: Iters: 21330/150000 || Lr: 0.017421 || Task Loss: 0.1713 || KD Loss: 0.0634|| 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: 19:39:02 || Estimated Time: 4 days, 22:32:14
2023-07-28 09:22:28,163 semantic_segmentation INFO: Iters: 21340/150000 || Lr: 0.017420 || Task Loss: 0.4166 || KD Loss: 0.1815|| 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: 19:39:35 || Estimated Time: 4 days, 22:31:39
2023-07-28 09:23:01,228 semantic_segmentation INFO: Iters: 21350/150000 || Lr: 0.017419 || Task Loss: 0.2523 || KD Loss: 0.0769|| 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: 19:40:08 || Estimated Time: 4 days, 22:31:05
2023-07-28 09:23:34,210 semantic_segmentation INFO: Iters: 21360/150000 || Lr: 0.017418 || Task Loss: 0.2065 || KD Loss: 0.0774|| 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: 19:40:41 || Estimated Time: 4 days, 22:30:31
2023-07-28 09:24:07,172 semantic_segmentation INFO: Iters: 21370/150000 || Lr: 0.017416 || Task Loss: 0.2683 || KD Loss: 0.0978|| 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: 19:41:14 || Estimated Time: 4 days, 22:29:57
2023-07-28 09:24:40,189 semantic_segmentation INFO: Iters: 21380/150000 || Lr: 0.017415 || Task Loss: 0.2701 || KD Loss: 0.0728|| 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: 19:41:47 || Estimated Time: 4 days, 22:29:22
2023-07-28 09:25:13,139 semantic_segmentation INFO: Iters: 21390/150000 || Lr: 0.017414 || Task Loss: 0.5622 || KD Loss: 0.2072|| 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: 19:42:19 || Estimated Time: 4 days, 22:28:48
2023-07-28 09:25:46,128 semantic_segmentation INFO: Iters: 21400/150000 || Lr: 0.017413 || Task Loss: 0.2513 || KD Loss: 0.0779|| 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: 19:42:52 || Estimated Time: 4 days, 22:28:14
2023-07-28 09:26:19,066 semantic_segmentation INFO: Iters: 21410/150000 || Lr: 0.017412 || Task Loss: 0.3161 || KD Loss: 0.1325|| 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: 19:43:25 || Estimated Time: 4 days, 22:27:39
2023-07-28 09:26:52,051 semantic_segmentation INFO: Iters: 21420/150000 || Lr: 0.017410 || Task Loss: 0.2589 || KD Loss: 0.0891|| 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: 19:43:58 || Estimated Time: 4 days, 22:27:05
2023-07-28 09:27:25,075 semantic_segmentation INFO: Iters: 21430/150000 || Lr: 0.017409 || Task Loss: 0.2972 || KD Loss: 0.1049|| 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: 19:44:31 || Estimated Time: 4 days, 22:26:31
2023-07-28 09:27:58,013 semantic_segmentation INFO: Iters: 21440/150000 || Lr: 0.017408 || Task Loss: 0.2176 || KD Loss: 0.0705|| 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: 19:45:04 || Estimated Time: 4 days, 22:25:56
2023-07-28 09:28:30,966 semantic_segmentation INFO: Iters: 21450/150000 || Lr: 0.017407 || Task Loss: 0.2382 || KD Loss: 0.0622|| 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: 19:45:37 || Estimated Time: 4 days, 22:25:22
2023-07-28 09:29:03,942 semantic_segmentation INFO: Iters: 21460/150000 || Lr: 0.017405 || Task Loss: 0.1972 || KD Loss: 0.0596|| 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: 19:46:10 || Estimated Time: 4 days, 22:24:48
2023-07-28 09:29:36,841 semantic_segmentation INFO: Iters: 21470/150000 || Lr: 0.017404 || Task Loss: 0.2332 || KD Loss: 0.0802|| 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: 19:46:43 || Estimated Time: 4 days, 22:24:13
2023-07-28 09:30:09,849 semantic_segmentation INFO: Iters: 21480/150000 || Lr: 0.017403 || Task Loss: 0.2968 || KD Loss: 0.1411|| 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: 19:47:16 || Estimated Time: 4 days, 22:23:39
2023-07-28 09:30:42,712 semantic_segmentation INFO: Iters: 21490/150000 || Lr: 0.017402 || Task Loss: 0.2551 || KD Loss: 0.0939|| 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: 19:47:49 || Estimated Time: 4 days, 22:23:04
2023-07-28 09:31:15,747 semantic_segmentation INFO: Iters: 21500/150000 || Lr: 0.017401 || Task Loss: 0.3979 || KD Loss: 0.1172|| 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: 19:48:22 || Estimated Time: 4 days, 22:22:30
2023-07-28 09:31:48,608 semantic_segmentation INFO: Iters: 21510/150000 || Lr: 0.017399 || Task Loss: 0.2316 || KD Loss: 0.0828|| 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: 19:48:55 || Estimated Time: 4 days, 22:21:55
2023-07-28 09:32:21,609 semantic_segmentation INFO: Iters: 21520/150000 || Lr: 0.017398 || Task Loss: 0.3659 || KD Loss: 0.0906|| 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: 19:49:28 || Estimated Time: 4 days, 22:21:21
2023-07-28 09:32:54,555 semantic_segmentation INFO: Iters: 21530/150000 || Lr: 0.017397 || Task Loss: 0.3676 || KD Loss: 0.1180|| 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: 19:50:01 || Estimated Time: 4 days, 22:20:47
2023-07-28 09:33:30,796 semantic_segmentation INFO: Iters: 21540/150000 || Lr: 0.017396 || Task Loss: 0.3138 || KD Loss: 0.1070|| 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: 19:50:37 || Estimated Time: 4 days, 22:20:32
2023-07-28 09:34:03,731 semantic_segmentation INFO: Iters: 21550/150000 || Lr: 0.017394 || Task Loss: 0.1789 || KD Loss: 0.0492|| 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: 19:51:10 || Estimated Time: 4 days, 22:19:57
2023-07-28 09:34:36,702 semantic_segmentation INFO: Iters: 21560/150000 || Lr: 0.017393 || Task Loss: 0.3070 || KD Loss: 0.1621|| 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: 19:51:43 || Estimated Time: 4 days, 22:19:23
2023-07-28 09:35:09,688 semantic_segmentation INFO: Iters: 21570/150000 || Lr: 0.017392 || Task Loss: 0.1770 || KD Loss: 0.0773|| 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: 19:52:16 || Estimated Time: 4 days, 22:18:48
2023-07-28 09:35:42,715 semantic_segmentation INFO: Iters: 21580/150000 || Lr: 0.017391 || Task Loss: 0.2747 || KD Loss: 0.0841|| 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: 19:52:49 || Estimated Time: 4 days, 22:18:15
2023-07-28 09:36:15,682 semantic_segmentation INFO: Iters: 21590/150000 || Lr: 0.017390 || Task Loss: 0.3290 || KD Loss: 0.1044|| 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: 19:53:22 || Estimated Time: 4 days, 22:17:40
2023-07-28 09:36:48,630 semantic_segmentation INFO: Iters: 21600/150000 || Lr: 0.017388 || Task Loss: 0.2538 || KD Loss: 0.0717|| 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: 19:53:55 || Estimated Time: 4 days, 22:17:06
2023-07-28 09:36:48,695 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 09:36:49,648 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.966, mIoU: 0.398
2023-07-28 09:36:49,755 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.967, mIoU: 0.480
2023-07-28 09:36:49,860 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.967, mIoU: 0.476
2023-07-28 09:36:49,965 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.508
2023-07-28 09:36:50,074 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.502
2023-07-28 09:36:50,184 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.968, mIoU: 0.506
2023-07-28 09:36:50,298 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.546
2023-07-28 09:36:50,403 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.593
2023-07-28 09:36:50,510 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.640
2023-07-28 09:36:50,618 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.687
2023-07-28 09:36:50,725 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.686
2023-07-28 09:36:50,834 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.687
2023-07-28 09:36:50,944 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.958, mIoU: 0.684
2023-07-28 09:36:51,053 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.956, mIoU: 0.682
2023-07-28 09:36:51,160 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.673
2023-07-28 09:36:51,267 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.665
2023-07-28 09:36:51,369 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.667
2023-07-28 09:36:51,472 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.668
2023-07-28 09:36:51,576 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.673
2023-07-28 09:36:51,680 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.682
2023-07-28 09:36:51,784 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.683
2023-07-28 09:36:51,888 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.695
2023-07-28 09:36:51,991 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.696
2023-07-28 09:36:52,099 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-28 09:36:52,203 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.712
2023-07-28 09:36:52,307 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.712
2023-07-28 09:36:52,413 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-28 09:36:52,515 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-28 09:36:52,619 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.944, mIoU: 0.694
2023-07-28 09:36:52,723 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.944, mIoU: 0.692
2023-07-28 09:36:52,827 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-28 09:36:52,932 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.688
2023-07-28 09:36:53,039 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.944, mIoU: 0.690
2023-07-28 09:36:53,151 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.944, mIoU: 0.689
2023-07-28 09:36:53,263 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.691
2023-07-28 09:36:53,376 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.943, mIoU: 0.690
2023-07-28 09:36:53,487 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.687
2023-07-28 09:36:53,597 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.686
2023-07-28 09:36:53,707 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.683
2023-07-28 09:36:53,816 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.683
2023-07-28 09:36:53,923 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.684
2023-07-28 09:36:54,030 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.942, mIoU: 0.683
2023-07-28 09:36:54,138 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.684
2023-07-28 09:36:54,240 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-28 09:36:54,343 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.943, mIoU: 0.684
2023-07-28 09:36:54,447 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-28 09:36:54,551 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.685
2023-07-28 09:36:54,654 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.684
2023-07-28 09:36:54,761 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-28 09:36:54,864 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-28 09:36:54,970 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-28 09:36:55,075 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 09:36:55,182 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-28 09:36:55,286 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.698
2023-07-28 09:36:55,389 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-28 09:36:55,496 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.943, mIoU: 0.703
2023-07-28 09:36:55,602 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.944, mIoU: 0.703
2023-07-28 09:36:55,715 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.944, mIoU: 0.709
2023-07-28 09:36:55,832 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.708
2023-07-28 09:36:55,946 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.706
2023-07-28 09:36:56,055 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.942, mIoU: 0.708
2023-07-28 09:36:56,167 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.709
2023-07-28 09:36:56,276 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.708
2023-07-28 09:36:56,382 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.710
2023-07-28 09:36:56,488 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.941, mIoU: 0.709
2023-07-28 09:36:56,592 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.941, mIoU: 0.709
2023-07-28 09:36:56,695 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.939, mIoU: 0.707
2023-07-28 09:36:56,801 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.938, mIoU: 0.707
2023-07-28 09:36:56,906 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.938, mIoU: 0.705
2023-07-28 09:36:57,011 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.938, mIoU: 0.705
2023-07-28 09:36:57,116 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.939, mIoU: 0.705
2023-07-28 09:36:57,225 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.939, mIoU: 0.703
2023-07-28 09:36:57,328 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.939, mIoU: 0.702
2023-07-28 09:36:57,437 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.939, mIoU: 0.702
2023-07-28 09:36:57,541 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.939, mIoU: 0.704
2023-07-28 09:36:57,648 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.939, mIoU: 0.703
2023-07-28 09:36:57,758 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.939, mIoU: 0.703
2023-07-28 09:36:57,871 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.939, mIoU: 0.702
2023-07-28 09:36:57,985 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.939, mIoU: 0.702
2023-07-28 09:36:58,099 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.939, mIoU: 0.704
2023-07-28 09:36:58,218 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.939, mIoU: 0.705
2023-07-28 09:36:58,332 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.939, mIoU: 0.705
2023-07-28 09:36:58,444 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.939, mIoU: 0.705
2023-07-28 09:36:58,556 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.938, mIoU: 0.703
2023-07-28 09:36:58,668 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.936, mIoU: 0.699
2023-07-28 09:36:58,784 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.936, mIoU: 0.700
2023-07-28 09:36:58,902 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.936, mIoU: 0.700
2023-07-28 09:36:59,017 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.936, mIoU: 0.700
2023-07-28 09:36:59,127 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.937, mIoU: 0.700
2023-07-28 09:36:59,241 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.700
2023-07-28 09:36:59,354 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.937, mIoU: 0.701
2023-07-28 09:36:59,469 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.937, mIoU: 0.714
2023-07-28 09:36:59,581 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-28 09:36:59,691 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.938, mIoU: 0.714
2023-07-28 09:36:59,802 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.938, mIoU: 0.714
2023-07-28 09:36:59,913 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.938, mIoU: 0.714
2023-07-28 09:37:00,025 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.938, mIoU: 0.714
2023-07-28 09:37:00,139 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.938, mIoU: 0.714
2023-07-28 09:37:00,255 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-28 09:37:00,367 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-28 09:37:00,480 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-28 09:37:00,592 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-28 09:37:00,699 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-28 09:37:00,806 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-28 09:37:00,914 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-28 09:37:01,024 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-28 09:37:01,138 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-28 09:37:01,251 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-28 09:37:01,363 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-28 09:37:01,472 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-28 09:37:01,580 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-28 09:37:01,692 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-28 09:37:01,805 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-28 09:37:01,917 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-28 09:37:02,030 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-28 09:37:02,137 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.936, mIoU: 0.708
2023-07-28 09:37:02,250 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-28 09:37:02,357 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-28 09:37:02,467 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-28 09:37:02,580 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-28 09:37:02,690 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.936, mIoU: 0.708
2023-07-28 09:37:02,798 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.936, mIoU: 0.708
2023-07-28 09:37:02,909 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.936, mIoU: 0.708
2023-07-28 09:37:03,025 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.936, mIoU: 0.708
2023-07-28 09:37:03,137 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-28 09:37:03,253 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-28 09:37:03,361 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-28 09:37:03,473 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-28 09:37:03,583 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-28 09:37:03,698 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-28 09:37:03,816 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-28 09:37:03,925 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-28 09:37:04,034 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.936, mIoU: 0.708
2023-07-28 09:37:04,148 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.936, mIoU: 0.708
2023-07-28 09:37:04,265 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.936, mIoU: 0.706
2023-07-28 09:37:04,381 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.936, mIoU: 0.706
2023-07-28 09:37:04,498 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.937, mIoU: 0.706
2023-07-28 09:37:04,606 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.936, mIoU: 0.703
2023-07-28 09:37:04,717 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.936, mIoU: 0.703
2023-07-28 09:37:04,833 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.936, mIoU: 0.704
2023-07-28 09:37:04,944 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.935, mIoU: 0.704
2023-07-28 09:37:05,054 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.935, mIoU: 0.703
2023-07-28 09:37:05,163 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.935, mIoU: 0.703
2023-07-28 09:37:05,275 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.936, mIoU: 0.702
2023-07-28 09:37:05,387 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.935, mIoU: 0.702
2023-07-28 09:37:05,501 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.936, mIoU: 0.704
2023-07-28 09:37:05,608 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.936, mIoU: 0.703
2023-07-28 09:37:05,714 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.936, mIoU: 0.703
2023-07-28 09:37:05,818 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.936, mIoU: 0.703
2023-07-28 09:37:05,923 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.936, mIoU: 0.702
2023-07-28 09:37:06,029 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.936, mIoU: 0.703
2023-07-28 09:37:06,135 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.936, mIoU: 0.703
2023-07-28 09:37:06,245 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.936, mIoU: 0.704
2023-07-28 09:37:06,360 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.936, mIoU: 0.704
2023-07-28 09:37:06,482 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.936, mIoU: 0.705
2023-07-28 09:37:06,591 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.936, mIoU: 0.705
2023-07-28 09:37:06,702 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.936, mIoU: 0.705
2023-07-28 09:37:06,813 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.936, mIoU: 0.705
2023-07-28 09:37:06,925 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.936, mIoU: 0.705
2023-07-28 09:37:07,038 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.937, mIoU: 0.705
2023-07-28 09:37:07,150 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.937, mIoU: 0.704
2023-07-28 09:37:07,256 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.936, mIoU: 0.702
2023-07-28 09:37:07,367 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.936, mIoU: 0.701
2023-07-28 09:37:07,473 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.936, mIoU: 0.701
2023-07-28 09:37:07,581 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.936, mIoU: 0.702
2023-07-28 09:37:07,691 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.936, mIoU: 0.701
2023-07-28 09:37:07,804 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.936, mIoU: 0.702
2023-07-28 09:37:07,919 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.937, mIoU: 0.702
2023-07-28 09:37:08,029 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.937, mIoU: 0.702
2023-07-28 09:37:08,141 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.937, mIoU: 0.702
2023-07-28 09:37:08,253 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.937, mIoU: 0.702
2023-07-28 09:37:08,367 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.937, mIoU: 0.702
2023-07-28 09:37:08,478 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.937, mIoU: 0.702
2023-07-28 09:37:08,584 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.937, mIoU: 0.702
2023-07-28 09:37:08,690 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.937, mIoU: 0.702
2023-07-28 09:37:08,800 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.937, mIoU: 0.701
2023-07-28 09:37:08,911 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.937, mIoU: 0.701
2023-07-28 09:37:09,023 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.937, mIoU: 0.701
2023-07-28 09:37:09,135 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.937, mIoU: 0.701
2023-07-28 09:37:09,245 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.937, mIoU: 0.701
2023-07-28 09:37:09,355 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.937, mIoU: 0.701
2023-07-28 09:37:09,468 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.938, mIoU: 0.701
2023-07-28 09:37:09,581 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.938, mIoU: 0.701
2023-07-28 09:37:09,696 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.938, mIoU: 0.701
2023-07-28 09:37:09,810 semantic_segmentation INFO: Sample: 185, Validation pixAcc: 0.938, mIoU: 0.701
2023-07-28 09:37:09,920 semantic_segmentation INFO: Sample: 186, Validation pixAcc: 0.938, mIoU: 0.701
2023-07-28 09:37:10,029 semantic_segmentation INFO: Sample: 187, Validation pixAcc: 0.938, mIoU: 0.701
2023-07-28 09:37:10,135 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.938, mIoU: 0.701
2023-07-28 09:37:10,244 semantic_segmentation INFO: Sample: 189, Validation pixAcc: 0.938, mIoU: 0.701
2023-07-28 09:37:10,361 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.938, mIoU: 0.701
2023-07-28 09:37:10,469 semantic_segmentation INFO: Sample: 191, Validation pixAcc: 0.939, mIoU: 0.701
2023-07-28 09:37:10,577 semantic_segmentation INFO: Sample: 192, Validation pixAcc: 0.939, mIoU: 0.701
2023-07-28 09:37:10,686 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.939, mIoU: 0.703
2023-07-28 09:37:10,795 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.939, mIoU: 0.703
2023-07-28 09:37:10,908 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.939, mIoU: 0.704
2023-07-28 09:37:11,019 semantic_segmentation INFO: Sample: 196, Validation pixAcc: 0.939, mIoU: 0.703
2023-07-28 09:37:11,127 semantic_segmentation INFO: Sample: 197, Validation pixAcc: 0.939, mIoU: 0.703
2023-07-28 09:37:11,233 semantic_segmentation INFO: Sample: 198, Validation pixAcc: 0.939, mIoU: 0.703
2023-07-28 09:37:11,338 semantic_segmentation INFO: Sample: 199, Validation pixAcc: 0.939, mIoU: 0.703
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2023-07-28 09:37:32,965 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-28 09:37:33,070 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-28 09:37:33,175 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-28 09:37:33,280 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-28 09:37:33,390 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-28 09:37:33,502 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-28 09:37:33,616 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-28 09:37:33,737 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-28 09:37:33,848 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.944, mIoU: 0.710
2023-07-28 09:37:33,960 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-28 09:37:34,070 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-28 09:37:34,178 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-28 09:37:34,282 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-28 09:37:34,387 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-28 09:37:34,493 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-28 09:37:34,598 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-28 09:37:34,707 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-28 09:37:34,822 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-28 09:37:34,940 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-28 09:37:35,057 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-28 09:37:35,174 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.944, mIoU: 0.712
2023-07-28 09:37:35,289 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.944, mIoU: 0.712
2023-07-28 09:37:35,406 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.944, mIoU: 0.712
2023-07-28 09:37:35,519 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.944, mIoU: 0.712
2023-07-28 09:37:35,633 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.944, mIoU: 0.712
2023-07-28 09:37:35,749 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.944, mIoU: 0.712
2023-07-28 09:37:35,862 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.944, mIoU: 0.712
2023-07-28 09:37:35,977 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-28 09:37:36,091 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 09:37:36,204 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 09:37:36,318 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 09:37:36,433 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 09:37:36,544 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 09:37:36,656 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 09:37:36,771 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 09:37:36,885 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 09:37:37,000 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 09:37:37,110 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 09:37:37,221 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 09:37:37,335 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 09:37:37,449 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 09:37:37,561 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 09:37:37,674 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 09:37:37,787 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 09:37:37,898 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 09:37:38,010 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 09:37:38,123 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 09:37:38,233 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 09:37:38,345 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 09:37:38,461 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 09:37:38,576 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 09:37:38,689 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 09:37:38,802 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 09:37:38,911 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 09:37:39,023 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 09:37:39,134 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 09:37:39,246 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 09:37:39,357 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 09:37:39,467 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 09:37:39,580 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.946, mIoU: 0.714
2023-07-28 09:37:39,692 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.946, mIoU: 0.714
2023-07-28 09:37:39,803 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.946, mIoU: 0.714
2023-07-28 09:37:39,912 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.946, mIoU: 0.714
2023-07-28 09:37:40,017 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.946, mIoU: 0.714
2023-07-28 09:37:40,118 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-28 09:37:40,223 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-28 09:37:40,332 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-28 09:37:40,438 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-28 09:37:40,542 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-28 09:37:40,649 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-28 09:37:40,757 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 09:37:40,871 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-28 09:37:40,985 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-28 09:37:41,104 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-28 09:37:41,219 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-28 09:37:41,333 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-28 09:37:41,446 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-28 09:37:41,556 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-28 09:37:41,663 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 09:37:41,766 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 09:37:41,876 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 09:37:41,998 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 09:37:42,127 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 09:37:42,245 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 09:37:42,362 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 09:37:42,483 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 09:37:42,600 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 09:37:42,716 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 09:37:42,837 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 09:37:42,953 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 09:37:43,068 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 09:37:43,185 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-28 09:37:43,298 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-28 09:37:43,412 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 09:37:43,525 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 09:37:43,636 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-28 09:37:43,749 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-28 09:37:43,864 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-28 09:37:43,975 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-28 09:37:44,085 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-28 09:37:44,197 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-28 09:37:44,306 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-28 09:37:44,416 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-28 09:37:44,526 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-28 09:37:44,633 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-28 09:38:18,111 semantic_segmentation INFO: Iters: 21610/150000 || Lr: 0.017387 || Task Loss: 0.2220 || KD Loss: 0.0893|| 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: 19:55:24 || Estimated Time: 4 days, 22:22:07
2023-07-28 09:38:50,895 semantic_segmentation INFO: Iters: 21620/150000 || Lr: 0.017386 || Task Loss: 0.2624 || KD Loss: 0.0694|| 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: 19:55:57 || Estimated Time: 4 days, 22:21:32
2023-07-28 09:39:23,821 semantic_segmentation INFO: Iters: 21630/150000 || Lr: 0.017385 || Task Loss: 0.3704 || KD Loss: 0.1432|| 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: 19:56:30 || Estimated Time: 4 days, 22:20:57
2023-07-28 09:39:56,634 semantic_segmentation INFO: Iters: 21640/150000 || Lr: 0.017384 || Task Loss: 0.2313 || KD Loss: 0.0748|| 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: 19:57:03 || Estimated Time: 4 days, 22:20:21
2023-07-28 09:40:29,398 semantic_segmentation INFO: Iters: 21650/150000 || Lr: 0.017382 || Task Loss: 0.2753 || KD Loss: 0.0778|| 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: 19:57:36 || Estimated Time: 4 days, 22:19:46
2023-07-28 09:41:02,186 semantic_segmentation INFO: Iters: 21660/150000 || Lr: 0.017381 || Task Loss: 0.2408 || KD Loss: 0.0651|| 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: 19:58:09 || Estimated Time: 4 days, 22:19:10
2023-07-28 09:41:35,051 semantic_segmentation INFO: Iters: 21670/150000 || Lr: 0.017380 || Task Loss: 0.2278 || KD Loss: 0.0757|| 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: 19:58:41 || Estimated Time: 4 days, 22:18:35
2023-07-28 09:42:07,891 semantic_segmentation INFO: Iters: 21680/150000 || Lr: 0.017379 || Task Loss: 0.1955 || KD Loss: 0.0571|| 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: 19:59:14 || Estimated Time: 4 days, 22:18:00
2023-07-28 09:42:40,782 semantic_segmentation INFO: Iters: 21690/150000 || Lr: 0.017377 || Task Loss: 0.2426 || KD Loss: 0.1252|| 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: 19:59:47 || Estimated Time: 4 days, 22:17:25
2023-07-28 09:43:13,653 semantic_segmentation INFO: Iters: 21700/150000 || Lr: 0.017376 || Task Loss: 0.2095 || KD Loss: 0.0750|| 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: 20:00:20 || Estimated Time: 4 days, 22:16:50
2023-07-28 09:43:46,500 semantic_segmentation INFO: Iters: 21710/150000 || Lr: 0.017375 || Task Loss: 0.2028 || KD Loss: 0.0584|| 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: 20:00:53 || Estimated Time: 4 days, 22:16:15
2023-07-28 09:44:19,379 semantic_segmentation INFO: Iters: 21720/150000 || Lr: 0.017374 || Task Loss: 0.2088 || KD Loss: 0.0650|| 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: 20:01:26 || Estimated Time: 4 days, 22:15:40
2023-07-28 09:44:52,166 semantic_segmentation INFO: Iters: 21730/150000 || Lr: 0.017373 || Task Loss: 0.2333 || KD Loss: 0.0746|| 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: 20:01:59 || Estimated Time: 4 days, 22:15:04
2023-07-28 09:45:25,134 semantic_segmentation INFO: Iters: 21740/150000 || Lr: 0.017371 || Task Loss: 0.2500 || KD Loss: 0.0746|| 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: 20:02:31 || Estimated Time: 4 days, 22:14:29
2023-07-28 09:45:58,182 semantic_segmentation INFO: Iters: 21750/150000 || Lr: 0.017370 || Task Loss: 0.1829 || KD Loss: 0.0624|| 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: 20:03:05 || Estimated Time: 4 days, 22:13:55
2023-07-28 09:46:31,082 semantic_segmentation INFO: Iters: 21760/150000 || Lr: 0.017369 || Task Loss: 0.2650 || KD Loss: 0.0803|| 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: 20:03:37 || Estimated Time: 4 days, 22:13:21
2023-07-28 09:47:04,045 semantic_segmentation INFO: Iters: 21770/150000 || Lr: 0.017368 || Task Loss: 0.2346 || KD Loss: 0.0729|| 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: 20:04:10 || Estimated Time: 4 days, 22:12:46
2023-07-28 09:47:36,998 semantic_segmentation INFO: Iters: 21780/150000 || Lr: 0.017366 || Task Loss: 0.1632 || KD Loss: 0.0465|| 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: 20:04:43 || Estimated Time: 4 days, 22:12:11
2023-07-28 09:48:09,970 semantic_segmentation INFO: Iters: 21790/150000 || Lr: 0.017365 || Task Loss: 0.2953 || KD Loss: 0.0925|| 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: 20:05:16 || Estimated Time: 4 days, 22:11:37
2023-07-28 09:48:42,765 semantic_segmentation INFO: Iters: 21800/150000 || Lr: 0.017364 || Task Loss: 0.2429 || KD Loss: 0.0909|| 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: 20:05:49 || Estimated Time: 4 days, 22:11:02
2023-07-28 09:49:15,726 semantic_segmentation INFO: Iters: 21810/150000 || Lr: 0.017363 || Task Loss: 0.2783 || KD Loss: 0.0673|| 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: 20:06:22 || Estimated Time: 4 days, 22:10:27
2023-07-28 09:49:48,596 semantic_segmentation INFO: Iters: 21820/150000 || Lr: 0.017362 || Task Loss: 0.3039 || KD Loss: 0.0987|| 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: 20:06:55 || Estimated Time: 4 days, 22:09:52
2023-07-28 09:50:21,468 semantic_segmentation INFO: Iters: 21830/150000 || Lr: 0.017360 || Task Loss: 0.2847 || KD Loss: 0.1064|| 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: 20:07:28 || Estimated Time: 4 days, 22:09:17
2023-07-28 09:50:54,245 semantic_segmentation INFO: Iters: 21840/150000 || Lr: 0.017359 || Task Loss: 0.2906 || KD Loss: 0.0943|| 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: 20:08:01 || Estimated Time: 4 days, 22:08:41
2023-07-28 09:51:27,002 semantic_segmentation INFO: Iters: 21850/150000 || Lr: 0.017358 || Task Loss: 0.3108 || KD Loss: 0.0837|| 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: 20:08:33 || Estimated Time: 4 days, 22:08:06
2023-07-28 09:51:59,853 semantic_segmentation INFO: Iters: 21860/150000 || Lr: 0.017357 || Task Loss: 0.4006 || KD Loss: 0.1084|| 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: 20:09:06 || Estimated Time: 4 days, 22:07:30
2023-07-28 09:52:32,775 semantic_segmentation INFO: Iters: 21870/150000 || Lr: 0.017355 || Task Loss: 0.2637 || KD Loss: 0.1070|| 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: 20:09:39 || Estimated Time: 4 days, 22:06:56
2023-07-28 09:53:05,511 semantic_segmentation INFO: Iters: 21880/150000 || Lr: 0.017354 || Task Loss: 0.2294 || KD Loss: 0.0758|| 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: 20:10:12 || Estimated Time: 4 days, 22:06:20
2023-07-28 09:53:38,275 semantic_segmentation INFO: Iters: 21890/150000 || Lr: 0.017353 || Task Loss: 0.2954 || KD Loss: 0.0863|| 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: 20:10:45 || Estimated Time: 4 days, 22:05:44
2023-07-28 09:54:10,960 semantic_segmentation INFO: Iters: 21900/150000 || Lr: 0.017352 || Task Loss: 0.2855 || KD Loss: 0.0875|| 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: 20:11:17 || Estimated Time: 4 days, 22:05:08
2023-07-28 09:54:43,650 semantic_segmentation INFO: Iters: 21910/150000 || Lr: 0.017351 || Task Loss: 0.2595 || KD Loss: 0.0800|| 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: 20:11:50 || Estimated Time: 4 days, 22:04:32
2023-07-28 09:55:16,288 semantic_segmentation INFO: Iters: 21920/150000 || Lr: 0.017349 || Task Loss: 0.2088 || KD Loss: 0.0741|| 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: 20:12:23 || Estimated Time: 4 days, 22:03:56
2023-07-28 09:55:48,899 semantic_segmentation INFO: Iters: 21930/150000 || Lr: 0.017348 || Task Loss: 0.3232 || KD Loss: 0.1080|| 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: 20:12:55 || Estimated Time: 4 days, 22:03:19
2023-07-28 09:56:21,590 semantic_segmentation INFO: Iters: 21940/150000 || Lr: 0.017347 || Task Loss: 0.2163 || KD Loss: 0.0642|| 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: 20:13:28 || Estimated Time: 4 days, 22:02:43
2023-07-28 09:56:55,474 semantic_segmentation INFO: Iters: 21950/150000 || Lr: 0.017346 || Task Loss: 0.2712 || KD Loss: 0.0681|| 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: 20:14:02 || Estimated Time: 4 days, 22:02:13
2023-07-28 09:57:29,781 semantic_segmentation INFO: Iters: 21960/150000 || Lr: 0.017345 || Task Loss: 0.1852 || KD Loss: 0.0481|| 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: 20:14:36 || Estimated Time: 4 days, 22:01:47
2023-07-28 09:58:02,297 semantic_segmentation INFO: Iters: 21970/150000 || Lr: 0.017343 || Task Loss: 0.3279 || KD Loss: 0.0970|| 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: 20:15:09 || Estimated Time: 4 days, 22:01:10
2023-07-28 09:58:34,948 semantic_segmentation INFO: Iters: 21980/150000 || Lr: 0.017342 || Task Loss: 0.2196 || KD Loss: 0.0636|| 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: 20:15:41 || Estimated Time: 4 days, 22:00:34
2023-07-28 09:59:07,498 semantic_segmentation INFO: Iters: 21990/150000 || Lr: 0.017341 || Task Loss: 0.2466 || KD Loss: 0.0682|| 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: 20:16:14 || Estimated Time: 4 days, 21:59:57
2023-07-28 09:59:40,053 semantic_segmentation INFO: Iters: 22000/150000 || Lr: 0.017340 || Task Loss: 0.2651 || KD Loss: 0.0945|| 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: 20:16:46 || Estimated Time: 4 days, 21:59:20
2023-07-28 10:00:12,613 semantic_segmentation INFO: Iters: 22010/150000 || Lr: 0.017338 || Task Loss: 0.1680 || KD Loss: 0.0521|| 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: 20:17:19 || Estimated Time: 4 days, 21:58:44
2023-07-28 10:00:45,160 semantic_segmentation INFO: Iters: 22020/150000 || Lr: 0.017337 || Task Loss: 0.1548 || KD Loss: 0.0461|| 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: 20:17:52 || Estimated Time: 4 days, 21:58:07
2023-07-28 10:01:17,620 semantic_segmentation INFO: Iters: 22030/150000 || Lr: 0.017336 || Task Loss: 0.2715 || KD Loss: 0.0685|| 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: 20:18:24 || Estimated Time: 4 days, 21:57:29
2023-07-28 10:01:50,266 semantic_segmentation INFO: Iters: 22040/150000 || Lr: 0.017335 || Task Loss: 0.3692 || KD Loss: 0.1099|| 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: 20:18:57 || Estimated Time: 4 days, 21:56:53
2023-07-28 10:02:22,744 semantic_segmentation INFO: Iters: 22050/150000 || Lr: 0.017334 || Task Loss: 0.2447 || KD Loss: 0.0987|| 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: 20:19:29 || Estimated Time: 4 days, 21:56:16
2023-07-28 10:02:55,197 semantic_segmentation INFO: Iters: 22060/150000 || Lr: 0.017332 || Task Loss: 0.3315 || KD Loss: 0.1154|| 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: 20:20:02 || Estimated Time: 4 days, 21:55:38
2023-07-28 10:03:27,595 semantic_segmentation INFO: Iters: 22070/150000 || Lr: 0.017331 || Task Loss: 0.3356 || KD Loss: 0.0948|| 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: 20:20:34 || Estimated Time: 4 days, 21:55:00
2023-07-28 10:03:59,950 semantic_segmentation INFO: Iters: 22080/150000 || Lr: 0.017330 || Task Loss: 0.2489 || KD Loss: 0.0832|| 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: 20:21:06 || Estimated Time: 4 days, 21:54:23
2023-07-28 10:04:32,304 semantic_segmentation INFO: Iters: 22090/150000 || Lr: 0.017329 || Task Loss: 0.2938 || KD Loss: 0.0829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1318|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:21:39 || Estimated Time: 4 days, 21:53:44
2023-07-28 10:05:04,646 semantic_segmentation INFO: Iters: 22100/150000 || Lr: 0.017327 || Task Loss: 0.2713 || KD Loss: 0.0768|| 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: 20:22:11 || Estimated Time: 4 days, 21:53:07
2023-07-28 10:05:36,984 semantic_segmentation INFO: Iters: 22110/150000 || Lr: 0.017326 || Task Loss: 0.2375 || KD Loss: 0.0608|| 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: 20:22:43 || Estimated Time: 4 days, 21:52:29
2023-07-28 10:06:09,474 semantic_segmentation INFO: Iters: 22120/150000 || Lr: 0.017325 || Task Loss: 0.2130 || KD Loss: 0.0572|| 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: 20:23:16 || Estimated Time: 4 days, 21:51:51
2023-07-28 10:06:41,796 semantic_segmentation INFO: Iters: 22130/150000 || Lr: 0.017324 || Task Loss: 0.2429 || KD Loss: 0.0655|| 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: 20:23:48 || Estimated Time: 4 days, 21:51:13
2023-07-28 10:07:14,165 semantic_segmentation INFO: Iters: 22140/150000 || Lr: 0.017323 || Task Loss: 0.3523 || KD Loss: 0.0891|| 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: 20:24:21 || Estimated Time: 4 days, 21:50:35
2023-07-28 10:07:46,502 semantic_segmentation INFO: Iters: 22150/150000 || Lr: 0.017321 || Task Loss: 0.2813 || KD Loss: 0.0809|| 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: 20:24:53 || Estimated Time: 4 days, 21:49:57
2023-07-28 10:08:18,828 semantic_segmentation INFO: Iters: 22160/150000 || Lr: 0.017320 || Task Loss: 0.3440 || KD Loss: 0.1045|| 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: 20:25:25 || Estimated Time: 4 days, 21:49:19
2023-07-28 10:08:51,151 semantic_segmentation INFO: Iters: 22170/150000 || Lr: 0.017319 || Task Loss: 0.2664 || KD Loss: 0.0808|| 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: 20:25:58 || Estimated Time: 4 days, 21:48:41
2023-07-28 10:09:23,414 semantic_segmentation INFO: Iters: 22180/150000 || Lr: 0.017318 || Task Loss: 0.2590 || KD Loss: 0.0741|| 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: 20:26:30 || Estimated Time: 4 days, 21:48:03
2023-07-28 10:09:55,776 semantic_segmentation INFO: Iters: 22190/150000 || Lr: 0.017316 || Task Loss: 0.2371 || KD Loss: 0.0894|| 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: 20:27:02 || Estimated Time: 4 days, 21:47:25
2023-07-28 10:10:28,022 semantic_segmentation INFO: Iters: 22200/150000 || Lr: 0.017315 || Task Loss: 0.2373 || KD Loss: 0.0833|| 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: 20:27:34 || Estimated Time: 4 days, 21:46:46
2023-07-28 10:11:00,545 semantic_segmentation INFO: Iters: 22210/150000 || Lr: 0.017314 || Task Loss: 0.2953 || KD Loss: 0.1213|| 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: 20:28:07 || Estimated Time: 4 days, 21:46:09
2023-07-28 10:11:32,831 semantic_segmentation INFO: Iters: 22220/150000 || Lr: 0.017313 || Task Loss: 0.3058 || KD Loss: 0.1212|| 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: 20:28:39 || Estimated Time: 4 days, 21:45:31
2023-07-28 10:12:05,179 semantic_segmentation INFO: Iters: 22230/150000 || Lr: 0.017312 || Task Loss: 0.1987 || KD Loss: 0.0688|| 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: 20:29:12 || Estimated Time: 4 days, 21:44:53
2023-07-28 10:12:37,478 semantic_segmentation INFO: Iters: 22240/150000 || Lr: 0.017310 || Task Loss: 0.3381 || KD Loss: 0.0851|| 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: 20:29:44 || Estimated Time: 4 days, 21:44:15
2023-07-28 10:13:09,803 semantic_segmentation INFO: Iters: 22250/150000 || Lr: 0.017309 || Task Loss: 0.2445 || KD Loss: 0.0931|| 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: 20:30:16 || Estimated Time: 4 days, 21:43:37
2023-07-28 10:13:42,120 semantic_segmentation INFO: Iters: 22260/150000 || Lr: 0.017308 || Task Loss: 0.2152 || KD Loss: 0.1041|| 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: 20:30:48 || Estimated Time: 4 days, 21:42:59
2023-07-28 10:14:14,351 semantic_segmentation INFO: Iters: 22270/150000 || Lr: 0.017307 || Task Loss: 0.3463 || KD Loss: 0.1158|| 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: 20:31:21 || Estimated Time: 4 days, 21:42:20
2023-07-28 10:14:46,658 semantic_segmentation INFO: Iters: 22280/150000 || Lr: 0.017305 || Task Loss: 0.3621 || KD Loss: 0.1081|| 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: 20:31:53 || Estimated Time: 4 days, 21:41:42
2023-07-28 10:15:18,877 semantic_segmentation INFO: Iters: 22290/150000 || Lr: 0.017304 || Task Loss: 0.2909 || KD Loss: 0.1169|| 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: 20:32:25 || Estimated Time: 4 days, 21:41:03
2023-07-28 10:15:51,160 semantic_segmentation INFO: Iters: 22300/150000 || Lr: 0.017303 || Task Loss: 0.2466 || KD Loss: 0.0838|| 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: 20:32:58 || Estimated Time: 4 days, 21:40:25
2023-07-28 10:16:23,359 semantic_segmentation INFO: Iters: 22310/150000 || Lr: 0.017302 || Task Loss: 0.2172 || KD Loss: 0.0595|| 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: 20:33:30 || Estimated Time: 4 days, 21:39:46
2023-07-28 10:16:55,710 semantic_segmentation INFO: Iters: 22320/150000 || Lr: 0.017301 || Task Loss: 0.2532 || KD Loss: 0.0836|| 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: 20:34:02 || Estimated Time: 4 days, 21:39:08
2023-07-28 10:17:27,973 semantic_segmentation INFO: Iters: 22330/150000 || Lr: 0.017299 || Task Loss: 0.3312 || KD Loss: 0.0956|| 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: 20:34:34 || Estimated Time: 4 days, 21:38:30
2023-07-28 10:18:00,236 semantic_segmentation INFO: Iters: 22340/150000 || Lr: 0.017298 || Task Loss: 0.2078 || KD Loss: 0.0627|| 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: 20:35:07 || Estimated Time: 4 days, 21:37:52
2023-07-28 10:18:32,479 semantic_segmentation INFO: Iters: 22350/150000 || Lr: 0.017297 || Task Loss: 0.2667 || KD Loss: 0.0904|| 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: 20:35:39 || Estimated Time: 4 days, 21:37:13
2023-07-28 10:19:04,742 semantic_segmentation INFO: Iters: 22360/150000 || Lr: 0.017296 || Task Loss: 0.2377 || KD Loss: 0.0857|| 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: 20:36:11 || Estimated Time: 4 days, 21:36:35
2023-07-28 10:19:36,993 semantic_segmentation INFO: Iters: 22370/150000 || Lr: 0.017295 || Task Loss: 0.2112 || KD Loss: 0.0679|| 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: 20:36:43 || Estimated Time: 4 days, 21:35:56
2023-07-28 10:20:12,346 semantic_segmentation INFO: Iters: 22380/150000 || Lr: 0.017293 || Task Loss: 0.3021 || KD Loss: 0.0864|| 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: 20:37:19 || Estimated Time: 4 days, 21:35:36
2023-07-28 10:20:44,531 semantic_segmentation INFO: Iters: 22390/150000 || Lr: 0.017292 || Task Loss: 0.3299 || KD Loss: 0.1317|| 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: 20:37:51 || Estimated Time: 4 days, 21:34:57
2023-07-28 10:21:16,819 semantic_segmentation INFO: Iters: 22400/150000 || Lr: 0.017291 || Task Loss: 0.2735 || KD Loss: 0.0885|| 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: 20:38:23 || Estimated Time: 4 days, 21:34:19
2023-07-28 10:21:16,894 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 10:21:17,736 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.898, mIoU: 0.318
2023-07-28 10:21:17,862 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.937, mIoU: 0.432
2023-07-28 10:21:17,967 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.943, mIoU: 0.449
2023-07-28 10:21:18,077 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.947, mIoU: 0.484
2023-07-28 10:21:18,192 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.950, mIoU: 0.478
2023-07-28 10:21:18,295 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.952, mIoU: 0.485
2023-07-28 10:21:18,400 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.951, mIoU: 0.528
2023-07-28 10:21:18,507 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.952, mIoU: 0.548
2023-07-28 10:21:18,617 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.952, mIoU: 0.581
2023-07-28 10:21:18,724 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.943, mIoU: 0.608
2023-07-28 10:21:18,829 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.944, mIoU: 0.624
2023-07-28 10:21:18,938 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.941, mIoU: 0.639
2023-07-28 10:21:19,047 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.939, mIoU: 0.622
2023-07-28 10:21:19,158 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.934, mIoU: 0.604
2023-07-28 10:21:19,266 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.931, mIoU: 0.595
2023-07-28 10:21:19,376 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.930, mIoU: 0.590
2023-07-28 10:21:19,485 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.930, mIoU: 0.592
2023-07-28 10:21:19,589 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.931, mIoU: 0.596
2023-07-28 10:21:19,692 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.931, mIoU: 0.600
2023-07-28 10:21:19,799 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.932, mIoU: 0.608
2023-07-28 10:21:19,904 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.932, mIoU: 0.613
2023-07-28 10:21:20,006 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.922, mIoU: 0.589
2023-07-28 10:21:20,111 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.923, mIoU: 0.593
2023-07-28 10:21:20,215 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.920, mIoU: 0.600
2023-07-28 10:21:20,324 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.917, mIoU: 0.612
2023-07-28 10:21:20,437 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.918, mIoU: 0.613
2023-07-28 10:21:20,543 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.918, mIoU: 0.599
2023-07-28 10:21:20,649 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.917, mIoU: 0.595
2023-07-28 10:21:20,762 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.914, mIoU: 0.593
2023-07-28 10:21:20,871 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.912, mIoU: 0.572
2023-07-28 10:21:20,978 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.913, mIoU: 0.571
2023-07-28 10:21:21,083 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.913, mIoU: 0.571
2023-07-28 10:21:21,191 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.914, mIoU: 0.574
2023-07-28 10:21:21,301 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.915, mIoU: 0.574
2023-07-28 10:21:21,412 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.914, mIoU: 0.574
2023-07-28 10:21:21,521 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.915, mIoU: 0.574
2023-07-28 10:21:21,630 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.915, mIoU: 0.571
2023-07-28 10:21:21,739 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.913, mIoU: 0.569
2023-07-28 10:21:21,845 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.913, mIoU: 0.568
2023-07-28 10:21:21,948 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.914, mIoU: 0.569
2023-07-28 10:21:22,052 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.915, mIoU: 0.572
2023-07-28 10:21:22,156 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.916, mIoU: 0.572
2023-07-28 10:21:22,259 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.916, mIoU: 0.573
2023-07-28 10:21:22,364 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.917, mIoU: 0.573
2023-07-28 10:21:22,468 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.918, mIoU: 0.573
2023-07-28 10:21:22,575 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.918, mIoU: 0.573
2023-07-28 10:21:22,686 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.919, mIoU: 0.573
2023-07-28 10:21:22,801 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.920, mIoU: 0.572
2023-07-28 10:21:22,911 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.920, mIoU: 0.577
2023-07-28 10:21:23,016 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.920, mIoU: 0.579
2023-07-28 10:21:23,122 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.920, mIoU: 0.580
2023-07-28 10:21:23,230 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.918, mIoU: 0.576
2023-07-28 10:21:23,340 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.918, mIoU: 0.575
2023-07-28 10:21:23,449 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.918, mIoU: 0.577
2023-07-28 10:21:23,560 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.918, mIoU: 0.577
2023-07-28 10:21:23,670 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.917, mIoU: 0.574
2023-07-28 10:21:23,778 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.918, mIoU: 0.574
2023-07-28 10:21:23,886 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.918, mIoU: 0.576
2023-07-28 10:21:23,993 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.919, mIoU: 0.582
2023-07-28 10:21:24,097 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.919, mIoU: 0.581
2023-07-28 10:21:24,200 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.919, mIoU: 0.584
2023-07-28 10:21:24,304 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.919, mIoU: 0.585
2023-07-28 10:21:24,408 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.919, mIoU: 0.584
2023-07-28 10:21:24,510 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.918, mIoU: 0.585
2023-07-28 10:21:24,616 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.918, mIoU: 0.585
2023-07-28 10:21:24,722 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.917, mIoU: 0.586
2023-07-28 10:21:24,833 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.916, mIoU: 0.586
2023-07-28 10:21:24,941 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.917, mIoU: 0.586
2023-07-28 10:21:25,053 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.917, mIoU: 0.585
2023-07-28 10:21:25,165 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.917, mIoU: 0.584
2023-07-28 10:21:25,274 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.918, mIoU: 0.584
2023-07-28 10:21:25,382 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.918, mIoU: 0.583
2023-07-28 10:21:25,496 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.918, mIoU: 0.583
2023-07-28 10:21:25,610 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.919, mIoU: 0.582
2023-07-28 10:21:25,720 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.918, mIoU: 0.582
2023-07-28 10:21:25,834 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.918, mIoU: 0.581
2023-07-28 10:21:25,941 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.918, mIoU: 0.582
2023-07-28 10:21:26,046 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.918, mIoU: 0.581
2023-07-28 10:21:26,150 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.918, mIoU: 0.581
2023-07-28 10:21:26,258 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.918, mIoU: 0.582
2023-07-28 10:21:26,362 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.917, mIoU: 0.584
2023-07-28 10:21:26,469 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.918, mIoU: 0.584
2023-07-28 10:21:26,575 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.917, mIoU: 0.583
2023-07-28 10:21:26,686 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.917, mIoU: 0.583
2023-07-28 10:21:26,802 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.915, mIoU: 0.581
2023-07-28 10:21:26,913 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.915, mIoU: 0.582
2023-07-28 10:21:27,021 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.915, mIoU: 0.582
2023-07-28 10:21:27,128 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.915, mIoU: 0.582
2023-07-28 10:21:27,239 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.915, mIoU: 0.581
2023-07-28 10:21:27,347 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.916, mIoU: 0.582
2023-07-28 10:21:27,458 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.916, mIoU: 0.583
2023-07-28 10:21:27,562 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.916, mIoU: 0.603
2023-07-28 10:21:27,668 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.916, mIoU: 0.603
2023-07-28 10:21:27,773 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.917, mIoU: 0.603
2023-07-28 10:21:27,877 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.917, mIoU: 0.604
2023-07-28 10:21:27,982 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.917, mIoU: 0.604
2023-07-28 10:21:28,087 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.917, mIoU: 0.603
2023-07-28 10:21:28,193 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.917, mIoU: 0.603
2023-07-28 10:21:28,299 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.917, mIoU: 0.604
2023-07-28 10:21:28,403 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.917, mIoU: 0.605
2023-07-28 10:21:28,508 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.915, mIoU: 0.604
2023-07-28 10:21:28,613 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.915, mIoU: 0.603
2023-07-28 10:21:28,717 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.915, mIoU: 0.603
2023-07-28 10:21:28,822 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.915, mIoU: 0.603
2023-07-28 10:21:28,934 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.916, mIoU: 0.603
2023-07-28 10:21:29,043 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.916, mIoU: 0.603
2023-07-28 10:21:29,153 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.917, mIoU: 0.603
2023-07-28 10:21:29,269 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.917, mIoU: 0.605
2023-07-28 10:21:29,378 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.917, mIoU: 0.605
2023-07-28 10:21:29,484 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.917, mIoU: 0.604
2023-07-28 10:21:29,590 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.917, mIoU: 0.604
2023-07-28 10:21:29,695 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.916, mIoU: 0.604
2023-07-28 10:21:29,804 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.917, mIoU: 0.603
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2023-07-28 10:21:52,018 semantic_segmentation INFO: Sample: 318, Validation pixAcc: 0.920, mIoU: 0.597
2023-07-28 10:21:52,129 semantic_segmentation INFO: Sample: 319, Validation pixAcc: 0.920, mIoU: 0.597
2023-07-28 10:21:52,240 semantic_segmentation INFO: Sample: 320, Validation pixAcc: 0.919, mIoU: 0.596
2023-07-28 10:21:52,352 semantic_segmentation INFO: Sample: 321, Validation pixAcc: 0.919, mIoU: 0.596
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2023-07-28 10:21:52,908 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.920, mIoU: 0.598
2023-07-28 10:21:53,019 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.920, mIoU: 0.598
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2023-07-28 10:21:54,020 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.921, mIoU: 0.600
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2023-07-28 10:21:54,898 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.922, mIoU: 0.601
2023-07-28 10:21:55,006 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.922, mIoU: 0.601
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2023-07-28 10:21:55,748 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.923, mIoU: 0.602
2023-07-28 10:21:55,852 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.923, mIoU: 0.603
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2023-07-28 10:21:56,063 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.923, mIoU: 0.603
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2023-07-28 10:21:56,505 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.923, mIoU: 0.604
2023-07-28 10:21:56,616 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.923, mIoU: 0.605
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2023-07-28 10:21:57,048 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.924, mIoU: 0.605
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2023-07-28 10:21:57,788 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.924, mIoU: 0.607
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2023-07-28 10:21:58,678 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.925, mIoU: 0.607
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2023-07-28 10:21:59,025 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.925, mIoU: 0.608
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2023-07-28 10:22:00,931 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.926, mIoU: 0.609
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2023-07-28 10:22:01,269 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.927, mIoU: 0.609
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2023-07-28 10:22:01,605 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.927, mIoU: 0.610
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2023-07-28 10:22:02,056 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.927, mIoU: 0.610
2023-07-28 10:22:02,168 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.927, mIoU: 0.611
2023-07-28 10:22:02,280 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.927, mIoU: 0.610
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2023-07-28 10:22:02,607 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.927, mIoU: 0.611
2023-07-28 10:22:02,715 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.927, mIoU: 0.611
2023-07-28 10:22:02,826 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.928, mIoU: 0.611
2023-07-28 10:22:02,937 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.928, mIoU: 0.611
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2023-07-28 10:22:03,161 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.928, mIoU: 0.612
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2023-07-28 10:22:03,827 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.928, mIoU: 0.612
2023-07-28 10:22:03,936 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.928, mIoU: 0.612
2023-07-28 10:22:04,042 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.928, mIoU: 0.613
2023-07-28 10:22:04,147 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.929, mIoU: 0.613
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2023-07-28 10:22:05,023 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.929, mIoU: 0.613
2023-07-28 10:22:05,134 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.929, mIoU: 0.613
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2023-07-28 10:22:05,670 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.929, mIoU: 0.612
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2023-07-28 10:22:05,881 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.930, mIoU: 0.612
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2023-07-28 10:22:07,094 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.930, mIoU: 0.614
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2023-07-28 10:22:07,316 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.930, mIoU: 0.615
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2023-07-28 10:22:08,980 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.931, mIoU: 0.615
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2023-07-28 10:22:10,390 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.931, mIoU: 0.615
2023-07-28 10:22:10,499 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.931, mIoU: 0.615
2023-07-28 10:22:10,614 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.931, mIoU: 0.616
2023-07-28 10:22:10,724 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.931, mIoU: 0.616
2023-07-28 10:22:10,833 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.931, mIoU: 0.616
2023-07-28 10:22:10,942 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.931, mIoU: 0.616
2023-07-28 10:22:11,051 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.931, mIoU: 0.616
2023-07-28 10:22:11,162 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.931, mIoU: 0.616
2023-07-28 10:22:11,275 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.931, mIoU: 0.616
2023-07-28 10:22:11,386 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.931, mIoU: 0.616
2023-07-28 10:22:11,500 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.931, mIoU: 0.617
2023-07-28 10:22:11,611 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.931, mIoU: 0.617
2023-07-28 10:22:11,718 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.932, mIoU: 0.617
2023-07-28 10:22:11,825 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.932, mIoU: 0.617
2023-07-28 10:22:11,934 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.932, mIoU: 0.617
2023-07-28 10:22:12,043 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.932, mIoU: 0.617
2023-07-28 10:22:44,781 semantic_segmentation INFO: Iters: 22410/150000 || Lr: 0.017290 || Task Loss: 0.2621 || KD Loss: 0.0917|| 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: 20:39:51 || Estimated Time: 4 days, 21:38:57
2023-07-28 10:23:17,057 semantic_segmentation INFO: Iters: 22420/150000 || Lr: 0.017288 || Task Loss: 0.2934 || KD Loss: 0.1658|| 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: 20:40:23 || Estimated Time: 4 days, 21:38:19
2023-07-28 10:23:49,792 semantic_segmentation INFO: Iters: 22430/150000 || Lr: 0.017287 || Task Loss: 0.2635 || KD Loss: 0.1131|| 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: 20:40:56 || Estimated Time: 4 days, 21:37:43
2023-07-28 10:24:22,524 semantic_segmentation INFO: Iters: 22440/150000 || Lr: 0.017286 || Task Loss: 0.3274 || KD Loss: 0.1122|| 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: 20:41:29 || Estimated Time: 4 days, 21:37:07
2023-07-28 10:24:55,155 semantic_segmentation INFO: Iters: 22450/150000 || Lr: 0.017285 || Task Loss: 0.1972 || KD Loss: 0.0697|| 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: 20:42:02 || Estimated Time: 4 days, 21:36:31
2023-07-28 10:25:27,769 semantic_segmentation INFO: Iters: 22460/150000 || Lr: 0.017284 || Task Loss: 0.2561 || KD Loss: 0.0964|| 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: 20:42:34 || Estimated Time: 4 days, 21:35:54
2023-07-28 10:26:00,074 semantic_segmentation INFO: Iters: 22470/150000 || Lr: 0.017282 || Task Loss: 0.2934 || KD Loss: 0.1044|| 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: 20:43:06 || Estimated Time: 4 days, 21:35:16
2023-07-28 10:26:32,325 semantic_segmentation INFO: Iters: 22480/150000 || Lr: 0.017281 || Task Loss: 0.2804 || KD Loss: 0.0841|| 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: 20:43:39 || Estimated Time: 4 days, 21:34:38
2023-07-28 10:27:04,472 semantic_segmentation INFO: Iters: 22490/150000 || Lr: 0.017280 || Task Loss: 0.3095 || KD Loss: 0.0908|| 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: 20:44:11 || Estimated Time: 4 days, 21:33:59
2023-07-28 10:27:36,829 semantic_segmentation INFO: Iters: 22500/150000 || Lr: 0.017279 || Task Loss: 0.3201 || KD Loss: 0.1365|| 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: 20:44:43 || Estimated Time: 4 days, 21:33:21
2023-07-28 10:28:09,107 semantic_segmentation INFO: Iters: 22510/150000 || Lr: 0.017277 || Task Loss: 0.3069 || KD Loss: 0.1049|| 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: 20:45:15 || Estimated Time: 4 days, 21:32:42
2023-07-28 10:28:41,522 semantic_segmentation INFO: Iters: 22520/150000 || Lr: 0.017276 || Task Loss: 0.2730 || KD Loss: 0.0891|| 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: 20:45:48 || Estimated Time: 4 days, 21:32:05
2023-07-28 10:29:13,823 semantic_segmentation INFO: Iters: 22530/150000 || Lr: 0.017275 || Task Loss: 0.2289 || KD Loss: 0.0717|| 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: 20:46:20 || Estimated Time: 4 days, 21:31:27
2023-07-28 10:29:46,247 semantic_segmentation INFO: Iters: 22540/150000 || Lr: 0.017274 || Task Loss: 0.1962 || KD Loss: 0.0658|| 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: 20:46:53 || Estimated Time: 4 days, 21:30:49
2023-07-28 10:30:18,619 semantic_segmentation INFO: Iters: 22550/150000 || Lr: 0.017273 || Task Loss: 0.2139 || KD Loss: 0.0771|| 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: 20:47:25 || Estimated Time: 4 days, 21:30:11
2023-07-28 10:30:50,876 semantic_segmentation INFO: Iters: 22560/150000 || Lr: 0.017271 || Task Loss: 0.2176 || KD Loss: 0.0702|| 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: 20:47:57 || Estimated Time: 4 days, 21:29:33
2023-07-28 10:31:23,030 semantic_segmentation INFO: Iters: 22570/150000 || Lr: 0.017270 || Task Loss: 0.2484 || KD Loss: 0.0588|| 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: 20:48:29 || Estimated Time: 4 days, 21:28:54
2023-07-28 10:31:55,163 semantic_segmentation INFO: Iters: 22580/150000 || Lr: 0.017269 || Task Loss: 0.3168 || KD Loss: 0.0697|| 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: 20:49:02 || Estimated Time: 4 days, 21:28:14
2023-07-28 10:32:27,314 semantic_segmentation INFO: Iters: 22590/150000 || Lr: 0.017268 || Task Loss: 0.2803 || KD Loss: 0.0902|| 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: 20:49:34 || Estimated Time: 4 days, 21:27:35
2023-07-28 10:32:59,479 semantic_segmentation INFO: Iters: 22600/150000 || Lr: 0.017266 || Task Loss: 0.3216 || KD Loss: 0.0945|| 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: 20:50:06 || Estimated Time: 4 days, 21:26:56
2023-07-28 10:33:31,649 semantic_segmentation INFO: Iters: 22610/150000 || Lr: 0.017265 || Task Loss: 0.2479 || KD Loss: 0.0981|| 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: 20:50:38 || Estimated Time: 4 days, 21:26:17
2023-07-28 10:34:03,807 semantic_segmentation INFO: Iters: 22620/150000 || Lr: 0.017264 || Task Loss: 0.2560 || KD Loss: 0.0877|| 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: 20:51:10 || Estimated Time: 4 days, 21:25:38
2023-07-28 10:34:35,848 semantic_segmentation INFO: Iters: 22630/150000 || Lr: 0.017263 || Task Loss: 0.2191 || KD Loss: 0.0825|| 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: 20:51:42 || Estimated Time: 4 days, 21:24:59
2023-07-28 10:35:08,001 semantic_segmentation INFO: Iters: 22640/150000 || Lr: 0.017262 || Task Loss: 0.2616 || KD Loss: 0.0922|| 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: 20:52:14 || Estimated Time: 4 days, 21:24:20
2023-07-28 10:35:40,084 semantic_segmentation INFO: Iters: 22650/150000 || Lr: 0.017260 || Task Loss: 0.2594 || KD Loss: 0.0829|| 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: 20:52:46 || Estimated Time: 4 days, 21:23:41
2023-07-28 10:36:12,194 semantic_segmentation INFO: Iters: 22660/150000 || Lr: 0.017259 || Task Loss: 0.1896 || KD Loss: 0.0504|| 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: 20:53:19 || Estimated Time: 4 days, 21:23:01
2023-07-28 10:36:44,264 semantic_segmentation INFO: Iters: 22670/150000 || Lr: 0.017258 || Task Loss: 0.2292 || KD Loss: 0.0697|| 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: 20:53:51 || Estimated Time: 4 days, 21:22:22
2023-07-28 10:37:16,403 semantic_segmentation INFO: Iters: 22680/150000 || Lr: 0.017257 || Task Loss: 0.2313 || KD Loss: 0.0750|| 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: 20:54:23 || Estimated Time: 4 days, 21:21:43
2023-07-28 10:37:48,571 semantic_segmentation INFO: Iters: 22690/150000 || Lr: 0.017255 || Task Loss: 0.1912 || KD Loss: 0.0689|| 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: 20:54:55 || Estimated Time: 4 days, 21:21:04
2023-07-28 10:38:20,628 semantic_segmentation INFO: Iters: 22700/150000 || Lr: 0.017254 || Task Loss: 0.1709 || KD Loss: 0.0605|| 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: 20:55:27 || Estimated Time: 4 days, 21:20:25
2023-07-28 10:38:52,725 semantic_segmentation INFO: Iters: 22710/150000 || Lr: 0.017253 || Task Loss: 0.2607 || KD Loss: 0.0830|| 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: 20:55:59 || Estimated Time: 4 days, 21:19:45
2023-07-28 10:39:24,821 semantic_segmentation INFO: Iters: 22720/150000 || Lr: 0.017252 || Task Loss: 0.2207 || KD Loss: 0.0778|| 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: 20:56:31 || Estimated Time: 4 days, 21:19:06
2023-07-28 10:39:57,023 semantic_segmentation INFO: Iters: 22730/150000 || Lr: 0.017251 || Task Loss: 0.2885 || KD Loss: 0.0934|| 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: 20:57:03 || Estimated Time: 4 days, 21:18:27
2023-07-28 10:40:29,196 semantic_segmentation INFO: Iters: 22740/150000 || Lr: 0.017249 || Task Loss: 0.2480 || KD Loss: 0.0654|| 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: 20:57:36 || Estimated Time: 4 days, 21:17:48
2023-07-28 10:41:01,398 semantic_segmentation INFO: Iters: 22750/150000 || Lr: 0.017248 || Task Loss: 0.2156 || KD Loss: 0.0681|| 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: 20:58:08 || Estimated Time: 4 days, 21:17:10
2023-07-28 10:41:33,424 semantic_segmentation INFO: Iters: 22760/150000 || Lr: 0.017247 || Task Loss: 0.2684 || KD Loss: 0.0603|| 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: 20:58:40 || Estimated Time: 4 days, 21:16:30
2023-07-28 10:42:05,432 semantic_segmentation INFO: Iters: 22770/150000 || Lr: 0.017246 || Task Loss: 0.2573 || KD Loss: 0.0755|| 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: 20:59:12 || Estimated Time: 4 days, 21:15:50
2023-07-28 10:42:39,274 semantic_segmentation INFO: Iters: 22780/150000 || Lr: 0.017245 || Task Loss: 0.2414 || KD Loss: 0.0776|| 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: 20:59:46 || Estimated Time: 4 days, 21:15:21
2023-07-28 10:43:11,324 semantic_segmentation INFO: Iters: 22790/150000 || Lr: 0.017243 || Task Loss: 0.2321 || KD Loss: 0.1337|| 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: 21:00:18 || Estimated Time: 4 days, 21:14:42
2023-07-28 10:43:43,568 semantic_segmentation INFO: Iters: 22800/150000 || Lr: 0.017242 || Task Loss: 0.3359 || KD Loss: 0.0947|| 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: 21:00:50 || Estimated Time: 4 days, 21:14:03
2023-07-28 10:44:15,638 semantic_segmentation INFO: Iters: 22810/150000 || Lr: 0.017241 || Task Loss: 0.2982 || KD Loss: 0.0849|| 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: 21:01:22 || Estimated Time: 4 days, 21:13:24
2023-07-28 10:44:47,781 semantic_segmentation INFO: Iters: 22820/150000 || Lr: 0.017240 || Task Loss: 0.2252 || KD Loss: 0.0495|| 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: 21:01:54 || Estimated Time: 4 days, 21:12:45
2023-07-28 10:45:19,891 semantic_segmentation INFO: Iters: 22830/150000 || Lr: 0.017238 || Task Loss: 0.3228 || KD Loss: 0.0957|| 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: 21:02:26 || Estimated Time: 4 days, 21:12:05
2023-07-28 10:45:51,976 semantic_segmentation INFO: Iters: 22840/150000 || Lr: 0.017237 || Task Loss: 0.2066 || KD Loss: 0.0578|| 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: 21:02:58 || Estimated Time: 4 days, 21:11:26
2023-07-28 10:46:24,075 semantic_segmentation INFO: Iters: 22850/150000 || Lr: 0.017236 || Task Loss: 0.2322 || KD Loss: 0.0739|| 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: 21:03:30 || Estimated Time: 4 days, 21:10:47
2023-07-28 10:46:56,196 semantic_segmentation INFO: Iters: 22860/150000 || Lr: 0.017235 || Task Loss: 0.3309 || KD Loss: 0.1064|| 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: 21:04:03 || Estimated Time: 4 days, 21:10:08
2023-07-28 10:47:28,281 semantic_segmentation INFO: Iters: 22870/150000 || Lr: 0.017234 || Task Loss: 0.3492 || KD Loss: 0.1330|| 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: 21:04:35 || Estimated Time: 4 days, 21:09:29
2023-07-28 10:48:00,409 semantic_segmentation INFO: Iters: 22880/150000 || Lr: 0.017232 || Task Loss: 0.2287 || KD Loss: 0.0960|| 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: 21:05:07 || Estimated Time: 4 days, 21:08:50
2023-07-28 10:48:32,580 semantic_segmentation INFO: Iters: 22890/150000 || Lr: 0.017231 || Task Loss: 0.4159 || KD Loss: 0.1168|| 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: 21:05:39 || Estimated Time: 4 days, 21:08:11
2023-07-28 10:49:04,707 semantic_segmentation INFO: Iters: 22900/150000 || Lr: 0.017230 || Task Loss: 0.2189 || KD Loss: 0.0667|| 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: 21:06:11 || Estimated Time: 4 days, 21:07:32
2023-07-28 10:49:36,748 semantic_segmentation INFO: Iters: 22910/150000 || Lr: 0.017229 || Task Loss: 0.1697 || KD Loss: 0.0531|| 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: 21:06:43 || Estimated Time: 4 days, 21:06:52
2023-07-28 10:50:08,841 semantic_segmentation INFO: Iters: 22920/150000 || Lr: 0.017227 || Task Loss: 0.2487 || KD Loss: 0.0912|| 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: 21:07:15 || Estimated Time: 4 days, 21:06:13
2023-07-28 10:50:40,961 semantic_segmentation INFO: Iters: 22930/150000 || Lr: 0.017226 || Task Loss: 0.3005 || KD Loss: 0.1024|| 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: 21:07:47 || Estimated Time: 4 days, 21:05:34
2023-07-28 10:51:13,066 semantic_segmentation INFO: Iters: 22940/150000 || Lr: 0.017225 || Task Loss: 0.2132 || KD Loss: 0.0709|| 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: 21:08:19 || Estimated Time: 4 days, 21:04:55
2023-07-28 10:51:45,073 semantic_segmentation INFO: Iters: 22950/150000 || Lr: 0.017224 || Task Loss: 0.3056 || KD Loss: 0.0786|| 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: 21:08:51 || Estimated Time: 4 days, 21:04:16
2023-07-28 10:52:17,165 semantic_segmentation INFO: Iters: 22960/150000 || Lr: 0.017223 || Task Loss: 0.2998 || KD Loss: 0.1237|| 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: 21:09:24 || Estimated Time: 4 days, 21:03:36
2023-07-28 10:52:49,236 semantic_segmentation INFO: Iters: 22970/150000 || Lr: 0.017221 || Task Loss: 0.2033 || KD Loss: 0.0705|| 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: 21:09:56 || Estimated Time: 4 days, 21:02:57
2023-07-28 10:53:21,389 semantic_segmentation INFO: Iters: 22980/150000 || Lr: 0.017220 || Task Loss: 0.3260 || KD Loss: 0.1301|| 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: 21:10:28 || Estimated Time: 4 days, 21:02:18
2023-07-28 10:53:53,544 semantic_segmentation INFO: Iters: 22990/150000 || Lr: 0.017219 || Task Loss: 0.3003 || KD Loss: 0.1059|| 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: 21:11:00 || Estimated Time: 4 days, 21:01:40
2023-07-28 10:54:25,706 semantic_segmentation INFO: Iters: 23000/150000 || Lr: 0.017218 || Task Loss: 0.2048 || KD Loss: 0.0540|| 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: 21:11:32 || Estimated Time: 4 days, 21:01:01
2023-07-28 10:54:57,793 semantic_segmentation INFO: Iters: 23010/150000 || Lr: 0.017216 || Task Loss: 0.2498 || KD Loss: 0.0522|| 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: 21:12:04 || Estimated Time: 4 days, 21:00:22
2023-07-28 10:55:29,881 semantic_segmentation INFO: Iters: 23020/150000 || Lr: 0.017215 || Task Loss: 0.2872 || KD Loss: 0.0828|| 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: 21:12:36 || Estimated Time: 4 days, 20:59:43
2023-07-28 10:56:01,984 semantic_segmentation INFO: Iters: 23030/150000 || Lr: 0.017214 || Task Loss: 0.2253 || KD Loss: 0.0650|| 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: 21:13:08 || Estimated Time: 4 days, 20:59:04
2023-07-28 10:56:34,010 semantic_segmentation INFO: Iters: 23040/150000 || Lr: 0.017213 || Task Loss: 0.2642 || KD Loss: 0.0896|| 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: 21:13:40 || Estimated Time: 4 days, 20:58:24
2023-07-28 10:57:05,975 semantic_segmentation INFO: Iters: 23050/150000 || Lr: 0.017212 || Task Loss: 0.1872 || KD Loss: 0.0728|| 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: 21:14:12 || Estimated Time: 4 days, 20:57:44
2023-07-28 10:57:37,943 semantic_segmentation INFO: Iters: 23060/150000 || Lr: 0.017210 || Task Loss: 0.3457 || KD Loss: 0.1352|| 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: 21:14:44 || Estimated Time: 4 days, 20:57:05
2023-07-28 10:58:09,974 semantic_segmentation INFO: Iters: 23070/150000 || Lr: 0.017209 || Task Loss: 0.3131 || KD Loss: 0.0613|| 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: 21:15:16 || Estimated Time: 4 days, 20:56:25
2023-07-28 10:58:41,990 semantic_segmentation INFO: Iters: 23080/150000 || Lr: 0.017208 || Task Loss: 0.2416 || KD Loss: 0.0723|| 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: 21:15:48 || Estimated Time: 4 days, 20:55:46
2023-07-28 10:59:13,926 semantic_segmentation INFO: Iters: 23090/150000 || Lr: 0.017207 || Task Loss: 0.2635 || KD Loss: 0.0799|| 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: 21:16:20 || Estimated Time: 4 days, 20:55:06
2023-07-28 10:59:45,932 semantic_segmentation INFO: Iters: 23100/150000 || Lr: 0.017205 || Task Loss: 0.2575 || KD Loss: 0.1186|| 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: 21:16:52 || Estimated Time: 4 days, 20:54:26
2023-07-28 11:00:17,976 semantic_segmentation INFO: Iters: 23110/150000 || Lr: 0.017204 || Task Loss: 0.2696 || KD Loss: 0.1007|| 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: 21:17:24 || Estimated Time: 4 days, 20:53:47
2023-07-28 11:00:49,929 semantic_segmentation INFO: Iters: 23120/150000 || Lr: 0.017203 || Task Loss: 0.2674 || KD Loss: 0.0838|| 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: 21:17:56 || Estimated Time: 4 days, 20:53:07
2023-07-28 11:01:21,941 semantic_segmentation INFO: Iters: 23130/150000 || Lr: 0.017202 || Task Loss: 0.2206 || KD Loss: 0.0690|| 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: 21:18:28 || Estimated Time: 4 days, 20:52:28
2023-07-28 11:01:53,928 semantic_segmentation INFO: Iters: 23140/150000 || Lr: 0.017201 || Task Loss: 0.2857 || KD Loss: 0.0971|| 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: 21:19:00 || Estimated Time: 4 days, 20:51:48
2023-07-28 11:02:25,991 semantic_segmentation INFO: Iters: 23150/150000 || Lr: 0.017199 || Task Loss: 0.3347 || KD Loss: 0.0808|| 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: 21:19:32 || Estimated Time: 4 days, 20:51:09
2023-07-28 11:02:58,133 semantic_segmentation INFO: Iters: 23160/150000 || Lr: 0.017198 || Task Loss: 0.3461 || KD Loss: 0.1843|| 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: 21:20:04 || Estimated Time: 4 days, 20:50:30
2023-07-28 11:03:30,195 semantic_segmentation INFO: Iters: 23170/150000 || Lr: 0.017197 || Task Loss: 0.2762 || KD Loss: 0.0900|| 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: 21:20:37 || Estimated Time: 4 days, 20:49:51
2023-07-28 11:04:02,281 semantic_segmentation INFO: Iters: 23180/150000 || Lr: 0.017196 || Task Loss: 0.2498 || KD Loss: 0.0960|| 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: 21:21:09 || Estimated Time: 4 days, 20:49:12
2023-07-28 11:04:34,390 semantic_segmentation INFO: Iters: 23190/150000 || Lr: 0.017194 || Task Loss: 0.2221 || KD Loss: 0.0897|| 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: 21:21:41 || Estimated Time: 4 days, 20:48:33
2023-07-28 11:05:07,689 semantic_segmentation INFO: Iters: 23200/150000 || Lr: 0.017193 || Task Loss: 0.2096 || KD Loss: 0.1035|| 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: 21:22:14 || Estimated Time: 4 days, 20:48:00
2023-07-28 11:05:07,762 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 11:05:08,674 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.966, mIoU: 0.395
2023-07-28 11:05:08,779 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.969, mIoU: 0.488
2023-07-28 11:05:08,882 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.494
2023-07-28 11:05:08,985 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.519
2023-07-28 11:05:09,089 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.510
2023-07-28 11:05:09,193 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.968, mIoU: 0.515
2023-07-28 11:05:09,296 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.528
2023-07-28 11:05:09,400 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.570
2023-07-28 11:05:09,505 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.608
2023-07-28 11:05:09,609 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.961, mIoU: 0.655
2023-07-28 11:05:09,714 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.961, mIoU: 0.656
2023-07-28 11:05:09,818 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.672
2023-07-28 11:05:09,921 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.957, mIoU: 0.667
2023-07-28 11:05:10,027 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.952, mIoU: 0.653
2023-07-28 11:05:10,130 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.949, mIoU: 0.633
2023-07-28 11:05:10,234 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.947, mIoU: 0.625
2023-07-28 11:05:10,338 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.947, mIoU: 0.625
2023-07-28 11:05:10,440 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.947, mIoU: 0.631
2023-07-28 11:05:10,544 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.946, mIoU: 0.637
2023-07-28 11:05:10,648 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.645
2023-07-28 11:05:10,755 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.946, mIoU: 0.647
2023-07-28 11:05:10,859 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.944, mIoU: 0.668
2023-07-28 11:05:10,970 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-28 11:05:11,087 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-28 11:05:11,192 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.942, mIoU: 0.683
2023-07-28 11:05:11,298 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.942, mIoU: 0.683
2023-07-28 11:05:11,409 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.941, mIoU: 0.673
2023-07-28 11:05:11,520 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.940, mIoU: 0.668
2023-07-28 11:05:11,628 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.940, mIoU: 0.669
2023-07-28 11:05:11,736 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.666
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2023-07-28 11:05:11,949 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.939, mIoU: 0.662
2023-07-28 11:05:12,054 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.940, mIoU: 0.664
2023-07-28 11:05:12,160 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.665
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2023-07-28 11:05:12,684 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.939, mIoU: 0.658
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2023-07-28 11:05:13,210 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.941, mIoU: 0.661
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2023-07-28 11:05:14,077 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.669
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2023-07-28 11:05:14,411 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.939, mIoU: 0.672
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2023-07-28 11:05:14,729 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.940, mIoU: 0.678
2023-07-28 11:05:14,831 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.939, mIoU: 0.675
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2023-07-28 11:05:15,038 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.938, mIoU: 0.675
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2023-07-28 11:05:21,985 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.931, mIoU: 0.654
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2023-07-28 11:05:54,282 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.941, mIoU: 0.655
2023-07-28 11:05:54,397 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.941, mIoU: 0.655
2023-07-28 11:05:54,515 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.941, mIoU: 0.655
2023-07-28 11:05:54,624 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.941, mIoU: 0.655
2023-07-28 11:05:54,733 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.941, mIoU: 0.655
2023-07-28 11:05:54,844 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.941, mIoU: 0.655
2023-07-28 11:05:54,960 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.941, mIoU: 0.655
2023-07-28 11:05:55,070 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.941, mIoU: 0.654
2023-07-28 11:05:55,185 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.941, mIoU: 0.654
2023-07-28 11:05:55,292 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.941, mIoU: 0.654
2023-07-28 11:05:55,398 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.941, mIoU: 0.654
2023-07-28 11:05:55,505 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.941, mIoU: 0.654
2023-07-28 11:05:55,614 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.941, mIoU: 0.654
2023-07-28 11:05:55,727 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.942, mIoU: 0.655
2023-07-28 11:05:55,836 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.942, mIoU: 0.655
2023-07-28 11:05:55,944 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.942, mIoU: 0.655
2023-07-28 11:05:56,054 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.942, mIoU: 0.655
2023-07-28 11:05:56,166 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.942, mIoU: 0.655
2023-07-28 11:05:56,278 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.942, mIoU: 0.655
2023-07-28 11:05:56,389 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.942, mIoU: 0.655
2023-07-28 11:05:56,498 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.942, mIoU: 0.654
2023-07-28 11:05:56,607 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.942, mIoU: 0.654
2023-07-28 11:05:56,714 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.942, mIoU: 0.654
2023-07-28 11:05:56,820 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.942, mIoU: 0.654
2023-07-28 11:05:56,925 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.942, mIoU: 0.654
2023-07-28 11:05:57,029 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.942, mIoU: 0.654
2023-07-28 11:05:57,134 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.942, mIoU: 0.654
2023-07-28 11:05:57,241 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.942, mIoU: 0.654
2023-07-28 11:05:57,346 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.942, mIoU: 0.654
2023-07-28 11:05:57,451 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.942, mIoU: 0.654
2023-07-28 11:05:57,557 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.942, mIoU: 0.654
2023-07-28 11:05:57,665 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.942, mIoU: 0.656
2023-07-28 11:05:57,777 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.942, mIoU: 0.656
2023-07-28 11:05:57,887 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.942, mIoU: 0.656
2023-07-28 11:05:57,996 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.942, mIoU: 0.656
2023-07-28 11:05:58,107 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.942, mIoU: 0.656
2023-07-28 11:05:58,215 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.942, mIoU: 0.656
2023-07-28 11:05:58,327 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.942, mIoU: 0.656
2023-07-28 11:05:58,437 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-28 11:05:58,549 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-28 11:05:58,659 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-28 11:05:58,765 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-28 11:05:58,872 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-28 11:05:58,977 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.943, mIoU: 0.658
2023-07-28 11:05:59,092 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-28 11:05:59,206 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-28 11:05:59,317 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-28 11:05:59,431 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-28 11:05:59,541 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-28 11:05:59,652 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-28 11:05:59,764 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-28 11:05:59,876 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-28 11:05:59,991 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-28 11:06:00,105 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-28 11:06:00,212 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-28 11:06:00,322 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-28 11:06:00,431 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-28 11:06:00,543 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-28 11:06:00,660 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-28 11:06:00,772 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-28 11:06:00,882 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-28 11:06:00,991 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-28 11:06:01,098 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.943, mIoU: 0.658
2023-07-28 11:06:01,204 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.943, mIoU: 0.658
2023-07-28 11:06:01,311 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.943, mIoU: 0.658
2023-07-28 11:06:01,416 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.943, mIoU: 0.658
2023-07-28 11:06:01,521 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.944, mIoU: 0.658
2023-07-28 11:06:01,625 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.943, mIoU: 0.659
2023-07-28 11:06:01,730 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.944, mIoU: 0.659
2023-07-28 11:06:01,835 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.944, mIoU: 0.659
2023-07-28 11:06:01,939 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.944, mIoU: 0.659
2023-07-28 11:06:02,049 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.944, mIoU: 0.659
2023-07-28 11:06:02,153 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.944, mIoU: 0.659
2023-07-28 11:06:02,259 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.944, mIoU: 0.659
2023-07-28 11:06:02,363 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.944, mIoU: 0.659
2023-07-28 11:06:02,468 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.944, mIoU: 0.659
2023-07-28 11:06:02,575 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.944, mIoU: 0.659
2023-07-28 11:06:35,006 semantic_segmentation INFO: Iters: 23210/150000 || Lr: 0.017192 || Task Loss: 0.2271 || KD Loss: 0.0550|| 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: 21:23:41 || Estimated Time: 4 days, 20:52:23
2023-07-28 11:07:06,901 semantic_segmentation INFO: Iters: 23220/150000 || Lr: 0.017191 || Task Loss: 0.2204 || KD Loss: 0.0658|| 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: 21:24:13 || Estimated Time: 4 days, 20:51:43
2023-07-28 11:07:38,792 semantic_segmentation INFO: Iters: 23230/150000 || Lr: 0.017190 || Task Loss: 0.2088 || KD Loss: 0.0614|| 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: 21:24:45 || Estimated Time: 4 days, 20:51:03
2023-07-28 11:08:10,778 semantic_segmentation INFO: Iters: 23240/150000 || Lr: 0.017188 || Task Loss: 0.2469 || KD Loss: 0.0705|| 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: 21:25:17 || Estimated Time: 4 days, 20:50:23
2023-07-28 11:08:42,733 semantic_segmentation INFO: Iters: 23250/150000 || Lr: 0.017187 || Task Loss: 0.2317 || KD Loss: 0.1079|| 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: 21:25:49 || Estimated Time: 4 days, 20:49:43
2023-07-28 11:09:14,553 semantic_segmentation INFO: Iters: 23260/150000 || Lr: 0.017186 || Task Loss: 0.2816 || KD Loss: 0.0962|| 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: 21:26:21 || Estimated Time: 4 days, 20:49:03
2023-07-28 11:09:46,511 semantic_segmentation INFO: Iters: 23270/150000 || Lr: 0.017185 || Task Loss: 0.2294 || KD Loss: 0.0874|| 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: 21:26:53 || Estimated Time: 4 days, 20:48:23
2023-07-28 11:10:18,515 semantic_segmentation INFO: Iters: 23280/150000 || Lr: 0.017183 || Task Loss: 0.2764 || KD Loss: 0.0801|| 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: 21:27:25 || Estimated Time: 4 days, 20:47:43
2023-07-28 11:10:50,598 semantic_segmentation INFO: Iters: 23290/150000 || Lr: 0.017182 || Task Loss: 0.3656 || KD Loss: 0.1395|| 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: 21:27:57 || Estimated Time: 4 days, 20:47:04
2023-07-28 11:11:22,556 semantic_segmentation INFO: Iters: 23300/150000 || Lr: 0.017181 || Task Loss: 0.2478 || KD Loss: 0.0732|| 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: 21:28:29 || Estimated Time: 4 days, 20:46:24
2023-07-28 11:11:54,696 semantic_segmentation INFO: Iters: 23310/150000 || Lr: 0.017180 || Task Loss: 0.3865 || KD Loss: 0.1220|| 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: 21:29:01 || Estimated Time: 4 days, 20:45:45
2023-07-28 11:12:26,708 semantic_segmentation INFO: Iters: 23320/150000 || Lr: 0.017179 || Task Loss: 0.2114 || KD Loss: 0.0651|| 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: 21:29:33 || Estimated Time: 4 days, 20:45:06
2023-07-28 11:12:58,680 semantic_segmentation INFO: Iters: 23330/150000 || Lr: 0.017177 || Task Loss: 0.2868 || KD Loss: 0.0810|| 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: 21:30:05 || Estimated Time: 4 days, 20:44:26
2023-07-28 11:13:30,649 semantic_segmentation INFO: Iters: 23340/150000 || Lr: 0.017176 || Task Loss: 0.1897 || KD Loss: 0.0535|| 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: 21:30:37 || Estimated Time: 4 days, 20:43:46
2023-07-28 11:14:02,599 semantic_segmentation INFO: Iters: 23350/150000 || Lr: 0.017175 || Task Loss: 0.1915 || KD Loss: 0.0596|| 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: 21:31:09 || Estimated Time: 4 days, 20:43:07
2023-07-28 11:14:34,590 semantic_segmentation INFO: Iters: 23360/150000 || Lr: 0.017174 || Task Loss: 0.2949 || KD Loss: 0.0922|| 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: 21:31:41 || Estimated Time: 4 days, 20:42:27
2023-07-28 11:15:06,675 semantic_segmentation INFO: Iters: 23370/150000 || Lr: 0.017173 || Task Loss: 0.2597 || KD Loss: 0.0886|| 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: 21:32:13 || Estimated Time: 4 days, 20:41:48
2023-07-28 11:15:38,817 semantic_segmentation INFO: Iters: 23380/150000 || Lr: 0.017171 || Task Loss: 0.2886 || KD Loss: 0.0882|| 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: 21:32:45 || Estimated Time: 4 days, 20:41:09
2023-07-28 11:16:10,804 semantic_segmentation INFO: Iters: 23390/150000 || Lr: 0.017170 || Task Loss: 0.2430 || KD Loss: 0.0648|| 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: 21:33:17 || Estimated Time: 4 days, 20:40:29
2023-07-28 11:16:42,785 semantic_segmentation INFO: Iters: 23400/150000 || Lr: 0.017169 || Task Loss: 0.2884 || KD Loss: 0.1116|| 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: 21:33:49 || Estimated Time: 4 days, 20:39:50
2023-07-28 11:17:14,794 semantic_segmentation INFO: Iters: 23410/150000 || Lr: 0.017168 || Task Loss: 0.2205 || KD Loss: 0.0624|| 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: 21:34:21 || Estimated Time: 4 days, 20:39:10
2023-07-28 11:17:46,754 semantic_segmentation INFO: Iters: 23420/150000 || Lr: 0.017166 || Task Loss: 0.2274 || KD Loss: 0.0772|| 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: 21:34:53 || Estimated Time: 4 days, 20:38:31
2023-07-28 11:18:18,754 semantic_segmentation INFO: Iters: 23430/150000 || Lr: 0.017165 || Task Loss: 0.3409 || KD Loss: 0.1131|| 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: 21:35:25 || Estimated Time: 4 days, 20:37:51
2023-07-28 11:18:50,800 semantic_segmentation INFO: Iters: 23440/150000 || Lr: 0.017164 || Task Loss: 0.3066 || KD Loss: 0.1355|| 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: 21:35:57 || Estimated Time: 4 days, 20:37:12
2023-07-28 11:19:22,853 semantic_segmentation INFO: Iters: 23450/150000 || Lr: 0.017163 || Task Loss: 0.1974 || KD Loss: 0.0622|| 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: 21:36:29 || Estimated Time: 4 days, 20:36:33
2023-07-28 11:19:54,805 semantic_segmentation INFO: Iters: 23460/150000 || Lr: 0.017162 || Task Loss: 0.3302 || KD Loss: 0.1214|| 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: 21:37:01 || Estimated Time: 4 days, 20:35:53
2023-07-28 11:20:26,808 semantic_segmentation INFO: Iters: 23470/150000 || Lr: 0.017160 || Task Loss: 0.1944 || KD Loss: 0.0741|| 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: 21:37:33 || Estimated Time: 4 days, 20:35:13
2023-07-28 11:20:58,651 semantic_segmentation INFO: Iters: 23480/150000 || Lr: 0.017159 || Task Loss: 0.2007 || KD Loss: 0.1017|| 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: 21:38:05 || Estimated Time: 4 days, 20:34:33
2023-07-28 11:21:30,644 semantic_segmentation INFO: Iters: 23490/150000 || Lr: 0.017158 || Task Loss: 0.2361 || KD Loss: 0.1021|| 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: 21:38:37 || Estimated Time: 4 days, 20:33:53
2023-07-28 11:22:02,536 semantic_segmentation INFO: Iters: 23500/150000 || Lr: 0.017157 || Task Loss: 0.2376 || KD Loss: 0.0711|| 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: 21:39:09 || Estimated Time: 4 days, 20:33:13
2023-07-28 11:22:34,507 semantic_segmentation INFO: Iters: 23510/150000 || Lr: 0.017155 || Task Loss: 0.3034 || KD Loss: 0.1364|| 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: 21:39:41 || Estimated Time: 4 days, 20:32:34
2023-07-28 11:23:06,451 semantic_segmentation INFO: Iters: 23520/150000 || Lr: 0.017154 || Task Loss: 0.2047 || KD Loss: 0.0644|| 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: 21:40:13 || Estimated Time: 4 days, 20:31:54
2023-07-28 11:23:38,437 semantic_segmentation INFO: Iters: 23530/150000 || Lr: 0.017153 || Task Loss: 0.2823 || KD Loss: 0.1070|| 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: 21:40:45 || Estimated Time: 4 days, 20:31:15
2023-07-28 11:24:10,346 semantic_segmentation INFO: Iters: 23540/150000 || Lr: 0.017152 || Task Loss: 0.3226 || KD Loss: 0.0942|| 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: 21:41:17 || Estimated Time: 4 days, 20:30:35
2023-07-28 11:24:42,404 semantic_segmentation INFO: Iters: 23550/150000 || Lr: 0.017151 || Task Loss: 0.3042 || KD Loss: 0.0843|| 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: 21:41:49 || Estimated Time: 4 days, 20:29:55
2023-07-28 11:25:14,561 semantic_segmentation INFO: Iters: 23560/150000 || Lr: 0.017149 || Task Loss: 0.2054 || KD Loss: 0.0740|| 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: 21:42:21 || Estimated Time: 4 days, 20:29:17
2023-07-28 11:25:46,576 semantic_segmentation INFO: Iters: 23570/150000 || Lr: 0.017148 || Task Loss: 0.2294 || KD Loss: 0.0675|| 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: 21:42:53 || Estimated Time: 4 days, 20:28:37
2023-07-28 11:26:18,679 semantic_segmentation INFO: Iters: 23580/150000 || Lr: 0.017147 || Task Loss: 0.1936 || KD Loss: 0.0682|| 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: 21:43:25 || Estimated Time: 4 days, 20:27:59
2023-07-28 11:26:50,703 semantic_segmentation INFO: Iters: 23590/150000 || Lr: 0.017146 || Task Loss: 0.2191 || KD Loss: 0.0708|| 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: 21:43:57 || Estimated Time: 4 days, 20:27:19
2023-07-28 11:27:24,109 semantic_segmentation INFO: Iters: 23600/150000 || Lr: 0.017144 || Task Loss: 0.1401 || KD Loss: 0.0473|| 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: 21:44:30 || Estimated Time: 4 days, 20:26:47
2023-07-28 11:27:56,103 semantic_segmentation INFO: Iters: 23610/150000 || Lr: 0.017143 || Task Loss: 0.2265 || KD Loss: 0.0694|| 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: 21:45:02 || Estimated Time: 4 days, 20:26:08
2023-07-28 11:28:28,087 semantic_segmentation INFO: Iters: 23620/150000 || Lr: 0.017142 || Task Loss: 0.2478 || KD Loss: 0.0878|| 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: 21:45:34 || Estimated Time: 4 days, 20:25:29
2023-07-28 11:29:00,112 semantic_segmentation INFO: Iters: 23630/150000 || Lr: 0.017141 || Task Loss: 0.3084 || KD Loss: 0.1013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1340|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:46:06 || Estimated Time: 4 days, 20:24:49
2023-07-28 11:29:32,214 semantic_segmentation INFO: Iters: 23640/150000 || Lr: 0.017140 || Task Loss: 0.1967 || KD Loss: 0.0733|| 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: 21:46:39 || Estimated Time: 4 days, 20:24:10
2023-07-28 11:30:04,654 semantic_segmentation INFO: Iters: 23650/150000 || Lr: 0.017138 || Task Loss: 0.2338 || KD Loss: 0.0690|| 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: 21:47:11 || Estimated Time: 4 days, 20:23:34
2023-07-28 11:30:37,294 semantic_segmentation INFO: Iters: 23660/150000 || Lr: 0.017137 || Task Loss: 0.1969 || KD Loss: 0.0842|| 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: 21:47:44 || Estimated Time: 4 days, 20:22:57
2023-07-28 11:31:09,897 semantic_segmentation INFO: Iters: 23670/150000 || Lr: 0.017136 || Task Loss: 0.2004 || KD Loss: 0.0778|| 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: 21:48:16 || Estimated Time: 4 days, 20:22:21
2023-07-28 11:31:42,649 semantic_segmentation INFO: Iters: 23680/150000 || Lr: 0.017135 || Task Loss: 0.1925 || KD Loss: 0.0643|| 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: 21:48:49 || Estimated Time: 4 days, 20:21:46
2023-07-28 11:32:15,422 semantic_segmentation INFO: Iters: 23690/150000 || Lr: 0.017133 || Task Loss: 0.2910 || KD Loss: 0.0984|| 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: 21:49:22 || Estimated Time: 4 days, 20:21:11
2023-07-28 11:32:48,294 semantic_segmentation INFO: Iters: 23700/150000 || Lr: 0.017132 || Task Loss: 0.2557 || KD Loss: 0.0774|| 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: 21:49:55 || Estimated Time: 4 days, 20:20:36
2023-07-28 11:33:21,060 semantic_segmentation INFO: Iters: 23710/150000 || Lr: 0.017131 || Task Loss: 0.2866 || KD Loss: 0.0938|| 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: 21:50:27 || Estimated Time: 4 days, 20:20:01
2023-07-28 11:33:53,921 semantic_segmentation INFO: Iters: 23720/150000 || Lr: 0.017130 || Task Loss: 0.2586 || KD Loss: 0.0820|| 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: 21:51:00 || Estimated Time: 4 days, 20:19:26
2023-07-28 11:34:26,791 semantic_segmentation INFO: Iters: 23730/150000 || Lr: 0.017129 || Task Loss: 0.2914 || KD Loss: 0.1112|| 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: 21:51:33 || Estimated Time: 4 days, 20:18:51
2023-07-28 11:34:59,660 semantic_segmentation INFO: Iters: 23740/150000 || Lr: 0.017127 || Task Loss: 0.3351 || KD Loss: 0.1303|| 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: 21:52:06 || Estimated Time: 4 days, 20:18:17
2023-07-28 11:35:32,554 semantic_segmentation INFO: Iters: 23750/150000 || Lr: 0.017126 || Task Loss: 0.4298 || KD Loss: 0.1349|| 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: 21:52:39 || Estimated Time: 4 days, 20:17:42
2023-07-28 11:36:05,396 semantic_segmentation INFO: Iters: 23760/150000 || Lr: 0.017125 || Task Loss: 0.3001 || KD Loss: 0.1880|| 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: 21:53:12 || Estimated Time: 4 days, 20:17:07
2023-07-28 11:36:38,272 semantic_segmentation INFO: Iters: 23770/150000 || Lr: 0.017124 || Task Loss: 0.2413 || KD Loss: 0.0870|| 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: 21:53:45 || Estimated Time: 4 days, 20:16:32
2023-07-28 11:37:11,046 semantic_segmentation INFO: Iters: 23780/150000 || Lr: 0.017122 || Task Loss: 0.6143 || KD Loss: 0.2450|| 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: 21:54:17 || Estimated Time: 4 days, 20:15:57
2023-07-28 11:37:43,991 semantic_segmentation INFO: Iters: 23790/150000 || Lr: 0.017121 || Task Loss: 0.2347 || KD Loss: 0.1040|| 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: 21:54:50 || Estimated Time: 4 days, 20:15:23
2023-07-28 11:38:16,771 semantic_segmentation INFO: Iters: 23800/150000 || Lr: 0.017120 || Task Loss: 0.3298 || KD Loss: 0.1390|| 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: 21:55:23 || Estimated Time: 4 days, 20:14:48
2023-07-28 11:38:49,752 semantic_segmentation INFO: Iters: 23810/150000 || Lr: 0.017119 || Task Loss: 0.2789 || KD Loss: 0.1263|| 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: 21:55:56 || Estimated Time: 4 days, 20:14:14
2023-07-28 11:39:22,696 semantic_segmentation INFO: Iters: 23820/150000 || Lr: 0.017118 || Task Loss: 0.2937 || KD Loss: 0.0888|| 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: 21:56:29 || Estimated Time: 4 days, 20:13:39
2023-07-28 11:39:55,505 semantic_segmentation INFO: Iters: 23830/150000 || Lr: 0.017116 || Task Loss: 0.2004 || KD Loss: 0.0583|| 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: 21:57:02 || Estimated Time: 4 days, 20:13:04
2023-07-28 11:40:28,468 semantic_segmentation INFO: Iters: 23840/150000 || Lr: 0.017115 || Task Loss: 0.2667 || KD Loss: 0.0691|| 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: 21:57:35 || Estimated Time: 4 days, 20:12:30
2023-07-28 11:41:01,422 semantic_segmentation INFO: Iters: 23850/150000 || Lr: 0.017114 || Task Loss: 0.2586 || KD Loss: 0.0691|| 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: 21:58:08 || Estimated Time: 4 days, 20:11:56
2023-07-28 11:41:34,339 semantic_segmentation INFO: Iters: 23860/150000 || Lr: 0.017113 || Task Loss: 0.2803 || KD Loss: 0.0958|| 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: 21:58:41 || Estimated Time: 4 days, 20:11:21
2023-07-28 11:42:07,374 semantic_segmentation INFO: Iters: 23870/150000 || Lr: 0.017111 || Task Loss: 0.2729 || KD Loss: 0.0999|| 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: 21:59:14 || Estimated Time: 4 days, 20:10:47
2023-07-28 11:42:40,246 semantic_segmentation INFO: Iters: 23880/150000 || Lr: 0.017110 || Task Loss: 0.2429 || KD Loss: 0.0777|| 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: 21:59:47 || Estimated Time: 4 days, 20:10:13
2023-07-28 11:43:13,177 semantic_segmentation INFO: Iters: 23890/150000 || Lr: 0.017109 || Task Loss: 0.1891 || KD Loss: 0.0582|| 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: 22:00:20 || Estimated Time: 4 days, 20:09:38
2023-07-28 11:43:46,103 semantic_segmentation INFO: Iters: 23900/150000 || Lr: 0.017108 || Task Loss: 0.2378 || KD Loss: 0.0740|| 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: 22:00:52 || Estimated Time: 4 days, 20:09:04
2023-07-28 11:44:19,073 semantic_segmentation INFO: Iters: 23910/150000 || Lr: 0.017107 || Task Loss: 0.1964 || KD Loss: 0.0693|| 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: 22:01:25 || Estimated Time: 4 days, 20:08:30
2023-07-28 11:44:51,853 semantic_segmentation INFO: Iters: 23920/150000 || Lr: 0.017105 || Task Loss: 0.3620 || KD Loss: 0.1225|| 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: 22:01:58 || Estimated Time: 4 days, 20:07:55
2023-07-28 11:45:24,818 semantic_segmentation INFO: Iters: 23930/150000 || Lr: 0.017104 || Task Loss: 0.3948 || KD Loss: 0.1186|| 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: 22:02:31 || Estimated Time: 4 days, 20:07:20
2023-07-28 11:45:57,584 semantic_segmentation INFO: Iters: 23940/150000 || Lr: 0.017103 || Task Loss: 0.3240 || KD Loss: 0.1158|| 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: 22:03:04 || Estimated Time: 4 days, 20:06:45
2023-07-28 11:46:30,354 semantic_segmentation INFO: Iters: 23950/150000 || Lr: 0.017102 || Task Loss: 0.2444 || KD Loss: 0.0875|| 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: 22:03:37 || Estimated Time: 4 days, 20:06:10
2023-07-28 11:47:03,117 semantic_segmentation INFO: Iters: 23960/150000 || Lr: 0.017100 || Task Loss: 0.3225 || KD Loss: 0.0773|| 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: 22:04:09 || Estimated Time: 4 days, 20:05:35
2023-07-28 11:47:35,889 semantic_segmentation INFO: Iters: 23970/150000 || Lr: 0.017099 || Task Loss: 0.3629 || KD Loss: 0.1084|| 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: 22:04:42 || Estimated Time: 4 days, 20:05:00
2023-07-28 11:48:08,647 semantic_segmentation INFO: Iters: 23980/150000 || Lr: 0.017098 || Task Loss: 0.2121 || KD Loss: 0.0840|| 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: 22:05:15 || Estimated Time: 4 days, 20:04:24
2023-07-28 11:48:41,425 semantic_segmentation INFO: Iters: 23990/150000 || Lr: 0.017097 || Task Loss: 0.2237 || KD Loss: 0.0606|| 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: 22:05:48 || Estimated Time: 4 days, 20:03:49
2023-07-28 11:49:14,065 semantic_segmentation INFO: Iters: 24000/150000 || Lr: 0.017096 || Task Loss: 0.2907 || KD Loss: 0.0870|| 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: 22:06:20 || Estimated Time: 4 days, 20:03:14
2023-07-28 11:49:14,131 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 11:49:14,909 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.965, mIoU: 0.398
2023-07-28 11:49:15,108 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.966, mIoU: 0.463
2023-07-28 11:49:15,218 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.968, mIoU: 0.470
2023-07-28 11:49:15,335 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.500
2023-07-28 11:49:15,454 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.495
2023-07-28 11:49:15,563 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.968, mIoU: 0.500
2023-07-28 11:49:15,670 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.501
2023-07-28 11:49:15,781 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.546
2023-07-28 11:49:15,894 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.588
2023-07-28 11:49:16,004 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.629
2023-07-28 11:49:16,114 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.641
2023-07-28 11:49:16,222 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.649
2023-07-28 11:49:16,329 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.957, mIoU: 0.641
2023-07-28 11:49:16,435 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.625
2023-07-28 11:49:16,541 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.952, mIoU: 0.632
2023-07-28 11:49:16,646 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.622
2023-07-28 11:49:16,755 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.948, mIoU: 0.624
2023-07-28 11:49:16,861 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.948, mIoU: 0.625
2023-07-28 11:49:16,972 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.947, mIoU: 0.634
2023-07-28 11:49:17,089 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.642
2023-07-28 11:49:17,197 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.947, mIoU: 0.643
2023-07-28 11:49:17,304 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.945, mIoU: 0.657
2023-07-28 11:49:17,412 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.945, mIoU: 0.658
2023-07-28 11:49:17,526 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.945, mIoU: 0.668
2023-07-28 11:49:17,635 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-28 11:49:17,743 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-28 11:49:17,850 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.941, mIoU: 0.664
2023-07-28 11:49:17,955 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-28 11:49:18,060 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.939, mIoU: 0.661
2023-07-28 11:49:18,165 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.662
2023-07-28 11:49:18,269 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.939, mIoU: 0.662
2023-07-28 11:49:18,374 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.659
2023-07-28 11:49:18,480 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.661
2023-07-28 11:49:18,584 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.661
2023-07-28 11:49:18,689 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-28 11:49:18,795 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.939, mIoU: 0.657
2023-07-28 11:49:18,901 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-28 11:49:19,006 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.938, mIoU: 0.653
2023-07-28 11:49:19,109 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.649
2023-07-28 11:49:19,215 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.938, mIoU: 0.649
2023-07-28 11:49:19,324 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.939, mIoU: 0.651
2023-07-28 11:49:19,435 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.939, mIoU: 0.650
2023-07-28 11:49:19,556 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.940, mIoU: 0.652
2023-07-28 11:49:19,664 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.940, mIoU: 0.653
2023-07-28 11:49:19,773 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.940, mIoU: 0.651
2023-07-28 11:49:19,878 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.941, mIoU: 0.650
2023-07-28 11:49:19,984 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.941, mIoU: 0.650
2023-07-28 11:49:20,090 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.942, mIoU: 0.649
2023-07-28 11:49:20,193 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.942, mIoU: 0.654
2023-07-28 11:49:20,298 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.942, mIoU: 0.654
2023-07-28 11:49:20,403 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-28 11:49:20,506 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-28 11:49:20,610 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.940, mIoU: 0.662
2023-07-28 11:49:20,716 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-28 11:49:20,819 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.938, mIoU: 0.661
2023-07-28 11:49:20,922 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.937, mIoU: 0.666
2023-07-28 11:49:21,025 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.938, mIoU: 0.667
2023-07-28 11:49:21,130 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.938, mIoU: 0.674
2023-07-28 11:49:21,234 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.672
2023-07-28 11:49:21,345 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.937, mIoU: 0.670
2023-07-28 11:49:21,448 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.936, mIoU: 0.674
2023-07-28 11:49:21,552 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.937, mIoU: 0.676
2023-07-28 11:49:21,657 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.936, mIoU: 0.676
2023-07-28 11:49:21,761 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.937, mIoU: 0.678
2023-07-28 11:49:21,864 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.936, mIoU: 0.679
2023-07-28 11:49:21,969 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.935, mIoU: 0.678
2023-07-28 11:49:22,073 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.934, mIoU: 0.677
2023-07-28 11:49:22,178 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.933, mIoU: 0.675
2023-07-28 11:49:22,287 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.933, mIoU: 0.674
2023-07-28 11:49:22,395 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.933, mIoU: 0.674
2023-07-28 11:49:22,507 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.674
2023-07-28 11:49:22,627 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.934, mIoU: 0.672
2023-07-28 11:49:22,738 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.934, mIoU: 0.669
2023-07-28 11:49:22,848 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.934, mIoU: 0.669
2023-07-28 11:49:22,959 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.934, mIoU: 0.670
2023-07-28 11:49:23,070 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.934, mIoU: 0.670
2023-07-28 11:49:23,176 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.934, mIoU: 0.670
2023-07-28 11:49:23,283 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.934, mIoU: 0.670
2023-07-28 11:49:23,389 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.934, mIoU: 0.670
2023-07-28 11:49:23,498 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.935, mIoU: 0.672
2023-07-28 11:49:23,608 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.935, mIoU: 0.673
2023-07-28 11:49:23,712 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.935, mIoU: 0.673
2023-07-28 11:49:23,817 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.935, mIoU: 0.672
2023-07-28 11:49:23,923 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.934, mIoU: 0.671
2023-07-28 11:49:24,028 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.932, mIoU: 0.668
2023-07-28 11:49:24,136 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.932, mIoU: 0.668
2023-07-28 11:49:24,248 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.932, mIoU: 0.668
2023-07-28 11:49:24,363 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.932, mIoU: 0.668
2023-07-28 11:49:24,478 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.932, mIoU: 0.669
2023-07-28 11:49:24,590 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.933, mIoU: 0.668
2023-07-28 11:49:24,704 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.933, mIoU: 0.670
2023-07-28 11:49:24,815 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.932, mIoU: 0.678
2023-07-28 11:49:24,926 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-28 11:49:25,035 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-28 11:49:25,145 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.934, mIoU: 0.678
2023-07-28 11:49:25,252 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-28 11:49:25,367 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-28 11:49:25,484 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-28 11:49:25,596 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-28 11:49:25,705 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.932, mIoU: 0.680
2023-07-28 11:49:25,815 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.932, mIoU: 0.680
2023-07-28 11:49:25,924 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.931, mIoU: 0.679
2023-07-28 11:49:26,038 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.931, mIoU: 0.679
2023-07-28 11:49:26,152 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.932, mIoU: 0.679
2023-07-28 11:49:26,263 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.932, mIoU: 0.679
2023-07-28 11:49:26,373 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.932, mIoU: 0.679
2023-07-28 11:49:26,483 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.932, mIoU: 0.679
2023-07-28 11:49:26,593 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.932, mIoU: 0.679
2023-07-28 11:49:26,703 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.932, mIoU: 0.678
2023-07-28 11:49:26,817 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.932, mIoU: 0.677
2023-07-28 11:49:26,932 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.932, mIoU: 0.678
2023-07-28 11:49:27,041 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.931, mIoU: 0.677
2023-07-28 11:49:27,153 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.932, mIoU: 0.677
2023-07-28 11:49:27,263 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.932, mIoU: 0.677
2023-07-28 11:49:27,377 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.932, mIoU: 0.677
2023-07-28 11:49:27,487 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.932, mIoU: 0.677
2023-07-28 11:49:27,593 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.932, mIoU: 0.679
2023-07-28 11:49:27,700 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.932, mIoU: 0.680
2023-07-28 11:49:27,808 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.932, mIoU: 0.680
2023-07-28 11:49:27,916 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.932, mIoU: 0.680
2023-07-28 11:49:28,029 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.933, mIoU: 0.680
2023-07-28 11:49:28,146 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.932, mIoU: 0.680
2023-07-28 11:49:28,256 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.932, mIoU: 0.680
2023-07-28 11:49:28,364 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.932, mIoU: 0.679
2023-07-28 11:49:28,477 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.932, mIoU: 0.680
2023-07-28 11:49:28,591 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.932, mIoU: 0.685
2023-07-28 11:49:28,704 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.932, mIoU: 0.687
2023-07-28 11:49:28,817 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.933, mIoU: 0.688
2023-07-28 11:49:28,927 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.932, mIoU: 0.686
2023-07-28 11:49:29,038 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.933, mIoU: 0.687
2023-07-28 11:49:29,146 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.933, mIoU: 0.687
2023-07-28 11:49:29,256 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.933, mIoU: 0.687
2023-07-28 11:49:29,370 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.933, mIoU: 0.686
2023-07-28 11:49:29,478 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.934, mIoU: 0.686
2023-07-28 11:49:29,586 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.934, mIoU: 0.683
2023-07-28 11:49:29,698 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.934, mIoU: 0.683
2023-07-28 11:49:29,813 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.934, mIoU: 0.683
2023-07-28 11:49:29,925 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.934, mIoU: 0.680
2023-07-28 11:49:30,037 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.934, mIoU: 0.682
2023-07-28 11:49:30,147 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.934, mIoU: 0.683
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2023-07-28 11:49:51,641 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.935, mIoU: 0.669
2023-07-28 11:49:51,750 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.935, mIoU: 0.669
2023-07-28 11:49:51,858 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.935, mIoU: 0.669
2023-07-28 11:49:51,965 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.935, mIoU: 0.669
2023-07-28 11:49:52,071 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.935, mIoU: 0.669
2023-07-28 11:49:52,177 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.936, mIoU: 0.669
2023-07-28 11:49:52,283 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.936, mIoU: 0.669
2023-07-28 11:49:52,394 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.936, mIoU: 0.669
2023-07-28 11:49:52,511 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.936, mIoU: 0.669
2023-07-28 11:49:52,618 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.936, mIoU: 0.669
2023-07-28 11:49:52,724 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.936, mIoU: 0.669
2023-07-28 11:49:52,836 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.936, mIoU: 0.669
2023-07-28 11:49:52,952 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.936, mIoU: 0.669
2023-07-28 11:49:53,069 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.936, mIoU: 0.670
2023-07-28 11:49:53,180 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.936, mIoU: 0.670
2023-07-28 11:49:53,290 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.936, mIoU: 0.670
2023-07-28 11:49:53,400 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.937, mIoU: 0.670
2023-07-28 11:49:53,505 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.937, mIoU: 0.670
2023-07-28 11:49:53,609 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.936, mIoU: 0.670
2023-07-28 11:49:53,714 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.937, mIoU: 0.670
2023-07-28 11:49:53,821 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.937, mIoU: 0.670
2023-07-28 11:49:53,928 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.937, mIoU: 0.670
2023-07-28 11:49:54,041 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.937, mIoU: 0.670
2023-07-28 11:49:54,158 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.937, mIoU: 0.670
2023-07-28 11:49:54,266 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.937, mIoU: 0.670
2023-07-28 11:49:54,375 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.937, mIoU: 0.671
2023-07-28 11:49:54,484 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.937, mIoU: 0.671
2023-07-28 11:49:54,595 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.937, mIoU: 0.671
2023-07-28 11:49:54,703 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.937, mIoU: 0.671
2023-07-28 11:49:54,814 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.937, mIoU: 0.671
2023-07-28 11:49:54,920 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.937, mIoU: 0.671
2023-07-28 11:49:55,028 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.937, mIoU: 0.671
2023-07-28 11:49:55,133 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.937, mIoU: 0.670
2023-07-28 11:49:55,238 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.937, mIoU: 0.670
2023-07-28 11:49:55,345 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.938, mIoU: 0.670
2023-07-28 11:49:55,450 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.938, mIoU: 0.670
2023-07-28 11:49:55,556 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-28 11:49:55,661 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-28 11:49:55,767 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.938, mIoU: 0.670
2023-07-28 11:49:55,874 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-28 11:49:55,982 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.938, mIoU: 0.670
2023-07-28 11:49:56,098 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-28 11:49:56,221 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.938, mIoU: 0.670
2023-07-28 11:49:56,335 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-28 11:49:56,449 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-28 11:49:56,558 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-28 11:49:56,670 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-28 11:49:56,775 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-28 11:49:56,880 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.938, mIoU: 0.672
2023-07-28 11:49:56,986 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-28 11:49:57,094 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-28 11:49:57,201 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.938, mIoU: 0.672
2023-07-28 11:49:57,314 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-28 11:49:57,432 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-28 11:49:57,542 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-28 11:49:57,652 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-28 11:49:57,768 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-28 11:49:57,889 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-28 11:49:58,003 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-28 11:49:58,118 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-28 11:49:58,228 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-28 11:49:58,339 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-28 11:49:58,454 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-28 11:49:58,563 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-28 11:49:58,671 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-28 11:49:58,782 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-28 11:49:58,894 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-28 11:49:59,008 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.940, mIoU: 0.672
2023-07-28 11:49:59,121 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.940, mIoU: 0.672
2023-07-28 11:49:59,227 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.940, mIoU: 0.672
2023-07-28 11:49:59,331 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.940, mIoU: 0.673
2023-07-28 11:49:59,436 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.940, mIoU: 0.673
2023-07-28 11:49:59,541 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.940, mIoU: 0.673
2023-07-28 11:49:59,647 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.940, mIoU: 0.673
2023-07-28 11:49:59,753 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.940, mIoU: 0.673
2023-07-28 11:49:59,863 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.940, mIoU: 0.673
2023-07-28 11:49:59,976 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.940, mIoU: 0.673
2023-07-28 11:50:00,093 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.940, mIoU: 0.673
2023-07-28 11:50:00,206 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.940, mIoU: 0.673
2023-07-28 11:50:00,316 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.940, mIoU: 0.673
2023-07-28 11:50:00,429 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.940, mIoU: 0.673
2023-07-28 11:50:00,541 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.940, mIoU: 0.674
2023-07-28 11:50:00,656 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.940, mIoU: 0.674
2023-07-28 11:50:00,769 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.940, mIoU: 0.674
2023-07-28 11:50:00,876 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.940, mIoU: 0.674
2023-07-28 11:50:00,983 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.940, mIoU: 0.674
2023-07-28 11:50:01,089 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.940, mIoU: 0.675
2023-07-28 11:50:01,201 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.941, mIoU: 0.675
2023-07-28 11:50:01,316 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.941, mIoU: 0.675
2023-07-28 11:50:01,428 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.941, mIoU: 0.675
2023-07-28 11:50:01,538 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.941, mIoU: 0.675
2023-07-28 11:50:01,649 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.941, mIoU: 0.675
2023-07-28 11:50:01,759 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.941, mIoU: 0.675
2023-07-28 11:50:01,871 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.941, mIoU: 0.675
2023-07-28 11:50:01,981 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.941, mIoU: 0.675
2023-07-28 11:50:02,088 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.941, mIoU: 0.675
2023-07-28 11:50:02,197 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.941, mIoU: 0.674
2023-07-28 11:50:02,303 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.941, mIoU: 0.674
2023-07-28 11:50:02,409 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.941, mIoU: 0.674
2023-07-28 11:50:02,514 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.941, mIoU: 0.674
2023-07-28 11:50:02,620 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.941, mIoU: 0.674
2023-07-28 11:50:02,725 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.941, mIoU: 0.674
2023-07-28 11:50:02,829 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.941, mIoU: 0.674
2023-07-28 11:50:02,936 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.941, mIoU: 0.674
2023-07-28 11:50:03,045 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.941, mIoU: 0.674
2023-07-28 11:50:03,153 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.941, mIoU: 0.674
2023-07-28 11:50:03,267 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.942, mIoU: 0.674
2023-07-28 11:50:03,388 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.942, mIoU: 0.674
2023-07-28 11:50:03,502 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.942, mIoU: 0.674
2023-07-28 11:50:03,615 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.942, mIoU: 0.674
2023-07-28 11:50:03,729 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-28 11:50:03,839 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-28 11:50:03,946 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-28 11:50:04,054 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-28 11:50:04,161 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-28 11:50:04,278 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-28 11:50:04,395 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-28 11:50:04,507 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-28 11:50:04,615 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.942, mIoU: 0.674
2023-07-28 11:50:04,729 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-28 11:50:04,844 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-28 11:50:04,961 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.942, mIoU: 0.676
2023-07-28 11:50:05,075 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.942, mIoU: 0.676
2023-07-28 11:50:05,183 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.942, mIoU: 0.676
2023-07-28 11:50:05,293 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.942, mIoU: 0.676
2023-07-28 11:50:05,401 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.942, mIoU: 0.677
2023-07-28 11:50:05,517 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.942, mIoU: 0.677
2023-07-28 11:50:05,637 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.942, mIoU: 0.677
2023-07-28 11:50:05,749 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.943, mIoU: 0.677
2023-07-28 11:50:05,860 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.943, mIoU: 0.677
2023-07-28 11:50:05,970 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.943, mIoU: 0.677
2023-07-28 11:50:06,079 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.943, mIoU: 0.678
2023-07-28 11:50:06,185 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.943, mIoU: 0.678
2023-07-28 11:50:06,292 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.942, mIoU: 0.677
2023-07-28 11:50:06,397 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.942, mIoU: 0.677
2023-07-28 11:50:06,502 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.942, mIoU: 0.677
2023-07-28 11:50:06,607 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.942, mIoU: 0.677
2023-07-28 11:50:06,713 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.942, mIoU: 0.677
2023-07-28 11:50:06,819 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.942, mIoU: 0.677
2023-07-28 11:50:06,942 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.943, mIoU: 0.677
2023-07-28 11:50:07,058 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.943, mIoU: 0.677
2023-07-28 11:50:07,177 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.943, mIoU: 0.677
2023-07-28 11:50:07,296 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.943, mIoU: 0.677
2023-07-28 11:50:07,414 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.943, mIoU: 0.677
2023-07-28 11:50:07,534 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.943, mIoU: 0.677
2023-07-28 11:50:07,649 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.943, mIoU: 0.677
2023-07-28 11:50:07,762 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.943, mIoU: 0.677
2023-07-28 11:50:07,875 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.943, mIoU: 0.677
2023-07-28 11:50:07,989 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.943, mIoU: 0.677
2023-07-28 11:50:08,100 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.943, mIoU: 0.678
2023-07-28 11:50:08,214 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.943, mIoU: 0.678
2023-07-28 11:50:08,327 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.943, mIoU: 0.678
2023-07-28 11:50:08,439 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.943, mIoU: 0.678
2023-07-28 11:50:08,551 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-28 11:50:08,661 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-28 11:50:08,771 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-28 11:50:08,884 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-28 11:50:08,995 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-28 11:50:09,105 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-28 11:50:09,215 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.943, mIoU: 0.680
2023-07-28 11:50:09,327 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.943, mIoU: 0.680
2023-07-28 11:50:09,438 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.943, mIoU: 0.680
2023-07-28 11:50:09,548 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.943, mIoU: 0.680
2023-07-28 11:50:09,660 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.943, mIoU: 0.680
2023-07-28 11:50:09,772 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.943, mIoU: 0.680
2023-07-28 11:50:09,880 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.943, mIoU: 0.680
2023-07-28 11:50:44,018 semantic_segmentation INFO: Iters: 24010/150000 || Lr: 0.017094 || Task Loss: 0.3112 || KD Loss: 0.1001|| 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: 22:07:50 || Estimated Time: 4 days, 20:07:38
2023-07-28 11:51:16,709 semantic_segmentation INFO: Iters: 24020/150000 || Lr: 0.017093 || Task Loss: 0.2472 || KD Loss: 0.0654|| 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: 22:08:23 || Estimated Time: 4 days, 20:07:02
2023-07-28 11:51:49,312 semantic_segmentation INFO: Iters: 24030/150000 || Lr: 0.017092 || Task Loss: 0.2602 || KD Loss: 0.1092|| 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: 22:08:56 || Estimated Time: 4 days, 20:06:26
2023-07-28 11:52:22,020 semantic_segmentation INFO: Iters: 24040/150000 || Lr: 0.017091 || Task Loss: 0.2611 || KD Loss: 0.1092|| 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: 22:09:28 || Estimated Time: 4 days, 20:05:51
2023-07-28 11:52:54,732 semantic_segmentation INFO: Iters: 24050/150000 || Lr: 0.017089 || Task Loss: 0.4184 || KD Loss: 0.1708|| 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: 22:10:01 || Estimated Time: 4 days, 20:05:15
2023-07-28 11:53:27,507 semantic_segmentation INFO: Iters: 24060/150000 || Lr: 0.017088 || Task Loss: 0.1574 || KD Loss: 0.0588|| 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: 22:10:34 || Estimated Time: 4 days, 20:04:40
2023-07-28 11:54:00,325 semantic_segmentation INFO: Iters: 24070/150000 || Lr: 0.017087 || Task Loss: 0.2245 || KD Loss: 0.0809|| 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: 22:11:07 || Estimated Time: 4 days, 20:04:04
2023-07-28 11:54:33,348 semantic_segmentation INFO: Iters: 24080/150000 || Lr: 0.017086 || Task Loss: 0.2908 || KD Loss: 0.0945|| 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: 22:11:40 || Estimated Time: 4 days, 20:03:30
2023-07-28 11:55:06,227 semantic_segmentation INFO: Iters: 24090/150000 || Lr: 0.017085 || Task Loss: 0.2453 || KD Loss: 0.0572|| 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: 22:12:13 || Estimated Time: 4 days, 20:02:56
2023-07-28 11:55:39,094 semantic_segmentation INFO: Iters: 24100/150000 || Lr: 0.017083 || Task Loss: 0.2392 || KD Loss: 0.0618|| 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: 22:12:45 || Estimated Time: 4 days, 20:02:21
2023-07-28 11:56:12,116 semantic_segmentation INFO: Iters: 24110/150000 || Lr: 0.017082 || Task Loss: 0.3581 || KD Loss: 0.1072|| 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: 22:13:18 || Estimated Time: 4 days, 20:01:47
2023-07-28 11:56:45,028 semantic_segmentation INFO: Iters: 24120/150000 || Lr: 0.017081 || Task Loss: 0.2209 || KD Loss: 0.0877|| 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: 22:13:51 || Estimated Time: 4 days, 20:01:12
2023-07-28 11:57:17,911 semantic_segmentation INFO: Iters: 24130/150000 || Lr: 0.017080 || Task Loss: 0.2651 || KD Loss: 0.0756|| 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: 22:14:24 || Estimated Time: 4 days, 20:00:38
2023-07-28 11:57:50,873 semantic_segmentation INFO: Iters: 24140/150000 || Lr: 0.017079 || Task Loss: 0.2182 || KD Loss: 0.0725|| 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: 22:14:57 || Estimated Time: 4 days, 20:00:03
2023-07-28 11:58:23,844 semantic_segmentation INFO: Iters: 24150/150000 || Lr: 0.017077 || Task Loss: 0.2493 || KD Loss: 0.0713|| 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: 22:15:30 || Estimated Time: 4 days, 19:59:29
2023-07-28 11:58:56,824 semantic_segmentation INFO: Iters: 24160/150000 || Lr: 0.017076 || Task Loss: 0.2257 || KD Loss: 0.0631|| 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: 22:16:03 || Estimated Time: 4 days, 19:58:55
2023-07-28 11:59:29,782 semantic_segmentation INFO: Iters: 24170/150000 || Lr: 0.017075 || Task Loss: 0.3032 || KD Loss: 0.0874|| 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: 22:16:36 || Estimated Time: 4 days, 19:58:20
2023-07-28 12:00:02,841 semantic_segmentation INFO: Iters: 24180/150000 || Lr: 0.017074 || Task Loss: 0.2128 || KD Loss: 0.1086|| 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: 22:17:09 || Estimated Time: 4 days, 19:57:47
2023-07-28 12:00:35,931 semantic_segmentation INFO: Iters: 24190/150000 || Lr: 0.017072 || Task Loss: 0.2533 || KD Loss: 0.0964|| 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: 22:17:42 || Estimated Time: 4 days, 19:57:13
2023-07-28 12:01:08,903 semantic_segmentation INFO: Iters: 24200/150000 || Lr: 0.017071 || Task Loss: 0.2320 || KD Loss: 0.0624|| 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: 22:18:15 || Estimated Time: 4 days, 19:56:39
2023-07-28 12:01:41,884 semantic_segmentation INFO: Iters: 24210/150000 || Lr: 0.017070 || Task Loss: 0.3184 || KD Loss: 0.1410|| 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: 22:18:48 || Estimated Time: 4 days, 19:56:05
2023-07-28 12:02:15,047 semantic_segmentation INFO: Iters: 24220/150000 || Lr: 0.017069 || Task Loss: 0.2427 || KD Loss: 0.0804|| 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: 22:19:21 || Estimated Time: 4 days, 19:55:31
2023-07-28 12:02:48,026 semantic_segmentation INFO: Iters: 24230/150000 || Lr: 0.017068 || Task Loss: 0.2771 || KD Loss: 0.1135|| 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: 22:19:54 || Estimated Time: 4 days, 19:54:57
2023-07-28 12:03:20,792 semantic_segmentation INFO: Iters: 24240/150000 || Lr: 0.017066 || Task Loss: 0.2792 || KD Loss: 0.0930|| 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: 22:20:27 || Estimated Time: 4 days, 19:54:22
2023-07-28 12:03:53,762 semantic_segmentation INFO: Iters: 24250/150000 || Lr: 0.017065 || Task Loss: 0.2700 || KD Loss: 0.0878|| 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: 22:21:00 || Estimated Time: 4 days, 19:53:47
2023-07-28 12:04:26,534 semantic_segmentation INFO: Iters: 24260/150000 || Lr: 0.017064 || Task Loss: 0.2327 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:21:33 || Estimated Time: 4 days, 19:53:12
2023-07-28 12:04:59,305 semantic_segmentation INFO: Iters: 24270/150000 || Lr: 0.017063 || Task Loss: 0.2651 || KD Loss: 0.0852|| 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: 22:22:06 || Estimated Time: 4 days, 19:52:37
2023-07-28 12:05:32,062 semantic_segmentation INFO: Iters: 24280/150000 || Lr: 0.017061 || Task Loss: 0.1666 || KD Loss: 0.0613|| 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: 22:22:38 || Estimated Time: 4 days, 19:52:02
2023-07-28 12:06:04,828 semantic_segmentation INFO: Iters: 24290/150000 || Lr: 0.017060 || Task Loss: 0.3149 || KD Loss: 0.1072|| 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: 22:23:11 || Estimated Time: 4 days, 19:51:26
2023-07-28 12:06:37,580 semantic_segmentation INFO: Iters: 24300/150000 || Lr: 0.017059 || Task Loss: 0.2341 || KD Loss: 0.1046|| 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: 22:23:44 || Estimated Time: 4 days, 19:50:51
2023-07-28 12:07:10,489 semantic_segmentation INFO: Iters: 24310/150000 || Lr: 0.017058 || Task Loss: 0.2194 || KD Loss: 0.0657|| 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: 22:24:17 || Estimated Time: 4 days, 19:50:16
2023-07-28 12:07:43,252 semantic_segmentation INFO: Iters: 24320/150000 || Lr: 0.017057 || Task Loss: 0.2922 || KD Loss: 0.1129|| 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: 22:24:50 || Estimated Time: 4 days, 19:49:41
2023-07-28 12:08:16,068 semantic_segmentation INFO: Iters: 24330/150000 || Lr: 0.017055 || Task Loss: 0.2350 || KD Loss: 0.1008|| 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: 22:25:22 || Estimated Time: 4 days, 19:49:06
2023-07-28 12:08:48,825 semantic_segmentation INFO: Iters: 24340/150000 || Lr: 0.017054 || Task Loss: 0.1713 || KD Loss: 0.0532|| 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: 22:25:55 || Estimated Time: 4 days, 19:48:30
2023-07-28 12:09:21,736 semantic_segmentation INFO: Iters: 24350/150000 || Lr: 0.017053 || Task Loss: 0.3236 || KD Loss: 0.0864|| 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: 22:26:28 || Estimated Time: 4 days, 19:47:56
2023-07-28 12:09:54,716 semantic_segmentation INFO: Iters: 24360/150000 || Lr: 0.017052 || Task Loss: 0.2605 || KD Loss: 0.0983|| 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: 22:27:01 || Estimated Time: 4 days, 19:47:22
2023-07-28 12:10:27,750 semantic_segmentation INFO: Iters: 24370/150000 || Lr: 0.017050 || Task Loss: 0.1565 || KD Loss: 0.0437|| 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: 22:27:34 || Estimated Time: 4 days, 19:46:48
2023-07-28 12:11:00,734 semantic_segmentation INFO: Iters: 24380/150000 || Lr: 0.017049 || Task Loss: 0.2057 || KD Loss: 0.0722|| 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: 22:28:07 || Estimated Time: 4 days, 19:46:14
2023-07-28 12:11:33,742 semantic_segmentation INFO: Iters: 24390/150000 || Lr: 0.017048 || Task Loss: 0.2947 || KD Loss: 0.1016|| 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: 22:28:40 || Estimated Time: 4 days, 19:45:39
2023-07-28 12:12:06,754 semantic_segmentation INFO: Iters: 24400/150000 || Lr: 0.017047 || Task Loss: 0.1853 || KD Loss: 0.0743|| 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: 22:29:13 || Estimated Time: 4 days, 19:45:06
2023-07-28 12:12:39,879 semantic_segmentation INFO: Iters: 24410/150000 || Lr: 0.017046 || Task Loss: 0.2394 || KD Loss: 0.0528|| 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: 22:29:46 || Estimated Time: 4 days, 19:44:32
2023-07-28 12:13:12,950 semantic_segmentation INFO: Iters: 24420/150000 || Lr: 0.017044 || Task Loss: 0.2573 || KD Loss: 0.0767|| 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: 22:30:19 || Estimated Time: 4 days, 19:43:58
2023-07-28 12:13:47,482 semantic_segmentation INFO: Iters: 24430/150000 || Lr: 0.017043 || Task Loss: 0.2847 || KD Loss: 0.0703|| 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: 22:30:54 || Estimated Time: 4 days, 19:43:32
2023-07-28 12:14:20,831 semantic_segmentation INFO: Iters: 24440/150000 || Lr: 0.017042 || Task Loss: 0.1925 || KD Loss: 0.0508|| 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: 22:31:27 || Estimated Time: 4 days, 19:43:00
2023-07-28 12:14:53,952 semantic_segmentation INFO: Iters: 24450/150000 || Lr: 0.017041 || Task Loss: 0.2651 || KD Loss: 0.1031|| 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: 22:32:00 || Estimated Time: 4 days, 19:42:26
2023-07-28 12:15:27,264 semantic_segmentation INFO: Iters: 24460/150000 || Lr: 0.017039 || Task Loss: 0.2336 || KD Loss: 0.0795|| 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: 22:32:34 || Estimated Time: 4 days, 19:41:54
2023-07-28 12:16:00,392 semantic_segmentation INFO: Iters: 24470/150000 || Lr: 0.017038 || Task Loss: 0.2552 || KD Loss: 0.1003|| 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: 22:33:07 || Estimated Time: 4 days, 19:41:21
2023-07-28 12:16:33,502 semantic_segmentation INFO: Iters: 24480/150000 || Lr: 0.017037 || Task Loss: 0.2653 || KD Loss: 0.0899|| 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: 22:33:40 || Estimated Time: 4 days, 19:40:47
2023-07-28 12:17:06,523 semantic_segmentation INFO: Iters: 24490/150000 || Lr: 0.017036 || Task Loss: 0.1902 || KD Loss: 0.0584|| 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: 22:34:13 || Estimated Time: 4 days, 19:40:13
2023-07-28 12:17:39,494 semantic_segmentation INFO: Iters: 24500/150000 || Lr: 0.017035 || Task Loss: 0.2329 || KD Loss: 0.0683|| 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: 22:34:46 || Estimated Time: 4 days, 19:39:39
2023-07-28 12:18:12,320 semantic_segmentation INFO: Iters: 24510/150000 || Lr: 0.017033 || Task Loss: 0.2051 || KD Loss: 0.0810|| 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: 22:35:19 || Estimated Time: 4 days, 19:39:04
2023-07-28 12:18:45,242 semantic_segmentation INFO: Iters: 24520/150000 || Lr: 0.017032 || Task Loss: 0.2824 || KD Loss: 0.0853|| 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: 22:35:52 || Estimated Time: 4 days, 19:38:29
2023-07-28 12:19:18,022 semantic_segmentation INFO: Iters: 24530/150000 || Lr: 0.017031 || Task Loss: 0.2300 || KD Loss: 0.0700|| 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: 22:36:24 || Estimated Time: 4 days, 19:37:54
2023-07-28 12:19:50,851 semantic_segmentation INFO: Iters: 24540/150000 || Lr: 0.017030 || Task Loss: 0.1731 || KD Loss: 0.0675|| 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: 22:36:57 || Estimated Time: 4 days, 19:37:19
2023-07-28 12:20:23,734 semantic_segmentation INFO: Iters: 24550/150000 || Lr: 0.017028 || Task Loss: 0.2860 || KD Loss: 0.1130|| 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: 22:37:30 || Estimated Time: 4 days, 19:36:44
2023-07-28 12:20:56,526 semantic_segmentation INFO: Iters: 24560/150000 || Lr: 0.017027 || Task Loss: 0.2226 || KD Loss: 0.0811|| 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: 22:38:03 || Estimated Time: 4 days, 19:36:09
2023-07-28 12:21:29,281 semantic_segmentation INFO: Iters: 24570/150000 || Lr: 0.017026 || Task Loss: 0.1720 || KD Loss: 0.0573|| 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: 22:38:36 || Estimated Time: 4 days, 19:35:34
2023-07-28 12:22:02,046 semantic_segmentation INFO: Iters: 24580/150000 || Lr: 0.017025 || Task Loss: 0.2121 || KD Loss: 0.0997|| 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: 22:39:08 || Estimated Time: 4 days, 19:34:59
2023-07-28 12:22:34,829 semantic_segmentation INFO: Iters: 24590/150000 || Lr: 0.017024 || Task Loss: 0.2394 || KD Loss: 0.0756|| 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: 22:39:41 || Estimated Time: 4 days, 19:34:24
2023-07-28 12:23:07,584 semantic_segmentation INFO: Iters: 24600/150000 || Lr: 0.017022 || Task Loss: 0.3978 || KD Loss: 0.1337|| 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: 22:40:14 || Estimated Time: 4 days, 19:33:48
2023-07-28 12:23:40,349 semantic_segmentation INFO: Iters: 24610/150000 || Lr: 0.017021 || Task Loss: 0.2490 || KD Loss: 0.0755|| 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: 22:40:47 || Estimated Time: 4 days, 19:33:13
2023-07-28 12:24:13,125 semantic_segmentation INFO: Iters: 24620/150000 || Lr: 0.017020 || Task Loss: 0.3475 || KD Loss: 0.1245|| 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: 22:41:19 || Estimated Time: 4 days, 19:32:38
2023-07-28 12:24:46,094 semantic_segmentation INFO: Iters: 24630/150000 || Lr: 0.017019 || Task Loss: 0.2022 || KD Loss: 0.0623|| 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: 22:41:52 || Estimated Time: 4 days, 19:32:04
2023-07-28 12:25:18,934 semantic_segmentation INFO: Iters: 24640/150000 || Lr: 0.017017 || Task Loss: 0.1757 || KD Loss: 0.0740|| 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: 22:42:25 || Estimated Time: 4 days, 19:31:29
2023-07-28 12:25:51,758 semantic_segmentation INFO: Iters: 24650/150000 || Lr: 0.017016 || Task Loss: 0.2909 || KD Loss: 0.1133|| 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: 22:42:58 || Estimated Time: 4 days, 19:30:54
2023-07-28 12:26:24,600 semantic_segmentation INFO: Iters: 24660/150000 || Lr: 0.017015 || Task Loss: 0.1752 || KD Loss: 0.0480|| 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: 22:43:31 || Estimated Time: 4 days, 19:30:19
2023-07-28 12:26:57,403 semantic_segmentation INFO: Iters: 24670/150000 || Lr: 0.017014 || Task Loss: 0.1668 || KD Loss: 0.0460|| 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: 22:44:04 || Estimated Time: 4 days, 19:29:44
2023-07-28 12:27:30,360 semantic_segmentation INFO: Iters: 24680/150000 || Lr: 0.017013 || Task Loss: 0.2661 || KD Loss: 0.0681|| 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: 22:44:37 || Estimated Time: 4 days, 19:29:09
2023-07-28 12:28:03,149 semantic_segmentation INFO: Iters: 24690/150000 || Lr: 0.017011 || Task Loss: 0.2257 || KD Loss: 0.0790|| 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: 22:45:10 || Estimated Time: 4 days, 19:28:34
2023-07-28 12:28:36,122 semantic_segmentation INFO: Iters: 24700/150000 || Lr: 0.017010 || Task Loss: 0.1569 || KD Loss: 0.0432|| 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: 22:45:42 || Estimated Time: 4 days, 19:28:00
2023-07-28 12:29:09,060 semantic_segmentation INFO: Iters: 24710/150000 || Lr: 0.017009 || Task Loss: 0.2177 || KD Loss: 0.0736|| 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: 22:46:15 || Estimated Time: 4 days, 19:27:26
2023-07-28 12:29:41,870 semantic_segmentation INFO: Iters: 24720/150000 || Lr: 0.017008 || Task Loss: 0.1968 || KD Loss: 0.0570|| 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: 22:46:48 || Estimated Time: 4 days, 19:26:51
2023-07-28 12:30:14,839 semantic_segmentation INFO: Iters: 24730/150000 || Lr: 0.017006 || Task Loss: 0.3350 || KD Loss: 0.1010|| 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: 22:47:21 || Estimated Time: 4 days, 19:26:16
2023-07-28 12:30:47,821 semantic_segmentation INFO: Iters: 24740/150000 || Lr: 0.017005 || Task Loss: 0.2078 || KD Loss: 0.0940|| 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: 22:47:54 || Estimated Time: 4 days, 19:25:42
2023-07-28 12:31:20,770 semantic_segmentation INFO: Iters: 24750/150000 || Lr: 0.017004 || Task Loss: 0.2547 || KD Loss: 0.0542|| 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: 22:48:27 || Estimated Time: 4 days, 19:25:08
2023-07-28 12:31:53,687 semantic_segmentation INFO: Iters: 24760/150000 || Lr: 0.017003 || Task Loss: 0.7397 || KD Loss: 0.4649|| 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: 22:49:00 || Estimated Time: 4 days, 19:24:34
2023-07-28 12:32:26,580 semantic_segmentation INFO: Iters: 24770/150000 || Lr: 0.017002 || Task Loss: 0.2204 || KD Loss: 0.1074|| 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: 22:49:33 || Estimated Time: 4 days, 19:23:59
2023-07-28 12:32:59,543 semantic_segmentation INFO: Iters: 24780/150000 || Lr: 0.017000 || Task Loss: 0.2421 || KD Loss: 0.0619|| 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: 22:50:06 || Estimated Time: 4 days, 19:23:25
2023-07-28 12:33:32,366 semantic_segmentation INFO: Iters: 24790/150000 || Lr: 0.016999 || Task Loss: 0.2874 || KD Loss: 0.1091|| 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: 22:50:39 || Estimated Time: 4 days, 19:22:50
2023-07-28 12:34:05,138 semantic_segmentation INFO: Iters: 24800/150000 || Lr: 0.016998 || Task Loss: 0.1658 || KD Loss: 0.0599|| 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: 22:51:11 || Estimated Time: 4 days, 19:22:15
2023-07-28 12:34:05,200 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 12:34:06,126 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.922, mIoU: 0.368
2023-07-28 12:34:06,233 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.947, mIoU: 0.460
2023-07-28 12:34:06,340 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.953, mIoU: 0.460
2023-07-28 12:34:06,445 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.954, mIoU: 0.493
2023-07-28 12:34:06,547 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.957, mIoU: 0.490
2023-07-28 12:34:06,651 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.956, mIoU: 0.495
2023-07-28 12:34:06,754 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.957, mIoU: 0.503
2023-07-28 12:34:06,859 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.956, mIoU: 0.520
2023-07-28 12:34:06,964 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.957, mIoU: 0.568
2023-07-28 12:34:07,069 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.611
2023-07-28 12:34:07,173 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.955, mIoU: 0.621
2023-07-28 12:34:07,276 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.953, mIoU: 0.640
2023-07-28 12:34:07,383 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.953, mIoU: 0.657
2023-07-28 12:34:07,485 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.950, mIoU: 0.646
2023-07-28 12:34:07,588 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.950, mIoU: 0.650
2023-07-28 12:34:07,693 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.948, mIoU: 0.643
2023-07-28 12:34:07,799 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.647
2023-07-28 12:34:07,903 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.645
2023-07-28 12:34:08,009 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.945, mIoU: 0.657
2023-07-28 12:34:08,116 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.942, mIoU: 0.661
2023-07-28 12:34:08,228 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.939, mIoU: 0.660
2023-07-28 12:34:08,346 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.935, mIoU: 0.660
2023-07-28 12:34:08,454 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.935, mIoU: 0.665
2023-07-28 12:34:08,561 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.934, mIoU: 0.672
2023-07-28 12:34:08,673 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.932, mIoU: 0.687
2023-07-28 12:34:08,784 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.932, mIoU: 0.689
2023-07-28 12:34:08,899 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.931, mIoU: 0.680
2023-07-28 12:34:09,012 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.931, mIoU: 0.679
2023-07-28 12:34:09,119 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.930, mIoU: 0.681
2023-07-28 12:34:09,229 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.930, mIoU: 0.701
2023-07-28 12:34:09,334 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-28 12:34:09,439 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.930, mIoU: 0.697
2023-07-28 12:34:09,544 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-28 12:34:09,648 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-28 12:34:09,753 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.931, mIoU: 0.698
2023-07-28 12:34:09,866 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-28 12:34:09,976 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-28 12:34:10,087 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-28 12:34:10,197 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.930, mIoU: 0.689
2023-07-28 12:34:10,305 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.931, mIoU: 0.689
2023-07-28 12:34:10,414 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.932, mIoU: 0.690
2023-07-28 12:34:10,525 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.932, mIoU: 0.689
2023-07-28 12:34:10,636 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.933, mIoU: 0.690
2023-07-28 12:34:10,749 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.933, mIoU: 0.692
2023-07-28 12:34:10,869 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.933, mIoU: 0.690
2023-07-28 12:34:10,980 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.934, mIoU: 0.689
2023-07-28 12:34:11,090 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.935, mIoU: 0.689
2023-07-28 12:34:11,198 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.935, mIoU: 0.689
2023-07-28 12:34:11,308 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.935, mIoU: 0.688
2023-07-28 12:34:11,421 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.935, mIoU: 0.690
2023-07-28 12:34:11,529 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.935, mIoU: 0.691
2023-07-28 12:34:11,636 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.934, mIoU: 0.690
2023-07-28 12:34:11,747 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.934, mIoU: 0.690
2023-07-28 12:34:11,862 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.934, mIoU: 0.693
2023-07-28 12:34:11,973 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.933, mIoU: 0.691
2023-07-28 12:34:12,086 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-28 12:34:12,196 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.933, mIoU: 0.692
2023-07-28 12:34:12,306 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-28 12:34:12,415 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-28 12:34:12,526 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-28 12:34:12,640 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-28 12:34:12,749 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-28 12:34:12,856 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-28 12:34:12,969 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-28 12:34:13,084 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-28 12:34:13,194 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-28 12:34:13,307 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.931, mIoU: 0.702
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2023-07-28 12:34:13,743 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-28 12:34:13,850 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-28 12:34:13,959 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-28 12:34:14,067 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-28 12:34:14,178 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.932, mIoU: 0.702
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2023-07-28 12:34:14,404 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-28 12:34:14,511 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-28 12:34:14,617 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-28 12:34:14,724 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-28 12:34:14,834 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-28 12:34:14,948 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-28 12:34:15,052 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-28 12:34:15,157 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-28 12:34:15,261 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.929, mIoU: 0.698
2023-07-28 12:34:15,366 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.930, mIoU: 0.698
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2023-07-28 12:34:15,684 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.930, mIoU: 0.699
2023-07-28 12:34:15,788 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-28 12:34:15,896 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.930, mIoU: 0.698
2023-07-28 12:34:16,000 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.930, mIoU: 0.709
2023-07-28 12:34:16,107 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-28 12:34:16,217 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-28 12:34:16,328 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-28 12:34:16,439 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-28 12:34:16,552 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-28 12:34:16,663 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.931, mIoU: 0.709
2023-07-28 12:34:16,777 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.931, mIoU: 0.708
2023-07-28 12:34:16,890 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.930, mIoU: 0.708
2023-07-28 12:34:17,004 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.928, mIoU: 0.707
2023-07-28 12:34:17,109 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.928, mIoU: 0.706
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2023-07-28 12:34:17,649 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.929, mIoU: 0.706
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2023-07-28 12:34:18,000 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.928, mIoU: 0.705
2023-07-28 12:34:18,114 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.928, mIoU: 0.705
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2023-07-28 12:34:18,901 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.928, mIoU: 0.704
2023-07-28 12:34:19,015 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.928, mIoU: 0.705
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2023-07-28 12:34:19,569 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.928, mIoU: 0.707
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2023-07-28 12:34:19,786 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.928, mIoU: 0.710
2023-07-28 12:34:19,900 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.928, mIoU: 0.712
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2023-07-28 12:34:20,466 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.930, mIoU: 0.712
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2023-07-28 12:34:20,900 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-28 12:34:21,010 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-28 12:34:21,113 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.930, mIoU: 0.710
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2023-07-28 12:34:21,323 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.931, mIoU: 0.713
2023-07-28 12:34:21,427 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.930, mIoU: 0.713
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2023-07-28 12:34:21,981 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.931, mIoU: 0.713
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2023-07-28 12:34:22,313 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-28 12:34:22,420 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-28 12:34:22,527 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-28 12:34:22,634 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.931, mIoU: 0.712
2023-07-28 12:34:22,743 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.930, mIoU: 0.711
2023-07-28 12:34:22,850 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-28 12:34:22,957 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.930, mIoU: 0.711
2023-07-28 12:34:23,063 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-28 12:34:23,167 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.931, mIoU: 0.711
2023-07-28 12:34:23,273 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.930, mIoU: 0.711
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2023-07-28 12:34:23,486 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.930, mIoU: 0.710
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2023-07-28 12:34:23,713 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.930, mIoU: 0.707
2023-07-28 12:34:23,823 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.930, mIoU: 0.706
2023-07-28 12:34:23,931 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.930, mIoU: 0.706
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2023-07-28 12:34:25,521 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.930, mIoU: 0.703
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2023-07-28 12:34:26,067 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.931, mIoU: 0.702
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2023-07-28 12:34:26,523 semantic_segmentation INFO: Sample: 188, Validation pixAcc: 0.932, mIoU: 0.701
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2023-07-28 12:34:27,070 semantic_segmentation INFO: Sample: 193, Validation pixAcc: 0.932, mIoU: 0.703
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2023-07-28 12:34:32,938 semantic_segmentation INFO: Sample: 247, Validation pixAcc: 0.934, mIoU: 0.696
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2023-07-28 12:34:54,729 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.940, mIoU: 0.711
2023-07-28 12:34:54,843 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:54,953 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:55,062 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:55,173 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:55,286 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:55,402 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:55,517 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:55,627 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.941, mIoU: 0.710
2023-07-28 12:34:55,738 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.941, mIoU: 0.710
2023-07-28 12:34:55,848 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.941, mIoU: 0.710
2023-07-28 12:34:55,960 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:56,076 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:56,185 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:56,295 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:56,406 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:56,513 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:56,622 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:56,727 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:56,833 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:56,941 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-28 12:34:57,045 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:57,154 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-28 12:34:57,259 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-28 12:34:57,365 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:57,470 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:57,584 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:57,687 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:57,799 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:57,917 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:58,029 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:58,138 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:58,247 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:58,358 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:58,466 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:58,575 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:58,680 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:58,785 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-28 12:34:58,891 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:58,999 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-28 12:34:59,105 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.942, mIoU: 0.712
2023-07-28 12:34:59,212 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.942, mIoU: 0.712
2023-07-28 12:34:59,320 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-28 12:34:59,435 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-28 12:34:59,554 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-28 12:34:59,666 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.942, mIoU: 0.712
2023-07-28 12:34:59,775 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.942, mIoU: 0.712
2023-07-28 12:34:59,887 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.942, mIoU: 0.712
2023-07-28 12:34:59,999 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-28 12:35:00,114 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-28 12:35:00,227 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-28 12:35:00,334 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-28 12:35:00,441 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-28 12:35:00,548 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-28 12:35:00,661 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-28 12:35:00,775 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-28 12:35:00,885 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-28 12:35:34,048 semantic_segmentation INFO: Iters: 24810/150000 || Lr: 0.016997 || Task Loss: 0.2287 || KD Loss: 0.0617|| 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: 22:52:40 || Estimated Time: 4 days, 19:26:23
2023-07-28 12:36:06,823 semantic_segmentation INFO: Iters: 24820/150000 || Lr: 0.016995 || Task Loss: 0.3047 || KD Loss: 0.0799|| 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: 22:53:13 || Estimated Time: 4 days, 19:25:47
2023-07-28 12:36:39,582 semantic_segmentation INFO: Iters: 24830/150000 || Lr: 0.016994 || Task Loss: 0.3049 || KD Loss: 0.0844|| 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: 22:53:46 || Estimated Time: 4 days, 19:25:12
2023-07-28 12:37:15,589 semantic_segmentation INFO: Iters: 24840/150000 || Lr: 0.016993 || Task Loss: 0.2316 || KD Loss: 0.0891|| 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: 22:54:22 || Estimated Time: 4 days, 19:24:53
2023-07-28 12:37:48,259 semantic_segmentation INFO: Iters: 24850/150000 || Lr: 0.016992 || Task Loss: 0.2248 || KD Loss: 0.0595|| 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: 22:54:55 || Estimated Time: 4 days, 19:24:17
2023-07-28 12:38:21,050 semantic_segmentation INFO: Iters: 24860/150000 || Lr: 0.016991 || Task Loss: 0.2709 || KD Loss: 0.0697|| 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: 22:55:27 || Estimated Time: 4 days, 19:23:42
2023-07-28 12:38:53,813 semantic_segmentation INFO: Iters: 24870/150000 || Lr: 0.016989 || Task Loss: 0.4480 || KD Loss: 0.1624|| 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: 22:56:00 || Estimated Time: 4 days, 19:23:06
2023-07-28 12:39:26,596 semantic_segmentation INFO: Iters: 24880/150000 || Lr: 0.016988 || Task Loss: 0.2122 || KD Loss: 0.0641|| 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: 22:56:33 || Estimated Time: 4 days, 19:22:31
2023-07-28 12:39:59,513 semantic_segmentation INFO: Iters: 24890/150000 || Lr: 0.016987 || Task Loss: 0.3111 || KD Loss: 0.1286|| 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: 22:57:06 || Estimated Time: 4 days, 19:21:57
2023-07-28 12:40:32,407 semantic_segmentation INFO: Iters: 24900/150000 || Lr: 0.016986 || Task Loss: 0.2669 || KD Loss: 0.1057|| 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: 22:57:39 || Estimated Time: 4 days, 19:21:22
2023-07-28 12:41:05,386 semantic_segmentation INFO: Iters: 24910/150000 || Lr: 0.016984 || Task Loss: 0.2697 || KD Loss: 0.1141|| 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: 22:58:12 || Estimated Time: 4 days, 19:20:47
2023-07-28 12:41:38,264 semantic_segmentation INFO: Iters: 24920/150000 || Lr: 0.016983 || Task Loss: 0.3973 || KD Loss: 0.1460|| 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: 22:58:45 || Estimated Time: 4 days, 19:20:13
2023-07-28 12:42:11,258 semantic_segmentation INFO: Iters: 24930/150000 || Lr: 0.016982 || Task Loss: 0.2396 || KD Loss: 0.0670|| 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: 22:59:18 || Estimated Time: 4 days, 19:19:39
2023-07-28 12:42:44,215 semantic_segmentation INFO: Iters: 24940/150000 || Lr: 0.016981 || Task Loss: 0.3143 || KD Loss: 0.0951|| 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: 22:59:51 || Estimated Time: 4 days, 19:19:04
2023-07-28 12:43:17,196 semantic_segmentation INFO: Iters: 24950/150000 || Lr: 0.016980 || Task Loss: 0.2767 || KD Loss: 0.0746|| 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: 23:00:24 || Estimated Time: 4 days, 19:18:30
2023-07-28 12:43:50,089 semantic_segmentation INFO: Iters: 24960/150000 || Lr: 0.016978 || Task Loss: 0.2254 || KD Loss: 0.0624|| 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: 23:00:56 || Estimated Time: 4 days, 19:17:55
2023-07-28 12:44:23,136 semantic_segmentation INFO: Iters: 24970/150000 || Lr: 0.016977 || Task Loss: 0.2358 || KD Loss: 0.0696|| 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: 23:01:29 || Estimated Time: 4 days, 19:17:21
2023-07-28 12:44:56,154 semantic_segmentation INFO: Iters: 24980/150000 || Lr: 0.016976 || Task Loss: 0.2623 || KD Loss: 0.0876|| 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: 23:02:03 || Estimated Time: 4 days, 19:16:47
2023-07-28 12:45:29,252 semantic_segmentation INFO: Iters: 24990/150000 || Lr: 0.016975 || Task Loss: 0.2355 || KD Loss: 0.0685|| 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: 23:02:36 || Estimated Time: 4 days, 19:16:13
2023-07-28 12:46:02,354 semantic_segmentation INFO: Iters: 25000/150000 || Lr: 0.016973 || Task Loss: 0.1947 || KD Loss: 0.0589|| 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: 23:03:09 || Estimated Time: 4 days, 19:15:40
2023-07-28 12:46:35,350 semantic_segmentation INFO: Iters: 25010/150000 || Lr: 0.016972 || Task Loss: 0.2237 || KD Loss: 0.0684|| 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: 23:03:42 || Estimated Time: 4 days, 19:15:06
2023-07-28 12:47:08,203 semantic_segmentation INFO: Iters: 25020/150000 || Lr: 0.016971 || Task Loss: 0.2290 || KD Loss: 0.0731|| 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: 23:04:15 || Estimated Time: 4 days, 19:14:31
2023-07-28 12:47:40,978 semantic_segmentation INFO: Iters: 25030/150000 || Lr: 0.016970 || Task Loss: 0.2638 || KD Loss: 0.1084|| 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: 23:04:47 || Estimated Time: 4 days, 19:13:55
2023-07-28 12:48:13,748 semantic_segmentation INFO: Iters: 25040/150000 || Lr: 0.016969 || Task Loss: 0.3768 || KD Loss: 0.1055|| 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: 23:05:20 || Estimated Time: 4 days, 19:13:20
2023-07-28 12:48:46,499 semantic_segmentation INFO: Iters: 25050/150000 || Lr: 0.016967 || Task Loss: 0.2591 || KD Loss: 0.0696|| 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: 23:05:53 || Estimated Time: 4 days, 19:12:45
2023-07-28 12:49:19,274 semantic_segmentation INFO: Iters: 25060/150000 || Lr: 0.016966 || Task Loss: 0.2169 || KD Loss: 0.0626|| 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: 23:06:26 || Estimated Time: 4 days, 19:12:09
2023-07-28 12:49:52,011 semantic_segmentation INFO: Iters: 25070/150000 || Lr: 0.016965 || Task Loss: 0.2769 || KD Loss: 0.1151|| 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: 23:06:58 || Estimated Time: 4 days, 19:11:34
2023-07-28 12:50:24,800 semantic_segmentation INFO: Iters: 25080/150000 || Lr: 0.016964 || Task Loss: 0.2888 || KD Loss: 0.1011|| 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: 23:07:31 || Estimated Time: 4 days, 19:10:59
2023-07-28 12:50:57,580 semantic_segmentation INFO: Iters: 25090/150000 || Lr: 0.016962 || Task Loss: 0.3068 || KD Loss: 0.0874|| 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: 23:08:04 || Estimated Time: 4 days, 19:10:23
2023-07-28 12:51:30,314 semantic_segmentation INFO: Iters: 25100/150000 || Lr: 0.016961 || Task Loss: 0.2145 || KD Loss: 0.0845|| 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: 23:08:37 || Estimated Time: 4 days, 19:09:48
2023-07-28 12:52:03,113 semantic_segmentation INFO: Iters: 25110/150000 || Lr: 0.016960 || Task Loss: 0.3190 || KD Loss: 0.1211|| 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: 23:09:09 || Estimated Time: 4 days, 19:09:13
2023-07-28 12:52:35,886 semantic_segmentation INFO: Iters: 25120/150000 || Lr: 0.016959 || Task Loss: 0.2724 || KD Loss: 0.0685|| 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: 23:09:42 || Estimated Time: 4 days, 19:08:38
2023-07-28 12:53:08,548 semantic_segmentation INFO: Iters: 25130/150000 || Lr: 0.016958 || Task Loss: 0.2304 || KD Loss: 0.0669|| 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: 23:10:15 || Estimated Time: 4 days, 19:08:02
2023-07-28 12:53:41,328 semantic_segmentation INFO: Iters: 25140/150000 || Lr: 0.016956 || Task Loss: 0.1847 || KD Loss: 0.0574|| 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: 23:10:48 || Estimated Time: 4 days, 19:07:26
2023-07-28 12:54:14,096 semantic_segmentation INFO: Iters: 25150/150000 || Lr: 0.016955 || Task Loss: 0.2728 || KD Loss: 0.0940|| 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: 23:11:20 || Estimated Time: 4 days, 19:06:51
2023-07-28 12:54:46,888 semantic_segmentation INFO: Iters: 25160/150000 || Lr: 0.016954 || Task Loss: 0.2429 || KD Loss: 0.0853|| 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: 23:11:53 || Estimated Time: 4 days, 19:06:16
2023-07-28 12:55:19,728 semantic_segmentation INFO: Iters: 25170/150000 || Lr: 0.016953 || Task Loss: 0.2973 || KD Loss: 0.0765|| 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: 23:12:26 || Estimated Time: 4 days, 19:05:41
2023-07-28 12:55:52,709 semantic_segmentation INFO: Iters: 25180/150000 || Lr: 0.016951 || Task Loss: 0.1799 || KD Loss: 0.0583|| 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: 23:12:59 || Estimated Time: 4 days, 19:05:07
2023-07-28 12:56:25,503 semantic_segmentation INFO: Iters: 25190/150000 || Lr: 0.016950 || Task Loss: 0.2481 || KD Loss: 0.0756|| 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: 23:13:32 || Estimated Time: 4 days, 19:04:32
2023-07-28 12:56:58,496 semantic_segmentation INFO: Iters: 25200/150000 || Lr: 0.016949 || Task Loss: 0.2222 || KD Loss: 0.0777|| 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: 23:14:05 || Estimated Time: 4 days, 19:03:57
2023-07-28 12:57:31,601 semantic_segmentation INFO: Iters: 25210/150000 || Lr: 0.016948 || Task Loss: 0.2310 || KD Loss: 0.0615|| 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: 23:14:38 || Estimated Time: 4 days, 19:03:24
2023-07-28 12:58:04,742 semantic_segmentation INFO: Iters: 25220/150000 || Lr: 0.016947 || Task Loss: 0.2924 || KD Loss: 0.1087|| 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: 23:15:11 || Estimated Time: 4 days, 19:02:50
2023-07-28 12:58:37,807 semantic_segmentation INFO: Iters: 25230/150000 || Lr: 0.016945 || Task Loss: 0.2374 || KD Loss: 0.0719|| 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: 23:15:44 || Estimated Time: 4 days, 19:02:16
2023-07-28 12:59:10,933 semantic_segmentation INFO: Iters: 25240/150000 || Lr: 0.016944 || Task Loss: 0.1739 || KD Loss: 0.0593|| 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: 23:16:17 || Estimated Time: 4 days, 19:01:43
2023-07-28 12:59:43,945 semantic_segmentation INFO: Iters: 25250/150000 || Lr: 0.016943 || Task Loss: 0.2258 || KD Loss: 0.0831|| 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: 23:16:50 || Estimated Time: 4 days, 19:01:09
2023-07-28 13:00:19,439 semantic_segmentation INFO: Iters: 25260/150000 || Lr: 0.016942 || Task Loss: 0.2091 || KD Loss: 0.0623|| 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: 23:17:26 || Estimated Time: 4 days, 19:00:46
2023-07-28 13:00:53,413 semantic_segmentation INFO: Iters: 25270/150000 || Lr: 0.016940 || Task Loss: 0.1538 || KD Loss: 0.0719|| 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: 23:18:00 || Estimated Time: 4 days, 19:00:18
2023-07-28 13:01:26,381 semantic_segmentation INFO: Iters: 25280/150000 || Lr: 0.016939 || Task Loss: 0.2506 || KD Loss: 0.0806|| 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: 23:18:33 || Estimated Time: 4 days, 18:59:43
2023-07-28 13:01:59,479 semantic_segmentation INFO: Iters: 25290/150000 || Lr: 0.016938 || Task Loss: 0.2369 || KD Loss: 0.0737|| 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: 23:19:06 || Estimated Time: 4 days, 18:59:10
2023-07-28 13:02:32,513 semantic_segmentation INFO: Iters: 25300/150000 || Lr: 0.016937 || Task Loss: 0.2005 || KD Loss: 0.0761|| 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: 23:19:39 || Estimated Time: 4 days, 18:58:36
2023-07-28 13:03:05,409 semantic_segmentation INFO: Iters: 25310/150000 || Lr: 0.016936 || Task Loss: 0.1810 || KD Loss: 0.0552|| 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: 23:20:12 || Estimated Time: 4 days, 18:58:01
2023-07-28 13:03:38,379 semantic_segmentation INFO: Iters: 25320/150000 || Lr: 0.016934 || Task Loss: 0.2208 || KD Loss: 0.0604|| 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: 23:20:45 || Estimated Time: 4 days, 18:57:27
2023-07-28 13:04:11,144 semantic_segmentation INFO: Iters: 25330/150000 || Lr: 0.016933 || Task Loss: 0.3240 || KD Loss: 0.1090|| 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: 23:21:17 || Estimated Time: 4 days, 18:56:52
2023-07-28 13:04:43,916 semantic_segmentation INFO: Iters: 25340/150000 || Lr: 0.016932 || Task Loss: 0.3183 || KD Loss: 0.1081|| 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: 23:21:50 || Estimated Time: 4 days, 18:56:16
2023-07-28 13:05:16,665 semantic_segmentation INFO: Iters: 25350/150000 || Lr: 0.016931 || Task Loss: 0.2633 || KD Loss: 0.0584|| 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: 23:22:23 || Estimated Time: 4 days, 18:55:41
2023-07-28 13:05:49,409 semantic_segmentation INFO: Iters: 25360/150000 || Lr: 0.016929 || Task Loss: 0.1946 || KD Loss: 0.0697|| 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: 23:22:56 || Estimated Time: 4 days, 18:55:06
2023-07-28 13:06:22,169 semantic_segmentation INFO: Iters: 25370/150000 || Lr: 0.016928 || Task Loss: 0.1357 || KD Loss: 0.0464|| 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: 23:23:29 || Estimated Time: 4 days, 18:54:30
2023-07-28 13:06:54,955 semantic_segmentation INFO: Iters: 25380/150000 || Lr: 0.016927 || Task Loss: 0.2031 || KD Loss: 0.0625|| 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: 23:24:01 || Estimated Time: 4 days, 18:53:55
2023-07-28 13:07:27,733 semantic_segmentation INFO: Iters: 25390/150000 || Lr: 0.016926 || Task Loss: 0.2110 || KD Loss: 0.0579|| 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: 23:24:34 || Estimated Time: 4 days, 18:53:20
2023-07-28 13:08:00,480 semantic_segmentation INFO: Iters: 25400/150000 || Lr: 0.016925 || Task Loss: 0.2640 || KD Loss: 0.0842|| 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: 23:25:07 || Estimated Time: 4 days, 18:52:45
2023-07-28 13:08:33,224 semantic_segmentation INFO: Iters: 25410/150000 || Lr: 0.016923 || Task Loss: 0.2018 || KD Loss: 0.0622|| 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: 23:25:40 || Estimated Time: 4 days, 18:52:09
2023-07-28 13:09:05,988 semantic_segmentation INFO: Iters: 25420/150000 || Lr: 0.016922 || Task Loss: 0.2386 || KD Loss: 0.0641|| 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: 23:26:12 || Estimated Time: 4 days, 18:51:34
2023-07-28 13:09:38,838 semantic_segmentation INFO: Iters: 25430/150000 || Lr: 0.016921 || Task Loss: 0.1497 || KD Loss: 0.0401|| 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: 23:26:45 || Estimated Time: 4 days, 18:50:59
2023-07-28 13:10:11,812 semantic_segmentation INFO: Iters: 25440/150000 || Lr: 0.016920 || Task Loss: 0.2929 || KD Loss: 0.0719|| 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: 23:27:18 || Estimated Time: 4 days, 18:50:25
2023-07-28 13:10:44,871 semantic_segmentation INFO: Iters: 25450/150000 || Lr: 0.016918 || Task Loss: 0.1431 || KD Loss: 0.0493|| 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: 23:27:51 || Estimated Time: 4 days, 18:49:51
2023-07-28 13:11:17,718 semantic_segmentation INFO: Iters: 25460/150000 || Lr: 0.016917 || Task Loss: 0.3174 || KD Loss: 0.0997|| 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: 23:28:24 || Estimated Time: 4 days, 18:49:16
2023-07-28 13:11:50,734 semantic_segmentation INFO: Iters: 25470/150000 || Lr: 0.016916 || Task Loss: 0.1609 || KD Loss: 0.0371|| 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: 23:28:57 || Estimated Time: 4 days, 18:48:42
2023-07-28 13:12:23,700 semantic_segmentation INFO: Iters: 25480/150000 || Lr: 0.016915 || Task Loss: 0.2868 || KD Loss: 0.1015|| 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: 23:29:30 || Estimated Time: 4 days, 18:48:08
2023-07-28 13:12:56,795 semantic_segmentation INFO: Iters: 25490/150000 || Lr: 0.016914 || Task Loss: 0.2236 || KD Loss: 0.1153|| 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: 23:30:03 || Estimated Time: 4 days, 18:47:34
2023-07-28 13:13:29,822 semantic_segmentation INFO: Iters: 25500/150000 || Lr: 0.016912 || Task Loss: 0.3218 || KD Loss: 0.1252|| 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: 23:30:36 || Estimated Time: 4 days, 18:47:00
2023-07-28 13:14:02,893 semantic_segmentation INFO: Iters: 25510/150000 || Lr: 0.016911 || Task Loss: 0.2101 || KD Loss: 0.0727|| 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: 23:31:09 || Estimated Time: 4 days, 18:46:26
2023-07-28 13:14:36,049 semantic_segmentation INFO: Iters: 25520/150000 || Lr: 0.016910 || Task Loss: 0.2800 || KD Loss: 0.1106|| 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: 23:31:42 || Estimated Time: 4 days, 18:45:53
2023-07-28 13:15:09,182 semantic_segmentation INFO: Iters: 25530/150000 || Lr: 0.016909 || Task Loss: 0.2794 || KD Loss: 0.1111|| 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: 23:32:16 || Estimated Time: 4 days, 18:45:19
2023-07-28 13:15:42,330 semantic_segmentation INFO: Iters: 25540/150000 || Lr: 0.016907 || Task Loss: 0.3358 || KD Loss: 0.1578|| 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: 23:32:49 || Estimated Time: 4 days, 18:44:46
2023-07-28 13:16:15,482 semantic_segmentation INFO: Iters: 25550/150000 || Lr: 0.016906 || Task Loss: 0.2502 || KD Loss: 0.0760|| 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: 23:33:22 || Estimated Time: 4 days, 18:44:13
2023-07-28 13:16:48,486 semantic_segmentation INFO: Iters: 25560/150000 || Lr: 0.016905 || Task Loss: 0.2448 || KD Loss: 0.0754|| 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: 23:33:55 || Estimated Time: 4 days, 18:43:39
2023-07-28 13:17:21,438 semantic_segmentation INFO: Iters: 25570/150000 || Lr: 0.016904 || Task Loss: 0.2671 || KD Loss: 0.1336|| 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: 23:34:28 || Estimated Time: 4 days, 18:43:04
2023-07-28 13:17:54,189 semantic_segmentation INFO: Iters: 25580/150000 || Lr: 0.016903 || Task Loss: 0.1840 || KD Loss: 0.0616|| 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: 23:35:01 || Estimated Time: 4 days, 18:42:29
2023-07-28 13:18:26,956 semantic_segmentation INFO: Iters: 25590/150000 || Lr: 0.016901 || Task Loss: 0.3094 || KD Loss: 0.0990|| 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: 23:35:33 || Estimated Time: 4 days, 18:41:54
2023-07-28 13:18:59,734 semantic_segmentation INFO: Iters: 25600/150000 || Lr: 0.016900 || Task Loss: 0.2962 || KD Loss: 0.1132|| 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: 23:36:06 || Estimated Time: 4 days, 18:41:19
2023-07-28 13:18:59,797 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 13:19:00,865 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.959, mIoU: 0.390
2023-07-28 13:19:00,989 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.964, mIoU: 0.449
2023-07-28 13:19:01,103 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.465
2023-07-28 13:19:01,213 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.963, mIoU: 0.505
2023-07-28 13:19:01,321 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.499
2023-07-28 13:19:01,432 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.502
2023-07-28 13:19:01,541 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.515
2023-07-28 13:19:01,650 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.557
2023-07-28 13:19:01,759 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.599
2023-07-28 13:19:01,868 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.644
2023-07-28 13:19:01,978 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.958, mIoU: 0.652
2023-07-28 13:19:02,083 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.954, mIoU: 0.650
2023-07-28 13:19:02,187 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.953, mIoU: 0.645
2023-07-28 13:19:02,291 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.950, mIoU: 0.632
2023-07-28 13:19:02,396 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.949, mIoU: 0.640
2023-07-28 13:19:02,500 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.947, mIoU: 0.635
2023-07-28 13:19:02,606 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.637
2023-07-28 13:19:02,719 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.641
2023-07-28 13:19:02,831 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.945, mIoU: 0.647
2023-07-28 13:19:02,939 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.946, mIoU: 0.654
2023-07-28 13:19:03,049 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.946, mIoU: 0.656
2023-07-28 13:19:03,160 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.939, mIoU: 0.625
2023-07-28 13:19:03,272 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.939, mIoU: 0.627
2023-07-28 13:19:03,387 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.937, mIoU: 0.636
2023-07-28 13:19:03,499 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.937, mIoU: 0.651
2023-07-28 13:19:03,608 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.937, mIoU: 0.652
2023-07-28 13:19:03,713 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.936, mIoU: 0.640
2023-07-28 13:19:03,819 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.934, mIoU: 0.638
2023-07-28 13:19:03,931 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.934, mIoU: 0.646
2023-07-28 13:19:04,039 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.934, mIoU: 0.648
2023-07-28 13:19:04,157 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.934, mIoU: 0.646
2023-07-28 13:19:04,281 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.934, mIoU: 0.643
2023-07-28 13:19:04,405 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.935, mIoU: 0.645
2023-07-28 13:19:04,525 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.935, mIoU: 0.644
2023-07-28 13:19:04,644 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.934, mIoU: 0.640
2023-07-28 13:19:04,761 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.934, mIoU: 0.640
2023-07-28 13:19:04,878 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.934, mIoU: 0.638
2023-07-28 13:19:04,994 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.933, mIoU: 0.638
2023-07-28 13:19:05,112 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.933, mIoU: 0.635
2023-07-28 13:19:05,226 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.934, mIoU: 0.636
2023-07-28 13:19:05,343 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.934, mIoU: 0.640
2023-07-28 13:19:05,456 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.935, mIoU: 0.639
2023-07-28 13:19:05,570 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.935, mIoU: 0.640
2023-07-28 13:19:05,680 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.936, mIoU: 0.642
2023-07-28 13:19:05,792 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.936, mIoU: 0.641
2023-07-28 13:19:05,906 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.936, mIoU: 0.641
2023-07-28 13:19:06,015 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.937, mIoU: 0.642
2023-07-28 13:19:06,130 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-28 13:19:06,242 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.937, mIoU: 0.645
2023-07-28 13:19:06,354 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.937, mIoU: 0.647
2023-07-28 13:19:06,464 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.937, mIoU: 0.648
2023-07-28 13:19:06,575 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.937, mIoU: 0.651
2023-07-28 13:19:06,681 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.936, mIoU: 0.652
2023-07-28 13:19:06,789 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.936, mIoU: 0.654
2023-07-28 13:19:06,899 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.935, mIoU: 0.654
2023-07-28 13:19:07,011 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.935, mIoU: 0.653
2023-07-28 13:19:07,131 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.935, mIoU: 0.654
2023-07-28 13:19:07,240 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.935, mIoU: 0.658
2023-07-28 13:19:07,356 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.935, mIoU: 0.655
2023-07-28 13:19:07,465 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.934, mIoU: 0.654
2023-07-28 13:19:07,575 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.935, mIoU: 0.657
2023-07-28 13:19:07,685 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.935, mIoU: 0.659
2023-07-28 13:19:07,796 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.934, mIoU: 0.658
2023-07-28 13:19:07,904 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.935, mIoU: 0.662
2023-07-28 13:19:08,013 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.934, mIoU: 0.662
2023-07-28 13:19:08,120 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.933, mIoU: 0.662
2023-07-28 13:19:08,227 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.933, mIoU: 0.663
2023-07-28 13:19:08,333 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.933, mIoU: 0.665
2023-07-28 13:19:08,439 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.933, mIoU: 0.663
2023-07-28 13:19:08,546 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.933, mIoU: 0.663
2023-07-28 13:19:08,659 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.664
2023-07-28 13:19:08,776 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.934, mIoU: 0.664
2023-07-28 13:19:08,888 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.934, mIoU: 0.662
2023-07-28 13:19:08,996 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.934, mIoU: 0.662
2023-07-28 13:19:09,107 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.934, mIoU: 0.664
2023-07-28 13:19:09,218 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.934, mIoU: 0.664
2023-07-28 13:19:09,327 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.934, mIoU: 0.664
2023-07-28 13:19:09,437 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.934, mIoU: 0.663
2023-07-28 13:19:09,542 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.934, mIoU: 0.663
2023-07-28 13:19:09,648 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.934, mIoU: 0.665
2023-07-28 13:19:09,752 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.934, mIoU: 0.666
2023-07-28 13:19:09,857 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.934, mIoU: 0.667
2023-07-28 13:19:09,962 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.934, mIoU: 0.666
2023-07-28 13:19:10,070 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.933, mIoU: 0.664
2023-07-28 13:19:10,181 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.930, mIoU: 0.661
2023-07-28 13:19:10,289 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.930, mIoU: 0.661
2023-07-28 13:19:10,401 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.930, mIoU: 0.661
2023-07-28 13:19:10,511 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.931, mIoU: 0.661
2023-07-28 13:19:10,626 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.931, mIoU: 0.661
2023-07-28 13:19:10,737 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.931, mIoU: 0.660
2023-07-28 13:19:10,848 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.931, mIoU: 0.662
2023-07-28 13:19:10,956 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.930, mIoU: 0.653
2023-07-28 13:19:11,065 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.930, mIoU: 0.652
2023-07-28 13:19:11,176 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.930, mIoU: 0.653
2023-07-28 13:19:11,283 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.931, mIoU: 0.653
2023-07-28 13:19:11,388 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.931, mIoU: 0.653
2023-07-28 13:19:11,495 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.931, mIoU: 0.653
2023-07-28 13:19:11,599 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.931, mIoU: 0.653
2023-07-28 13:19:11,705 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.930, mIoU: 0.654
2023-07-28 13:19:11,809 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.930, mIoU: 0.654
2023-07-28 13:19:11,916 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.929, mIoU: 0.654
2023-07-28 13:19:12,025 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.929, mIoU: 0.653
2023-07-28 13:19:12,139 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.929, mIoU: 0.652
2023-07-28 13:19:12,255 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.929, mIoU: 0.652
2023-07-28 13:19:12,364 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.929, mIoU: 0.652
2023-07-28 13:19:12,472 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.930, mIoU: 0.652
2023-07-28 13:19:12,577 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.930, mIoU: 0.652
2023-07-28 13:19:12,684 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.930, mIoU: 0.653
2023-07-28 13:19:12,799 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.930, mIoU: 0.652
2023-07-28 13:19:12,912 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.929, mIoU: 0.652
2023-07-28 13:19:13,026 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.929, mIoU: 0.652
2023-07-28 13:19:13,138 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.929, mIoU: 0.652
2023-07-28 13:19:13,245 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.929, mIoU: 0.652
2023-07-28 13:19:13,352 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.929, mIoU: 0.652
2023-07-28 13:19:13,457 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 13:19:13,564 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 13:19:13,675 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.930, mIoU: 0.658
2023-07-28 13:19:13,785 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.930, mIoU: 0.660
2023-07-28 13:19:13,896 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.930, mIoU: 0.662
2023-07-28 13:19:14,005 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.930, mIoU: 0.662
2023-07-28 13:19:14,116 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.930, mIoU: 0.662
2023-07-28 13:19:14,228 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.930, mIoU: 0.661
2023-07-28 13:19:14,338 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.930, mIoU: 0.661
2023-07-28 13:19:14,445 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.930, mIoU: 0.664
2023-07-28 13:19:14,551 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.930, mIoU: 0.665
2023-07-28 13:19:14,654 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.930, mIoU: 0.669
2023-07-28 13:19:14,757 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.930, mIoU: 0.671
2023-07-28 13:19:14,863 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.930, mIoU: 0.671
2023-07-28 13:19:14,968 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.930, mIoU: 0.670
2023-07-28 13:19:15,070 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.930, mIoU: 0.670
2023-07-28 13:19:15,173 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.931, mIoU: 0.670
2023-07-28 13:19:15,278 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.931, mIoU: 0.670
2023-07-28 13:19:15,382 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.931, mIoU: 0.669
2023-07-28 13:19:15,487 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.932, mIoU: 0.669
2023-07-28 13:19:15,590 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.931, mIoU: 0.666
2023-07-28 13:19:15,694 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.932, mIoU: 0.666
2023-07-28 13:19:15,798 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.932, mIoU: 0.666
2023-07-28 13:19:15,901 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.931, mIoU: 0.664
2023-07-28 13:19:16,006 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.931, mIoU: 0.665
2023-07-28 13:19:16,110 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.931, mIoU: 0.666
2023-07-28 13:19:16,223 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.931, mIoU: 0.667
2023-07-28 13:19:16,325 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.931, mIoU: 0.667
2023-07-28 13:19:16,437 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.931, mIoU: 0.666
2023-07-28 13:19:16,551 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.931, mIoU: 0.666
2023-07-28 13:19:16,663 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.931, mIoU: 0.666
2023-07-28 13:19:16,775 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.931, mIoU: 0.668
2023-07-28 13:19:16,890 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.931, mIoU: 0.667
2023-07-28 13:19:17,003 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.931, mIoU: 0.667
2023-07-28 13:19:17,115 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.931, mIoU: 0.666
2023-07-28 13:19:17,228 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.931, mIoU: 0.666
2023-07-28 13:19:17,339 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.931, mIoU: 0.666
2023-07-28 13:19:17,453 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.931, mIoU: 0.665
2023-07-28 13:19:17,571 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.931, mIoU: 0.666
2023-07-28 13:19:17,683 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.931, mIoU: 0.666
2023-07-28 13:19:17,795 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.931, mIoU: 0.666
2023-07-28 13:19:17,908 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.931, mIoU: 0.666
2023-07-28 13:19:18,020 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.931, mIoU: 0.666
2023-07-28 13:19:18,131 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.931, mIoU: 0.666
2023-07-28 13:19:18,244 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.932, mIoU: 0.666
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2023-07-28 13:19:39,893 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.932, mIoU: 0.643
2023-07-28 13:19:40,004 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.932, mIoU: 0.643
2023-07-28 13:19:40,121 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.932, mIoU: 0.643
2023-07-28 13:19:40,233 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.932, mIoU: 0.643
2023-07-28 13:19:40,348 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.932, mIoU: 0.643
2023-07-28 13:19:40,460 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.932, mIoU: 0.644
2023-07-28 13:19:40,573 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.932, mIoU: 0.644
2023-07-28 13:19:40,680 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.933, mIoU: 0.645
2023-07-28 13:19:40,788 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.933, mIoU: 0.645
2023-07-28 13:19:40,897 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.933, mIoU: 0.645
2023-07-28 13:19:41,005 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.933, mIoU: 0.645
2023-07-28 13:19:41,115 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.933, mIoU: 0.645
2023-07-28 13:19:41,230 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.933, mIoU: 0.645
2023-07-28 13:19:41,347 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.933, mIoU: 0.645
2023-07-28 13:19:41,461 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.933, mIoU: 0.646
2023-07-28 13:19:41,573 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.933, mIoU: 0.646
2023-07-28 13:19:41,686 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.933, mIoU: 0.646
2023-07-28 13:19:41,796 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.933, mIoU: 0.646
2023-07-28 13:19:41,905 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.933, mIoU: 0.646
2023-07-28 13:19:42,012 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.934, mIoU: 0.646
2023-07-28 13:19:42,119 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.934, mIoU: 0.646
2023-07-28 13:19:42,224 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.934, mIoU: 0.646
2023-07-28 13:19:42,329 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.934, mIoU: 0.646
2023-07-28 13:19:42,438 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.934, mIoU: 0.647
2023-07-28 13:19:42,543 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.934, mIoU: 0.647
2023-07-28 13:19:42,658 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.934, mIoU: 0.647
2023-07-28 13:19:42,771 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.934, mIoU: 0.647
2023-07-28 13:19:42,885 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.934, mIoU: 0.647
2023-07-28 13:19:42,999 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.934, mIoU: 0.648
2023-07-28 13:19:43,108 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.934, mIoU: 0.647
2023-07-28 13:19:43,218 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.934, mIoU: 0.648
2023-07-28 13:19:43,325 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.934, mIoU: 0.648
2023-07-28 13:19:43,433 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.934, mIoU: 0.648
2023-07-28 13:19:43,543 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.935, mIoU: 0.648
2023-07-28 13:19:43,652 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.935, mIoU: 0.648
2023-07-28 13:19:43,757 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.935, mIoU: 0.649
2023-07-28 13:19:43,863 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.935, mIoU: 0.649
2023-07-28 13:19:43,974 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.935, mIoU: 0.649
2023-07-28 13:19:44,089 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.935, mIoU: 0.649
2023-07-28 13:19:44,209 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.935, mIoU: 0.649
2023-07-28 13:19:44,321 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.935, mIoU: 0.649
2023-07-28 13:19:44,431 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.935, mIoU: 0.649
2023-07-28 13:19:44,543 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.935, mIoU: 0.650
2023-07-28 13:19:44,657 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.935, mIoU: 0.650
2023-07-28 13:19:44,766 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.935, mIoU: 0.650
2023-07-28 13:19:44,877 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.935, mIoU: 0.650
2023-07-28 13:19:44,981 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.935, mIoU: 0.650
2023-07-28 13:19:45,087 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.936, mIoU: 0.650
2023-07-28 13:19:45,191 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.936, mIoU: 0.650
2023-07-28 13:19:45,296 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.936, mIoU: 0.649
2023-07-28 13:19:45,407 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.936, mIoU: 0.650
2023-07-28 13:19:45,514 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.936, mIoU: 0.650
2023-07-28 13:19:45,623 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.936, mIoU: 0.650
2023-07-28 13:19:45,738 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.936, mIoU: 0.650
2023-07-28 13:19:45,854 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.936, mIoU: 0.650
2023-07-28 13:19:45,966 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.936, mIoU: 0.651
2023-07-28 13:19:46,077 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.936, mIoU: 0.651
2023-07-28 13:19:46,189 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.936, mIoU: 0.651
2023-07-28 13:19:46,300 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.936, mIoU: 0.651
2023-07-28 13:19:46,407 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.936, mIoU: 0.651
2023-07-28 13:19:46,514 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.936, mIoU: 0.651
2023-07-28 13:19:46,619 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.936, mIoU: 0.651
2023-07-28 13:19:46,730 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.936, mIoU: 0.651
2023-07-28 13:19:46,837 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.937, mIoU: 0.651
2023-07-28 13:19:46,950 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.937, mIoU: 0.652
2023-07-28 13:19:47,067 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.937, mIoU: 0.652
2023-07-28 13:19:47,184 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.937, mIoU: 0.652
2023-07-28 13:19:47,294 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.937, mIoU: 0.652
2023-07-28 13:19:47,404 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.937, mIoU: 0.652
2023-07-28 13:19:47,511 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.937, mIoU: 0.652
2023-07-28 13:19:47,621 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.937, mIoU: 0.652
2023-07-28 13:19:47,732 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.937, mIoU: 0.652
2023-07-28 13:19:47,839 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.937, mIoU: 0.652
2023-07-28 13:19:47,948 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.937, mIoU: 0.652
2023-07-28 13:19:48,053 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.937, mIoU: 0.652
2023-07-28 13:19:48,156 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.937, mIoU: 0.652
2023-07-28 13:19:48,260 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.937, mIoU: 0.652
2023-07-28 13:19:48,363 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.937, mIoU: 0.652
2023-07-28 13:19:48,468 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.937, mIoU: 0.652
2023-07-28 13:19:48,575 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-28 13:19:48,681 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-28 13:19:48,800 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-28 13:19:48,926 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-28 13:19:49,046 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-28 13:19:49,166 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-28 13:19:49,285 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-28 13:19:49,404 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-28 13:19:49,523 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-28 13:19:49,641 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-28 13:19:49,765 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-28 13:19:49,883 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-28 13:19:49,998 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-28 13:19:50,111 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-28 13:19:50,225 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-28 13:19:50,338 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-28 13:19:50,454 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-28 13:19:50,569 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.939, mIoU: 0.652
2023-07-28 13:19:50,682 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.939, mIoU: 0.652
2023-07-28 13:19:50,798 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.939, mIoU: 0.652
2023-07-28 13:19:50,912 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-28 13:19:51,025 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-28 13:19:51,137 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-28 13:19:51,250 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-28 13:19:51,368 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-28 13:19:51,483 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-28 13:19:51,593 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.939, mIoU: 0.655
2023-07-28 13:19:51,709 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.939, mIoU: 0.655
2023-07-28 13:19:51,830 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.939, mIoU: 0.655
2023-07-28 13:19:51,946 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.939, mIoU: 0.655
2023-07-28 13:19:52,056 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 13:19:52,168 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 13:19:52,283 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 13:19:52,398 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 13:19:52,511 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 13:19:52,623 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 13:19:52,736 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 13:19:52,852 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 13:19:52,960 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 13:19:53,071 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 13:19:53,178 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 13:19:53,283 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 13:19:53,393 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 13:19:53,504 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 13:19:53,621 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 13:19:53,731 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 13:19:53,842 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 13:19:53,952 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 13:19:54,066 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 13:19:54,176 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 13:19:54,288 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 13:19:54,395 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 13:19:54,499 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 13:19:54,603 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.939, mIoU: 0.657
2023-07-28 13:19:54,708 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.939, mIoU: 0.657
2023-07-28 13:19:54,814 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.940, mIoU: 0.657
2023-07-28 13:19:54,918 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.940, mIoU: 0.657
2023-07-28 13:19:55,020 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.940, mIoU: 0.657
2023-07-28 13:19:55,123 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.940, mIoU: 0.657
2023-07-28 13:19:55,226 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.940, mIoU: 0.657
2023-07-28 13:19:55,328 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.940, mIoU: 0.657
2023-07-28 13:19:55,432 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.940, mIoU: 0.657
2023-07-28 13:19:55,535 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.940, mIoU: 0.657
2023-07-28 13:19:55,638 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.940, mIoU: 0.658
2023-07-28 13:19:55,742 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.940, mIoU: 0.658
2023-07-28 13:19:55,848 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.940, mIoU: 0.658
2023-07-28 13:19:55,954 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.940, mIoU: 0.658
2023-07-28 13:20:29,133 semantic_segmentation INFO: Iters: 25610/150000 || Lr: 0.016899 || Task Loss: 0.2362 || KD Loss: 0.0633|| 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: 23:37:35 || Estimated Time: 4 days, 18:45:18
2023-07-28 13:21:01,912 semantic_segmentation INFO: Iters: 25620/150000 || Lr: 0.016898 || Task Loss: 0.3841 || KD Loss: 0.1212|| 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: 23:38:08 || Estimated Time: 4 days, 18:44:43
2023-07-28 13:21:34,683 semantic_segmentation INFO: Iters: 25630/150000 || Lr: 0.016896 || Task Loss: 0.1553 || KD Loss: 0.0490|| 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: 23:38:41 || Estimated Time: 4 days, 18:44:08
2023-07-28 13:22:07,319 semantic_segmentation INFO: Iters: 25640/150000 || Lr: 0.016895 || Task Loss: 0.2532 || KD Loss: 0.0689|| 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: 23:39:14 || Estimated Time: 4 days, 18:43:32
2023-07-28 13:22:40,070 semantic_segmentation INFO: Iters: 25650/150000 || Lr: 0.016894 || Task Loss: 0.2724 || KD Loss: 0.0883|| 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: 23:39:46 || Estimated Time: 4 days, 18:42:56
2023-07-28 13:23:12,848 semantic_segmentation INFO: Iters: 25660/150000 || Lr: 0.016893 || Task Loss: 0.2181 || KD Loss: 0.0574|| 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: 23:40:19 || Estimated Time: 4 days, 18:42:21
2023-07-28 13:23:49,021 semantic_segmentation INFO: Iters: 25670/150000 || Lr: 0.016892 || Task Loss: 0.2495 || KD Loss: 0.0691|| 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: 23:40:55 || Estimated Time: 4 days, 18:42:02
2023-07-28 13:24:21,872 semantic_segmentation INFO: Iters: 25680/150000 || Lr: 0.016890 || Task Loss: 0.2337 || KD Loss: 0.0641|| 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: 23:41:28 || Estimated Time: 4 days, 18:41:27
2023-07-28 13:24:54,828 semantic_segmentation INFO: Iters: 25690/150000 || Lr: 0.016889 || Task Loss: 0.2981 || KD Loss: 0.1002|| 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: 23:42:01 || Estimated Time: 4 days, 18:40:52
2023-07-28 13:25:27,830 semantic_segmentation INFO: Iters: 25700/150000 || Lr: 0.016888 || Task Loss: 0.2432 || KD Loss: 0.1423|| 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: 23:42:34 || Estimated Time: 4 days, 18:40:18
2023-07-28 13:26:00,854 semantic_segmentation INFO: Iters: 25710/150000 || Lr: 0.016887 || Task Loss: 0.1932 || KD Loss: 0.0966|| 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: 23:43:07 || Estimated Time: 4 days, 18:39:44
2023-07-28 13:26:33,959 semantic_segmentation INFO: Iters: 25720/150000 || Lr: 0.016885 || Task Loss: 0.2497 || KD Loss: 0.0665|| 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: 23:43:40 || Estimated Time: 4 days, 18:39:11
2023-07-28 13:27:06,960 semantic_segmentation INFO: Iters: 25730/150000 || Lr: 0.016884 || Task Loss: 0.2763 || KD Loss: 0.0868|| 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: 23:44:13 || Estimated Time: 4 days, 18:38:36
2023-07-28 13:27:40,124 semantic_segmentation INFO: Iters: 25740/150000 || Lr: 0.016883 || Task Loss: 0.1932 || KD Loss: 0.0749|| 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: 23:44:46 || Estimated Time: 4 days, 18:38:03
2023-07-28 13:28:13,287 semantic_segmentation INFO: Iters: 25750/150000 || Lr: 0.016882 || Task Loss: 0.1835 || KD Loss: 0.0494|| 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: 23:45:20 || Estimated Time: 4 days, 18:37:29
2023-07-28 13:28:46,321 semantic_segmentation INFO: Iters: 25760/150000 || Lr: 0.016881 || Task Loss: 0.2615 || KD Loss: 0.0723|| 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: 23:45:53 || Estimated Time: 4 days, 18:36:55
2023-07-28 13:29:19,439 semantic_segmentation INFO: Iters: 25770/150000 || Lr: 0.016879 || Task Loss: 0.2098 || KD Loss: 0.0788|| 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: 23:46:26 || Estimated Time: 4 days, 18:36:22
2023-07-28 13:29:52,445 semantic_segmentation INFO: Iters: 25780/150000 || Lr: 0.016878 || Task Loss: 0.2582 || KD Loss: 0.0830|| 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: 23:46:59 || Estimated Time: 4 days, 18:35:47
2023-07-28 13:30:25,455 semantic_segmentation INFO: Iters: 25790/150000 || Lr: 0.016877 || Task Loss: 0.3754 || KD Loss: 0.3100|| 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: 23:47:32 || Estimated Time: 4 days, 18:35:13
2023-07-28 13:30:58,360 semantic_segmentation INFO: Iters: 25800/150000 || Lr: 0.016876 || Task Loss: 0.2562 || KD Loss: 0.0957|| 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: 23:48:05 || Estimated Time: 4 days, 18:34:39
2023-07-28 13:31:31,112 semantic_segmentation INFO: Iters: 25810/150000 || Lr: 0.016874 || Task Loss: 0.2876 || KD Loss: 0.1156|| 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: 23:48:37 || Estimated Time: 4 days, 18:34:03
2023-07-28 13:32:03,884 semantic_segmentation INFO: Iters: 25820/150000 || Lr: 0.016873 || Task Loss: 0.1481 || KD Loss: 0.0427|| 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: 23:49:10 || Estimated Time: 4 days, 18:33:28
2023-07-28 13:32:36,639 semantic_segmentation INFO: Iters: 25830/150000 || Lr: 0.016872 || Task Loss: 0.1602 || KD Loss: 0.0504|| 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: 23:49:43 || Estimated Time: 4 days, 18:32:52
2023-07-28 13:33:09,423 semantic_segmentation INFO: Iters: 25840/150000 || Lr: 0.016871 || Task Loss: 0.2639 || KD Loss: 0.0906|| 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: 23:50:16 || Estimated Time: 4 days, 18:32:17
2023-07-28 13:33:42,196 semantic_segmentation INFO: Iters: 25850/150000 || Lr: 0.016870 || Task Loss: 0.2202 || KD Loss: 0.0665|| 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: 23:50:49 || Estimated Time: 4 days, 18:31:42
2023-07-28 13:34:14,927 semantic_segmentation INFO: Iters: 25860/150000 || Lr: 0.016868 || Task Loss: 0.2411 || KD Loss: 0.0704|| 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: 23:51:21 || Estimated Time: 4 days, 18:31:06
2023-07-28 13:34:47,721 semantic_segmentation INFO: Iters: 25870/150000 || Lr: 0.016867 || Task Loss: 0.2107 || KD Loss: 0.0597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1315|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:51:54 || Estimated Time: 4 days, 18:30:31
2023-07-28 13:35:20,510 semantic_segmentation INFO: Iters: 25880/150000 || Lr: 0.016866 || Task Loss: 0.2735 || KD Loss: 0.1339|| 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: 23:52:27 || Estimated Time: 4 days, 18:29:56
2023-07-28 13:35:53,272 semantic_segmentation INFO: Iters: 25890/150000 || Lr: 0.016865 || Task Loss: 0.1993 || KD Loss: 0.0722|| 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: 23:53:00 || Estimated Time: 4 days, 18:29:21
2023-07-28 13:36:26,053 semantic_segmentation INFO: Iters: 25900/150000 || Lr: 0.016863 || Task Loss: 0.2750 || KD Loss: 0.0780|| 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: 23:53:32 || Estimated Time: 4 days, 18:28:45
2023-07-28 13:36:58,827 semantic_segmentation INFO: Iters: 25910/150000 || Lr: 0.016862 || Task Loss: 0.1804 || KD Loss: 0.0670|| 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: 23:54:05 || Estimated Time: 4 days, 18:28:10
2023-07-28 13:37:31,682 semantic_segmentation INFO: Iters: 25920/150000 || Lr: 0.016861 || Task Loss: 0.2853 || KD Loss: 0.0691|| 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: 23:54:38 || Estimated Time: 4 days, 18:27:35
2023-07-28 13:38:04,616 semantic_segmentation INFO: Iters: 25930/150000 || Lr: 0.016860 || Task Loss: 0.3524 || KD Loss: 0.1088|| 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: 23:55:11 || Estimated Time: 4 days, 18:27:01
2023-07-28 13:38:37,546 semantic_segmentation INFO: Iters: 25940/150000 || Lr: 0.016859 || Task Loss: 0.3635 || KD Loss: 0.1200|| 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: 23:55:44 || Estimated Time: 4 days, 18:26:26
2023-07-28 13:39:10,574 semantic_segmentation INFO: Iters: 25950/150000 || Lr: 0.016857 || Task Loss: 0.2791 || KD Loss: 0.0771|| 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: 23:56:17 || Estimated Time: 4 days, 18:25:52
2023-07-28 13:39:43,663 semantic_segmentation INFO: Iters: 25960/150000 || Lr: 0.016856 || Task Loss: 0.3878 || KD Loss: 0.1834|| 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: 23:56:50 || Estimated Time: 4 days, 18:25:18
2023-07-28 13:40:16,668 semantic_segmentation INFO: Iters: 25970/150000 || Lr: 0.016855 || Task Loss: 0.3145 || KD Loss: 0.1097|| 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: 23:57:23 || Estimated Time: 4 days, 18:24:44
2023-07-28 13:40:49,685 semantic_segmentation INFO: Iters: 25980/150000 || Lr: 0.016854 || Task Loss: 0.1934 || KD Loss: 0.0738|| 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: 23:57:56 || Estimated Time: 4 days, 18:24:10
2023-07-28 13:41:22,728 semantic_segmentation INFO: Iters: 25990/150000 || Lr: 0.016852 || Task Loss: 0.3073 || KD Loss: 0.1247|| 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: 23:58:29 || Estimated Time: 4 days, 18:23:36
2023-07-28 13:41:55,829 semantic_segmentation INFO: Iters: 26000/150000 || Lr: 0.016851 || Task Loss: 0.2449 || KD Loss: 0.0705|| 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: 23:59:02 || Estimated Time: 4 days, 18:23:02
2023-07-28 13:42:28,875 semantic_segmentation INFO: Iters: 26010/150000 || Lr: 0.016850 || Task Loss: 0.2002 || KD Loss: 0.0728|| 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: 23:59:35 || Estimated Time: 4 days, 18:22:28
2023-07-28 13:43:01,961 semantic_segmentation INFO: Iters: 26020/150000 || Lr: 0.016849 || Task Loss: 0.2278 || KD Loss: 0.0629|| 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: 1 day, 0:00:08 || Estimated Time: 4 days, 18:21:54
2023-07-28 13:43:35,096 semantic_segmentation INFO: Iters: 26030/150000 || Lr: 0.016848 || Task Loss: 0.1421 || KD Loss: 0.0563|| 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, 0:00:41 || Estimated Time: 4 days, 18:21:21
2023-07-28 13:44:07,944 semantic_segmentation INFO: Iters: 26040/150000 || Lr: 0.016846 || Task Loss: 0.2381 || KD Loss: 0.0858|| 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, 0:01:14 || Estimated Time: 4 days, 18:20:46
2023-07-28 13:44:40,878 semantic_segmentation INFO: Iters: 26050/150000 || Lr: 0.016845 || Task Loss: 0.4065 || KD Loss: 0.2490|| 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, 0:01:47 || Estimated Time: 4 days, 18:20:11
2023-07-28 13:45:13,639 semantic_segmentation INFO: Iters: 26060/150000 || Lr: 0.016844 || Task Loss: 0.2995 || KD Loss: 0.0729|| 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: 1 day, 0:02:20 || Estimated Time: 4 days, 18:19:36
2023-07-28 13:45:46,492 semantic_segmentation INFO: Iters: 26070/150000 || Lr: 0.016843 || Task Loss: 0.3073 || KD Loss: 0.0873|| 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: 1 day, 0:02:53 || Estimated Time: 4 days, 18:19:01
2023-07-28 13:46:19,381 semantic_segmentation INFO: Iters: 26080/150000 || Lr: 0.016841 || Task Loss: 0.2261 || KD Loss: 0.0733|| 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: 1 day, 0:03:26 || Estimated Time: 4 days, 18:18:26
2023-07-28 13:46:54,490 semantic_segmentation INFO: Iters: 26090/150000 || Lr: 0.016840 || Task Loss: 0.2054 || KD Loss: 0.0613|| 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, 0:04:01 || Estimated Time: 4 days, 18:18:01
2023-07-28 13:47:28,181 semantic_segmentation INFO: Iters: 26100/150000 || Lr: 0.016839 || Task Loss: 0.2942 || KD Loss: 0.1145|| 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, 0:04:35 || Estimated Time: 4 days, 18:17:31
2023-07-28 13:48:00,925 semantic_segmentation INFO: Iters: 26110/150000 || Lr: 0.016838 || Task Loss: 0.2518 || KD Loss: 0.0704|| 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, 0:05:07 || Estimated Time: 4 days, 18:16:56
2023-07-28 13:48:33,718 semantic_segmentation INFO: Iters: 26120/150000 || Lr: 0.016837 || Task Loss: 0.2293 || KD Loss: 0.0771|| 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: 1 day, 0:05:40 || Estimated Time: 4 days, 18:16:21
2023-07-28 13:49:06,544 semantic_segmentation INFO: Iters: 26130/150000 || Lr: 0.016835 || Task Loss: 0.2248 || KD Loss: 0.0892|| 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, 0:06:13 || Estimated Time: 4 days, 18:15:46
2023-07-28 13:49:39,477 semantic_segmentation INFO: Iters: 26140/150000 || Lr: 0.016834 || Task Loss: 0.2374 || KD Loss: 0.0799|| 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: 1 day, 0:06:46 || Estimated Time: 4 days, 18:15:11
2023-07-28 13:50:12,457 semantic_segmentation INFO: Iters: 26150/150000 || Lr: 0.016833 || Task Loss: 0.2498 || KD Loss: 0.0648|| 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: 1 day, 0:07:19 || Estimated Time: 4 days, 18:14:37
2023-07-28 13:50:45,431 semantic_segmentation INFO: Iters: 26160/150000 || Lr: 0.016832 || Task Loss: 0.2546 || KD Loss: 0.1332|| 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, 0:07:52 || Estimated Time: 4 days, 18:14:03
2023-07-28 13:51:18,406 semantic_segmentation INFO: Iters: 26170/150000 || Lr: 0.016830 || Task Loss: 0.2857 || KD Loss: 0.0837|| 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, 0:08:25 || Estimated Time: 4 days, 18:13:28
2023-07-28 13:51:51,498 semantic_segmentation INFO: Iters: 26180/150000 || Lr: 0.016829 || Task Loss: 0.3128 || KD Loss: 0.1296|| 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: 1 day, 0:08:58 || Estimated Time: 4 days, 18:12:55
2023-07-28 13:52:24,621 semantic_segmentation INFO: Iters: 26190/150000 || Lr: 0.016828 || Task Loss: 0.4403 || KD Loss: 0.1664|| 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: 1 day, 0:09:31 || Estimated Time: 4 days, 18:12:21
2023-07-28 13:52:57,694 semantic_segmentation INFO: Iters: 26200/150000 || Lr: 0.016827 || Task Loss: 0.2069 || KD Loss: 0.0810|| 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, 0:10:04 || Estimated Time: 4 days, 18:11:47
2023-07-28 13:53:30,908 semantic_segmentation INFO: Iters: 26210/150000 || Lr: 0.016826 || Task Loss: 0.2598 || KD Loss: 0.0765|| 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, 0:10:37 || Estimated Time: 4 days, 18:11:14
2023-07-28 13:54:03,968 semantic_segmentation INFO: Iters: 26220/150000 || Lr: 0.016824 || Task Loss: 0.2918 || KD Loss: 0.1257|| 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, 0:11:10 || Estimated Time: 4 days, 18:10:40
2023-07-28 13:54:37,068 semantic_segmentation INFO: Iters: 26230/150000 || Lr: 0.016823 || Task Loss: 0.1956 || KD Loss: 0.0888|| 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: 1 day, 0:11:43 || Estimated Time: 4 days, 18:10:06
2023-07-28 13:55:10,205 semantic_segmentation INFO: Iters: 26240/150000 || Lr: 0.016822 || Task Loss: 0.2635 || KD Loss: 0.0784|| 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, 0:12:17 || Estimated Time: 4 days, 18:09:33
2023-07-28 13:55:43,303 semantic_segmentation INFO: Iters: 26250/150000 || Lr: 0.016821 || Task Loss: 0.2455 || KD Loss: 0.0625|| 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, 0:12:50 || Estimated Time: 4 days, 18:08:59
2023-07-28 13:56:16,331 semantic_segmentation INFO: Iters: 26260/150000 || Lr: 0.016819 || Task Loss: 0.4570 || KD Loss: 0.1823|| 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: 1 day, 0:13:23 || Estimated Time: 4 days, 18:08:25
2023-07-28 13:56:49,193 semantic_segmentation INFO: Iters: 26270/150000 || Lr: 0.016818 || Task Loss: 0.4276 || KD Loss: 0.1957|| 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: 1 day, 0:13:56 || Estimated Time: 4 days, 18:07:50
2023-07-28 13:57:22,124 semantic_segmentation INFO: Iters: 26280/150000 || Lr: 0.016817 || Task Loss: 0.2475 || KD Loss: 0.1047|| 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: 1 day, 0:14:28 || Estimated Time: 4 days, 18:07:16
2023-07-28 13:57:55,096 semantic_segmentation INFO: Iters: 26290/150000 || Lr: 0.016816 || Task Loss: 0.2274 || KD Loss: 0.1117|| 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, 0:15:01 || Estimated Time: 4 days, 18:06:41
2023-07-28 13:58:27,854 semantic_segmentation INFO: Iters: 26300/150000 || Lr: 0.016814 || Task Loss: 0.2635 || KD Loss: 0.0793|| 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: 1 day, 0:15:34 || Estimated Time: 4 days, 18:06:06
2023-07-28 13:59:00,622 semantic_segmentation INFO: Iters: 26310/150000 || Lr: 0.016813 || Task Loss: 0.2600 || KD Loss: 0.0853|| 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: 1 day, 0:16:07 || Estimated Time: 4 days, 18:05:31
2023-07-28 13:59:33,384 semantic_segmentation INFO: Iters: 26320/150000 || Lr: 0.016812 || Task Loss: 0.4074 || KD Loss: 0.1015|| 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: 1 day, 0:16:40 || Estimated Time: 4 days, 18:04:56
2023-07-28 14:00:06,163 semantic_segmentation INFO: Iters: 26330/150000 || Lr: 0.016811 || Task Loss: 0.2415 || KD Loss: 0.0681|| 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: 1 day, 0:17:13 || Estimated Time: 4 days, 18:04:20
2023-07-28 14:00:38,931 semantic_segmentation INFO: Iters: 26340/150000 || Lr: 0.016810 || Task Loss: 0.2747 || KD Loss: 0.0865|| 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: 1 day, 0:17:45 || Estimated Time: 4 days, 18:03:45
2023-07-28 14:01:11,708 semantic_segmentation INFO: Iters: 26350/150000 || Lr: 0.016808 || Task Loss: 0.2326 || KD Loss: 0.0678|| 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, 0:18:18 || Estimated Time: 4 days, 18:03:10
2023-07-28 14:01:44,482 semantic_segmentation INFO: Iters: 26360/150000 || Lr: 0.016807 || Task Loss: 0.2838 || KD Loss: 0.1360|| 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, 0:18:51 || Estimated Time: 4 days, 18:02:35
2023-07-28 14:02:17,230 semantic_segmentation INFO: Iters: 26370/150000 || Lr: 0.016806 || Task Loss: 0.2382 || KD Loss: 0.0709|| 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: 1 day, 0:19:24 || Estimated Time: 4 days, 18:01:59
2023-07-28 14:02:50,114 semantic_segmentation INFO: Iters: 26380/150000 || Lr: 0.016805 || Task Loss: 0.2423 || KD Loss: 0.0610|| 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, 0:19:56 || Estimated Time: 4 days, 18:01:25
2023-07-28 14:03:22,956 semantic_segmentation INFO: Iters: 26390/150000 || Lr: 0.016803 || Task Loss: 0.2979 || KD Loss: 0.0868|| 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: 1 day, 0:20:29 || Estimated Time: 4 days, 18:00:50
2023-07-28 14:03:55,893 semantic_segmentation INFO: Iters: 26400/150000 || Lr: 0.016802 || Task Loss: 0.3537 || KD Loss: 0.1191|| 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: 1 day, 0:21:02 || Estimated Time: 4 days, 18:00:15
2023-07-28 14:03:55,965 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 14:03:56,827 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.957, mIoU: 0.392
2023-07-28 14:03:56,953 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.966, mIoU: 0.486
2023-07-28 14:03:57,065 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.967, mIoU: 0.500
2023-07-28 14:03:57,176 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.527
2023-07-28 14:03:57,288 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.517
2023-07-28 14:03:57,399 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.520
2023-07-28 14:03:57,513 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.545
2023-07-28 14:03:57,626 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.584
2023-07-28 14:03:57,737 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.580
2023-07-28 14:03:57,847 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.959, mIoU: 0.611
2023-07-28 14:03:57,961 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.959, mIoU: 0.618
2023-07-28 14:03:58,075 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.955, mIoU: 0.640
2023-07-28 14:03:58,191 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.954, mIoU: 0.635
2023-07-28 14:03:58,307 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.951, mIoU: 0.624
2023-07-28 14:03:58,415 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.950, mIoU: 0.631
2023-07-28 14:03:58,535 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.948, mIoU: 0.625
2023-07-28 14:03:58,647 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.947, mIoU: 0.621
2023-07-28 14:03:58,757 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.947, mIoU: 0.623
2023-07-28 14:03:58,867 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.946, mIoU: 0.625
2023-07-28 14:03:58,977 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.945, mIoU: 0.630
2023-07-28 14:03:59,087 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.628
2023-07-28 14:03:59,198 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.938, mIoU: 0.608
2023-07-28 14:03:59,313 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.938, mIoU: 0.610
2023-07-28 14:03:59,420 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.937, mIoU: 0.618
2023-07-28 14:03:59,527 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.936, mIoU: 0.630
2023-07-28 14:03:59,634 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.936, mIoU: 0.631
2023-07-28 14:03:59,743 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.935, mIoU: 0.625
2023-07-28 14:03:59,852 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.935, mIoU: 0.621
2023-07-28 14:03:59,969 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-28 14:04:00,092 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.934, mIoU: 0.624
2023-07-28 14:04:00,203 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.935, mIoU: 0.624
2023-07-28 14:04:00,321 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.934, mIoU: 0.621
2023-07-28 14:04:00,432 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.935, mIoU: 0.624
2023-07-28 14:04:00,541 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.935, mIoU: 0.622
2023-07-28 14:04:00,649 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.624
2023-07-28 14:04:00,756 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.935, mIoU: 0.624
2023-07-28 14:04:00,863 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.935, mIoU: 0.621
2023-07-28 14:04:00,969 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.933, mIoU: 0.619
2023-07-28 14:04:01,074 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.932, mIoU: 0.614
2023-07-28 14:04:01,181 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.933, mIoU: 0.615
2023-07-28 14:04:01,291 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.933, mIoU: 0.614
2023-07-28 14:04:01,405 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.933, mIoU: 0.614
2023-07-28 14:04:01,530 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-28 14:04:01,641 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.934, mIoU: 0.616
2023-07-28 14:04:01,751 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.935, mIoU: 0.615
2023-07-28 14:04:01,860 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.935, mIoU: 0.616
2023-07-28 14:04:01,971 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.936, mIoU: 0.617
2023-07-28 14:04:02,077 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.936, mIoU: 0.616
2023-07-28 14:04:02,184 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.936, mIoU: 0.616
2023-07-28 14:04:02,292 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.937, mIoU: 0.620
2023-07-28 14:04:02,398 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.936, mIoU: 0.620
2023-07-28 14:04:02,505 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.936, mIoU: 0.627
2023-07-28 14:04:02,609 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.935, mIoU: 0.626
2023-07-28 14:04:02,715 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.934, mIoU: 0.622
2023-07-28 14:04:02,820 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.933, mIoU: 0.621
2023-07-28 14:04:02,926 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.933, mIoU: 0.620
2023-07-28 14:04:03,034 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.933, mIoU: 0.620
2023-07-28 14:04:03,145 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.934, mIoU: 0.626
2023-07-28 14:04:03,255 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.933, mIoU: 0.623
2023-07-28 14:04:03,373 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.933, mIoU: 0.621
2023-07-28 14:04:03,486 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.932, mIoU: 0.624
2023-07-28 14:04:03,598 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.932, mIoU: 0.626
2023-07-28 14:04:03,712 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.932, mIoU: 0.626
2023-07-28 14:04:03,825 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.932, mIoU: 0.630
2023-07-28 14:04:03,934 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.931, mIoU: 0.629
2023-07-28 14:04:04,041 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.931, mIoU: 0.630
2023-07-28 14:04:04,153 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.929, mIoU: 0.627
2023-07-28 14:04:04,266 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.929, mIoU: 0.627
2023-07-28 14:04:04,387 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.929, mIoU: 0.627
2023-07-28 14:04:04,497 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.929, mIoU: 0.627
2023-07-28 14:04:04,605 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.930, mIoU: 0.627
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2023-07-28 14:04:06,157 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.927, mIoU: 0.626
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2023-07-28 14:04:31,269 semantic_segmentation INFO: Sample: 313, Validation pixAcc: 0.930, mIoU: 0.636
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2023-07-28 14:04:48,093 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.938, mIoU: 0.653
2023-07-28 14:04:48,210 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.938, mIoU: 0.653
2023-07-28 14:04:48,321 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.938, mIoU: 0.654
2023-07-28 14:04:48,430 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.938, mIoU: 0.654
2023-07-28 14:04:48,538 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.938, mIoU: 0.653
2023-07-28 14:04:48,649 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.938, mIoU: 0.653
2023-07-28 14:04:48,758 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.938, mIoU: 0.653
2023-07-28 14:04:48,866 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.938, mIoU: 0.653
2023-07-28 14:04:48,972 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.938, mIoU: 0.653
2023-07-28 14:04:49,085 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.938, mIoU: 0.653
2023-07-28 14:04:49,190 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.938, mIoU: 0.653
2023-07-28 14:04:49,292 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.938, mIoU: 0.653
2023-07-28 14:04:49,397 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-28 14:04:49,503 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-28 14:04:49,607 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-28 14:04:49,713 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-28 14:04:49,817 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-28 14:04:49,921 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-28 14:04:50,030 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-28 14:04:50,141 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-28 14:04:50,254 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-28 14:04:50,366 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-28 14:04:50,476 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-28 14:04:50,588 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.939, mIoU: 0.655
2023-07-28 14:04:50,700 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.939, mIoU: 0.655
2023-07-28 14:04:50,817 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.939, mIoU: 0.655
2023-07-28 14:04:50,928 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.939, mIoU: 0.655
2023-07-28 14:04:51,040 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.939, mIoU: 0.655
2023-07-28 14:04:51,150 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.939, mIoU: 0.655
2023-07-28 14:04:51,261 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 14:04:51,372 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.939, mIoU: 0.655
2023-07-28 14:04:51,485 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.939, mIoU: 0.655
2023-07-28 14:04:51,595 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.939, mIoU: 0.655
2023-07-28 14:04:51,703 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.939, mIoU: 0.655
2023-07-28 14:04:51,815 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 14:04:51,927 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 14:04:52,038 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.940, mIoU: 0.656
2023-07-28 14:05:25,170 semantic_segmentation INFO: Iters: 26410/150000 || Lr: 0.016801 || Task Loss: 0.2244 || KD Loss: 0.0738|| 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, 0:22:32 || Estimated Time: 4 days, 18:04:04
2023-07-28 14:05:57,918 semantic_segmentation INFO: Iters: 26420/150000 || Lr: 0.016800 || Task Loss: 0.2208 || KD Loss: 0.0777|| 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, 0:23:04 || Estimated Time: 4 days, 18:03:29
2023-07-28 14:06:30,698 semantic_segmentation INFO: Iters: 26430/150000 || Lr: 0.016799 || Task Loss: 0.2713 || KD Loss: 0.0727|| 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: 1 day, 0:23:37 || Estimated Time: 4 days, 18:02:54
2023-07-28 14:07:03,470 semantic_segmentation INFO: Iters: 26440/150000 || Lr: 0.016797 || Task Loss: 0.2618 || KD Loss: 0.0711|| 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, 0:24:10 || Estimated Time: 4 days, 18:02:18
2023-07-28 14:07:36,235 semantic_segmentation INFO: Iters: 26450/150000 || Lr: 0.016796 || Task Loss: 0.2868 || KD Loss: 0.0860|| 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, 0:24:43 || Estimated Time: 4 days, 18:01:43
2023-07-28 14:08:09,096 semantic_segmentation INFO: Iters: 26460/150000 || Lr: 0.016795 || Task Loss: 0.2489 || KD Loss: 0.1129|| 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: 1 day, 0:25:15 || Estimated Time: 4 days, 18:01:08
2023-07-28 14:08:41,962 semantic_segmentation INFO: Iters: 26470/150000 || Lr: 0.016794 || Task Loss: 0.2422 || KD Loss: 0.0832|| 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, 0:25:48 || Estimated Time: 4 days, 18:00:33
2023-07-28 14:09:15,050 semantic_segmentation INFO: Iters: 26480/150000 || Lr: 0.016792 || Task Loss: 0.1968 || KD Loss: 0.0517|| 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, 0:26:21 || Estimated Time: 4 days, 17:59:59
2023-07-28 14:09:48,024 semantic_segmentation INFO: Iters: 26490/150000 || Lr: 0.016791 || Task Loss: 0.2783 || KD Loss: 0.1154|| 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, 0:26:54 || Estimated Time: 4 days, 17:59:25
2023-07-28 14:10:24,260 semantic_segmentation INFO: Iters: 26500/150000 || Lr: 0.016790 || Task Loss: 0.2260 || KD Loss: 0.0784|| 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, 0:27:31 || Estimated Time: 4 days, 17:59:06
2023-07-28 14:10:57,233 semantic_segmentation INFO: Iters: 26510/150000 || Lr: 0.016789 || Task Loss: 0.2477 || KD Loss: 0.0566|| 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, 0:28:04 || Estimated Time: 4 days, 17:58:31
2023-07-28 14:11:30,135 semantic_segmentation INFO: Iters: 26520/150000 || Lr: 0.016788 || Task Loss: 0.2605 || KD Loss: 0.0901|| 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, 0:28:36 || Estimated Time: 4 days, 17:57:56
2023-07-28 14:12:02,997 semantic_segmentation INFO: Iters: 26530/150000 || Lr: 0.016786 || Task Loss: 0.2632 || KD Loss: 0.1080|| 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, 0:29:09 || Estimated Time: 4 days, 17:57:22
2023-07-28 14:12:35,954 semantic_segmentation INFO: Iters: 26540/150000 || Lr: 0.016785 || Task Loss: 0.2144 || KD Loss: 0.0534|| 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, 0:29:42 || Estimated Time: 4 days, 17:56:47
2023-07-28 14:13:08,935 semantic_segmentation INFO: Iters: 26550/150000 || Lr: 0.016784 || Task Loss: 0.2534 || KD Loss: 0.1266|| 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, 0:30:15 || Estimated Time: 4 days, 17:56:13
2023-07-28 14:13:41,903 semantic_segmentation INFO: Iters: 26560/150000 || Lr: 0.016783 || Task Loss: 0.2088 || KD Loss: 0.0780|| 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, 0:30:48 || Estimated Time: 4 days, 17:55:38
2023-07-28 14:14:14,877 semantic_segmentation INFO: Iters: 26570/150000 || Lr: 0.016781 || Task Loss: 0.2160 || KD Loss: 0.0598|| 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, 0:31:21 || Estimated Time: 4 days, 17:55:04
2023-07-28 14:14:47,849 semantic_segmentation INFO: Iters: 26580/150000 || Lr: 0.016780 || Task Loss: 0.2515 || KD Loss: 0.0788|| 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: 1 day, 0:31:54 || Estimated Time: 4 days, 17:54:30
2023-07-28 14:15:20,820 semantic_segmentation INFO: Iters: 26590/150000 || Lr: 0.016779 || Task Loss: 0.1986 || KD Loss: 0.0952|| 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, 0:32:27 || Estimated Time: 4 days, 17:53:55
2023-07-28 14:15:53,674 semantic_segmentation INFO: Iters: 26600/150000 || Lr: 0.016778 || Task Loss: 0.2300 || KD Loss: 0.0683|| 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, 0:33:00 || Estimated Time: 4 days, 17:53:20
2023-07-28 14:16:26,566 semantic_segmentation INFO: Iters: 26610/150000 || Lr: 0.016777 || Task Loss: 0.1997 || KD Loss: 0.0649|| 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, 0:33:33 || Estimated Time: 4 days, 17:52:45
2023-07-28 14:16:59,311 semantic_segmentation INFO: Iters: 26620/150000 || Lr: 0.016775 || Task Loss: 0.1848 || KD Loss: 0.0768|| 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, 0:34:06 || Estimated Time: 4 days, 17:52:10
2023-07-28 14:17:32,214 semantic_segmentation INFO: Iters: 26630/150000 || Lr: 0.016774 || Task Loss: 0.2427 || KD Loss: 0.0584|| 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: 1 day, 0:34:39 || Estimated Time: 4 days, 17:51:35
2023-07-28 14:18:05,040 semantic_segmentation INFO: Iters: 26640/150000 || Lr: 0.016773 || Task Loss: 0.2830 || KD Loss: 0.0725|| 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: 1 day, 0:35:11 || Estimated Time: 4 days, 17:51:00
2023-07-28 14:18:37,823 semantic_segmentation INFO: Iters: 26650/150000 || Lr: 0.016772 || Task Loss: 0.2503 || KD Loss: 0.0758|| 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: 1 day, 0:35:44 || Estimated Time: 4 days, 17:50:25
2023-07-28 14:19:10,604 semantic_segmentation INFO: Iters: 26660/150000 || Lr: 0.016770 || Task Loss: 0.2265 || KD Loss: 0.0854|| 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, 0:36:17 || Estimated Time: 4 days, 17:49:50
2023-07-28 14:19:43,359 semantic_segmentation INFO: Iters: 26670/150000 || Lr: 0.016769 || Task Loss: 0.1631 || KD Loss: 0.0539|| 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, 0:36:50 || Estimated Time: 4 days, 17:49:14
2023-07-28 14:20:16,049 semantic_segmentation INFO: Iters: 26680/150000 || Lr: 0.016768 || Task Loss: 0.2291 || KD Loss: 0.0707|| 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, 0:37:22 || Estimated Time: 4 days, 17:48:39
2023-07-28 14:20:48,896 semantic_segmentation INFO: Iters: 26690/150000 || Lr: 0.016767 || Task Loss: 0.1898 || KD Loss: 0.0566|| 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, 0:37:55 || Estimated Time: 4 days, 17:48:03
2023-07-28 14:21:21,683 semantic_segmentation INFO: Iters: 26700/150000 || Lr: 0.016766 || Task Loss: 0.2408 || KD Loss: 0.1126|| 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: 1 day, 0:38:28 || Estimated Time: 4 days, 17:47:28
2023-07-28 14:21:54,442 semantic_segmentation INFO: Iters: 26710/150000 || Lr: 0.016764 || Task Loss: 0.2501 || KD Loss: 0.0837|| 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: 1 day, 0:39:01 || Estimated Time: 4 days, 17:46:53
2023-07-28 14:22:27,193 semantic_segmentation INFO: Iters: 26720/150000 || Lr: 0.016763 || Task Loss: 0.2556 || KD Loss: 0.0919|| 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: 1 day, 0:39:34 || Estimated Time: 4 days, 17:46:17
2023-07-28 14:23:00,022 semantic_segmentation INFO: Iters: 26730/150000 || Lr: 0.016762 || Task Loss: 0.2002 || KD Loss: 0.0493|| 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: 1 day, 0:40:06 || Estimated Time: 4 days, 17:45:42
2023-07-28 14:23:32,927 semantic_segmentation INFO: Iters: 26740/150000 || Lr: 0.016761 || Task Loss: 0.2453 || KD Loss: 0.0978|| 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: 1 day, 0:40:39 || Estimated Time: 4 days, 17:45:08
2023-07-28 14:24:05,735 semantic_segmentation INFO: Iters: 26750/150000 || Lr: 0.016759 || Task Loss: 0.3391 || KD Loss: 0.1171|| 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: 1 day, 0:41:12 || Estimated Time: 4 days, 17:44:33
2023-07-28 14:24:38,665 semantic_segmentation INFO: Iters: 26760/150000 || Lr: 0.016758 || Task Loss: 0.2840 || KD Loss: 0.0897|| 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: 1 day, 0:41:45 || Estimated Time: 4 days, 17:43:58
2023-07-28 14:25:11,493 semantic_segmentation INFO: Iters: 26770/150000 || Lr: 0.016757 || Task Loss: 0.1776 || KD Loss: 0.0664|| 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, 0:42:18 || Estimated Time: 4 days, 17:43:23
2023-07-28 14:25:44,452 semantic_segmentation INFO: Iters: 26780/150000 || Lr: 0.016756 || Task Loss: 0.1921 || KD Loss: 0.0902|| 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, 0:42:51 || Estimated Time: 4 days, 17:42:49
2023-07-28 14:26:17,511 semantic_segmentation INFO: Iters: 26790/150000 || Lr: 0.016755 || Task Loss: 0.3534 || KD Loss: 0.1024|| 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, 0:43:24 || Estimated Time: 4 days, 17:42:15
2023-07-28 14:26:50,483 semantic_segmentation INFO: Iters: 26800/150000 || Lr: 0.016753 || Task Loss: 0.2293 || KD Loss: 0.0654|| 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, 0:43:57 || Estimated Time: 4 days, 17:41:40
2023-07-28 14:27:23,566 semantic_segmentation INFO: Iters: 26810/150000 || Lr: 0.016752 || Task Loss: 0.3588 || KD Loss: 0.1541|| 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: 1 day, 0:44:30 || Estimated Time: 4 days, 17:41:06
2023-07-28 14:27:56,558 semantic_segmentation INFO: Iters: 26820/150000 || Lr: 0.016751 || Task Loss: 0.1952 || KD Loss: 0.0777|| 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, 0:45:03 || Estimated Time: 4 days, 17:40:32
2023-07-28 14:28:29,595 semantic_segmentation INFO: Iters: 26830/150000 || Lr: 0.016750 || Task Loss: 0.2134 || KD Loss: 0.0773|| 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: 1 day, 0:45:36 || Estimated Time: 4 days, 17:39:58
2023-07-28 14:29:02,472 semantic_segmentation INFO: Iters: 26840/150000 || Lr: 0.016748 || Task Loss: 0.3292 || KD Loss: 0.1042|| 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, 0:46:09 || Estimated Time: 4 days, 17:39:23
2023-07-28 14:29:35,247 semantic_segmentation INFO: Iters: 26850/150000 || Lr: 0.016747 || Task Loss: 0.2301 || KD Loss: 0.0697|| 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, 0:46:42 || Estimated Time: 4 days, 17:38:48
2023-07-28 14:30:08,012 semantic_segmentation INFO: Iters: 26860/150000 || Lr: 0.016746 || Task Loss: 0.3675 || KD Loss: 0.1305|| 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, 0:47:14 || Estimated Time: 4 days, 17:38:13
2023-07-28 14:30:40,794 semantic_segmentation INFO: Iters: 26870/150000 || Lr: 0.016745 || Task Loss: 0.2482 || KD Loss: 0.1186|| 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, 0:47:47 || Estimated Time: 4 days, 17:37:37
2023-07-28 14:31:13,536 semantic_segmentation INFO: Iters: 26880/150000 || Lr: 0.016744 || Task Loss: 0.3274 || KD Loss: 0.0888|| 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, 0:48:20 || Estimated Time: 4 days, 17:37:02
2023-07-28 14:31:46,241 semantic_segmentation INFO: Iters: 26890/150000 || Lr: 0.016742 || Task Loss: 0.2474 || KD Loss: 0.0807|| 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, 0:48:53 || Estimated Time: 4 days, 17:36:26
2023-07-28 14:32:19,005 semantic_segmentation INFO: Iters: 26900/150000 || Lr: 0.016741 || Task Loss: 0.2151 || KD Loss: 0.0581|| 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: 1 day, 0:49:25 || Estimated Time: 4 days, 17:35:51
2023-07-28 14:32:51,762 semantic_segmentation INFO: Iters: 26910/150000 || Lr: 0.016740 || Task Loss: 0.2277 || KD Loss: 0.0868|| 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, 0:49:58 || Estimated Time: 4 days, 17:35:16
2023-07-28 14:33:27,383 semantic_segmentation INFO: Iters: 26920/150000 || Lr: 0.016739 || Task Loss: 0.4487 || KD Loss: 0.2108|| 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: 1 day, 0:50:34 || Estimated Time: 4 days, 17:34:52
2023-07-28 14:34:01,087 semantic_segmentation INFO: Iters: 26930/150000 || Lr: 0.016737 || Task Loss: 0.2042 || KD Loss: 0.0851|| 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, 0:51:07 || Estimated Time: 4 days, 17:34:22
2023-07-28 14:34:33,973 semantic_segmentation INFO: Iters: 26940/150000 || Lr: 0.016736 || Task Loss: 0.3788 || KD Loss: 0.1599|| 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, 0:51:40 || Estimated Time: 4 days, 17:33:48
2023-07-28 14:35:07,031 semantic_segmentation INFO: Iters: 26950/150000 || Lr: 0.016735 || Task Loss: 0.4307 || KD Loss: 0.2033|| 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, 0:52:13 || Estimated Time: 4 days, 17:33:14
2023-07-28 14:35:39,977 semantic_segmentation INFO: Iters: 26960/150000 || Lr: 0.016734 || Task Loss: 0.2615 || KD Loss: 0.1319|| 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, 0:52:46 || Estimated Time: 4 days, 17:32:39
2023-07-28 14:36:12,938 semantic_segmentation INFO: Iters: 26970/150000 || Lr: 0.016733 || Task Loss: 0.2182 || KD Loss: 0.0593|| 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, 0:53:19 || Estimated Time: 4 days, 17:32:05
2023-07-28 14:36:45,950 semantic_segmentation INFO: Iters: 26980/150000 || Lr: 0.016731 || Task Loss: 0.2192 || KD Loss: 0.0745|| 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, 0:53:52 || Estimated Time: 4 days, 17:31:31
2023-07-28 14:37:18,916 semantic_segmentation INFO: Iters: 26990/150000 || Lr: 0.016730 || Task Loss: 0.2848 || KD Loss: 0.1328|| 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, 0:54:25 || Estimated Time: 4 days, 17:30:56
2023-07-28 14:37:51,943 semantic_segmentation INFO: Iters: 27000/150000 || Lr: 0.016729 || Task Loss: 0.2787 || KD Loss: 0.0820|| 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: 1 day, 0:54:58 || Estimated Time: 4 days, 17:30:22
2023-07-28 14:38:24,881 semantic_segmentation INFO: Iters: 27010/150000 || Lr: 0.016728 || Task Loss: 0.2499 || KD Loss: 0.1009|| 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: 1 day, 0:55:31 || Estimated Time: 4 days, 17:29:48
2023-07-28 14:38:57,883 semantic_segmentation INFO: Iters: 27020/150000 || Lr: 0.016726 || Task Loss: 0.2294 || KD Loss: 0.0736|| 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, 0:56:04 || Estimated Time: 4 days, 17:29:13
2023-07-28 14:39:30,824 semantic_segmentation INFO: Iters: 27030/150000 || Lr: 0.016725 || Task Loss: 0.1935 || KD Loss: 0.0883|| 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, 0:56:37 || Estimated Time: 4 days, 17:28:39
2023-07-28 14:40:03,565 semantic_segmentation INFO: Iters: 27040/150000 || Lr: 0.016724 || Task Loss: 0.3431 || KD Loss: 0.1442|| 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: 1 day, 0:57:10 || Estimated Time: 4 days, 17:28:04
2023-07-28 14:40:36,337 semantic_segmentation INFO: Iters: 27050/150000 || Lr: 0.016723 || Task Loss: 0.2134 || KD Loss: 0.0621|| 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: 1 day, 0:57:43 || Estimated Time: 4 days, 17:27:28
2023-07-28 14:41:09,106 semantic_segmentation INFO: Iters: 27060/150000 || Lr: 0.016721 || Task Loss: 0.3645 || KD Loss: 0.1247|| 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, 0:58:15 || Estimated Time: 4 days, 17:26:53
2023-07-28 14:41:41,883 semantic_segmentation INFO: Iters: 27070/150000 || Lr: 0.016720 || Task Loss: 0.3765 || KD Loss: 0.0904|| 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, 0:58:48 || Estimated Time: 4 days, 17:26:18
2023-07-28 14:42:14,642 semantic_segmentation INFO: Iters: 27080/150000 || Lr: 0.016719 || Task Loss: 0.2903 || KD Loss: 0.0814|| 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, 0:59:21 || Estimated Time: 4 days, 17:25:42
2023-07-28 14:42:47,343 semantic_segmentation INFO: Iters: 27090/150000 || Lr: 0.016718 || Task Loss: 0.2962 || KD Loss: 0.0717|| 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, 0:59:54 || Estimated Time: 4 days, 17:25:07
2023-07-28 14:43:20,099 semantic_segmentation INFO: Iters: 27100/150000 || Lr: 0.016717 || Task Loss: 0.4173 || KD Loss: 0.1430|| 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: 1 day, 1:00:26 || Estimated Time: 4 days, 17:24:31
2023-07-28 14:43:52,866 semantic_segmentation INFO: Iters: 27110/150000 || Lr: 0.016715 || Task Loss: 0.2224 || KD Loss: 0.0734|| 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, 1:00:59 || Estimated Time: 4 days, 17:23:56
2023-07-28 14:44:25,689 semantic_segmentation INFO: Iters: 27120/150000 || Lr: 0.016714 || Task Loss: 0.2550 || KD Loss: 0.0847|| 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, 1:01:32 || Estimated Time: 4 days, 17:23:21
2023-07-28 14:44:58,488 semantic_segmentation INFO: Iters: 27130/150000 || Lr: 0.016713 || Task Loss: 0.2505 || KD Loss: 0.0703|| 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: 1 day, 1:02:05 || Estimated Time: 4 days, 17:22:46
2023-07-28 14:45:31,451 semantic_segmentation INFO: Iters: 27140/150000 || Lr: 0.016712 || Task Loss: 0.2167 || KD Loss: 0.0891|| 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, 1:02:38 || Estimated Time: 4 days, 17:22:12
2023-07-28 14:46:04,447 semantic_segmentation INFO: Iters: 27150/150000 || Lr: 0.016710 || Task Loss: 0.2560 || KD Loss: 0.0736|| 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, 1:03:11 || Estimated Time: 4 days, 17:21:37
2023-07-28 14:46:37,452 semantic_segmentation INFO: Iters: 27160/150000 || Lr: 0.016709 || Task Loss: 0.4230 || KD Loss: 0.1660|| 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: 1 day, 1:03:44 || Estimated Time: 4 days, 17:21:03
2023-07-28 14:47:10,592 semantic_segmentation INFO: Iters: 27170/150000 || Lr: 0.016708 || Task Loss: 0.1683 || KD Loss: 0.0720|| 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, 1:04:17 || Estimated Time: 4 days, 17:20:30
2023-07-28 14:47:43,607 semantic_segmentation INFO: Iters: 27180/150000 || Lr: 0.016707 || Task Loss: 0.2060 || KD Loss: 0.0573|| 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, 1:04:50 || Estimated Time: 4 days, 17:19:56
2023-07-28 14:48:16,721 semantic_segmentation INFO: Iters: 27190/150000 || Lr: 0.016706 || Task Loss: 0.1724 || KD Loss: 0.0544|| 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, 1:05:23 || Estimated Time: 4 days, 17:19:22
2023-07-28 14:48:49,809 semantic_segmentation INFO: Iters: 27200/150000 || Lr: 0.016704 || Task Loss: 0.1716 || KD Loss: 0.0431|| 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, 1:05:56 || Estimated Time: 4 days, 17:18:48
2023-07-28 14:48:49,884 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 14:48:50,780 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.949, mIoU: 0.393
2023-07-28 14:48:50,893 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.963, mIoU: 0.465
2023-07-28 14:48:51,001 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.966, mIoU: 0.478
2023-07-28 14:48:51,108 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.505
2023-07-28 14:48:51,217 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.501
2023-07-28 14:48:51,322 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.968, mIoU: 0.505
2023-07-28 14:48:51,426 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.506
2023-07-28 14:48:51,529 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.554
2023-07-28 14:48:51,633 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.577
2023-07-28 14:48:51,739 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.961, mIoU: 0.613
2023-07-28 14:48:51,844 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.961, mIoU: 0.622
2023-07-28 14:48:51,947 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.627
2023-07-28 14:48:52,051 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.628
2023-07-28 14:48:52,153 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.622
2023-07-28 14:48:52,260 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.952, mIoU: 0.629
2023-07-28 14:48:52,363 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.621
2023-07-28 14:48:52,466 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.949, mIoU: 0.626
2023-07-28 14:48:52,570 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.949, mIoU: 0.627
2023-07-28 14:48:52,675 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.637
2023-07-28 14:48:52,778 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.644
2023-07-28 14:48:52,884 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.646
2023-07-28 14:48:52,989 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.944, mIoU: 0.633
2023-07-28 14:48:53,099 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.944, mIoU: 0.633
2023-07-28 14:48:53,220 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.944, mIoU: 0.643
2023-07-28 14:48:53,329 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.943, mIoU: 0.656
2023-07-28 14:48:53,435 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.943, mIoU: 0.656
2023-07-28 14:48:53,541 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.943, mIoU: 0.653
2023-07-28 14:48:53,650 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.942, mIoU: 0.650
2023-07-28 14:48:53,761 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.942, mIoU: 0.655
2023-07-28 14:48:53,869 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.941, mIoU: 0.649
2023-07-28 14:48:53,974 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.942, mIoU: 0.648
2023-07-28 14:48:54,079 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-28 14:48:54,183 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.942, mIoU: 0.650
2023-07-28 14:48:54,291 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.942, mIoU: 0.649
2023-07-28 14:48:54,393 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.651
2023-07-28 14:48:54,498 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.942, mIoU: 0.650
2023-07-28 14:48:54,601 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.647
2023-07-28 14:48:54,705 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.647
2023-07-28 14:48:54,809 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.641
2023-07-28 14:48:54,912 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.643
2023-07-28 14:48:55,016 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.646
2023-07-28 14:48:55,121 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.942, mIoU: 0.645
2023-07-28 14:48:55,232 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.943, mIoU: 0.647
2023-07-28 14:48:55,335 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.647
2023-07-28 14:48:55,438 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.943, mIoU: 0.645
2023-07-28 14:48:55,541 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.944, mIoU: 0.645
2023-07-28 14:48:55,646 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.646
2023-07-28 14:48:55,753 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.645
2023-07-28 14:48:55,860 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.645
2023-07-28 14:48:55,973 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.649
2023-07-28 14:48:56,089 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.650
2023-07-28 14:48:56,201 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.944, mIoU: 0.654
2023-07-28 14:48:56,318 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.653
2023-07-28 14:48:56,429 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.653
2023-07-28 14:48:56,539 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.941, mIoU: 0.652
2023-07-28 14:48:56,644 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.940, mIoU: 0.653
2023-07-28 14:48:56,748 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.941, mIoU: 0.654
2023-07-28 14:48:56,852 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.941, mIoU: 0.660
2023-07-28 14:48:56,954 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.941, mIoU: 0.664
2023-07-28 14:48:57,059 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-28 14:48:57,163 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.941, mIoU: 0.666
2023-07-28 14:48:57,269 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.941, mIoU: 0.668
2023-07-28 14:48:57,374 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.941, mIoU: 0.667
2023-07-28 14:48:57,478 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.941, mIoU: 0.670
2023-07-28 14:48:57,587 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.941, mIoU: 0.672
2023-07-28 14:48:57,704 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.940, mIoU: 0.672
2023-07-28 14:48:57,829 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.939, mIoU: 0.669
2023-07-28 14:48:57,956 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.938, mIoU: 0.670
2023-07-28 14:48:58,075 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.938, mIoU: 0.668
2023-07-28 14:48:58,188 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.938, mIoU: 0.668
2023-07-28 14:48:58,301 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.938, mIoU: 0.668
2023-07-28 14:48:58,411 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.939, mIoU: 0.667
2023-07-28 14:48:58,517 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.939, mIoU: 0.666
2023-07-28 14:48:58,629 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.939, mIoU: 0.665
2023-07-28 14:48:58,745 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.939, mIoU: 0.667
2023-07-28 14:48:58,856 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.939, mIoU: 0.668
2023-07-28 14:48:58,966 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.939, mIoU: 0.668
2023-07-28 14:48:59,078 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.939, mIoU: 0.668
2023-07-28 14:48:59,189 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.939, mIoU: 0.668
2023-07-28 14:48:59,302 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.940, mIoU: 0.670
2023-07-28 14:48:59,412 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.940, mIoU: 0.671
2023-07-28 14:48:59,520 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.940, mIoU: 0.670
2023-07-28 14:48:59,626 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.940, mIoU: 0.670
2023-07-28 14:48:59,732 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.939, mIoU: 0.668
2023-07-28 14:48:59,843 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.936, mIoU: 0.664
2023-07-28 14:48:59,956 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.936, mIoU: 0.665
2023-07-28 14:49:00,070 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.936, mIoU: 0.665
2023-07-28 14:49:00,193 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.665
2023-07-28 14:49:00,308 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.937, mIoU: 0.664
2023-07-28 14:49:00,423 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.664
2023-07-28 14:49:00,536 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.937, mIoU: 0.665
2023-07-28 14:49:00,647 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.936, mIoU: 0.671
2023-07-28 14:49:00,758 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.936, mIoU: 0.671
2023-07-28 14:49:00,867 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.936, mIoU: 0.671
2023-07-28 14:49:00,976 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.937, mIoU: 0.671
2023-07-28 14:49:01,091 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.937, mIoU: 0.671
2023-07-28 14:49:01,212 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.937, mIoU: 0.671
2023-07-28 14:49:01,328 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.937, mIoU: 0.671
2023-07-28 14:49:01,439 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.936, mIoU: 0.671
2023-07-28 14:49:01,549 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.936, mIoU: 0.672
2023-07-28 14:49:01,662 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.936, mIoU: 0.672
2023-07-28 14:49:01,770 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-28 14:49:01,877 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.935, mIoU: 0.669
2023-07-28 14:49:01,984 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.669
2023-07-28 14:49:02,094 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.936, mIoU: 0.669
2023-07-28 14:49:02,206 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.936, mIoU: 0.669
2023-07-28 14:49:02,320 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.936, mIoU: 0.669
2023-07-28 14:49:02,440 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.936, mIoU: 0.670
2023-07-28 14:49:02,556 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.936, mIoU: 0.669
2023-07-28 14:49:02,670 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.936, mIoU: 0.669
2023-07-28 14:49:02,783 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.936, mIoU: 0.669
2023-07-28 14:49:02,891 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.936, mIoU: 0.669
2023-07-28 14:49:02,995 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.936, mIoU: 0.669
2023-07-28 14:49:03,099 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.936, mIoU: 0.669
2023-07-28 14:49:03,204 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.936, mIoU: 0.668
2023-07-28 14:49:03,307 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.936, mIoU: 0.668
2023-07-28 14:49:03,414 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.673
2023-07-28 14:49:03,518 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.936, mIoU: 0.675
2023-07-28 14:49:03,622 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.935, mIoU: 0.675
2023-07-28 14:49:03,727 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.936, mIoU: 0.675
2023-07-28 14:49:03,832 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.936, mIoU: 0.675
2023-07-28 14:49:03,938 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.935, mIoU: 0.674
2023-07-28 14:49:04,046 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.936, mIoU: 0.674
2023-07-28 14:49:04,158 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.936, mIoU: 0.678
2023-07-28 14:49:04,275 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.936, mIoU: 0.678
2023-07-28 14:49:04,388 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.936, mIoU: 0.680
2023-07-28 14:49:04,498 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.935, mIoU: 0.682
2023-07-28 14:49:04,606 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.936, mIoU: 0.682
2023-07-28 14:49:04,714 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-28 14:49:04,827 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-28 14:49:04,938 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-28 14:49:05,044 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-28 14:49:05,151 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.937, mIoU: 0.681
2023-07-28 14:49:05,255 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.937, mIoU: 0.680
2023-07-28 14:49:05,358 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.937, mIoU: 0.678
2023-07-28 14:49:05,464 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.937, mIoU: 0.678
2023-07-28 14:49:05,567 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.937, mIoU: 0.678
2023-07-28 14:49:05,670 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.937, mIoU: 0.676
2023-07-28 14:49:05,775 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.937, mIoU: 0.677
2023-07-28 14:49:05,880 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.937, mIoU: 0.679
2023-07-28 14:49:05,983 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.937, mIoU: 0.679
2023-07-28 14:49:06,088 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.937, mIoU: 0.679
2023-07-28 14:49:06,194 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.937, mIoU: 0.678
2023-07-28 14:49:06,304 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.937, mIoU: 0.678
2023-07-28 14:49:06,422 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.937, mIoU: 0.678
2023-07-28 14:49:06,541 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.937, mIoU: 0.679
2023-07-28 14:49:06,654 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.937, mIoU: 0.679
2023-07-28 14:49:06,767 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.937, mIoU: 0.679
2023-07-28 14:49:06,878 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.937, mIoU: 0.679
2023-07-28 14:49:06,989 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.937, mIoU: 0.678
2023-07-28 14:49:07,099 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.937, mIoU: 0.680
2023-07-28 14:49:07,209 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.937, mIoU: 0.680
2023-07-28 14:49:07,317 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.937, mIoU: 0.679
2023-07-28 14:49:07,437 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.937, mIoU: 0.679
2023-07-28 14:49:07,557 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.937, mIoU: 0.680
2023-07-28 14:49:07,668 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.938, mIoU: 0.680
2023-07-28 14:49:07,779 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.938, mIoU: 0.680
2023-07-28 14:49:07,890 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.938, mIoU: 0.680
2023-07-28 14:49:08,001 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.938, mIoU: 0.680
2023-07-28 14:49:08,111 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.938, mIoU: 0.680
2023-07-28 14:49:08,224 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.938, mIoU: 0.679
2023-07-28 14:49:08,328 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.937, mIoU: 0.678
2023-07-28 14:49:08,433 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.937, mIoU: 0.677
2023-07-28 14:49:08,539 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.937, mIoU: 0.677
2023-07-28 14:49:08,643 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.937, mIoU: 0.677
2023-07-28 14:49:08,751 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-28 14:49:08,861 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-28 14:49:08,974 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-28 14:49:09,090 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.938, mIoU: 0.678
2023-07-28 14:49:09,205 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-28 14:49:09,317 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.938, mIoU: 0.678
2023-07-28 14:49:09,429 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.938, mIoU: 0.678
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2023-07-28 14:49:31,229 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.939, mIoU: 0.668
2023-07-28 14:49:31,342 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.939, mIoU: 0.668
2023-07-28 14:49:31,455 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.939, mIoU: 0.668
2023-07-28 14:49:31,568 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.939, mIoU: 0.669
2023-07-28 14:49:31,678 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.939, mIoU: 0.669
2023-07-28 14:49:31,788 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.939, mIoU: 0.669
2023-07-28 14:49:31,893 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.939, mIoU: 0.669
2023-07-28 14:49:32,003 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.939, mIoU: 0.669
2023-07-28 14:49:32,111 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.940, mIoU: 0.669
2023-07-28 14:49:32,227 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.940, mIoU: 0.669
2023-07-28 14:49:32,347 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.940, mIoU: 0.669
2023-07-28 14:49:32,462 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.940, mIoU: 0.670
2023-07-28 14:49:32,577 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.940, mIoU: 0.670
2023-07-28 14:49:32,690 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.940, mIoU: 0.670
2023-07-28 14:49:32,805 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.940, mIoU: 0.670
2023-07-28 14:49:32,911 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.940, mIoU: 0.670
2023-07-28 14:49:33,024 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.940, mIoU: 0.670
2023-07-28 14:49:33,137 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.940, mIoU: 0.670
2023-07-28 14:49:33,253 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.940, mIoU: 0.671
2023-07-28 14:49:33,368 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.940, mIoU: 0.671
2023-07-28 14:49:33,481 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.940, mIoU: 0.671
2023-07-28 14:49:33,595 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.940, mIoU: 0.671
2023-07-28 14:49:33,708 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.940, mIoU: 0.671
2023-07-28 14:49:33,824 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.940, mIoU: 0.672
2023-07-28 14:49:33,933 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.940, mIoU: 0.672
2023-07-28 14:49:34,043 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.941, mIoU: 0.672
2023-07-28 14:49:34,152 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.941, mIoU: 0.672
2023-07-28 14:49:34,269 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.941, mIoU: 0.672
2023-07-28 14:49:34,385 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.941, mIoU: 0.672
2023-07-28 14:49:34,499 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.941, mIoU: 0.672
2023-07-28 14:49:34,613 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.941, mIoU: 0.672
2023-07-28 14:49:34,724 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.941, mIoU: 0.672
2023-07-28 14:49:34,844 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.941, mIoU: 0.672
2023-07-28 14:49:34,951 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.941, mIoU: 0.672
2023-07-28 14:49:35,060 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.941, mIoU: 0.672
2023-07-28 14:49:35,170 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.941, mIoU: 0.672
2023-07-28 14:49:35,283 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.941, mIoU: 0.672
2023-07-28 14:49:35,401 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.941, mIoU: 0.673
2023-07-28 14:49:35,511 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-28 14:49:35,622 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-28 14:49:35,733 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-28 14:49:35,845 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-28 14:49:35,958 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-28 14:49:36,070 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-28 14:49:36,182 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-28 14:49:36,294 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-28 14:49:36,401 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-28 14:49:36,510 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-28 14:49:36,621 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-28 14:49:36,732 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.942, mIoU: 0.674
2023-07-28 14:49:36,846 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.942, mIoU: 0.674
2023-07-28 14:49:36,957 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.942, mIoU: 0.674
2023-07-28 14:49:37,071 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.942, mIoU: 0.674
2023-07-28 14:49:37,186 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-28 14:49:37,301 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-28 14:49:37,411 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.943, mIoU: 0.675
2023-07-28 14:49:37,520 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.943, mIoU: 0.675
2023-07-28 14:49:37,630 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.943, mIoU: 0.675
2023-07-28 14:49:37,744 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.943, mIoU: 0.675
2023-07-28 14:49:37,864 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.943, mIoU: 0.675
2023-07-28 14:49:37,975 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.943, mIoU: 0.675
2023-07-28 14:49:38,084 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.943, mIoU: 0.675
2023-07-28 14:49:38,197 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.943, mIoU: 0.674
2023-07-28 14:49:38,312 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.943, mIoU: 0.674
2023-07-28 14:49:38,425 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.943, mIoU: 0.674
2023-07-28 14:49:38,539 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.943, mIoU: 0.674
2023-07-28 14:49:38,647 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.943, mIoU: 0.674
2023-07-28 14:49:38,754 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.943, mIoU: 0.674
2023-07-28 14:49:38,866 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.943, mIoU: 0.674
2023-07-28 14:49:38,977 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.943, mIoU: 0.674
2023-07-28 14:49:39,093 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.943, mIoU: 0.674
2023-07-28 14:49:39,203 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.943, mIoU: 0.674
2023-07-28 14:49:39,314 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.943, mIoU: 0.674
2023-07-28 14:49:39,420 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.943, mIoU: 0.674
2023-07-28 14:49:39,530 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.944, mIoU: 0.674
2023-07-28 14:49:39,638 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.944, mIoU: 0.674
2023-07-28 14:49:39,747 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.944, mIoU: 0.674
2023-07-28 14:49:39,855 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.944, mIoU: 0.674
2023-07-28 14:49:39,961 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.944, mIoU: 0.674
2023-07-28 14:49:40,065 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.944, mIoU: 0.674
2023-07-28 14:49:40,170 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.944, mIoU: 0.674
2023-07-28 14:49:40,279 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.944, mIoU: 0.674
2023-07-28 14:49:40,385 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.944, mIoU: 0.675
2023-07-28 14:49:40,491 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.944, mIoU: 0.675
2023-07-28 14:49:40,609 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.944, mIoU: 0.674
2023-07-28 14:49:40,730 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.944, mIoU: 0.674
2023-07-28 14:49:40,849 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.944, mIoU: 0.674
2023-07-28 14:49:40,971 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.944, mIoU: 0.675
2023-07-28 14:49:41,089 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.944, mIoU: 0.675
2023-07-28 14:49:41,207 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-28 14:49:41,324 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-28 14:49:41,439 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-28 14:49:41,552 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-28 14:49:41,667 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-28 14:49:41,783 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-28 14:49:41,898 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-28 14:49:42,014 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-28 14:49:42,125 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-28 14:49:42,238 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-28 14:49:42,352 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-28 14:49:42,465 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-28 14:49:42,580 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-28 14:49:42,694 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-28 14:49:42,808 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-28 14:49:42,921 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-28 14:49:43,033 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-28 14:49:43,142 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-28 14:49:43,248 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-28 14:49:43,359 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-28 14:49:43,468 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-28 14:49:43,577 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-28 14:49:43,689 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-28 14:49:43,805 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-28 14:49:43,915 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-28 14:49:44,026 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-28 14:49:44,137 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-28 14:49:44,251 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-28 14:49:44,364 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-28 14:49:44,475 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-28 14:49:44,581 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-28 14:49:44,688 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-28 14:49:44,797 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-28 14:49:44,907 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-28 14:49:45,027 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-28 14:49:45,135 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-28 14:49:45,244 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-28 14:49:45,352 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-28 14:49:45,462 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-28 14:49:45,574 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-28 14:49:45,686 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-28 14:49:45,796 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-28 14:49:45,903 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-28 14:49:46,010 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-28 14:50:19,391 semantic_segmentation INFO: Iters: 27210/150000 || Lr: 0.016703 || Task Loss: 0.2203 || KD Loss: 0.0730|| 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, 1:07:26 || Estimated Time: 4 days, 17:22:29
2023-07-28 14:50:52,143 semantic_segmentation INFO: Iters: 27220/150000 || Lr: 0.016702 || Task Loss: 0.4247 || KD Loss: 0.1738|| 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, 1:07:58 || Estimated Time: 4 days, 17:21:54
2023-07-28 14:51:24,935 semantic_segmentation INFO: Iters: 27230/150000 || Lr: 0.016701 || Task Loss: 0.2416 || KD Loss: 0.0633|| 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, 1:08:31 || Estimated Time: 4 days, 17:21:19
2023-07-28 14:51:57,694 semantic_segmentation INFO: Iters: 27240/150000 || Lr: 0.016699 || Task Loss: 0.1682 || KD Loss: 0.0520|| 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, 1:09:04 || Estimated Time: 4 days, 17:20:43
2023-07-28 14:52:30,468 semantic_segmentation INFO: Iters: 27250/150000 || Lr: 0.016698 || Task Loss: 0.2595 || KD Loss: 0.0816|| 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: 1 day, 1:09:37 || Estimated Time: 4 days, 17:20:08
2023-07-28 14:53:03,237 semantic_segmentation INFO: Iters: 27260/150000 || Lr: 0.016697 || Task Loss: 0.2810 || KD Loss: 0.0904|| 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, 1:10:10 || Estimated Time: 4 days, 17:19:32
2023-07-28 14:53:35,849 semantic_segmentation INFO: Iters: 27270/150000 || Lr: 0.016696 || Task Loss: 0.2229 || KD Loss: 0.0554|| 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, 1:10:42 || Estimated Time: 4 days, 17:18:56
2023-07-28 14:54:08,467 semantic_segmentation INFO: Iters: 27280/150000 || Lr: 0.016695 || Task Loss: 0.2367 || KD Loss: 0.0967|| 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, 1:11:15 || Estimated Time: 4 days, 17:18:20
2023-07-28 14:54:41,231 semantic_segmentation INFO: Iters: 27290/150000 || Lr: 0.016693 || Task Loss: 0.2227 || KD Loss: 0.0712|| 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, 1:11:48 || Estimated Time: 4 days, 17:17:45
2023-07-28 14:55:14,101 semantic_segmentation INFO: Iters: 27300/150000 || Lr: 0.016692 || Task Loss: 0.3037 || KD Loss: 0.0900|| 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: 1 day, 1:12:20 || Estimated Time: 4 days, 17:17:10
2023-07-28 14:55:46,999 semantic_segmentation INFO: Iters: 27310/150000 || Lr: 0.016691 || Task Loss: 0.2438 || KD Loss: 0.0476|| 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, 1:12:53 || Estimated Time: 4 days, 17:16:35
2023-07-28 14:56:19,845 semantic_segmentation INFO: Iters: 27320/150000 || Lr: 0.016690 || Task Loss: 0.3820 || KD Loss: 0.1606|| 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, 1:13:26 || Estimated Time: 4 days, 17:16:00
2023-07-28 14:56:56,078 semantic_segmentation INFO: Iters: 27330/150000 || Lr: 0.016688 || Task Loss: 0.2587 || KD Loss: 0.0688|| 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, 1:14:02 || Estimated Time: 4 days, 17:15:40
2023-07-28 14:57:28,959 semantic_segmentation INFO: Iters: 27340/150000 || Lr: 0.016687 || Task Loss: 0.3379 || KD Loss: 0.1032|| 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, 1:14:35 || Estimated Time: 4 days, 17:15:06
2023-07-28 14:58:01,876 semantic_segmentation INFO: Iters: 27350/150000 || Lr: 0.016686 || Task Loss: 0.2654 || KD Loss: 0.0794|| 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: 1 day, 1:15:08 || Estimated Time: 4 days, 17:14:31
2023-07-28 14:58:35,013 semantic_segmentation INFO: Iters: 27360/150000 || Lr: 0.016685 || Task Loss: 0.2592 || KD Loss: 0.0869|| 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: 1 day, 1:15:41 || Estimated Time: 4 days, 17:13:57
2023-07-28 14:59:08,011 semantic_segmentation INFO: Iters: 27370/150000 || Lr: 0.016684 || Task Loss: 0.2618 || KD Loss: 0.1211|| 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: 1 day, 1:16:14 || Estimated Time: 4 days, 17:13:23
2023-07-28 14:59:40,964 semantic_segmentation INFO: Iters: 27380/150000 || Lr: 0.016682 || Task Loss: 0.2959 || KD Loss: 0.1148|| 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: 1 day, 1:16:47 || Estimated Time: 4 days, 17:12:48
2023-07-28 15:00:13,915 semantic_segmentation INFO: Iters: 27390/150000 || Lr: 0.016681 || Task Loss: 0.2312 || KD Loss: 0.1416|| 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, 1:17:20 || Estimated Time: 4 days, 17:12:14
2023-07-28 15:00:46,695 semantic_segmentation INFO: Iters: 27400/150000 || Lr: 0.016680 || Task Loss: 0.3273 || KD Loss: 0.1811|| 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: 1 day, 1:17:53 || Estimated Time: 4 days, 17:11:39
2023-07-28 15:01:19,668 semantic_segmentation INFO: Iters: 27410/150000 || Lr: 0.016679 || Task Loss: 0.3356 || KD Loss: 0.1328|| 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, 1:18:26 || Estimated Time: 4 days, 17:11:04
2023-07-28 15:01:52,432 semantic_segmentation INFO: Iters: 27420/150000 || Lr: 0.016677 || Task Loss: 0.2446 || KD Loss: 0.0746|| 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: 1 day, 1:18:59 || Estimated Time: 4 days, 17:10:29
2023-07-28 15:02:25,204 semantic_segmentation INFO: Iters: 27430/150000 || Lr: 0.016676 || Task Loss: 0.2362 || KD Loss: 0.0889|| 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, 1:19:32 || Estimated Time: 4 days, 17:09:54
2023-07-28 15:02:57,967 semantic_segmentation INFO: Iters: 27440/150000 || Lr: 0.016675 || Task Loss: 0.2671 || KD Loss: 0.0902|| 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: 1 day, 1:20:04 || Estimated Time: 4 days, 17:09:18
2023-07-28 15:03:30,722 semantic_segmentation INFO: Iters: 27450/150000 || Lr: 0.016674 || Task Loss: 0.3214 || KD Loss: 0.1179|| 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, 1:20:37 || Estimated Time: 4 days, 17:08:43
2023-07-28 15:04:03,513 semantic_segmentation INFO: Iters: 27460/150000 || Lr: 0.016673 || Task Loss: 0.2693 || KD Loss: 0.0726|| 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, 1:21:10 || Estimated Time: 4 days, 17:08:07
2023-07-28 15:04:36,264 semantic_segmentation INFO: Iters: 27470/150000 || Lr: 0.016671 || Task Loss: 0.2406 || KD Loss: 0.0687|| 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: 1 day, 1:21:43 || Estimated Time: 4 days, 17:07:32
2023-07-28 15:05:09,025 semantic_segmentation INFO: Iters: 27480/150000 || Lr: 0.016670 || Task Loss: 0.2168 || KD Loss: 0.0706|| 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, 1:22:15 || Estimated Time: 4 days, 17:06:57
2023-07-28 15:05:41,778 semantic_segmentation INFO: Iters: 27490/150000 || Lr: 0.016669 || Task Loss: 0.2326 || KD Loss: 0.0691|| 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: 1 day, 1:22:48 || Estimated Time: 4 days, 17:06:21
2023-07-28 15:06:14,591 semantic_segmentation INFO: Iters: 27500/150000 || Lr: 0.016668 || Task Loss: 0.3765 || KD Loss: 0.1400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1318|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:23:21 || Estimated Time: 4 days, 17:05:46
2023-07-28 15:06:47,444 semantic_segmentation INFO: Iters: 27510/150000 || Lr: 0.016666 || Task Loss: 0.3498 || KD Loss: 0.0978|| 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, 1:23:54 || Estimated Time: 4 days, 17:05:11
2023-07-28 15:07:20,306 semantic_segmentation INFO: Iters: 27520/150000 || Lr: 0.016665 || Task Loss: 0.2899 || KD Loss: 0.0841|| 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, 1:24:27 || Estimated Time: 4 days, 17:04:36
2023-07-28 15:07:53,107 semantic_segmentation INFO: Iters: 27530/150000 || Lr: 0.016664 || Task Loss: 0.2183 || KD Loss: 0.0567|| 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, 1:24:59 || Estimated Time: 4 days, 17:04:01
2023-07-28 15:08:25,999 semantic_segmentation INFO: Iters: 27540/150000 || Lr: 0.016663 || Task Loss: 0.1511 || KD Loss: 0.0466|| 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: 1 day, 1:25:32 || Estimated Time: 4 days, 17:03:27
2023-07-28 15:08:58,819 semantic_segmentation INFO: Iters: 27550/150000 || Lr: 0.016661 || Task Loss: 0.2183 || KD Loss: 0.0641|| 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, 1:26:05 || Estimated Time: 4 days, 17:02:51
2023-07-28 15:09:31,585 semantic_segmentation INFO: Iters: 27560/150000 || Lr: 0.016660 || Task Loss: 0.2950 || KD Loss: 0.0724|| 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, 1:26:38 || Estimated Time: 4 days, 17:02:16
2023-07-28 15:10:04,470 semantic_segmentation INFO: Iters: 27570/150000 || Lr: 0.016659 || Task Loss: 0.1940 || KD Loss: 0.0698|| 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, 1:27:11 || Estimated Time: 4 days, 17:01:41
2023-07-28 15:10:37,260 semantic_segmentation INFO: Iters: 27580/150000 || Lr: 0.016658 || Task Loss: 0.2055 || KD Loss: 0.0505|| 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, 1:27:44 || Estimated Time: 4 days, 17:01:06
2023-07-28 15:11:09,980 semantic_segmentation INFO: Iters: 27590/150000 || Lr: 0.016657 || Task Loss: 0.1799 || KD Loss: 0.0543|| 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, 1:28:16 || Estimated Time: 4 days, 17:00:31
2023-07-28 15:11:42,585 semantic_segmentation INFO: Iters: 27600/150000 || Lr: 0.016655 || Task Loss: 0.2128 || KD Loss: 0.0625|| 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, 1:28:49 || Estimated Time: 4 days, 16:59:55
2023-07-28 15:12:15,145 semantic_segmentation INFO: Iters: 27610/150000 || Lr: 0.016654 || Task Loss: 0.2585 || KD Loss: 0.1109|| 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: 1 day, 1:29:22 || Estimated Time: 4 days, 16:59:18
2023-07-28 15:12:47,681 semantic_segmentation INFO: Iters: 27620/150000 || Lr: 0.016653 || Task Loss: 0.2083 || KD Loss: 0.0461|| 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, 1:29:54 || Estimated Time: 4 days, 16:58:42
2023-07-28 15:13:20,258 semantic_segmentation INFO: Iters: 27630/150000 || Lr: 0.016652 || Task Loss: 0.2295 || KD Loss: 0.0635|| 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: 1 day, 1:30:27 || Estimated Time: 4 days, 16:58:06
2023-07-28 15:13:52,794 semantic_segmentation INFO: Iters: 27640/150000 || Lr: 0.016650 || Task Loss: 0.2794 || KD Loss: 0.1851|| 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, 1:30:59 || Estimated Time: 4 days, 16:57:30
2023-07-28 15:14:25,253 semantic_segmentation INFO: Iters: 27650/150000 || Lr: 0.016649 || Task Loss: 0.2956 || KD Loss: 0.0925|| 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, 1:31:32 || Estimated Time: 4 days, 16:56:53
2023-07-28 15:14:57,710 semantic_segmentation INFO: Iters: 27660/150000 || Lr: 0.016648 || Task Loss: 0.2547 || KD Loss: 0.1190|| 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, 1:32:04 || Estimated Time: 4 days, 16:56:16
2023-07-28 15:15:30,065 semantic_segmentation INFO: Iters: 27670/150000 || Lr: 0.016647 || Task Loss: 0.2291 || KD Loss: 0.0680|| 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, 1:32:36 || Estimated Time: 4 days, 16:55:39
2023-07-28 15:16:02,513 semantic_segmentation INFO: Iters: 27680/150000 || Lr: 0.016646 || Task Loss: 0.2855 || KD Loss: 0.0738|| 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, 1:33:09 || Estimated Time: 4 days, 16:55:02
2023-07-28 15:16:34,964 semantic_segmentation INFO: Iters: 27690/150000 || Lr: 0.016644 || Task Loss: 0.2636 || KD Loss: 0.0925|| 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: 1 day, 1:33:41 || Estimated Time: 4 days, 16:54:26
2023-07-28 15:17:07,442 semantic_segmentation INFO: Iters: 27700/150000 || Lr: 0.016643 || Task Loss: 0.2334 || KD Loss: 0.0621|| 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, 1:34:14 || Estimated Time: 4 days, 16:53:49
2023-07-28 15:17:39,938 semantic_segmentation INFO: Iters: 27710/150000 || Lr: 0.016642 || Task Loss: 0.3363 || KD Loss: 0.0967|| 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, 1:34:46 || Estimated Time: 4 days, 16:53:13
2023-07-28 15:18:12,508 semantic_segmentation INFO: Iters: 27720/150000 || Lr: 0.016641 || Task Loss: 0.3021 || KD Loss: 0.0829|| 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: 1 day, 1:35:19 || Estimated Time: 4 days, 16:52:36
2023-07-28 15:18:45,025 semantic_segmentation INFO: Iters: 27730/150000 || Lr: 0.016639 || Task Loss: 0.2656 || KD Loss: 0.1002|| 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: 1 day, 1:35:51 || Estimated Time: 4 days, 16:52:00
2023-07-28 15:19:17,531 semantic_segmentation INFO: Iters: 27740/150000 || Lr: 0.016638 || Task Loss: 0.2646 || KD Loss: 0.0681|| 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, 1:36:24 || Estimated Time: 4 days, 16:51:24
2023-07-28 15:19:51,484 semantic_segmentation INFO: Iters: 27750/150000 || Lr: 0.016637 || Task Loss: 0.2769 || KD Loss: 0.0845|| 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, 1:36:58 || Estimated Time: 4 days, 16:50:53
2023-07-28 15:20:25,343 semantic_segmentation INFO: Iters: 27760/150000 || Lr: 0.016636 || Task Loss: 0.2430 || KD Loss: 0.0764|| 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, 1:37:32 || Estimated Time: 4 days, 16:50:23
2023-07-28 15:20:57,673 semantic_segmentation INFO: Iters: 27770/150000 || Lr: 0.016635 || Task Loss: 0.2793 || KD Loss: 0.0834|| 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: 1 day, 1:38:04 || Estimated Time: 4 days, 16:49:46
2023-07-28 15:21:30,036 semantic_segmentation INFO: Iters: 27780/150000 || Lr: 0.016633 || Task Loss: 0.4228 || KD Loss: 0.1106|| 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, 1:38:36 || Estimated Time: 4 days, 16:49:09
2023-07-28 15:22:02,392 semantic_segmentation INFO: Iters: 27790/150000 || Lr: 0.016632 || Task Loss: 0.2122 || KD Loss: 0.0794|| 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, 1:39:09 || Estimated Time: 4 days, 16:48:32
2023-07-28 15:22:34,766 semantic_segmentation INFO: Iters: 27800/150000 || Lr: 0.016631 || Task Loss: 0.2135 || KD Loss: 0.0632|| 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, 1:39:41 || Estimated Time: 4 days, 16:47:55
2023-07-28 15:23:07,067 semantic_segmentation INFO: Iters: 27810/150000 || Lr: 0.016630 || Task Loss: 0.1848 || KD Loss: 0.0730|| 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, 1:40:13 || Estimated Time: 4 days, 16:47:18
2023-07-28 15:23:39,449 semantic_segmentation INFO: Iters: 27820/150000 || Lr: 0.016628 || Task Loss: 0.2010 || KD Loss: 0.0503|| 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: 1 day, 1:40:46 || Estimated Time: 4 days, 16:46:41
2023-07-28 15:24:11,782 semantic_segmentation INFO: Iters: 27830/150000 || Lr: 0.016627 || Task Loss: 0.1819 || KD Loss: 0.0504|| 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, 1:41:18 || Estimated Time: 4 days, 16:46:03
2023-07-28 15:24:44,073 semantic_segmentation INFO: Iters: 27840/150000 || Lr: 0.016626 || Task Loss: 0.3092 || KD Loss: 0.0887|| 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: 1 day, 1:41:50 || Estimated Time: 4 days, 16:45:26
2023-07-28 15:25:16,462 semantic_segmentation INFO: Iters: 27850/150000 || Lr: 0.016625 || Task Loss: 0.2264 || KD Loss: 0.0799|| 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, 1:42:23 || Estimated Time: 4 days, 16:44:49
2023-07-28 15:25:48,836 semantic_segmentation INFO: Iters: 27860/150000 || Lr: 0.016624 || Task Loss: 0.2655 || KD Loss: 0.1000|| 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: 1 day, 1:42:55 || Estimated Time: 4 days, 16:44:12
2023-07-28 15:26:21,122 semantic_segmentation INFO: Iters: 27870/150000 || Lr: 0.016622 || Task Loss: 0.2090 || KD Loss: 0.0646|| 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: 1 day, 1:43:27 || Estimated Time: 4 days, 16:43:35
2023-07-28 15:26:53,402 semantic_segmentation INFO: Iters: 27880/150000 || Lr: 0.016621 || Task Loss: 0.2880 || KD Loss: 0.0918|| 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, 1:44:00 || Estimated Time: 4 days, 16:42:58
2023-07-28 15:27:25,616 semantic_segmentation INFO: Iters: 27890/150000 || Lr: 0.016620 || Task Loss: 0.2401 || KD Loss: 0.0784|| 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: 1 day, 1:44:32 || Estimated Time: 4 days, 16:42:20
2023-07-28 15:27:57,900 semantic_segmentation INFO: Iters: 27900/150000 || Lr: 0.016619 || Task Loss: 0.1969 || KD Loss: 0.0550|| 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, 1:45:04 || Estimated Time: 4 days, 16:41:43
2023-07-28 15:28:30,145 semantic_segmentation INFO: Iters: 27910/150000 || Lr: 0.016617 || Task Loss: 0.2409 || KD Loss: 0.0838|| 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, 1:45:37 || Estimated Time: 4 days, 16:41:05
2023-07-28 15:29:02,358 semantic_segmentation INFO: Iters: 27920/150000 || Lr: 0.016616 || Task Loss: 0.2433 || KD Loss: 0.0729|| 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, 1:46:09 || Estimated Time: 4 days, 16:40:27
2023-07-28 15:29:34,639 semantic_segmentation INFO: Iters: 27930/150000 || Lr: 0.016615 || Task Loss: 0.2691 || KD Loss: 0.0733|| 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: 1 day, 1:46:41 || Estimated Time: 4 days, 16:39:50
2023-07-28 15:30:06,883 semantic_segmentation INFO: Iters: 27940/150000 || Lr: 0.016614 || Task Loss: 0.2886 || KD Loss: 0.0843|| 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: 1 day, 1:47:13 || Estimated Time: 4 days, 16:39:12
2023-07-28 15:30:39,115 semantic_segmentation INFO: Iters: 27950/150000 || Lr: 0.016613 || Task Loss: 0.2197 || KD Loss: 0.0809|| 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: 1 day, 1:47:45 || Estimated Time: 4 days, 16:38:35
2023-07-28 15:31:11,304 semantic_segmentation INFO: Iters: 27960/150000 || Lr: 0.016611 || Task Loss: 0.2450 || KD Loss: 0.0823|| 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: 1 day, 1:48:18 || Estimated Time: 4 days, 16:37:57
2023-07-28 15:31:43,656 semantic_segmentation INFO: Iters: 27970/150000 || Lr: 0.016610 || Task Loss: 0.3315 || KD Loss: 0.0959|| 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: 1 day, 1:48:50 || Estimated Time: 4 days, 16:37:20
2023-07-28 15:32:15,895 semantic_segmentation INFO: Iters: 27980/150000 || Lr: 0.016609 || Task Loss: 0.2063 || KD Loss: 0.1015|| 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: 1 day, 1:49:22 || Estimated Time: 4 days, 16:36:42
2023-07-28 15:32:48,076 semantic_segmentation INFO: Iters: 27990/150000 || Lr: 0.016608 || Task Loss: 0.2830 || KD Loss: 0.1008|| 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, 1:49:54 || Estimated Time: 4 days, 16:36:05
2023-07-28 15:33:20,289 semantic_segmentation INFO: Iters: 28000/150000 || Lr: 0.016606 || Task Loss: 0.2918 || KD Loss: 0.1133|| 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, 1:50:27 || Estimated Time: 4 days, 16:35:27
2023-07-28 15:33:20,357 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 15:33:21,145 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.949, mIoU: 0.383
2023-07-28 15:33:21,260 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.471
2023-07-28 15:33:21,368 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.478
2023-07-28 15:33:21,479 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.961, mIoU: 0.504
2023-07-28 15:33:21,594 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.960, mIoU: 0.496
2023-07-28 15:33:21,703 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.500
2023-07-28 15:33:21,807 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.509
2023-07-28 15:33:21,915 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.550
2023-07-28 15:33:22,025 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.958, mIoU: 0.601
2023-07-28 15:33:22,141 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.955, mIoU: 0.625
2023-07-28 15:33:22,249 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.956, mIoU: 0.629
2023-07-28 15:33:22,357 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.953, mIoU: 0.645
2023-07-28 15:33:22,467 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.952, mIoU: 0.651
2023-07-28 15:33:22,571 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.949, mIoU: 0.632
2023-07-28 15:33:22,677 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.946, mIoU: 0.623
2023-07-28 15:33:22,780 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.945, mIoU: 0.617
2023-07-28 15:33:22,882 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.945, mIoU: 0.620
2023-07-28 15:33:22,985 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.944, mIoU: 0.620
2023-07-28 15:33:23,089 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.943, mIoU: 0.628
2023-07-28 15:33:23,194 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.943, mIoU: 0.634
2023-07-28 15:33:23,299 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.943, mIoU: 0.637
2023-07-28 15:33:23,405 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.940, mIoU: 0.649
2023-07-28 15:33:23,513 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.940, mIoU: 0.652
2023-07-28 15:33:23,625 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.659
2023-07-28 15:33:23,731 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.938, mIoU: 0.669
2023-07-28 15:33:23,838 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.938, mIoU: 0.669
2023-07-28 15:33:23,947 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.937, mIoU: 0.660
2023-07-28 15:33:24,055 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.937, mIoU: 0.657
2023-07-28 15:33:24,162 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.937, mIoU: 0.659
2023-07-28 15:33:24,266 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.936, mIoU: 0.665
2023-07-28 15:33:24,374 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.937, mIoU: 0.664
2023-07-28 15:33:24,487 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.936, mIoU: 0.661
2023-07-28 15:33:24,597 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.937, mIoU: 0.663
2023-07-28 15:33:24,706 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.937, mIoU: 0.662
2023-07-28 15:33:24,814 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.663
2023-07-28 15:33:24,924 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.662
2023-07-28 15:33:25,027 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-28 15:33:25,131 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.935, mIoU: 0.657
2023-07-28 15:33:25,233 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.935, mIoU: 0.653
2023-07-28 15:33:25,337 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.936, mIoU: 0.654
2023-07-28 15:33:25,443 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.936, mIoU: 0.655
2023-07-28 15:33:25,547 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.937, mIoU: 0.655
2023-07-28 15:33:25,652 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.937, mIoU: 0.655
2023-07-28 15:33:25,756 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.938, mIoU: 0.657
2023-07-28 15:33:25,860 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.938, mIoU: 0.655
2023-07-28 15:33:25,967 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.938, mIoU: 0.655
2023-07-28 15:33:26,076 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 15:33:26,185 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-28 15:33:26,297 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-28 15:33:26,406 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-28 15:33:26,514 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-28 15:33:26,625 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.938, mIoU: 0.656
2023-07-28 15:33:26,733 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.937, mIoU: 0.656
2023-07-28 15:33:26,843 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.937, mIoU: 0.659
2023-07-28 15:33:26,953 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.935, mIoU: 0.658
2023-07-28 15:33:27,065 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.935, mIoU: 0.656
2023-07-28 15:33:27,175 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.935, mIoU: 0.657
2023-07-28 15:33:27,281 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.936, mIoU: 0.662
2023-07-28 15:33:27,386 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.935, mIoU: 0.659
2023-07-28 15:33:27,490 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.935, mIoU: 0.657
2023-07-28 15:33:27,593 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.934, mIoU: 0.660
2023-07-28 15:33:27,696 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.934, mIoU: 0.661
2023-07-28 15:33:27,800 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.934, mIoU: 0.660
2023-07-28 15:33:27,905 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.934, mIoU: 0.661
2023-07-28 15:33:28,009 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.933, mIoU: 0.661
2023-07-28 15:33:28,116 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.933, mIoU: 0.661
2023-07-28 15:33:28,225 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.931, mIoU: 0.659
2023-07-28 15:33:28,339 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.930, mIoU: 0.658
2023-07-28 15:33:28,446 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.929, mIoU: 0.656
2023-07-28 15:33:28,553 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.930, mIoU: 0.656
2023-07-28 15:33:28,665 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.930, mIoU: 0.656
2023-07-28 15:33:28,779 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.930, mIoU: 0.654
2023-07-28 15:33:28,886 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-28 15:33:28,995 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.930, mIoU: 0.650
2023-07-28 15:33:29,104 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.930, mIoU: 0.652
2023-07-28 15:33:29,213 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.930, mIoU: 0.652
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2023-07-28 15:33:29,738 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.931, mIoU: 0.654
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2023-07-28 15:33:30,050 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.930, mIoU: 0.652
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2023-07-28 15:33:30,909 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.927, mIoU: 0.648
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2023-07-28 15:34:11,630 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.940, mIoU: 0.662
2023-07-28 15:34:11,733 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-28 15:34:11,837 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-28 15:34:11,942 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-28 15:34:12,052 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-28 15:34:12,169 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-28 15:34:12,283 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-28 15:34:12,395 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-28 15:34:12,507 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-28 15:34:12,618 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-28 15:34:12,729 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-28 15:34:12,840 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-28 15:34:12,949 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-28 15:34:13,057 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-28 15:34:13,163 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-28 15:34:13,266 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-28 15:34:13,368 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-28 15:34:13,471 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.940, mIoU: 0.664
2023-07-28 15:34:13,574 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.940, mIoU: 0.664
2023-07-28 15:34:13,678 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.941, mIoU: 0.664
2023-07-28 15:34:13,781 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.940, mIoU: 0.664
2023-07-28 15:34:13,884 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.940, mIoU: 0.664
2023-07-28 15:34:13,987 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.941, mIoU: 0.664
2023-07-28 15:34:14,091 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.941, mIoU: 0.665
2023-07-28 15:34:14,200 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.941, mIoU: 0.664
2023-07-28 15:34:14,309 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.941, mIoU: 0.664
2023-07-28 15:34:14,422 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.941, mIoU: 0.665
2023-07-28 15:34:14,534 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.941, mIoU: 0.665
2023-07-28 15:34:14,646 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.941, mIoU: 0.665
2023-07-28 15:34:14,757 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.941, mIoU: 0.665
2023-07-28 15:34:14,868 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.941, mIoU: 0.665
2023-07-28 15:34:47,696 semantic_segmentation INFO: Iters: 28010/150000 || Lr: 0.016605 || Task Loss: 0.2270 || KD Loss: 0.0850|| 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, 1:51:54 || Estimated Time: 4 days, 16:38:50
2023-07-28 15:35:19,886 semantic_segmentation INFO: Iters: 28020/150000 || Lr: 0.016604 || Task Loss: 0.3137 || KD Loss: 0.0907|| 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: 1 day, 1:52:26 || Estimated Time: 4 days, 16:38:12
2023-07-28 15:35:51,980 semantic_segmentation INFO: Iters: 28030/150000 || Lr: 0.016603 || Task Loss: 0.2294 || KD Loss: 0.0582|| 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: 1 day, 1:52:58 || Estimated Time: 4 days, 16:37:34
2023-07-28 15:36:24,128 semantic_segmentation INFO: Iters: 28040/150000 || Lr: 0.016601 || Task Loss: 0.2453 || KD Loss: 0.0846|| 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, 1:53:30 || Estimated Time: 4 days, 16:36:56
2023-07-28 15:36:56,323 semantic_segmentation INFO: Iters: 28050/150000 || Lr: 0.016600 || Task Loss: 0.2660 || KD Loss: 0.0800|| 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, 1:54:03 || Estimated Time: 4 days, 16:36:18
2023-07-28 15:37:28,596 semantic_segmentation INFO: Iters: 28060/150000 || Lr: 0.016599 || Task Loss: 0.2168 || KD Loss: 0.0639|| 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, 1:54:35 || Estimated Time: 4 days, 16:35:41
2023-07-28 15:38:00,929 semantic_segmentation INFO: Iters: 28070/150000 || Lr: 0.016598 || Task Loss: 0.2581 || KD Loss: 0.0643|| 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, 1:55:07 || Estimated Time: 4 days, 16:35:03
2023-07-28 15:38:33,146 semantic_segmentation INFO: Iters: 28080/150000 || Lr: 0.016597 || Task Loss: 0.1756 || KD Loss: 0.0614|| 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, 1:55:40 || Estimated Time: 4 days, 16:34:26
2023-07-28 15:39:05,464 semantic_segmentation INFO: Iters: 28090/150000 || Lr: 0.016595 || Task Loss: 0.3600 || KD Loss: 0.1033|| 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, 1:56:12 || Estimated Time: 4 days, 16:33:48
2023-07-28 15:39:37,700 semantic_segmentation INFO: Iters: 28100/150000 || Lr: 0.016594 || Task Loss: 0.2478 || KD Loss: 0.1286|| 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: 1 day, 1:56:44 || Estimated Time: 4 days, 16:33:11
2023-07-28 15:40:09,994 semantic_segmentation INFO: Iters: 28110/150000 || Lr: 0.016593 || Task Loss: 0.2195 || KD Loss: 0.0552|| 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: 1 day, 1:57:16 || Estimated Time: 4 days, 16:32:33
2023-07-28 15:40:42,192 semantic_segmentation INFO: Iters: 28120/150000 || Lr: 0.016592 || Task Loss: 0.2285 || KD Loss: 0.0761|| 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, 1:57:49 || Estimated Time: 4 days, 16:31:56
2023-07-28 15:41:14,507 semantic_segmentation INFO: Iters: 28130/150000 || Lr: 0.016590 || Task Loss: 0.2314 || KD Loss: 0.0801|| 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, 1:58:21 || Estimated Time: 4 days, 16:31:18
2023-07-28 15:41:46,846 semantic_segmentation INFO: Iters: 28140/150000 || Lr: 0.016589 || Task Loss: 0.2008 || KD Loss: 0.0480|| 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: 1 day, 1:58:53 || Estimated Time: 4 days, 16:30:41
2023-07-28 15:42:19,117 semantic_segmentation INFO: Iters: 28150/150000 || Lr: 0.016588 || Task Loss: 0.3546 || KD Loss: 0.1113|| 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, 1:59:25 || Estimated Time: 4 days, 16:30:04
2023-07-28 15:42:52,872 semantic_segmentation INFO: Iters: 28160/150000 || Lr: 0.016587 || Task Loss: 0.1758 || KD Loss: 0.0537|| 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: 1 day, 1:59:59 || Estimated Time: 4 days, 16:29:32
2023-07-28 15:43:26,706 semantic_segmentation INFO: Iters: 28170/150000 || Lr: 0.016586 || Task Loss: 0.1576 || KD Loss: 0.0560|| 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, 2:00:33 || Estimated Time: 4 days, 16:29:02
2023-07-28 15:43:58,979 semantic_segmentation INFO: Iters: 28180/150000 || Lr: 0.016584 || Task Loss: 0.2462 || KD Loss: 0.0764|| 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, 2:01:05 || Estimated Time: 4 days, 16:28:25
2023-07-28 15:44:31,159 semantic_segmentation INFO: Iters: 28190/150000 || Lr: 0.016583 || Task Loss: 0.3265 || KD Loss: 0.0838|| 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, 2:01:38 || Estimated Time: 4 days, 16:27:47
2023-07-28 15:45:03,513 semantic_segmentation INFO: Iters: 28200/150000 || Lr: 0.016582 || Task Loss: 0.2865 || KD Loss: 0.1063|| 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, 2:02:10 || Estimated Time: 4 days, 16:27:10
2023-07-28 15:45:35,743 semantic_segmentation INFO: Iters: 28210/150000 || Lr: 0.016581 || Task Loss: 0.2372 || KD Loss: 0.0888|| 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, 2:02:42 || Estimated Time: 4 days, 16:26:33
2023-07-28 15:46:07,954 semantic_segmentation INFO: Iters: 28220/150000 || Lr: 0.016579 || Task Loss: 0.2613 || KD Loss: 0.0851|| 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: 1 day, 2:03:14 || Estimated Time: 4 days, 16:25:55
2023-07-28 15:46:40,205 semantic_segmentation INFO: Iters: 28230/150000 || Lr: 0.016578 || Task Loss: 0.2440 || KD Loss: 0.0653|| 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, 2:03:47 || Estimated Time: 4 days, 16:25:17
2023-07-28 15:47:12,496 semantic_segmentation INFO: Iters: 28240/150000 || Lr: 0.016577 || Task Loss: 0.2835 || KD Loss: 0.0858|| 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, 2:04:19 || Estimated Time: 4 days, 16:24:40
2023-07-28 15:47:44,722 semantic_segmentation INFO: Iters: 28250/150000 || Lr: 0.016576 || Task Loss: 0.3265 || KD Loss: 0.1265|| 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, 2:04:51 || Estimated Time: 4 days, 16:24:02
2023-07-28 15:48:16,987 semantic_segmentation INFO: Iters: 28260/150000 || Lr: 0.016575 || Task Loss: 0.3684 || KD Loss: 0.1194|| 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: 1 day, 2:05:23 || Estimated Time: 4 days, 16:23:25
2023-07-28 15:48:49,252 semantic_segmentation INFO: Iters: 28270/150000 || Lr: 0.016573 || Task Loss: 0.2429 || KD Loss: 0.0746|| 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, 2:05:56 || Estimated Time: 4 days, 16:22:48
2023-07-28 15:49:21,447 semantic_segmentation INFO: Iters: 28280/150000 || Lr: 0.016572 || Task Loss: 0.2702 || KD Loss: 0.0765|| 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, 2:06:28 || Estimated Time: 4 days, 16:22:10
2023-07-28 15:49:53,705 semantic_segmentation INFO: Iters: 28290/150000 || Lr: 0.016571 || Task Loss: 0.2388 || KD Loss: 0.0512|| 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, 2:07:00 || Estimated Time: 4 days, 16:21:32
2023-07-28 15:50:25,923 semantic_segmentation INFO: Iters: 28300/150000 || Lr: 0.016570 || Task Loss: 0.2492 || KD Loss: 0.0642|| 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: 1 day, 2:07:32 || Estimated Time: 4 days, 16:20:55
2023-07-28 15:50:58,125 semantic_segmentation INFO: Iters: 28310/150000 || Lr: 0.016568 || Task Loss: 0.3058 || KD Loss: 0.0937|| 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, 2:08:04 || Estimated Time: 4 days, 16:20:17
2023-07-28 15:51:30,247 semantic_segmentation INFO: Iters: 28320/150000 || Lr: 0.016567 || Task Loss: 0.1741 || KD Loss: 0.0660|| 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, 2:08:37 || Estimated Time: 4 days, 16:19:39
2023-07-28 15:52:02,474 semantic_segmentation INFO: Iters: 28330/150000 || Lr: 0.016566 || Task Loss: 0.2795 || KD Loss: 0.0866|| 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, 2:09:09 || Estimated Time: 4 days, 16:19:02
2023-07-28 15:52:34,602 semantic_segmentation INFO: Iters: 28340/150000 || Lr: 0.016565 || Task Loss: 0.1906 || KD Loss: 0.0548|| 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, 2:09:41 || Estimated Time: 4 days, 16:18:24
2023-07-28 15:53:06,795 semantic_segmentation INFO: Iters: 28350/150000 || Lr: 0.016563 || Task Loss: 0.2983 || KD Loss: 0.0696|| 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, 2:10:13 || Estimated Time: 4 days, 16:17:46
2023-07-28 15:53:38,905 semantic_segmentation INFO: Iters: 28360/150000 || Lr: 0.016562 || Task Loss: 0.1985 || KD Loss: 0.0471|| 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, 2:10:45 || Estimated Time: 4 days, 16:17:08
2023-07-28 15:54:10,974 semantic_segmentation INFO: Iters: 28370/150000 || Lr: 0.016561 || Task Loss: 0.4132 || KD Loss: 0.2145|| 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, 2:11:17 || Estimated Time: 4 days, 16:16:30
2023-07-28 15:54:43,078 semantic_segmentation INFO: Iters: 28380/150000 || Lr: 0.016560 || Task Loss: 0.3665 || KD Loss: 0.1612|| 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: 1 day, 2:11:49 || Estimated Time: 4 days, 16:15:52
2023-07-28 15:55:15,170 semantic_segmentation INFO: Iters: 28390/150000 || Lr: 0.016559 || Task Loss: 0.2617 || KD Loss: 0.1341|| 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: 1 day, 2:12:22 || Estimated Time: 4 days, 16:15:14
2023-07-28 15:55:47,306 semantic_segmentation INFO: Iters: 28400/150000 || Lr: 0.016557 || Task Loss: 0.2615 || KD Loss: 0.0761|| 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: 1 day, 2:12:54 || Estimated Time: 4 days, 16:14:36
2023-07-28 15:56:19,470 semantic_segmentation INFO: Iters: 28410/150000 || Lr: 0.016556 || Task Loss: 0.2195 || KD Loss: 0.0764|| 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, 2:13:26 || Estimated Time: 4 days, 16:13:58
2023-07-28 15:56:51,741 semantic_segmentation INFO: Iters: 28420/150000 || Lr: 0.016555 || Task Loss: 0.2093 || KD Loss: 0.0829|| 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: 1 day, 2:13:58 || Estimated Time: 4 days, 16:13:21
2023-07-28 15:57:23,906 semantic_segmentation INFO: Iters: 28430/150000 || Lr: 0.016554 || Task Loss: 0.2476 || KD Loss: 0.0781|| 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, 2:14:30 || Estimated Time: 4 days, 16:12:43
2023-07-28 15:57:56,065 semantic_segmentation INFO: Iters: 28440/150000 || Lr: 0.016552 || Task Loss: 0.3535 || KD Loss: 0.1288|| 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, 2:15:02 || Estimated Time: 4 days, 16:12:05
2023-07-28 15:58:28,189 semantic_segmentation INFO: Iters: 28450/150000 || Lr: 0.016551 || Task Loss: 0.1839 || KD Loss: 0.0663|| 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, 2:15:35 || Estimated Time: 4 days, 16:11:27
2023-07-28 15:59:00,300 semantic_segmentation INFO: Iters: 28460/150000 || Lr: 0.016550 || Task Loss: 0.2190 || KD Loss: 0.0681|| 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, 2:16:07 || Estimated Time: 4 days, 16:10:49
2023-07-28 15:59:32,422 semantic_segmentation INFO: Iters: 28470/150000 || Lr: 0.016549 || Task Loss: 0.2183 || KD Loss: 0.0610|| 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, 2:16:39 || Estimated Time: 4 days, 16:10:11
2023-07-28 16:00:04,544 semantic_segmentation INFO: Iters: 28480/150000 || Lr: 0.016548 || Task Loss: 0.2539 || KD Loss: 0.0889|| 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, 2:17:11 || Estimated Time: 4 days, 16:09:33
2023-07-28 16:00:36,688 semantic_segmentation INFO: Iters: 28490/150000 || Lr: 0.016546 || Task Loss: 0.2426 || KD Loss: 0.0802|| 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, 2:17:43 || Estimated Time: 4 days, 16:08:55
2023-07-28 16:01:08,766 semantic_segmentation INFO: Iters: 28500/150000 || Lr: 0.016545 || Task Loss: 0.3883 || KD Loss: 0.2263|| 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, 2:18:15 || Estimated Time: 4 days, 16:08:17
2023-07-28 16:01:40,921 semantic_segmentation INFO: Iters: 28510/150000 || Lr: 0.016544 || Task Loss: 0.2590 || KD Loss: 0.1312|| 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, 2:18:47 || Estimated Time: 4 days, 16:07:39
2023-07-28 16:02:13,117 semantic_segmentation INFO: Iters: 28520/150000 || Lr: 0.016543 || Task Loss: 0.6022 || KD Loss: 0.2212|| 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: 1 day, 2:19:19 || Estimated Time: 4 days, 16:07:02
2023-07-28 16:02:45,305 semantic_segmentation INFO: Iters: 28530/150000 || Lr: 0.016541 || Task Loss: 0.2777 || KD Loss: 0.1051|| 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, 2:19:52 || Estimated Time: 4 days, 16:06:24
2023-07-28 16:03:17,481 semantic_segmentation INFO: Iters: 28540/150000 || Lr: 0.016540 || Task Loss: 0.2446 || KD Loss: 0.0755|| 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, 2:20:24 || Estimated Time: 4 days, 16:05:46
2023-07-28 16:03:49,709 semantic_segmentation INFO: Iters: 28550/150000 || Lr: 0.016539 || Task Loss: 0.1352 || KD Loss: 0.0474|| 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: 1 day, 2:20:56 || Estimated Time: 4 days, 16:05:09
2023-07-28 16:04:21,892 semantic_segmentation INFO: Iters: 28560/150000 || Lr: 0.016538 || Task Loss: 0.2922 || KD Loss: 0.0868|| 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, 2:21:28 || Estimated Time: 4 days, 16:04:31
2023-07-28 16:04:54,050 semantic_segmentation INFO: Iters: 28570/150000 || Lr: 0.016537 || Task Loss: 0.2276 || KD Loss: 0.0635|| 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, 2:22:00 || Estimated Time: 4 days, 16:03:53
2023-07-28 16:05:26,208 semantic_segmentation INFO: Iters: 28580/150000 || Lr: 0.016535 || Task Loss: 0.2505 || KD Loss: 0.0665|| 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, 2:22:33 || Estimated Time: 4 days, 16:03:16
2023-07-28 16:06:01,490 semantic_segmentation INFO: Iters: 28590/150000 || Lr: 0.016534 || Task Loss: 0.2919 || KD Loss: 0.0892|| 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: 1 day, 2:23:08 || Estimated Time: 4 days, 16:02:51
2023-07-28 16:06:33,594 semantic_segmentation INFO: Iters: 28600/150000 || Lr: 0.016533 || Task Loss: 0.1511 || KD Loss: 0.0340|| 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, 2:23:40 || Estimated Time: 4 days, 16:02:13
2023-07-28 16:07:05,756 semantic_segmentation INFO: Iters: 28610/150000 || Lr: 0.016532 || Task Loss: 0.2709 || KD Loss: 0.0929|| 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: 1 day, 2:24:12 || Estimated Time: 4 days, 16:01:36
2023-07-28 16:07:37,924 semantic_segmentation INFO: Iters: 28620/150000 || Lr: 0.016530 || Task Loss: 0.2870 || KD Loss: 0.0809|| 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: 1 day, 2:24:44 || Estimated Time: 4 days, 16:00:58
2023-07-28 16:08:10,054 semantic_segmentation INFO: Iters: 28630/150000 || Lr: 0.016529 || Task Loss: 0.3304 || KD Loss: 0.1027|| 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: 1 day, 2:25:16 || Estimated Time: 4 days, 16:00:20
2023-07-28 16:08:42,277 semantic_segmentation INFO: Iters: 28640/150000 || Lr: 0.016528 || Task Loss: 0.1549 || KD Loss: 0.0449|| 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, 2:25:49 || Estimated Time: 4 days, 15:59:43
2023-07-28 16:09:14,473 semantic_segmentation INFO: Iters: 28650/150000 || Lr: 0.016527 || Task Loss: 0.1614 || KD Loss: 0.0564|| 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: 1 day, 2:26:21 || Estimated Time: 4 days, 15:59:05
2023-07-28 16:09:46,647 semantic_segmentation INFO: Iters: 28660/150000 || Lr: 0.016526 || Task Loss: 0.2528 || KD Loss: 0.0629|| 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: 1 day, 2:26:53 || Estimated Time: 4 days, 15:58:27
2023-07-28 16:10:18,784 semantic_segmentation INFO: Iters: 28670/150000 || Lr: 0.016524 || Task Loss: 0.2053 || KD Loss: 0.0783|| 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: 1 day, 2:27:25 || Estimated Time: 4 days, 15:57:50
2023-07-28 16:10:50,913 semantic_segmentation INFO: Iters: 28680/150000 || Lr: 0.016523 || Task Loss: 0.2615 || KD Loss: 0.0697|| 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, 2:27:57 || Estimated Time: 4 days, 15:57:12
2023-07-28 16:11:23,101 semantic_segmentation INFO: Iters: 28690/150000 || Lr: 0.016522 || Task Loss: 0.2571 || KD Loss: 0.0748|| 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, 2:28:29 || Estimated Time: 4 days, 15:56:34
2023-07-28 16:11:55,330 semantic_segmentation INFO: Iters: 28700/150000 || Lr: 0.016521 || Task Loss: 0.2711 || KD Loss: 0.0697|| 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: 1 day, 2:29:02 || Estimated Time: 4 days, 15:55:57
2023-07-28 16:12:27,491 semantic_segmentation INFO: Iters: 28710/150000 || Lr: 0.016519 || Task Loss: 0.2030 || KD Loss: 0.0727|| 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, 2:29:34 || Estimated Time: 4 days, 15:55:19
2023-07-28 16:12:59,733 semantic_segmentation INFO: Iters: 28720/150000 || Lr: 0.016518 || Task Loss: 0.2696 || KD Loss: 0.0856|| 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, 2:30:06 || Estimated Time: 4 days, 15:54:42
2023-07-28 16:13:31,911 semantic_segmentation INFO: Iters: 28730/150000 || Lr: 0.016517 || Task Loss: 0.2559 || KD Loss: 0.0831|| 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, 2:30:38 || Estimated Time: 4 days, 15:54:04
2023-07-28 16:14:04,038 semantic_segmentation INFO: Iters: 28740/150000 || Lr: 0.016516 || Task Loss: 0.2753 || KD Loss: 0.0901|| 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: 1 day, 2:31:10 || Estimated Time: 4 days, 15:53:26
2023-07-28 16:14:36,189 semantic_segmentation INFO: Iters: 28750/150000 || Lr: 0.016514 || Task Loss: 0.3403 || KD Loss: 0.0976|| 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, 2:31:43 || Estimated Time: 4 days, 15:52:48
2023-07-28 16:15:08,254 semantic_segmentation INFO: Iters: 28760/150000 || Lr: 0.016513 || Task Loss: 0.2543 || KD Loss: 0.0628|| 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: 1 day, 2:32:15 || Estimated Time: 4 days, 15:52:10
2023-07-28 16:15:40,344 semantic_segmentation INFO: Iters: 28770/150000 || Lr: 0.016512 || Task Loss: 0.2345 || KD Loss: 0.0783|| 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: 1 day, 2:32:47 || Estimated Time: 4 days, 15:51:32
2023-07-28 16:16:12,449 semantic_segmentation INFO: Iters: 28780/150000 || Lr: 0.016511 || Task Loss: 0.1755 || KD Loss: 0.0533|| 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, 2:33:19 || Estimated Time: 4 days, 15:50:54
2023-07-28 16:16:44,515 semantic_segmentation INFO: Iters: 28790/150000 || Lr: 0.016510 || Task Loss: 0.2223 || KD Loss: 0.0642|| 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, 2:33:51 || Estimated Time: 4 days, 15:50:17
2023-07-28 16:17:16,725 semantic_segmentation INFO: Iters: 28800/150000 || Lr: 0.016508 || Task Loss: 0.2489 || KD Loss: 0.0887|| 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, 2:34:23 || Estimated Time: 4 days, 15:49:39
2023-07-28 16:17:16,798 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 16:17:17,699 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.949, mIoU: 0.393
2023-07-28 16:17:17,805 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.468
2023-07-28 16:17:17,908 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.484
2023-07-28 16:17:18,012 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.511
2023-07-28 16:17:18,114 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.507
2023-07-28 16:17:18,223 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.510
2023-07-28 16:17:18,326 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.525
2023-07-28 16:17:18,433 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.577
2023-07-28 16:17:18,539 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.617
2023-07-28 16:17:18,646 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.961, mIoU: 0.651
2023-07-28 16:17:18,755 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.961, mIoU: 0.662
2023-07-28 16:17:18,859 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.667
2023-07-28 16:17:18,966 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.957, mIoU: 0.673
2023-07-28 16:17:19,072 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.954, mIoU: 0.666
2023-07-28 16:17:19,179 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.952, mIoU: 0.663
2023-07-28 16:17:19,288 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.950, mIoU: 0.654
2023-07-28 16:17:19,395 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.656
2023-07-28 16:17:19,504 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.949, mIoU: 0.655
2023-07-28 16:17:19,615 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.664
2023-07-28 16:17:19,723 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.948, mIoU: 0.670
2023-07-28 16:17:19,833 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.946, mIoU: 0.670
2023-07-28 16:17:19,940 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.939, mIoU: 0.650
2023-07-28 16:17:20,048 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-28 16:17:20,150 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.938, mIoU: 0.662
2023-07-28 16:17:20,256 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.937, mIoU: 0.674
2023-07-28 16:17:20,360 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.937, mIoU: 0.674
2023-07-28 16:17:20,463 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.936, mIoU: 0.663
2023-07-28 16:17:20,565 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.935, mIoU: 0.660
2023-07-28 16:17:20,667 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.935, mIoU: 0.667
2023-07-28 16:17:20,771 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.936, mIoU: 0.679
2023-07-28 16:17:20,872 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.936, mIoU: 0.678
2023-07-28 16:17:20,974 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.935, mIoU: 0.675
2023-07-28 16:17:21,079 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.937, mIoU: 0.678
2023-07-28 16:17:21,184 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.936, mIoU: 0.677
2023-07-28 16:17:21,290 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.936, mIoU: 0.675
2023-07-28 16:17:21,397 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.674
2023-07-28 16:17:21,505 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.671
2023-07-28 16:17:21,617 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.935, mIoU: 0.671
2023-07-28 16:17:21,724 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.934, mIoU: 0.667
2023-07-28 16:17:21,831 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.935, mIoU: 0.668
2023-07-28 16:17:21,937 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.935, mIoU: 0.668
2023-07-28 16:17:22,047 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-28 16:17:22,153 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.936, mIoU: 0.668
2023-07-28 16:17:22,260 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.937, mIoU: 0.669
2023-07-28 16:17:22,367 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.937, mIoU: 0.668
2023-07-28 16:17:22,475 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.938, mIoU: 0.667
2023-07-28 16:17:22,583 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.938, mIoU: 0.668
2023-07-28 16:17:22,693 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.939, mIoU: 0.667
2023-07-28 16:17:22,804 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.939, mIoU: 0.668
2023-07-28 16:17:22,914 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-28 16:17:23,017 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-28 16:17:23,122 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-28 16:17:23,224 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.938, mIoU: 0.678
2023-07-28 16:17:23,341 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.681
2023-07-28 16:17:23,451 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.938, mIoU: 0.681
2023-07-28 16:17:23,560 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.938, mIoU: 0.683
2023-07-28 16:17:23,673 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.938, mIoU: 0.683
2023-07-28 16:17:23,782 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.939, mIoU: 0.689
2023-07-28 16:17:23,888 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.938, mIoU: 0.689
2023-07-28 16:17:23,994 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.938, mIoU: 0.687
2023-07-28 16:17:24,102 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.938, mIoU: 0.690
2023-07-28 16:17:24,209 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.938, mIoU: 0.692
2023-07-28 16:17:24,325 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.937, mIoU: 0.688
2023-07-28 16:17:24,432 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.937, mIoU: 0.689
2023-07-28 16:17:24,540 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.937, mIoU: 0.691
2023-07-28 16:17:24,645 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.936, mIoU: 0.691
2023-07-28 16:17:24,751 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.935, mIoU: 0.690
2023-07-28 16:17:24,856 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.935, mIoU: 0.691
2023-07-28 16:17:24,960 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.935, mIoU: 0.689
2023-07-28 16:17:25,065 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.935, mIoU: 0.690
2023-07-28 16:17:25,167 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.936, mIoU: 0.690
2023-07-28 16:17:25,274 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.936, mIoU: 0.690
2023-07-28 16:17:25,382 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.936, mIoU: 0.689
2023-07-28 16:17:25,485 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.936, mIoU: 0.689
2023-07-28 16:17:25,587 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.936, mIoU: 0.690
2023-07-28 16:17:25,691 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.936, mIoU: 0.689
2023-07-28 16:17:25,797 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.936, mIoU: 0.689
2023-07-28 16:17:25,901 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.936, mIoU: 0.688
2023-07-28 16:17:26,010 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.936, mIoU: 0.688
2023-07-28 16:17:26,124 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.936, mIoU: 0.690
2023-07-28 16:17:26,230 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.936, mIoU: 0.691
2023-07-28 16:17:26,339 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.936, mIoU: 0.692
2023-07-28 16:17:26,449 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.936, mIoU: 0.691
2023-07-28 16:17:26,558 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.935, mIoU: 0.689
2023-07-28 16:17:26,665 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.933, mIoU: 0.685
2023-07-28 16:17:26,772 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.933, mIoU: 0.685
2023-07-28 16:17:26,881 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.933, mIoU: 0.686
2023-07-28 16:17:26,989 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.933, mIoU: 0.686
2023-07-28 16:17:27,099 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.933, mIoU: 0.686
2023-07-28 16:17:27,210 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.933, mIoU: 0.685
2023-07-28 16:17:27,320 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.934, mIoU: 0.686
2023-07-28 16:17:27,427 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.934, mIoU: 0.703
2023-07-28 16:17:27,529 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.934, mIoU: 0.703
2023-07-28 16:17:27,633 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.934, mIoU: 0.703
2023-07-28 16:17:27,735 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.935, mIoU: 0.703
2023-07-28 16:17:27,839 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.934, mIoU: 0.703
2023-07-28 16:17:27,942 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.934, mIoU: 0.703
2023-07-28 16:17:28,046 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.934, mIoU: 0.703
2023-07-28 16:17:28,149 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.934, mIoU: 0.703
2023-07-28 16:17:28,258 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-28 16:17:28,371 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.932, mIoU: 0.703
2023-07-28 16:17:28,481 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-28 16:17:28,592 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-28 16:17:28,700 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-28 16:17:28,806 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-28 16:17:28,917 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-28 16:17:29,027 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-28 16:17:29,137 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-28 16:17:29,247 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-28 16:17:29,358 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-28 16:17:29,468 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-28 16:17:29,571 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-28 16:17:29,674 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-28 16:17:29,778 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-28 16:17:29,881 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-28 16:17:29,984 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-28 16:17:30,086 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-28 16:17:30,190 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-28 16:17:30,295 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-28 16:17:30,402 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.932, mIoU: 0.701
2023-07-28 16:17:30,507 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-28 16:17:30,614 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-28 16:17:30,723 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-28 16:17:30,843 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.931, mIoU: 0.701
2023-07-28 16:17:30,957 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.932, mIoU: 0.702
2023-07-28 16:17:31,062 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.931, mIoU: 0.704
2023-07-28 16:17:31,173 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-28 16:17:31,283 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.932, mIoU: 0.706
2023-07-28 16:17:31,393 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-28 16:17:31,502 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-28 16:17:31,611 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.932, mIoU: 0.705
2023-07-28 16:17:31,722 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-28 16:17:31,829 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.933, mIoU: 0.705
2023-07-28 16:17:31,933 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-28 16:17:32,036 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-28 16:17:32,142 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-28 16:17:32,246 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-28 16:17:32,357 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-28 16:17:32,464 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-28 16:17:32,574 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-28 16:17:32,690 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-28 16:17:32,796 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-28 16:17:32,900 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-28 16:17:33,008 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-28 16:17:33,115 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-28 16:17:33,225 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-28 16:17:33,337 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-28 16:17:33,446 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-28 16:17:33,556 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-28 16:17:33,662 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-28 16:17:33,769 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-28 16:17:33,873 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-28 16:17:33,979 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-28 16:17:34,082 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-28 16:17:34,186 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-28 16:17:34,291 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-28 16:17:34,396 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-28 16:17:34,503 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.933, mIoU: 0.704
2023-07-28 16:17:34,607 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-28 16:17:34,713 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.933, mIoU: 0.703
2023-07-28 16:17:34,823 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.933, mIoU: 0.702
2023-07-28 16:17:34,936 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-28 16:17:35,043 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-28 16:17:35,152 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-28 16:17:35,260 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-28 16:17:35,369 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-28 16:17:35,480 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.933, mIoU: 0.701
2023-07-28 16:17:35,589 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-28 16:17:35,701 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-28 16:17:35,817 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-28 16:17:35,927 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-28 16:17:36,037 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-28 16:17:36,142 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-28 16:17:36,246 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.935, mIoU: 0.701
2023-07-28 16:17:36,350 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.935, mIoU: 0.701
2023-07-28 16:17:36,454 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.934, mIoU: 0.700
2023-07-28 16:17:36,561 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.934, mIoU: 0.700
2023-07-28 16:17:36,669 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.934, mIoU: 0.700
2023-07-28 16:17:36,783 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.934, mIoU: 0.700
2023-07-28 16:17:36,889 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.934, mIoU: 0.700
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2023-07-28 16:17:58,044 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.940, mIoU: 0.698
2023-07-28 16:17:58,148 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.940, mIoU: 0.698
2023-07-28 16:17:58,251 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.940, mIoU: 0.699
2023-07-28 16:17:58,355 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.940, mIoU: 0.699
2023-07-28 16:17:58,459 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.940, mIoU: 0.699
2023-07-28 16:17:58,563 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.940, mIoU: 0.699
2023-07-28 16:17:58,667 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.941, mIoU: 0.699
2023-07-28 16:17:58,773 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.941, mIoU: 0.699
2023-07-28 16:17:58,882 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.941, mIoU: 0.699
2023-07-28 16:17:58,990 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.941, mIoU: 0.700
2023-07-28 16:17:59,108 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.941, mIoU: 0.700
2023-07-28 16:17:59,217 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.941, mIoU: 0.700
2023-07-28 16:17:59,325 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.941, mIoU: 0.700
2023-07-28 16:17:59,439 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.941, mIoU: 0.701
2023-07-28 16:17:59,553 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.941, mIoU: 0.701
2023-07-28 16:17:59,665 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.941, mIoU: 0.701
2023-07-28 16:17:59,776 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.941, mIoU: 0.701
2023-07-28 16:17:59,887 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.941, mIoU: 0.701
2023-07-28 16:17:59,995 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.941, mIoU: 0.701
2023-07-28 16:18:00,101 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.941, mIoU: 0.701
2023-07-28 16:18:00,207 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.942, mIoU: 0.701
2023-07-28 16:18:00,313 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.942, mIoU: 0.701
2023-07-28 16:18:00,424 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.942, mIoU: 0.701
2023-07-28 16:18:00,538 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.942, mIoU: 0.701
2023-07-28 16:18:00,644 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.942, mIoU: 0.701
2023-07-28 16:18:00,750 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.942, mIoU: 0.701
2023-07-28 16:18:00,863 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.942, mIoU: 0.701
2023-07-28 16:18:00,973 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.942, mIoU: 0.701
2023-07-28 16:18:01,085 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.942, mIoU: 0.702
2023-07-28 16:18:01,198 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.942, mIoU: 0.702
2023-07-28 16:18:01,308 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.942, mIoU: 0.702
2023-07-28 16:18:01,419 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.942, mIoU: 0.702
2023-07-28 16:18:01,528 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.942, mIoU: 0.702
2023-07-28 16:18:01,635 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.942, mIoU: 0.702
2023-07-28 16:18:01,740 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.942, mIoU: 0.702
2023-07-28 16:18:01,844 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.942, mIoU: 0.702
2023-07-28 16:18:01,951 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.943, mIoU: 0.702
2023-07-28 16:18:02,055 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.943, mIoU: 0.702
2023-07-28 16:18:02,159 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.943, mIoU: 0.703
2023-07-28 16:18:02,268 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.943, mIoU: 0.703
2023-07-28 16:18:02,382 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.943, mIoU: 0.703
2023-07-28 16:18:02,490 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.943, mIoU: 0.703
2023-07-28 16:18:02,597 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.943, mIoU: 0.703
2023-07-28 16:18:02,707 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.943, mIoU: 0.703
2023-07-28 16:18:02,819 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.943, mIoU: 0.703
2023-07-28 16:18:02,935 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.943, mIoU: 0.703
2023-07-28 16:18:03,045 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.943, mIoU: 0.703
2023-07-28 16:18:03,154 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.943, mIoU: 0.704
2023-07-28 16:18:03,260 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.943, mIoU: 0.704
2023-07-28 16:18:03,365 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.943, mIoU: 0.704
2023-07-28 16:18:03,468 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.943, mIoU: 0.704
2023-07-28 16:18:03,572 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.943, mIoU: 0.704
2023-07-28 16:18:03,679 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.943, mIoU: 0.704
2023-07-28 16:18:03,782 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-28 16:18:03,893 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-28 16:18:03,997 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-28 16:18:04,101 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-28 16:18:04,206 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-28 16:18:04,311 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-28 16:18:04,416 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-28 16:18:04,526 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-28 16:18:04,639 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-28 16:18:04,746 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-28 16:18:04,855 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-28 16:18:04,970 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-28 16:18:05,091 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-28 16:18:05,200 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-28 16:18:05,312 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-28 16:18:05,420 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-28 16:18:05,526 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-28 16:18:05,632 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-28 16:18:05,743 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-28 16:18:05,857 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-28 16:18:05,969 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-28 16:18:06,080 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-28 16:18:06,190 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-28 16:18:06,300 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-28 16:18:06,409 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-28 16:18:06,520 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.945, mIoU: 0.705
2023-07-28 16:18:06,632 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.945, mIoU: 0.705
2023-07-28 16:18:06,752 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.945, mIoU: 0.705
2023-07-28 16:18:06,861 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.945, mIoU: 0.705
2023-07-28 16:18:06,970 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-28 16:18:07,074 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-28 16:18:07,187 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-28 16:18:07,303 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-28 16:18:07,410 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-28 16:18:07,516 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-28 16:18:07,627 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-28 16:18:07,736 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-28 16:18:07,851 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-28 16:18:07,970 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-28 16:18:08,077 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-28 16:18:08,183 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-28 16:18:08,286 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-28 16:18:08,400 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-28 16:18:08,504 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-28 16:18:08,609 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-28 16:18:08,709 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-28 16:18:08,815 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-28 16:18:08,920 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-28 16:18:09,035 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-28 16:18:09,149 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-28 16:18:09,254 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-28 16:18:09,363 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-28 16:18:09,474 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-28 16:18:09,586 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-28 16:18:09,697 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-28 16:18:09,807 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-28 16:18:09,915 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-28 16:18:10,031 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-28 16:18:10,135 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-28 16:18:10,239 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-28 16:18:10,346 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-28 16:18:10,455 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-28 16:18:10,568 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-28 16:18:10,675 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-28 16:18:10,781 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-28 16:18:10,892 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-28 16:18:11,008 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-28 16:18:11,118 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-28 16:18:11,227 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-28 16:18:11,337 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-28 16:18:11,445 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-28 16:18:43,929 semantic_segmentation INFO: Iters: 28810/150000 || Lr: 0.016507 || Task Loss: 0.3211 || KD Loss: 0.1106|| 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: 1 day, 2:35:50 || Estimated Time: 4 days, 15:52:53
2023-07-28 16:19:15,944 semantic_segmentation INFO: Iters: 28820/150000 || Lr: 0.016506 || Task Loss: 0.2987 || KD Loss: 0.1063|| 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, 2:36:22 || Estimated Time: 4 days, 15:52:14
2023-07-28 16:19:47,942 semantic_segmentation INFO: Iters: 28830/150000 || Lr: 0.016505 || Task Loss: 0.4965 || KD Loss: 0.1848|| 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: 1 day, 2:36:54 || Estimated Time: 4 days, 15:51:36
2023-07-28 16:20:20,048 semantic_segmentation INFO: Iters: 28840/150000 || Lr: 0.016503 || Task Loss: 0.2652 || KD Loss: 0.1114|| 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, 2:37:26 || Estimated Time: 4 days, 15:50:58
2023-07-28 16:20:52,129 semantic_segmentation INFO: Iters: 28850/150000 || Lr: 0.016502 || Task Loss: 0.1895 || KD Loss: 0.0753|| 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, 2:37:58 || Estimated Time: 4 days, 15:50:20
2023-07-28 16:21:24,251 semantic_segmentation INFO: Iters: 28860/150000 || Lr: 0.016501 || Task Loss: 0.3338 || KD Loss: 0.0650|| 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, 2:38:31 || Estimated Time: 4 days, 15:49:42
2023-07-28 16:21:56,440 semantic_segmentation INFO: Iters: 28870/150000 || Lr: 0.016500 || Task Loss: 0.2339 || KD Loss: 0.0965|| 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, 2:39:03 || Estimated Time: 4 days, 15:49:05
2023-07-28 16:22:28,570 semantic_segmentation INFO: Iters: 28880/150000 || Lr: 0.016499 || Task Loss: 0.2355 || KD Loss: 0.0796|| 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, 2:39:35 || Estimated Time: 4 days, 15:48:27
2023-07-28 16:23:00,752 semantic_segmentation INFO: Iters: 28890/150000 || Lr: 0.016497 || Task Loss: 0.2571 || KD Loss: 0.1195|| 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: 1 day, 2:40:07 || Estimated Time: 4 days, 15:47:49
2023-07-28 16:23:32,858 semantic_segmentation INFO: Iters: 28900/150000 || Lr: 0.016496 || Task Loss: 0.2586 || KD Loss: 0.0729|| 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, 2:40:39 || Estimated Time: 4 days, 15:47:11
2023-07-28 16:24:05,000 semantic_segmentation INFO: Iters: 28910/150000 || Lr: 0.016495 || Task Loss: 0.2491 || KD Loss: 0.0814|| 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, 2:41:11 || Estimated Time: 4 days, 15:46:33
2023-07-28 16:24:37,118 semantic_segmentation INFO: Iters: 28920/150000 || Lr: 0.016494 || Task Loss: 0.2492 || KD Loss: 0.0909|| 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, 2:41:43 || Estimated Time: 4 days, 15:45:55
2023-07-28 16:25:09,277 semantic_segmentation INFO: Iters: 28930/150000 || Lr: 0.016492 || Task Loss: 0.2642 || KD Loss: 0.0820|| 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, 2:42:16 || Estimated Time: 4 days, 15:45:18
2023-07-28 16:25:41,539 semantic_segmentation INFO: Iters: 28940/150000 || Lr: 0.016491 || Task Loss: 0.2466 || KD Loss: 0.0935|| 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, 2:42:48 || Estimated Time: 4 days, 15:44:41
2023-07-28 16:26:13,680 semantic_segmentation INFO: Iters: 28950/150000 || Lr: 0.016490 || Task Loss: 0.2633 || KD Loss: 0.0539|| 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: 1 day, 2:43:20 || Estimated Time: 4 days, 15:44:03
2023-07-28 16:26:45,839 semantic_segmentation INFO: Iters: 28960/150000 || Lr: 0.016489 || Task Loss: 0.2461 || KD Loss: 0.0704|| 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: 1 day, 2:43:52 || Estimated Time: 4 days, 15:43:25
2023-07-28 16:27:17,998 semantic_segmentation INFO: Iters: 28970/150000 || Lr: 0.016488 || Task Loss: 0.2244 || KD Loss: 0.0649|| 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: 1 day, 2:44:24 || Estimated Time: 4 days, 15:42:47
2023-07-28 16:27:50,135 semantic_segmentation INFO: Iters: 28980/150000 || Lr: 0.016486 || Task Loss: 0.3396 || KD Loss: 0.1021|| 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: 1 day, 2:44:56 || Estimated Time: 4 days, 15:42:09
2023-07-28 16:28:22,243 semantic_segmentation INFO: Iters: 28990/150000 || Lr: 0.016485 || Task Loss: 0.2907 || KD Loss: 0.0811|| 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, 2:45:29 || Estimated Time: 4 days, 15:41:31
2023-07-28 16:28:57,491 semantic_segmentation INFO: Iters: 29000/150000 || Lr: 0.016484 || Task Loss: 0.2867 || KD Loss: 0.0924|| 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, 2:46:04 || Estimated Time: 4 days, 15:41:07
2023-07-28 16:29:29,544 semantic_segmentation INFO: Iters: 29010/150000 || Lr: 0.016483 || Task Loss: 0.2540 || KD Loss: 0.0987|| 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, 2:46:36 || Estimated Time: 4 days, 15:40:29
2023-07-28 16:30:01,618 semantic_segmentation INFO: Iters: 29020/150000 || Lr: 0.016481 || Task Loss: 0.2096 || KD Loss: 0.1035|| 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: 1 day, 2:47:08 || Estimated Time: 4 days, 15:39:50
2023-07-28 16:30:33,754 semantic_segmentation INFO: Iters: 29030/150000 || Lr: 0.016480 || Task Loss: 0.2803 || KD Loss: 0.0863|| 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: 1 day, 2:47:40 || Estimated Time: 4 days, 15:39:13
2023-07-28 16:31:05,913 semantic_segmentation INFO: Iters: 29040/150000 || Lr: 0.016479 || Task Loss: 0.3435 || KD Loss: 0.1475|| 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: 1 day, 2:48:12 || Estimated Time: 4 days, 15:38:35
2023-07-28 16:31:38,085 semantic_segmentation INFO: Iters: 29050/150000 || Lr: 0.016478 || Task Loss: 0.2711 || KD Loss: 0.0762|| 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, 2:48:44 || Estimated Time: 4 days, 15:37:58
2023-07-28 16:32:10,250 semantic_segmentation INFO: Iters: 29060/150000 || Lr: 0.016476 || Task Loss: 0.2539 || KD Loss: 0.0884|| 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, 2:49:17 || Estimated Time: 4 days, 15:37:20
2023-07-28 16:32:42,509 semantic_segmentation INFO: Iters: 29070/150000 || Lr: 0.016475 || Task Loss: 0.2335 || KD Loss: 0.0717|| 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, 2:49:49 || Estimated Time: 4 days, 15:36:43
2023-07-28 16:33:14,672 semantic_segmentation INFO: Iters: 29080/150000 || Lr: 0.016474 || Task Loss: 0.2658 || KD Loss: 0.0704|| 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, 2:50:21 || Estimated Time: 4 days, 15:36:05
2023-07-28 16:33:46,838 semantic_segmentation INFO: Iters: 29090/150000 || Lr: 0.016473 || Task Loss: 0.2521 || KD Loss: 0.0848|| 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, 2:50:53 || Estimated Time: 4 days, 15:35:27
2023-07-28 16:34:18,967 semantic_segmentation INFO: Iters: 29100/150000 || Lr: 0.016472 || Task Loss: 0.2101 || KD Loss: 0.0602|| 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, 2:51:25 || Estimated Time: 4 days, 15:34:50
2023-07-28 16:34:51,154 semantic_segmentation INFO: Iters: 29110/150000 || Lr: 0.016470 || Task Loss: 0.2071 || KD Loss: 0.0794|| 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: 1 day, 2:51:58 || Estimated Time: 4 days, 15:34:12
2023-07-28 16:35:23,346 semantic_segmentation INFO: Iters: 29120/150000 || Lr: 0.016469 || Task Loss: 0.2150 || KD Loss: 0.0563|| 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, 2:52:30 || Estimated Time: 4 days, 15:33:34
2023-07-28 16:35:55,440 semantic_segmentation INFO: Iters: 29130/150000 || Lr: 0.016468 || Task Loss: 0.3734 || 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, 2:53:02 || Estimated Time: 4 days, 15:32:57
2023-07-28 16:36:27,586 semantic_segmentation INFO: Iters: 29140/150000 || Lr: 0.016467 || Task Loss: 0.3417 || KD Loss: 0.1148|| 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, 2:53:34 || Estimated Time: 4 days, 15:32:19
2023-07-28 16:36:59,746 semantic_segmentation INFO: Iters: 29150/150000 || Lr: 0.016465 || Task Loss: 0.2044 || KD Loss: 0.0646|| 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: 1 day, 2:54:06 || Estimated Time: 4 days, 15:31:41
2023-07-28 16:37:31,956 semantic_segmentation INFO: Iters: 29160/150000 || Lr: 0.016464 || Task Loss: 0.3114 || KD Loss: 0.1075|| 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, 2:54:38 || Estimated Time: 4 days, 15:31:04
2023-07-28 16:38:04,044 semantic_segmentation INFO: Iters: 29170/150000 || Lr: 0.016463 || Task Loss: 0.1825 || KD Loss: 0.0588|| 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, 2:55:10 || Estimated Time: 4 days, 15:30:26
2023-07-28 16:38:36,107 semantic_segmentation INFO: Iters: 29180/150000 || Lr: 0.016462 || Task Loss: 0.3009 || KD Loss: 0.1023|| 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: 1 day, 2:55:42 || Estimated Time: 4 days, 15:29:48
2023-07-28 16:39:08,106 semantic_segmentation INFO: Iters: 29190/150000 || Lr: 0.016461 || Task Loss: 0.1765 || KD Loss: 0.0577|| 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: 1 day, 2:56:14 || Estimated Time: 4 days, 15:29:10
2023-07-28 16:39:40,206 semantic_segmentation INFO: Iters: 29200/150000 || Lr: 0.016459 || Task Loss: 0.2567 || KD Loss: 0.0905|| 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: 1 day, 2:56:47 || Estimated Time: 4 days, 15:28:32
2023-07-28 16:40:12,247 semantic_segmentation INFO: Iters: 29210/150000 || Lr: 0.016458 || Task Loss: 0.2183 || KD Loss: 0.0711|| 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, 2:57:19 || Estimated Time: 4 days, 15:27:54
2023-07-28 16:40:44,251 semantic_segmentation INFO: Iters: 29220/150000 || Lr: 0.016457 || Task Loss: 0.2776 || KD Loss: 0.1110|| 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, 2:57:51 || Estimated Time: 4 days, 15:27:15
2023-07-28 16:41:16,406 semantic_segmentation INFO: Iters: 29230/150000 || Lr: 0.016456 || Task Loss: 0.1997 || KD Loss: 0.0548|| 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: 1 day, 2:58:23 || Estimated Time: 4 days, 15:26:38
2023-07-28 16:41:48,522 semantic_segmentation INFO: Iters: 29240/150000 || Lr: 0.016454 || Task Loss: 0.2228 || KD Loss: 0.0645|| 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, 2:58:55 || Estimated Time: 4 days, 15:26:00
2023-07-28 16:42:20,511 semantic_segmentation INFO: Iters: 29250/150000 || Lr: 0.016453 || Task Loss: 0.1732 || KD Loss: 0.0557|| 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, 2:59:27 || Estimated Time: 4 days, 15:25:22
2023-07-28 16:42:52,533 semantic_segmentation INFO: Iters: 29260/150000 || Lr: 0.016452 || Task Loss: 0.2441 || KD Loss: 0.1066|| 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, 2:59:59 || Estimated Time: 4 days, 15:24:44
2023-07-28 16:43:24,621 semantic_segmentation INFO: Iters: 29270/150000 || Lr: 0.016451 || Task Loss: 0.2638 || KD Loss: 0.1123|| 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: 1 day, 3:00:31 || Estimated Time: 4 days, 15:24:06
2023-07-28 16:43:56,733 semantic_segmentation INFO: Iters: 29280/150000 || Lr: 0.016449 || Task Loss: 0.1949 || KD Loss: 0.0627|| 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, 3:01:03 || Estimated Time: 4 days, 15:23:28
2023-07-28 16:44:28,809 semantic_segmentation INFO: Iters: 29290/150000 || Lr: 0.016448 || Task Loss: 0.2302 || KD Loss: 0.0822|| 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, 3:01:35 || Estimated Time: 4 days, 15:22:50
2023-07-28 16:45:01,004 semantic_segmentation INFO: Iters: 29300/150000 || Lr: 0.016447 || Task Loss: 0.2233 || KD Loss: 0.0726|| 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, 3:02:07 || Estimated Time: 4 days, 15:22:12
2023-07-28 16:45:33,243 semantic_segmentation INFO: Iters: 29310/150000 || Lr: 0.016446 || Task Loss: 0.1561 || KD Loss: 0.0851|| 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, 3:02:40 || Estimated Time: 4 days, 15:21:35
2023-07-28 16:46:05,494 semantic_segmentation INFO: Iters: 29320/150000 || Lr: 0.016445 || Task Loss: 0.1966 || KD Loss: 0.0469|| 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: 1 day, 3:03:12 || Estimated Time: 4 days, 15:20:58
2023-07-28 16:46:37,725 semantic_segmentation INFO: Iters: 29330/150000 || Lr: 0.016443 || Task Loss: 0.3129 || KD Loss: 0.0869|| 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, 3:03:44 || Estimated Time: 4 days, 15:20:21
2023-07-28 16:47:09,955 semantic_segmentation INFO: Iters: 29340/150000 || Lr: 0.016442 || Task Loss: 0.2150 || KD Loss: 0.0961|| 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, 3:04:16 || Estimated Time: 4 days, 15:19:44
2023-07-28 16:47:42,230 semantic_segmentation INFO: Iters: 29350/150000 || Lr: 0.016441 || Task Loss: 0.2022 || KD Loss: 0.0552|| 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, 3:04:49 || Estimated Time: 4 days, 15:19:06
2023-07-28 16:48:14,470 semantic_segmentation INFO: Iters: 29360/150000 || Lr: 0.016440 || Task Loss: 0.2473 || KD Loss: 0.0743|| 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, 3:05:21 || Estimated Time: 4 days, 15:18:29
2023-07-28 16:48:46,651 semantic_segmentation INFO: Iters: 29370/150000 || Lr: 0.016438 || Task Loss: 0.3160 || KD Loss: 0.1112|| 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: 1 day, 3:05:53 || Estimated Time: 4 days, 15:17:52
2023-07-28 16:49:18,800 semantic_segmentation INFO: Iters: 29380/150000 || Lr: 0.016437 || Task Loss: 0.2421 || KD Loss: 0.0658|| 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: 1 day, 3:06:25 || Estimated Time: 4 days, 15:17:14
2023-07-28 16:49:51,002 semantic_segmentation INFO: Iters: 29390/150000 || Lr: 0.016436 || Task Loss: 0.1534 || KD Loss: 0.0453|| 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, 3:06:57 || Estimated Time: 4 days, 15:16:37
2023-07-28 16:50:23,153 semantic_segmentation INFO: Iters: 29400/150000 || Lr: 0.016435 || Task Loss: 0.3077 || KD Loss: 0.0968|| 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, 3:07:30 || Estimated Time: 4 days, 15:15:59
2023-07-28 16:50:55,288 semantic_segmentation INFO: Iters: 29410/150000 || Lr: 0.016434 || Task Loss: 0.3237 || KD Loss: 0.0851|| 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: 1 day, 3:08:02 || Estimated Time: 4 days, 15:15:22
2023-07-28 16:51:28,109 semantic_segmentation INFO: Iters: 29420/150000 || Lr: 0.016432 || Task Loss: 0.2943 || KD Loss: 0.0929|| 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: 1 day, 3:08:34 || Estimated Time: 4 days, 15:14:46
2023-07-28 16:52:02,710 semantic_segmentation INFO: Iters: 29430/150000 || Lr: 0.016431 || Task Loss: 0.2645 || KD Loss: 0.1136|| 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, 3:09:09 || Estimated Time: 4 days, 15:14:19
2023-07-28 16:52:34,867 semantic_segmentation INFO: Iters: 29440/150000 || Lr: 0.016430 || Task Loss: 0.2053 || KD Loss: 0.0862|| 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, 3:09:41 || Estimated Time: 4 days, 15:13:42
2023-07-28 16:53:06,967 semantic_segmentation INFO: Iters: 29450/150000 || Lr: 0.016429 || Task Loss: 0.3650 || KD Loss: 0.1543|| 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: 1 day, 3:10:13 || Estimated Time: 4 days, 15:13:04
2023-07-28 16:53:39,172 semantic_segmentation INFO: Iters: 29460/150000 || Lr: 0.016427 || Task Loss: 0.5536 || KD Loss: 0.2601|| 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: 1 day, 3:10:46 || Estimated Time: 4 days, 15:12:26
2023-07-28 16:54:11,360 semantic_segmentation INFO: Iters: 29470/150000 || Lr: 0.016426 || Task Loss: 0.3209 || KD Loss: 0.1096|| 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, 3:11:18 || Estimated Time: 4 days, 15:11:49
2023-07-28 16:54:43,483 semantic_segmentation INFO: Iters: 29480/150000 || Lr: 0.016425 || Task Loss: 0.2420 || KD Loss: 0.0793|| 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: 1 day, 3:11:50 || Estimated Time: 4 days, 15:11:11
2023-07-28 16:55:15,638 semantic_segmentation INFO: Iters: 29490/150000 || Lr: 0.016424 || Task Loss: 0.2895 || KD Loss: 0.1395|| 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, 3:12:22 || Estimated Time: 4 days, 15:10:34
2023-07-28 16:55:47,691 semantic_segmentation INFO: Iters: 29500/150000 || Lr: 0.016423 || Task Loss: 0.2679 || KD Loss: 0.1737|| 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: 1 day, 3:12:54 || Estimated Time: 4 days, 15:09:56
2023-07-28 16:56:19,843 semantic_segmentation INFO: Iters: 29510/150000 || Lr: 0.016421 || Task Loss: 0.2251 || KD Loss: 0.0810|| 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: 1 day, 3:13:26 || Estimated Time: 4 days, 15:09:18
2023-07-28 16:56:51,927 semantic_segmentation INFO: Iters: 29520/150000 || Lr: 0.016420 || Task Loss: 0.1817 || KD Loss: 0.0498|| 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: 1 day, 3:13:58 || Estimated Time: 4 days, 15:08:41
2023-07-28 16:57:24,087 semantic_segmentation INFO: Iters: 29530/150000 || Lr: 0.016419 || Task Loss: 0.2790 || KD Loss: 0.0888|| 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, 3:14:30 || Estimated Time: 4 days, 15:08:03
2023-07-28 16:57:56,240 semantic_segmentation INFO: Iters: 29540/150000 || Lr: 0.016418 || Task Loss: 0.2327 || KD Loss: 0.0711|| 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, 3:15:03 || Estimated Time: 4 days, 15:07:26
2023-07-28 16:58:28,396 semantic_segmentation INFO: Iters: 29550/150000 || Lr: 0.016416 || Task Loss: 0.2646 || KD Loss: 0.0704|| 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, 3:15:35 || Estimated Time: 4 days, 15:06:48
2023-07-28 16:59:00,591 semantic_segmentation INFO: Iters: 29560/150000 || Lr: 0.016415 || Task Loss: 0.1752 || KD Loss: 0.0483|| 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: 1 day, 3:16:07 || Estimated Time: 4 days, 15:06:11
2023-07-28 16:59:32,759 semantic_segmentation INFO: Iters: 29570/150000 || Lr: 0.016414 || Task Loss: 0.1951 || KD Loss: 0.1136|| 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: 1 day, 3:16:39 || Estimated Time: 4 days, 15:05:33
2023-07-28 17:00:05,025 semantic_segmentation INFO: Iters: 29580/150000 || Lr: 0.016413 || Task Loss: 0.2455 || KD Loss: 0.0735|| 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, 3:17:11 || Estimated Time: 4 days, 15:04:56
2023-07-28 17:00:37,116 semantic_segmentation INFO: Iters: 29590/150000 || Lr: 0.016411 || Task Loss: 0.2476 || KD Loss: 0.0560|| 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: 1 day, 3:17:43 || Estimated Time: 4 days, 15:04:19
2023-07-28 17:01:09,338 semantic_segmentation INFO: Iters: 29600/150000 || Lr: 0.016410 || Task Loss: 0.2298 || KD Loss: 0.0703|| 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, 3:18:16 || Estimated Time: 4 days, 15:03:41
2023-07-28 17:01:09,403 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 17:01:10,238 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.957, mIoU: 0.388
2023-07-28 17:01:10,360 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.963, mIoU: 0.467
2023-07-28 17:01:10,473 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.966, mIoU: 0.477
2023-07-28 17:01:10,579 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.517
2023-07-28 17:01:10,683 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.966, mIoU: 0.508
2023-07-28 17:01:10,790 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.968, mIoU: 0.512
2023-07-28 17:01:10,895 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.563
2023-07-28 17:01:10,998 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.584
2023-07-28 17:01:11,103 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.629
2023-07-28 17:01:11,207 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.679
2023-07-28 17:01:11,310 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.679
2023-07-28 17:01:11,412 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.692
2023-07-28 17:01:11,517 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.957, mIoU: 0.686
2023-07-28 17:01:11,622 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.952, mIoU: 0.671
2023-07-28 17:01:11,727 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.949, mIoU: 0.658
2023-07-28 17:01:11,834 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.647
2023-07-28 17:01:11,943 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.650
2023-07-28 17:01:12,057 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.649
2023-07-28 17:01:12,163 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.945, mIoU: 0.655
2023-07-28 17:01:12,268 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.945, mIoU: 0.661
2023-07-28 17:01:12,376 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.945, mIoU: 0.664
2023-07-28 17:01:12,486 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.940, mIoU: 0.666
2023-07-28 17:01:12,593 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.940, mIoU: 0.662
2023-07-28 17:01:12,699 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.671
2023-07-28 17:01:12,809 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.938, mIoU: 0.680
2023-07-28 17:01:12,914 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.938, mIoU: 0.679
2023-07-28 17:01:13,023 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.937, mIoU: 0.670
2023-07-28 17:01:13,133 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.936, mIoU: 0.664
2023-07-28 17:01:13,239 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.936, mIoU: 0.670
2023-07-28 17:01:13,345 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.937, mIoU: 0.678
2023-07-28 17:01:13,449 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.937, mIoU: 0.677
2023-07-28 17:01:13,553 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.935, mIoU: 0.673
2023-07-28 17:01:13,658 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.936, mIoU: 0.676
2023-07-28 17:01:13,763 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.936, mIoU: 0.676
2023-07-28 17:01:13,867 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.936, mIoU: 0.674
2023-07-28 17:01:13,971 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.937, mIoU: 0.673
2023-07-28 17:01:14,074 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.937, mIoU: 0.670
2023-07-28 17:01:14,178 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.936, mIoU: 0.669
2023-07-28 17:01:14,281 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.935, mIoU: 0.665
2023-07-28 17:01:14,384 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.936, mIoU: 0.665
2023-07-28 17:01:14,488 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.937, mIoU: 0.663
2023-07-28 17:01:14,597 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.937, mIoU: 0.663
2023-07-28 17:01:14,708 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.938, mIoU: 0.664
2023-07-28 17:01:14,823 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-28 17:01:14,933 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.939, mIoU: 0.665
2023-07-28 17:01:15,042 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.939, mIoU: 0.665
2023-07-28 17:01:15,151 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.940, mIoU: 0.665
2023-07-28 17:01:15,261 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.940, mIoU: 0.664
2023-07-28 17:01:15,372 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.666
2023-07-28 17:01:15,483 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.940, mIoU: 0.669
2023-07-28 17:01:15,592 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.669
2023-07-28 17:01:15,699 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.940, mIoU: 0.674
2023-07-28 17:01:15,806 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.939, mIoU: 0.673
2023-07-28 17:01:15,910 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.676
2023-07-28 17:01:16,015 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.675
2023-07-28 17:01:16,121 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.937, mIoU: 0.681
2023-07-28 17:01:16,223 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.938, mIoU: 0.681
2023-07-28 17:01:16,327 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.938, mIoU: 0.687
2023-07-28 17:01:16,432 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-28 17:01:16,536 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-28 17:01:16,644 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.937, mIoU: 0.686
2023-07-28 17:01:16,751 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.937, mIoU: 0.687
2023-07-28 17:01:16,868 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.936, mIoU: 0.686
2023-07-28 17:01:16,985 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.936, mIoU: 0.688
2023-07-28 17:01:17,092 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.936, mIoU: 0.692
2023-07-28 17:01:17,198 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.936, mIoU: 0.692
2023-07-28 17:01:17,308 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.934, mIoU: 0.689
2023-07-28 17:01:17,418 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.690
2023-07-28 17:01:17,526 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.934, mIoU: 0.689
2023-07-28 17:01:17,637 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.689
2023-07-28 17:01:17,745 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.689
2023-07-28 17:01:17,855 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.935, mIoU: 0.687
2023-07-28 17:01:17,960 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.935, mIoU: 0.686
2023-07-28 17:01:18,064 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.935, mIoU: 0.686
2023-07-28 17:01:18,168 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.935, mIoU: 0.686
2023-07-28 17:01:18,271 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.686
2023-07-28 17:01:18,374 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.935, mIoU: 0.686
2023-07-28 17:01:18,478 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.936, mIoU: 0.685
2023-07-28 17:01:18,581 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.935, mIoU: 0.685
2023-07-28 17:01:18,687 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.936, mIoU: 0.686
2023-07-28 17:01:18,793 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.936, mIoU: 0.688
2023-07-28 17:01:18,904 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.936, mIoU: 0.688
2023-07-28 17:01:19,015 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.936, mIoU: 0.687
2023-07-28 17:01:19,122 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.935, mIoU: 0.685
2023-07-28 17:01:19,228 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.932, mIoU: 0.681
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2023-07-28 17:01:19,984 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.934, mIoU: 0.695
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2023-07-28 17:02:01,779 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-28 17:02:01,889 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-28 17:02:01,995 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-28 17:02:02,101 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-28 17:02:02,207 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-28 17:02:02,312 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-28 17:02:02,415 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-28 17:02:02,522 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.945, mIoU: 0.708
2023-07-28 17:02:02,632 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.945, mIoU: 0.708
2023-07-28 17:02:02,744 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.945, mIoU: 0.708
2023-07-28 17:02:02,859 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.945, mIoU: 0.708
2023-07-28 17:02:02,968 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.945, mIoU: 0.708
2023-07-28 17:02:03,075 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.945, mIoU: 0.708
2023-07-28 17:02:03,183 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.945, mIoU: 0.708
2023-07-28 17:02:03,290 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.945, mIoU: 0.708
2023-07-28 17:02:03,397 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.945, mIoU: 0.708
2023-07-28 17:02:03,502 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.945, mIoU: 0.709
2023-07-28 17:02:03,613 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.945, mIoU: 0.709
2023-07-28 17:02:03,722 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.945, mIoU: 0.709
2023-07-28 17:02:03,828 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.945, mIoU: 0.709
2023-07-28 17:02:03,933 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.945, mIoU: 0.709
2023-07-28 17:02:04,035 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.945, mIoU: 0.708
2023-07-28 17:02:36,628 semantic_segmentation INFO: Iters: 29610/150000 || Lr: 0.016409 || Task Loss: 0.3320 || KD Loss: 0.1553|| 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, 3:19:43 || Estimated Time: 4 days, 15:06:48
2023-07-28 17:03:08,814 semantic_segmentation INFO: Iters: 29620/150000 || Lr: 0.016408 || Task Loss: 0.3468 || KD Loss: 0.0971|| 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: 1 day, 3:20:15 || Estimated Time: 4 days, 15:06:11
2023-07-28 17:03:40,918 semantic_segmentation INFO: Iters: 29630/150000 || Lr: 0.016407 || Task Loss: 0.4105 || KD Loss: 0.1428|| 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, 3:20:47 || Estimated Time: 4 days, 15:05:33
2023-07-28 17:04:12,970 semantic_segmentation INFO: Iters: 29640/150000 || Lr: 0.016405 || Task Loss: 0.2547 || KD Loss: 0.0962|| 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, 3:21:19 || Estimated Time: 4 days, 15:04:55
2023-07-28 17:04:44,999 semantic_segmentation INFO: Iters: 29650/150000 || Lr: 0.016404 || Task Loss: 0.2227 || KD Loss: 0.0665|| 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, 3:21:51 || Estimated Time: 4 days, 15:04:17
2023-07-28 17:05:16,966 semantic_segmentation INFO: Iters: 29660/150000 || Lr: 0.016403 || Task Loss: 0.3080 || KD Loss: 0.0999|| 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: 1 day, 3:22:23 || Estimated Time: 4 days, 15:03:38
2023-07-28 17:05:48,959 semantic_segmentation INFO: Iters: 29670/150000 || Lr: 0.016402 || Task Loss: 0.2394 || KD Loss: 0.1135|| 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, 3:22:55 || Estimated Time: 4 days, 15:03:00
2023-07-28 17:06:20,922 semantic_segmentation INFO: Iters: 29680/150000 || Lr: 0.016400 || Task Loss: 0.2749 || KD Loss: 0.0791|| 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: 1 day, 3:23:27 || Estimated Time: 4 days, 15:02:22
2023-07-28 17:06:52,899 semantic_segmentation INFO: Iters: 29690/150000 || Lr: 0.016399 || Task Loss: 0.1613 || KD Loss: 0.0537|| 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, 3:23:59 || Estimated Time: 4 days, 15:01:44
2023-07-28 17:07:24,866 semantic_segmentation INFO: Iters: 29700/150000 || Lr: 0.016398 || Task Loss: 0.3048 || KD Loss: 0.1072|| 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, 3:24:31 || Estimated Time: 4 days, 15:01:05
2023-07-28 17:07:56,962 semantic_segmentation INFO: Iters: 29710/150000 || Lr: 0.016397 || Task Loss: 0.3970 || KD Loss: 0.1565|| 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, 3:25:03 || Estimated Time: 4 days, 15:00:27
2023-07-28 17:08:28,977 semantic_segmentation INFO: Iters: 29720/150000 || Lr: 0.016396 || Task Loss: 0.2544 || KD Loss: 0.0854|| 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, 3:25:35 || Estimated Time: 4 days, 14:59:49
2023-07-28 17:09:01,025 semantic_segmentation INFO: Iters: 29730/150000 || Lr: 0.016394 || Task Loss: 0.2252 || KD Loss: 0.0639|| 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: 1 day, 3:26:07 || Estimated Time: 4 days, 14:59:11
2023-07-28 17:09:33,102 semantic_segmentation INFO: Iters: 29740/150000 || Lr: 0.016393 || Task Loss: 0.2921 || KD Loss: 0.1128|| 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: 1 day, 3:26:39 || Estimated Time: 4 days, 14:58:33
2023-07-28 17:10:05,047 semantic_segmentation INFO: Iters: 29750/150000 || Lr: 0.016392 || Task Loss: 0.2656 || KD Loss: 0.0989|| 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, 3:27:11 || Estimated Time: 4 days, 14:57:55
2023-07-28 17:10:37,139 semantic_segmentation INFO: Iters: 29760/150000 || Lr: 0.016391 || Task Loss: 0.2142 || KD Loss: 0.0658|| 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, 3:27:43 || Estimated Time: 4 days, 14:57:17
2023-07-28 17:11:09,214 semantic_segmentation INFO: Iters: 29770/150000 || Lr: 0.016389 || Task Loss: 0.2561 || KD Loss: 0.0927|| 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: 1 day, 3:28:16 || Estimated Time: 4 days, 14:56:39
2023-07-28 17:11:41,283 semantic_segmentation INFO: Iters: 29780/150000 || Lr: 0.016388 || Task Loss: 0.2353 || KD Loss: 0.0599|| 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, 3:28:48 || Estimated Time: 4 days, 14:56:02
2023-07-28 17:12:13,334 semantic_segmentation INFO: Iters: 29790/150000 || Lr: 0.016387 || Task Loss: 0.2683 || KD Loss: 0.0800|| 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: 1 day, 3:29:20 || Estimated Time: 4 days, 14:55:24
2023-07-28 17:12:45,416 semantic_segmentation INFO: Iters: 29800/150000 || Lr: 0.016386 || Task Loss: 0.2908 || KD Loss: 0.0855|| 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: 1 day, 3:29:52 || Estimated Time: 4 days, 14:54:46
2023-07-28 17:13:17,421 semantic_segmentation INFO: Iters: 29810/150000 || Lr: 0.016384 || Task Loss: 0.2468 || KD Loss: 0.0686|| 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: 1 day, 3:30:24 || Estimated Time: 4 days, 14:54:08
2023-07-28 17:13:49,472 semantic_segmentation INFO: Iters: 29820/150000 || Lr: 0.016383 || Task Loss: 0.2658 || KD Loss: 0.0832|| 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, 3:30:56 || Estimated Time: 4 days, 14:53:30
2023-07-28 17:14:22,918 semantic_segmentation INFO: Iters: 29830/150000 || Lr: 0.016382 || Task Loss: 0.2338 || KD Loss: 0.0709|| 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: 1 day, 3:31:29 || Estimated Time: 4 days, 14:52:57
2023-07-28 17:14:56,619 semantic_segmentation INFO: Iters: 29840/150000 || Lr: 0.016381 || Task Loss: 0.2941 || KD Loss: 0.0737|| 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, 3:32:03 || Estimated Time: 4 days, 14:52:26
2023-07-28 17:15:28,656 semantic_segmentation INFO: Iters: 29850/150000 || Lr: 0.016380 || Task Loss: 0.3486 || KD Loss: 0.0781|| 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, 3:32:35 || Estimated Time: 4 days, 14:51:48
2023-07-28 17:16:00,631 semantic_segmentation INFO: Iters: 29860/150000 || Lr: 0.016378 || Task Loss: 0.3101 || KD Loss: 0.1094|| 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, 3:33:07 || Estimated Time: 4 days, 14:51:10
2023-07-28 17:16:32,795 semantic_segmentation INFO: Iters: 29870/150000 || Lr: 0.016377 || Task Loss: 0.2292 || KD Loss: 0.0659|| 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, 3:33:39 || Estimated Time: 4 days, 14:50:33
2023-07-28 17:17:04,816 semantic_segmentation INFO: Iters: 29880/150000 || Lr: 0.016376 || Task Loss: 0.1898 || KD Loss: 0.0622|| 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, 3:34:11 || Estimated Time: 4 days, 14:49:55
2023-07-28 17:17:36,830 semantic_segmentation INFO: Iters: 29890/150000 || Lr: 0.016375 || Task Loss: 0.1409 || KD Loss: 0.0764|| 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, 3:34:43 || Estimated Time: 4 days, 14:49:17
2023-07-28 17:18:08,857 semantic_segmentation INFO: Iters: 29900/150000 || Lr: 0.016373 || Task Loss: 0.2097 || KD Loss: 0.0739|| 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, 3:35:15 || Estimated Time: 4 days, 14:48:39
2023-07-28 17:18:40,935 semantic_segmentation INFO: Iters: 29910/150000 || Lr: 0.016372 || Task Loss: 0.1781 || KD Loss: 0.0423|| 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, 3:35:47 || Estimated Time: 4 days, 14:48:01
2023-07-28 17:19:13,018 semantic_segmentation INFO: Iters: 29920/150000 || Lr: 0.016371 || Task Loss: 0.2034 || KD Loss: 0.0765|| 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, 3:36:19 || Estimated Time: 4 days, 14:47:23
2023-07-28 17:19:45,096 semantic_segmentation INFO: Iters: 29930/150000 || Lr: 0.016370 || Task Loss: 0.2663 || KD Loss: 0.0817|| 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: 1 day, 3:36:51 || Estimated Time: 4 days, 14:46:45
2023-07-28 17:20:17,128 semantic_segmentation INFO: Iters: 29940/150000 || Lr: 0.016369 || Task Loss: 0.2036 || KD Loss: 0.0520|| 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, 3:37:23 || Estimated Time: 4 days, 14:46:07
2023-07-28 17:20:49,263 semantic_segmentation INFO: Iters: 29950/150000 || Lr: 0.016367 || Task Loss: 0.2658 || KD Loss: 0.0614|| 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, 3:37:56 || Estimated Time: 4 days, 14:45:30
2023-07-28 17:21:21,277 semantic_segmentation INFO: Iters: 29960/150000 || Lr: 0.016366 || Task Loss: 0.2334 || KD Loss: 0.0930|| 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: 1 day, 3:38:28 || Estimated Time: 4 days, 14:44:52
2023-07-28 17:21:53,415 semantic_segmentation INFO: Iters: 29970/150000 || Lr: 0.016365 || Task Loss: 0.1781 || KD Loss: 0.0495|| 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: 1 day, 3:39:00 || Estimated Time: 4 days, 14:44:14
2023-07-28 17:22:25,563 semantic_segmentation INFO: Iters: 29980/150000 || Lr: 0.016364 || Task Loss: 0.2328 || KD Loss: 0.0725|| 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, 3:39:32 || Estimated Time: 4 days, 14:43:37
2023-07-28 17:22:57,617 semantic_segmentation INFO: Iters: 29990/150000 || Lr: 0.016362 || Task Loss: 0.2190 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1372|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:40:04 || Estimated Time: 4 days, 14:42:59
2023-07-28 17:23:29,670 semantic_segmentation INFO: Iters: 30000/150000 || Lr: 0.016361 || Task Loss: 0.1659 || KD Loss: 0.0453|| 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, 3:40:36 || Estimated Time: 4 days, 14:42:21
2023-07-28 17:24:01,786 semantic_segmentation INFO: Iters: 30010/150000 || Lr: 0.016360 || Task Loss: 0.2238 || KD Loss: 0.0666|| 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: 1 day, 3:41:08 || Estimated Time: 4 days, 14:41:43
2023-07-28 17:24:33,779 semantic_segmentation INFO: Iters: 30020/150000 || Lr: 0.016359 || Task Loss: 0.2551 || KD Loss: 0.0708|| 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: 1 day, 3:41:40 || Estimated Time: 4 days, 14:41:05
2023-07-28 17:25:05,874 semantic_segmentation INFO: Iters: 30030/150000 || Lr: 0.016357 || Task Loss: 0.2292 || KD Loss: 0.0951|| 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: 1 day, 3:42:12 || Estimated Time: 4 days, 14:40:28
2023-07-28 17:25:37,964 semantic_segmentation INFO: Iters: 30040/150000 || Lr: 0.016356 || Task Loss: 0.2500 || KD Loss: 0.0622|| 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: 1 day, 3:42:44 || Estimated Time: 4 days, 14:39:50
2023-07-28 17:26:10,020 semantic_segmentation INFO: Iters: 30050/150000 || Lr: 0.016355 || Task Loss: 0.2752 || KD Loss: 0.0794|| 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, 3:43:16 || Estimated Time: 4 days, 14:39:12
2023-07-28 17:26:41,989 semantic_segmentation INFO: Iters: 30060/150000 || Lr: 0.016354 || Task Loss: 0.2403 || KD Loss: 0.0895|| 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, 3:43:48 || Estimated Time: 4 days, 14:38:34
2023-07-28 17:27:14,144 semantic_segmentation INFO: Iters: 30070/150000 || Lr: 0.016353 || Task Loss: 0.3334 || KD Loss: 0.1489|| 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, 3:44:20 || Estimated Time: 4 days, 14:37:57
2023-07-28 17:27:46,253 semantic_segmentation INFO: Iters: 30080/150000 || Lr: 0.016351 || Task Loss: 0.2203 || KD Loss: 0.0769|| 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: 1 day, 3:44:53 || Estimated Time: 4 days, 14:37:19
2023-07-28 17:28:18,317 semantic_segmentation INFO: Iters: 30090/150000 || Lr: 0.016350 || Task Loss: 0.3347 || KD Loss: 0.0949|| 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, 3:45:25 || Estimated Time: 4 days, 14:36:41
2023-07-28 17:28:50,449 semantic_segmentation INFO: Iters: 30100/150000 || Lr: 0.016349 || Task Loss: 0.2220 || KD Loss: 0.0586|| 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, 3:45:57 || Estimated Time: 4 days, 14:36:04
2023-07-28 17:29:22,413 semantic_segmentation INFO: Iters: 30110/150000 || Lr: 0.016348 || Task Loss: 0.2379 || KD Loss: 0.0759|| 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, 3:46:29 || Estimated Time: 4 days, 14:35:26
2023-07-28 17:29:54,391 semantic_segmentation INFO: Iters: 30120/150000 || Lr: 0.016346 || Task Loss: 0.2465 || KD Loss: 0.0928|| 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: 1 day, 3:47:01 || Estimated Time: 4 days, 14:34:48
2023-07-28 17:30:26,441 semantic_segmentation INFO: Iters: 30130/150000 || Lr: 0.016345 || Task Loss: 0.3671 || KD Loss: 0.1018|| 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, 3:47:33 || Estimated Time: 4 days, 14:34:10
2023-07-28 17:30:58,484 semantic_segmentation INFO: Iters: 30140/150000 || Lr: 0.016344 || Task Loss: 0.2305 || KD Loss: 0.0527|| 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, 3:48:05 || Estimated Time: 4 days, 14:33:32
2023-07-28 17:31:30,565 semantic_segmentation INFO: Iters: 30150/150000 || Lr: 0.016343 || Task Loss: 0.2298 || KD Loss: 0.0670|| 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: 1 day, 3:48:37 || Estimated Time: 4 days, 14:32:54
2023-07-28 17:32:02,581 semantic_segmentation INFO: Iters: 30160/150000 || Lr: 0.016342 || Task Loss: 0.1645 || KD Loss: 0.0457|| 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, 3:49:09 || Estimated Time: 4 days, 14:32:16
2023-07-28 17:32:34,659 semantic_segmentation INFO: Iters: 30170/150000 || Lr: 0.016340 || Task Loss: 0.2602 || KD Loss: 0.0809|| 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: 1 day, 3:49:41 || Estimated Time: 4 days, 14:31:39
2023-07-28 17:33:06,748 semantic_segmentation INFO: Iters: 30180/150000 || Lr: 0.016339 || Task Loss: 0.2287 || KD Loss: 0.0662|| 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, 3:50:13 || Estimated Time: 4 days, 14:31:01
2023-07-28 17:33:38,746 semantic_segmentation INFO: Iters: 30190/150000 || Lr: 0.016338 || Task Loss: 0.2280 || KD Loss: 0.0695|| 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: 1 day, 3:50:45 || Estimated Time: 4 days, 14:30:23
2023-07-28 17:34:10,880 semantic_segmentation INFO: Iters: 30200/150000 || Lr: 0.016337 || Task Loss: 0.2473 || KD Loss: 0.1089|| 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, 3:51:17 || Estimated Time: 4 days, 14:29:45
2023-07-28 17:34:42,936 semantic_segmentation INFO: Iters: 30210/150000 || Lr: 0.016335 || Task Loss: 0.2861 || KD Loss: 0.1043|| 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, 3:51:49 || Estimated Time: 4 days, 14:29:08
2023-07-28 17:35:15,053 semantic_segmentation INFO: Iters: 30220/150000 || Lr: 0.016334 || Task Loss: 0.2559 || KD Loss: 0.0758|| 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, 3:52:21 || Estimated Time: 4 days, 14:28:30
2023-07-28 17:35:47,114 semantic_segmentation INFO: Iters: 30230/150000 || Lr: 0.016333 || Task Loss: 0.2884 || KD Loss: 0.0976|| 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, 3:52:53 || Estimated Time: 4 days, 14:27:53
2023-07-28 17:36:19,170 semantic_segmentation INFO: Iters: 30240/150000 || Lr: 0.016332 || Task Loss: 0.1372 || KD Loss: 0.0454|| 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, 3:53:26 || Estimated Time: 4 days, 14:27:15
2023-07-28 17:36:51,218 semantic_segmentation INFO: Iters: 30250/150000 || Lr: 0.016330 || Task Loss: 0.1628 || KD Loss: 0.0461|| 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, 3:53:58 || Estimated Time: 4 days, 14:26:37
2023-07-28 17:37:26,339 semantic_segmentation INFO: Iters: 30260/150000 || Lr: 0.016329 || Task Loss: 0.1933 || KD Loss: 0.0573|| 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, 3:54:33 || Estimated Time: 4 days, 14:26:11
2023-07-28 17:37:58,434 semantic_segmentation INFO: Iters: 30270/150000 || Lr: 0.016328 || Task Loss: 0.2252 || KD Loss: 0.1763|| 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, 3:55:05 || Estimated Time: 4 days, 14:25:34
2023-07-28 17:38:30,488 semantic_segmentation INFO: Iters: 30280/150000 || Lr: 0.016327 || Task Loss: 0.1853 || KD Loss: 0.0527|| 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: 1 day, 3:55:37 || Estimated Time: 4 days, 14:24:56
2023-07-28 17:39:02,544 semantic_segmentation INFO: Iters: 30290/150000 || Lr: 0.016326 || Task Loss: 0.2334 || KD Loss: 0.0712|| 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, 3:56:09 || Estimated Time: 4 days, 14:24:18
2023-07-28 17:39:34,578 semantic_segmentation INFO: Iters: 30300/150000 || Lr: 0.016324 || Task Loss: 0.1939 || KD Loss: 0.0455|| 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, 3:56:41 || Estimated Time: 4 days, 14:23:41
2023-07-28 17:40:06,645 semantic_segmentation INFO: Iters: 30310/150000 || Lr: 0.016323 || Task Loss: 0.2077 || KD Loss: 0.0716|| 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, 3:57:13 || Estimated Time: 4 days, 14:23:03
2023-07-28 17:40:38,667 semantic_segmentation INFO: Iters: 30320/150000 || Lr: 0.016322 || Task Loss: 0.1932 || KD Loss: 0.0597|| 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, 3:57:45 || Estimated Time: 4 days, 14:22:25
2023-07-28 17:41:10,683 semantic_segmentation INFO: Iters: 30330/150000 || Lr: 0.016321 || Task Loss: 0.1902 || KD Loss: 0.0849|| 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, 3:58:17 || Estimated Time: 4 days, 14:21:47
2023-07-28 17:41:42,695 semantic_segmentation INFO: Iters: 30340/150000 || Lr: 0.016319 || Task Loss: 0.1791 || KD Loss: 0.0380|| 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, 3:58:49 || Estimated Time: 4 days, 14:21:09
2023-07-28 17:42:14,851 semantic_segmentation INFO: Iters: 30350/150000 || Lr: 0.016318 || Task Loss: 0.2697 || KD Loss: 0.0753|| 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, 3:59:21 || Estimated Time: 4 days, 14:20:32
2023-07-28 17:42:46,881 semantic_segmentation INFO: Iters: 30360/150000 || Lr: 0.016317 || Task Loss: 0.1903 || KD Loss: 0.0503|| 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, 3:59:53 || Estimated Time: 4 days, 14:19:54
2023-07-28 17:43:18,922 semantic_segmentation INFO: Iters: 30370/150000 || Lr: 0.016316 || Task Loss: 0.2016 || KD Loss: 0.0571|| 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, 4:00:25 || Estimated Time: 4 days, 14:19:16
2023-07-28 17:43:50,973 semantic_segmentation INFO: Iters: 30380/150000 || Lr: 0.016315 || Task Loss: 0.3326 || KD Loss: 0.0665|| 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: 1 day, 4:00:57 || Estimated Time: 4 days, 14:18:39
2023-07-28 17:44:23,055 semantic_segmentation INFO: Iters: 30390/150000 || Lr: 0.016313 || Task Loss: 0.2356 || KD Loss: 0.0697|| 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, 4:01:29 || Estimated Time: 4 days, 14:18:01
2023-07-28 17:44:55,151 semantic_segmentation INFO: Iters: 30400/150000 || Lr: 0.016312 || Task Loss: 0.2140 || KD Loss: 0.0582|| 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, 4:02:02 || Estimated Time: 4 days, 14:17:24
2023-07-28 17:44:55,217 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 17:44:56,049 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.399
2023-07-28 17:44:56,157 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.493
2023-07-28 17:44:56,269 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.506
2023-07-28 17:44:56,373 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.534
2023-07-28 17:44:56,480 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.526
2023-07-28 17:44:56,588 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.527
2023-07-28 17:44:56,693 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.559
2023-07-28 17:44:56,802 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.603
2023-07-28 17:44:56,909 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.621
2023-07-28 17:44:57,016 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.666
2023-07-28 17:44:57,122 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.662
2023-07-28 17:44:57,228 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.693
2023-07-28 17:44:57,332 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.960, mIoU: 0.687
2023-07-28 17:44:57,437 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.956, mIoU: 0.675
2023-07-28 17:44:57,542 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.955, mIoU: 0.682
2023-07-28 17:44:57,646 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.677
2023-07-28 17:44:57,750 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.952, mIoU: 0.676
2023-07-28 17:44:57,853 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.682
2023-07-28 17:44:57,956 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.689
2023-07-28 17:44:58,062 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.695
2023-07-28 17:44:58,165 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.694
2023-07-28 17:44:58,269 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.702
2023-07-28 17:44:58,373 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.700
2023-07-28 17:44:58,476 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.706
2023-07-28 17:44:58,583 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.712
2023-07-28 17:44:58,686 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-28 17:44:58,791 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-28 17:44:58,894 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-28 17:44:58,996 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 17:44:59,099 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.944, mIoU: 0.688
2023-07-28 17:44:59,202 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-28 17:44:59,306 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.684
2023-07-28 17:44:59,411 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-28 17:44:59,515 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.944, mIoU: 0.684
2023-07-28 17:44:59,622 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-28 17:44:59,729 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.945, mIoU: 0.685
2023-07-28 17:44:59,842 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-28 17:44:59,948 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-28 17:45:00,053 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.943, mIoU: 0.675
2023-07-28 17:45:00,163 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-28 17:45:00,272 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.676
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2023-07-28 17:45:00,595 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-28 17:45:00,701 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-28 17:45:00,813 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.946, mIoU: 0.678
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2023-07-28 17:45:01,033 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.947, mIoU: 0.677
2023-07-28 17:45:01,142 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.680
2023-07-28 17:45:01,247 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-28 17:45:01,350 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.946, mIoU: 0.684
2023-07-28 17:45:01,453 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.946, mIoU: 0.687
2023-07-28 17:45:01,554 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.945, mIoU: 0.689
2023-07-28 17:45:01,659 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.689
2023-07-28 17:45:01,764 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.688
2023-07-28 17:45:01,867 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.943, mIoU: 0.693
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2023-07-28 17:45:02,622 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.699
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2023-07-28 17:45:02,831 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.942, mIoU: 0.703
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2023-07-28 17:45:03,047 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.940, mIoU: 0.701
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2023-07-28 17:45:03,375 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.940, mIoU: 0.701
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2023-07-28 17:45:03,594 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.940, mIoU: 0.699
2023-07-28 17:45:03,699 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.940, mIoU: 0.697
2023-07-28 17:45:03,804 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.941, mIoU: 0.697
2023-07-28 17:45:03,906 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.940, mIoU: 0.699
2023-07-28 17:45:04,009 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.940, mIoU: 0.699
2023-07-28 17:45:04,112 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.941, mIoU: 0.699
2023-07-28 17:45:04,214 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.941, mIoU: 0.698
2023-07-28 17:45:04,318 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.698
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2023-07-28 17:45:04,525 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.940, mIoU: 0.701
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2023-07-28 17:45:04,946 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.694
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2023-07-28 17:45:05,489 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.938, mIoU: 0.694
2023-07-28 17:45:05,601 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.938, mIoU: 0.696
2023-07-28 17:45:05,710 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.937, mIoU: 0.695
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2023-07-28 17:45:05,923 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.937, mIoU: 0.695
2023-07-28 17:45:06,029 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.938, mIoU: 0.695
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2023-07-28 17:45:06,459 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.937, mIoU: 0.693
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2023-07-28 17:45:06,671 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.935, mIoU: 0.693
2023-07-28 17:45:06,775 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.691
2023-07-28 17:45:06,877 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.935, mIoU: 0.691
2023-07-28 17:45:06,981 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.691
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2023-07-28 17:45:07,291 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.936, mIoU: 0.691
2023-07-28 17:45:07,395 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.936, mIoU: 0.692
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2023-07-28 17:45:08,363 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.695
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2023-07-28 17:45:08,692 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.936, mIoU: 0.697
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2023-07-28 17:45:10,260 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.936, mIoU: 0.692
2023-07-28 17:45:10,364 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.937, mIoU: 0.692
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2023-07-28 17:45:38,527 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.942, mIoU: 0.694
2023-07-28 17:45:38,632 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-28 17:45:38,737 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-28 17:45:38,844 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-28 17:45:38,949 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-28 17:45:39,058 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-28 17:45:39,177 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-28 17:45:39,283 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-28 17:45:39,388 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-28 17:45:39,498 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-28 17:45:39,611 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-28 17:45:39,722 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-28 17:45:39,835 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-28 17:45:39,946 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-28 17:45:40,051 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-28 17:45:40,161 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-28 17:45:40,267 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-28 17:45:40,373 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 17:45:40,488 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 17:45:40,605 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 17:45:40,720 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 17:45:40,836 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 17:45:40,951 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-28 17:45:41,065 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-28 17:45:41,179 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-28 17:45:41,293 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-28 17:45:41,404 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-28 17:45:41,514 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-28 17:45:41,626 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-28 17:45:41,738 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-28 17:45:41,848 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-28 17:45:41,959 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-28 17:45:42,069 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-28 17:45:42,180 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-28 17:45:42,291 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-28 17:45:42,398 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.945, mIoU: 0.697
2023-07-28 17:45:42,506 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.945, mIoU: 0.697
2023-07-28 17:45:42,612 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.945, mIoU: 0.697
2023-07-28 17:45:42,719 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.945, mIoU: 0.697
2023-07-28 17:45:42,827 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.945, mIoU: 0.697
2023-07-28 17:45:42,938 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-28 17:45:43,052 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-28 17:45:43,159 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-28 17:45:43,271 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-28 17:45:43,380 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-28 17:45:43,490 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.945, mIoU: 0.697
2023-07-28 17:45:43,602 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-28 17:45:43,713 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-28 17:45:43,825 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-28 17:45:43,936 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-28 17:45:44,042 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-28 17:45:44,149 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-28 17:45:44,260 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-28 17:45:44,365 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-28 17:45:44,470 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-28 17:45:44,580 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-28 17:45:44,689 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-28 17:45:44,799 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.946, mIoU: 0.699
2023-07-28 17:45:44,907 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.946, mIoU: 0.699
2023-07-28 17:45:45,017 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.946, mIoU: 0.699
2023-07-28 17:45:45,125 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.946, mIoU: 0.699
2023-07-28 17:45:45,234 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.946, mIoU: 0.699
2023-07-28 17:45:45,341 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-28 17:45:45,451 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-28 17:45:45,560 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-28 17:45:45,671 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-28 17:45:45,781 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-28 17:45:45,888 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-28 17:45:45,993 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-28 17:45:46,098 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-28 17:45:46,202 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-28 17:45:46,310 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-28 17:45:46,414 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-28 17:45:46,519 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-28 17:45:46,622 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-28 17:45:46,728 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-28 17:45:46,839 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-28 17:45:46,950 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-28 17:45:47,055 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-28 17:45:47,161 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.947, mIoU: 0.701
2023-07-28 17:45:47,274 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.947, mIoU: 0.701
2023-07-28 17:45:47,386 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.947, mIoU: 0.701
2023-07-28 17:45:47,495 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.947, mIoU: 0.701
2023-07-28 17:45:47,605 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.947, mIoU: 0.701
2023-07-28 17:45:47,711 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.947, mIoU: 0.701
2023-07-28 17:45:47,818 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.947, mIoU: 0.701
2023-07-28 17:45:47,922 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.947, mIoU: 0.701
2023-07-28 17:45:48,026 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.947, mIoU: 0.701
2023-07-28 17:45:48,128 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.947, mIoU: 0.701
2023-07-28 17:45:48,231 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-28 17:45:48,338 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-28 17:45:48,441 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-28 17:45:48,544 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-28 17:45:48,648 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-28 17:45:48,751 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-28 17:45:48,855 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-28 17:45:48,958 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-28 17:45:49,061 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-28 17:45:49,164 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-28 17:45:49,268 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-28 17:45:49,373 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-28 17:45:49,476 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-28 17:45:49,577 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-28 17:46:22,004 semantic_segmentation INFO: Iters: 30410/150000 || Lr: 0.016311 || Task Loss: 0.2907 || KD Loss: 0.0675|| 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, 4:03:28 || Estimated Time: 4 days, 14:20:21
2023-07-28 17:46:54,051 semantic_segmentation INFO: Iters: 30420/150000 || Lr: 0.016310 || Task Loss: 0.2186 || KD Loss: 0.0732|| 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, 4:04:00 || Estimated Time: 4 days, 14:19:43
2023-07-28 17:47:26,021 semantic_segmentation INFO: Iters: 30430/150000 || Lr: 0.016308 || Task Loss: 0.2970 || KD Loss: 0.0750|| 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: 1 day, 4:04:32 || Estimated Time: 4 days, 14:19:05
2023-07-28 17:47:57,986 semantic_segmentation INFO: Iters: 30440/150000 || Lr: 0.016307 || Task Loss: 0.2860 || KD Loss: 0.0964|| 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: 1 day, 4:05:04 || Estimated Time: 4 days, 14:18:27
2023-07-28 17:48:29,925 semantic_segmentation INFO: Iters: 30450/150000 || Lr: 0.016306 || Task Loss: 0.2656 || KD Loss: 0.0875|| 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, 4:05:36 || Estimated Time: 4 days, 14:17:49
2023-07-28 17:49:01,927 semantic_segmentation INFO: Iters: 30460/150000 || Lr: 0.016305 || Task Loss: 0.2416 || KD Loss: 0.0750|| 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, 4:06:08 || Estimated Time: 4 days, 14:17:11
2023-07-28 17:49:33,956 semantic_segmentation INFO: Iters: 30470/150000 || Lr: 0.016303 || Task Loss: 0.2080 || KD Loss: 0.0487|| 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, 4:06:40 || Estimated Time: 4 days, 14:16:33
2023-07-28 17:50:05,937 semantic_segmentation INFO: Iters: 30480/150000 || Lr: 0.016302 || Task Loss: 0.3213 || KD Loss: 0.1180|| 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: 1 day, 4:07:12 || Estimated Time: 4 days, 14:15:55
2023-07-28 17:50:37,984 semantic_segmentation INFO: Iters: 30490/150000 || Lr: 0.016301 || Task Loss: 0.2535 || KD Loss: 0.0628|| 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: 1 day, 4:07:44 || Estimated Time: 4 days, 14:15:17
2023-07-28 17:51:09,976 semantic_segmentation INFO: Iters: 30500/150000 || Lr: 0.016300 || Task Loss: 0.2368 || KD Loss: 0.0819|| 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: 1 day, 4:08:16 || Estimated Time: 4 days, 14:14:39
2023-07-28 17:51:41,914 semantic_segmentation INFO: Iters: 30510/150000 || Lr: 0.016299 || Task Loss: 0.2217 || KD Loss: 0.0619|| 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, 4:08:48 || Estimated Time: 4 days, 14:14:01
2023-07-28 17:52:14,045 semantic_segmentation INFO: Iters: 30520/150000 || Lr: 0.016297 || Task Loss: 0.2090 || KD Loss: 0.0515|| 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, 4:09:20 || Estimated Time: 4 days, 14:13:24
2023-07-28 17:52:46,092 semantic_segmentation INFO: Iters: 30530/150000 || Lr: 0.016296 || Task Loss: 0.2943 || KD Loss: 0.0957|| 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, 4:09:52 || Estimated Time: 4 days, 14:12:46
2023-07-28 17:53:18,146 semantic_segmentation INFO: Iters: 30540/150000 || Lr: 0.016295 || Task Loss: 0.3109 || KD Loss: 0.1647|| 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, 4:10:25 || Estimated Time: 4 days, 14:12:08
2023-07-28 17:53:50,240 semantic_segmentation INFO: Iters: 30550/150000 || Lr: 0.016294 || Task Loss: 0.2532 || KD Loss: 0.2782|| 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, 4:10:57 || Estimated Time: 4 days, 14:11:31
2023-07-28 17:54:22,266 semantic_segmentation INFO: Iters: 30560/150000 || Lr: 0.016292 || Task Loss: 0.2419 || KD Loss: 0.0738|| 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, 4:11:29 || Estimated Time: 4 days, 14:10:53
2023-07-28 17:54:54,292 semantic_segmentation INFO: Iters: 30570/150000 || Lr: 0.016291 || Task Loss: 0.5008 || KD Loss: 0.2361|| 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: 1 day, 4:12:01 || Estimated Time: 4 days, 14:10:15
2023-07-28 17:55:26,341 semantic_segmentation INFO: Iters: 30580/150000 || Lr: 0.016290 || Task Loss: 0.2241 || KD Loss: 0.1039|| 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, 4:12:33 || Estimated Time: 4 days, 14:09:37
2023-07-28 17:55:58,420 semantic_segmentation INFO: Iters: 30590/150000 || Lr: 0.016289 || Task Loss: 0.1742 || KD Loss: 0.0503|| 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, 4:13:05 || Estimated Time: 4 days, 14:09:00
2023-07-28 17:56:30,472 semantic_segmentation INFO: Iters: 30600/150000 || Lr: 0.016288 || Task Loss: 0.2676 || KD Loss: 0.0930|| 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, 4:13:37 || Estimated Time: 4 days, 14:08:22
2023-07-28 17:57:02,469 semantic_segmentation INFO: Iters: 30610/150000 || Lr: 0.016286 || Task Loss: 0.2335 || KD Loss: 0.0749|| 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, 4:14:09 || Estimated Time: 4 days, 14:07:44
2023-07-28 17:57:34,541 semantic_segmentation INFO: Iters: 30620/150000 || Lr: 0.016285 || Task Loss: 0.2316 || KD Loss: 0.0696|| 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, 4:14:41 || Estimated Time: 4 days, 14:07:06
2023-07-28 17:58:06,566 semantic_segmentation INFO: Iters: 30630/150000 || Lr: 0.016284 || Task Loss: 0.2070 || KD Loss: 0.0589|| 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, 4:15:13 || Estimated Time: 4 days, 14:06:29
2023-07-28 17:58:38,649 semantic_segmentation INFO: Iters: 30640/150000 || Lr: 0.016283 || Task Loss: 0.2173 || KD Loss: 0.0755|| 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, 4:15:45 || Estimated Time: 4 days, 14:05:51
2023-07-28 17:59:10,728 semantic_segmentation INFO: Iters: 30650/150000 || Lr: 0.016281 || Task Loss: 0.3541 || KD Loss: 0.1474|| 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: 1 day, 4:16:17 || Estimated Time: 4 days, 14:05:13
2023-07-28 17:59:42,834 semantic_segmentation INFO: Iters: 30660/150000 || Lr: 0.016280 || Task Loss: 0.2687 || KD Loss: 0.0877|| 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: 1 day, 4:16:49 || Estimated Time: 4 days, 14:04:36
2023-07-28 18:00:17,807 semantic_segmentation INFO: Iters: 30670/150000 || Lr: 0.016279 || Task Loss: 0.2854 || KD Loss: 0.0872|| 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: 1 day, 4:17:24 || Estimated Time: 4 days, 14:04:09
2023-07-28 18:00:49,812 semantic_segmentation INFO: Iters: 30680/150000 || Lr: 0.016278 || Task Loss: 0.3225 || KD Loss: 0.0920|| 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: 1 day, 4:17:56 || Estimated Time: 4 days, 14:03:32
2023-07-28 18:01:21,814 semantic_segmentation INFO: Iters: 30690/150000 || Lr: 0.016276 || Task Loss: 0.2810 || KD Loss: 0.1413|| 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: 1 day, 4:18:28 || Estimated Time: 4 days, 14:02:54
2023-07-28 18:01:53,836 semantic_segmentation INFO: Iters: 30700/150000 || Lr: 0.016275 || Task Loss: 0.2050 || KD Loss: 0.0631|| 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, 4:19:00 || Estimated Time: 4 days, 14:02:16
2023-07-28 18:02:25,850 semantic_segmentation INFO: Iters: 30710/150000 || Lr: 0.016274 || Task Loss: 0.2092 || KD Loss: 0.0593|| 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, 4:19:32 || Estimated Time: 4 days, 14:01:38
2023-07-28 18:02:57,912 semantic_segmentation INFO: Iters: 30720/150000 || Lr: 0.016273 || Task Loss: 0.2192 || KD Loss: 0.0784|| 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: 1 day, 4:20:04 || Estimated Time: 4 days, 14:01:01
2023-07-28 18:03:29,957 semantic_segmentation INFO: Iters: 30730/150000 || Lr: 0.016272 || Task Loss: 0.2482 || KD Loss: 0.0818|| 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: 1 day, 4:20:36 || Estimated Time: 4 days, 14:00:23
2023-07-28 18:04:01,943 semantic_segmentation INFO: Iters: 30740/150000 || Lr: 0.016270 || Task Loss: 0.2011 || KD Loss: 0.0590|| 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, 4:21:08 || Estimated Time: 4 days, 13:59:45
2023-07-28 18:04:33,946 semantic_segmentation INFO: Iters: 30750/150000 || Lr: 0.016269 || Task Loss: 0.2249 || KD Loss: 0.0700|| 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, 4:21:40 || Estimated Time: 4 days, 13:59:07
2023-07-28 18:05:06,051 semantic_segmentation INFO: Iters: 30760/150000 || Lr: 0.016268 || Task Loss: 0.2791 || KD Loss: 0.0771|| 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, 4:22:12 || Estimated Time: 4 days, 13:58:30
2023-07-28 18:05:38,057 semantic_segmentation INFO: Iters: 30770/150000 || Lr: 0.016267 || Task Loss: 0.2415 || KD Loss: 0.0635|| 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, 4:22:44 || Estimated Time: 4 days, 13:57:52
2023-07-28 18:06:10,099 semantic_segmentation INFO: Iters: 30780/150000 || Lr: 0.016265 || Task Loss: 0.2698 || KD Loss: 0.1054|| 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, 4:23:16 || Estimated Time: 4 days, 13:57:14
2023-07-28 18:06:42,124 semantic_segmentation INFO: Iters: 30790/150000 || Lr: 0.016264 || Task Loss: 0.2919 || KD Loss: 0.0949|| 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, 4:23:48 || Estimated Time: 4 days, 13:56:36
2023-07-28 18:07:14,162 semantic_segmentation INFO: Iters: 30800/150000 || Lr: 0.016263 || Task Loss: 0.2216 || KD Loss: 0.0610|| 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, 4:24:21 || Estimated Time: 4 days, 13:55:59
2023-07-28 18:07:46,151 semantic_segmentation INFO: Iters: 30810/150000 || Lr: 0.016262 || Task Loss: 0.2079 || KD Loss: 0.0482|| 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, 4:24:53 || Estimated Time: 4 days, 13:55:21
2023-07-28 18:08:18,163 semantic_segmentation INFO: Iters: 30820/150000 || Lr: 0.016261 || Task Loss: 0.2900 || KD Loss: 0.0859|| 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, 4:25:25 || Estimated Time: 4 days, 13:54:43
2023-07-28 18:08:50,241 semantic_segmentation INFO: Iters: 30830/150000 || Lr: 0.016259 || Task Loss: 0.2579 || KD Loss: 0.0895|| 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, 4:25:57 || Estimated Time: 4 days, 13:54:05
2023-07-28 18:09:22,209 semantic_segmentation INFO: Iters: 30840/150000 || Lr: 0.016258 || Task Loss: 0.2148 || KD Loss: 0.0559|| 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, 4:26:29 || Estimated Time: 4 days, 13:53:27
2023-07-28 18:09:54,250 semantic_segmentation INFO: Iters: 30850/150000 || Lr: 0.016257 || Task Loss: 0.3153 || KD Loss: 0.1268|| 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, 4:27:01 || Estimated Time: 4 days, 13:52:50
2023-07-28 18:10:26,335 semantic_segmentation INFO: Iters: 30860/150000 || Lr: 0.016256 || Task Loss: 0.2675 || KD Loss: 0.0962|| 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: 1 day, 4:27:33 || Estimated Time: 4 days, 13:52:12
2023-07-28 18:10:58,256 semantic_segmentation INFO: Iters: 30870/150000 || Lr: 0.016254 || Task Loss: 0.2838 || KD Loss: 0.0861|| 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, 4:28:05 || Estimated Time: 4 days, 13:51:34
2023-07-28 18:11:30,289 semantic_segmentation INFO: Iters: 30880/150000 || Lr: 0.016253 || Task Loss: 0.2610 || KD Loss: 0.0834|| 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, 4:28:37 || Estimated Time: 4 days, 13:50:56
2023-07-28 18:12:02,253 semantic_segmentation INFO: Iters: 30890/150000 || Lr: 0.016252 || Task Loss: 0.2967 || KD Loss: 0.1548|| 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, 4:29:09 || Estimated Time: 4 days, 13:50:18
2023-07-28 18:12:34,327 semantic_segmentation INFO: Iters: 30900/150000 || Lr: 0.016251 || Task Loss: 0.2916 || KD Loss: 0.0778|| 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: 1 day, 4:29:41 || Estimated Time: 4 days, 13:49:41
2023-07-28 18:13:06,342 semantic_segmentation INFO: Iters: 30910/150000 || Lr: 0.016249 || Task Loss: 0.2752 || KD Loss: 0.0750|| 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, 4:30:13 || Estimated Time: 4 days, 13:49:03
2023-07-28 18:13:38,187 semantic_segmentation INFO: Iters: 30920/150000 || Lr: 0.016248 || Task Loss: 0.2398 || KD Loss: 0.0720|| 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, 4:30:45 || Estimated Time: 4 days, 13:48:25
2023-07-28 18:14:10,128 semantic_segmentation INFO: Iters: 30930/150000 || Lr: 0.016247 || Task Loss: 0.2577 || KD Loss: 0.0839|| 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: 1 day, 4:31:16 || Estimated Time: 4 days, 13:47:47
2023-07-28 18:14:42,086 semantic_segmentation INFO: Iters: 30940/150000 || Lr: 0.016246 || Task Loss: 0.3676 || KD Loss: 0.0873|| 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: 1 day, 4:31:48 || Estimated Time: 4 days, 13:47:09
2023-07-28 18:15:13,930 semantic_segmentation INFO: Iters: 30950/150000 || Lr: 0.016245 || Task Loss: 0.2435 || KD Loss: 0.0658|| 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, 4:32:20 || Estimated Time: 4 days, 13:46:30
2023-07-28 18:15:45,891 semantic_segmentation INFO: Iters: 30960/150000 || Lr: 0.016243 || Task Loss: 0.2064 || KD Loss: 0.0767|| 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, 4:32:52 || Estimated Time: 4 days, 13:45:52
2023-07-28 18:16:17,854 semantic_segmentation INFO: Iters: 30970/150000 || Lr: 0.016242 || Task Loss: 0.3421 || KD Loss: 0.1077|| 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, 4:33:24 || Estimated Time: 4 days, 13:45:14
2023-07-28 18:16:49,768 semantic_segmentation INFO: Iters: 30980/150000 || Lr: 0.016241 || Task Loss: 0.3058 || KD Loss: 0.0789|| 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: 1 day, 4:33:56 || Estimated Time: 4 days, 13:44:36
2023-07-28 18:17:21,804 semantic_segmentation INFO: Iters: 30990/150000 || Lr: 0.016240 || Task Loss: 0.2938 || KD Loss: 0.1113|| 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, 4:34:28 || Estimated Time: 4 days, 13:43:59
2023-07-28 18:17:53,809 semantic_segmentation INFO: Iters: 31000/150000 || Lr: 0.016238 || Task Loss: 0.3924 || KD Loss: 0.1545|| 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, 4:35:00 || Estimated Time: 4 days, 13:43:21
2023-07-28 18:18:25,931 semantic_segmentation INFO: Iters: 31010/150000 || Lr: 0.016237 || Task Loss: 0.3393 || KD Loss: 0.1233|| 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: 1 day, 4:35:32 || Estimated Time: 4 days, 13:42:44
2023-07-28 18:18:57,976 semantic_segmentation INFO: Iters: 31020/150000 || Lr: 0.016236 || Task Loss: 0.2132 || KD Loss: 0.0630|| 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: 1 day, 4:36:04 || Estimated Time: 4 days, 13:42:06
2023-07-28 18:19:29,956 semantic_segmentation INFO: Iters: 31030/150000 || Lr: 0.016235 || Task Loss: 0.2676 || KD Loss: 0.0775|| 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: 1 day, 4:36:36 || Estimated Time: 4 days, 13:41:28
2023-07-28 18:20:01,870 semantic_segmentation INFO: Iters: 31040/150000 || Lr: 0.016233 || Task Loss: 0.2574 || KD Loss: 0.0737|| 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: 1 day, 4:37:08 || Estimated Time: 4 days, 13:40:50
2023-07-28 18:20:33,854 semantic_segmentation INFO: Iters: 31050/150000 || Lr: 0.016232 || Task Loss: 0.2946 || KD Loss: 0.0863|| 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: 1 day, 4:37:40 || Estimated Time: 4 days, 13:40:12
2023-07-28 18:21:05,865 semantic_segmentation INFO: Iters: 31060/150000 || Lr: 0.016231 || Task Loss: 0.1994 || KD Loss: 0.0492|| 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, 4:38:12 || Estimated Time: 4 days, 13:39:35
2023-07-28 18:21:37,901 semantic_segmentation INFO: Iters: 31070/150000 || Lr: 0.016230 || Task Loss: 0.2745 || KD Loss: 0.0709|| 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, 4:38:44 || Estimated Time: 4 days, 13:38:57
2023-07-28 18:22:09,864 semantic_segmentation INFO: Iters: 31080/150000 || Lr: 0.016229 || Task Loss: 0.2347 || KD Loss: 0.0620|| 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: 1 day, 4:39:16 || Estimated Time: 4 days, 13:38:19
2023-07-28 18:22:43,341 semantic_segmentation INFO: Iters: 31090/150000 || Lr: 0.016227 || Task Loss: 0.2902 || KD Loss: 0.1017|| 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, 4:39:50 || Estimated Time: 4 days, 13:37:46
2023-07-28 18:23:16,952 semantic_segmentation INFO: Iters: 31100/150000 || Lr: 0.016226 || Task Loss: 0.2136 || KD Loss: 0.0580|| 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, 4:40:23 || Estimated Time: 4 days, 13:37:16
2023-07-28 18:23:48,892 semantic_segmentation INFO: Iters: 31110/150000 || Lr: 0.016225 || Task Loss: 0.2446 || KD Loss: 0.0697|| 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: 1 day, 4:40:55 || Estimated Time: 4 days, 13:36:37
2023-07-28 18:24:20,858 semantic_segmentation INFO: Iters: 31120/150000 || Lr: 0.016224 || Task Loss: 0.1957 || KD Loss: 0.0659|| 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, 4:41:27 || Estimated Time: 4 days, 13:36:00
2023-07-28 18:24:52,830 semantic_segmentation INFO: Iters: 31130/150000 || Lr: 0.016222 || Task Loss: 0.2300 || KD Loss: 0.0903|| 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: 1 day, 4:41:59 || Estimated Time: 4 days, 13:35:22
2023-07-28 18:25:24,877 semantic_segmentation INFO: Iters: 31140/150000 || Lr: 0.016221 || Task Loss: 0.1881 || KD Loss: 0.0612|| 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, 4:42:31 || Estimated Time: 4 days, 13:34:44
2023-07-28 18:25:56,824 semantic_segmentation INFO: Iters: 31150/150000 || Lr: 0.016220 || Task Loss: 0.2179 || KD Loss: 0.0767|| 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, 4:43:03 || Estimated Time: 4 days, 13:34:06
2023-07-28 18:26:28,850 semantic_segmentation INFO: Iters: 31160/150000 || Lr: 0.016219 || Task Loss: 0.2208 || KD Loss: 0.0606|| 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, 4:43:35 || Estimated Time: 4 days, 13:33:29
2023-07-28 18:27:00,825 semantic_segmentation INFO: Iters: 31170/150000 || Lr: 0.016218 || Task Loss: 0.3281 || KD Loss: 0.1271|| 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, 4:44:07 || Estimated Time: 4 days, 13:32:51
2023-07-28 18:27:32,829 semantic_segmentation INFO: Iters: 31180/150000 || Lr: 0.016216 || Task Loss: 0.3162 || KD Loss: 0.1621|| 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: 1 day, 4:44:39 || Estimated Time: 4 days, 13:32:13
2023-07-28 18:28:04,817 semantic_segmentation INFO: Iters: 31190/150000 || Lr: 0.016215 || Task Loss: 0.2105 || KD Loss: 0.0608|| 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, 4:45:11 || Estimated Time: 4 days, 13:31:35
2023-07-28 18:28:36,804 semantic_segmentation INFO: Iters: 31200/150000 || Lr: 0.016214 || Task Loss: 0.2346 || KD Loss: 0.0597|| 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, 4:45:43 || Estimated Time: 4 days, 13:30:58
2023-07-28 18:28:36,873 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 18:28:37,644 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.966, mIoU: 0.400
2023-07-28 18:28:37,840 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.495
2023-07-28 18:28:37,943 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.493
2023-07-28 18:28:38,049 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.516
2023-07-28 18:28:38,158 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.511
2023-07-28 18:28:38,265 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.517
2023-07-28 18:28:38,374 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.550
2023-07-28 18:28:38,481 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.594
2023-07-28 18:28:38,588 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.614
2023-07-28 18:28:38,696 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.961, mIoU: 0.652
2023-07-28 18:28:38,803 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.961, mIoU: 0.659
2023-07-28 18:28:38,907 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.669
2023-07-28 18:28:39,011 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.957, mIoU: 0.669
2023-07-28 18:28:39,114 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.660
2023-07-28 18:28:39,217 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.661
2023-07-28 18:28:39,323 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.950, mIoU: 0.652
2023-07-28 18:28:39,425 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.949, mIoU: 0.655
2023-07-28 18:28:39,527 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.949, mIoU: 0.657
2023-07-28 18:28:39,630 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.665
2023-07-28 18:28:39,733 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.671
2023-07-28 18:28:39,841 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.672
2023-07-28 18:28:39,944 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-28 18:28:40,049 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.942, mIoU: 0.658
2023-07-28 18:28:40,155 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.942, mIoU: 0.665
2023-07-28 18:28:40,257 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.941, mIoU: 0.676
2023-07-28 18:28:40,362 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.941, mIoU: 0.676
2023-07-28 18:28:40,464 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.941, mIoU: 0.667
2023-07-28 18:28:40,566 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-28 18:28:40,670 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.940, mIoU: 0.670
2023-07-28 18:28:40,772 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.940, mIoU: 0.681
2023-07-28 18:28:40,877 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.941, mIoU: 0.680
2023-07-28 18:28:40,980 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.940, mIoU: 0.677
2023-07-28 18:28:41,084 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.941, mIoU: 0.680
2023-07-28 18:28:41,191 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.941, mIoU: 0.678
2023-07-28 18:28:41,298 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.941, mIoU: 0.680
2023-07-28 18:28:41,410 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.941, mIoU: 0.678
2023-07-28 18:28:41,518 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.941, mIoU: 0.675
2023-07-28 18:28:41,622 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.940, mIoU: 0.675
2023-07-28 18:28:41,730 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.940, mIoU: 0.668
2023-07-28 18:28:41,840 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.940, mIoU: 0.669
2023-07-28 18:28:41,946 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.941, mIoU: 0.670
2023-07-28 18:28:42,053 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.941, mIoU: 0.670
2023-07-28 18:28:42,165 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.670
2023-07-28 18:28:42,272 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.942, mIoU: 0.672
2023-07-28 18:28:42,375 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.671
2023-07-28 18:28:42,479 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-28 18:28:42,581 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-28 18:28:42,684 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.944, mIoU: 0.671
2023-07-28 18:28:42,787 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.944, mIoU: 0.673
2023-07-28 18:28:42,894 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.944, mIoU: 0.674
2023-07-28 18:28:43,000 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.944, mIoU: 0.675
2023-07-28 18:28:43,104 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.681
2023-07-28 18:28:43,214 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.943, mIoU: 0.682
2023-07-28 18:28:43,319 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-28 18:28:43,422 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-28 18:28:43,526 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-28 18:28:43,628 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-28 18:28:43,731 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.691
2023-07-28 18:28:43,837 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-28 18:28:43,938 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-28 18:28:44,041 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-28 18:28:44,146 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.943, mIoU: 0.697
2023-07-28 18:28:44,253 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.693
2023-07-28 18:28:44,359 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-28 18:28:44,462 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.943, mIoU: 0.699
2023-07-28 18:28:44,570 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.699
2023-07-28 18:28:44,681 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.698
2023-07-28 18:28:44,787 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.941, mIoU: 0.699
2023-07-28 18:28:44,894 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.941, mIoU: 0.698
2023-07-28 18:28:45,003 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.942, mIoU: 0.698
2023-07-28 18:28:45,111 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.942, mIoU: 0.698
2023-07-28 18:28:45,220 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.942, mIoU: 0.697
2023-07-28 18:28:45,328 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-28 18:28:45,438 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-28 18:28:45,555 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.942, mIoU: 0.696
2023-07-28 18:28:45,664 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-28 18:28:45,772 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-28 18:28:45,882 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-28 18:28:45,989 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-28 18:28:46,092 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-28 18:28:46,195 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.943, mIoU: 0.698
2023-07-28 18:28:46,301 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.943, mIoU: 0.698
2023-07-28 18:28:46,404 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.943, mIoU: 0.697
2023-07-28 18:28:46,506 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.942, mIoU: 0.694
2023-07-28 18:28:46,610 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.939, mIoU: 0.689
2023-07-28 18:28:46,716 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.939, mIoU: 0.689
2023-07-28 18:28:46,825 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.939, mIoU: 0.689
2023-07-28 18:28:46,937 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.940, mIoU: 0.689
2023-07-28 18:28:47,044 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.940, mIoU: 0.689
2023-07-28 18:28:47,151 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.940, mIoU: 0.688
2023-07-28 18:28:47,263 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.940, mIoU: 0.689
2023-07-28 18:28:47,373 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.939, mIoU: 0.692
2023-07-28 18:28:47,481 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.939, mIoU: 0.691
2023-07-28 18:28:47,587 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.939, mIoU: 0.692
2023-07-28 18:28:47,694 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.940, mIoU: 0.692
2023-07-28 18:28:47,800 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.939, mIoU: 0.692
2023-07-28 18:28:47,908 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.939, mIoU: 0.693
2023-07-28 18:28:48,016 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.940, mIoU: 0.692
2023-07-28 18:28:48,124 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.939, mIoU: 0.691
2023-07-28 18:28:48,232 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.939, mIoU: 0.692
2023-07-28 18:28:48,338 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.938, mIoU: 0.692
2023-07-28 18:28:48,442 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.938, mIoU: 0.691
2023-07-28 18:28:48,545 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.938, mIoU: 0.690
2023-07-28 18:28:48,647 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.938, mIoU: 0.690
2023-07-28 18:28:48,750 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.938, mIoU: 0.690
2023-07-28 18:28:48,854 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.938, mIoU: 0.690
2023-07-28 18:28:48,956 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.938, mIoU: 0.690
2023-07-28 18:28:49,058 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.939, mIoU: 0.691
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2023-07-28 18:29:09,959 semantic_segmentation INFO: Sample: 304, Validation pixAcc: 0.940, mIoU: 0.688
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2023-07-28 18:29:10,725 semantic_segmentation INFO: Sample: 311, Validation pixAcc: 0.940, mIoU: 0.686
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2023-07-28 18:29:10,941 semantic_segmentation INFO: Sample: 313, Validation pixAcc: 0.939, mIoU: 0.687
2023-07-28 18:29:11,049 semantic_segmentation INFO: Sample: 314, Validation pixAcc: 0.939, mIoU: 0.687
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2023-07-28 18:29:11,683 semantic_segmentation INFO: Sample: 320, Validation pixAcc: 0.938, mIoU: 0.685
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2023-07-28 18:29:11,894 semantic_segmentation INFO: Sample: 322, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-28 18:29:11,996 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-28 18:29:12,099 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.938, mIoU: 0.685
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2023-07-28 18:29:13,743 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.939, mIoU: 0.687
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2023-07-28 18:29:14,064 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.940, mIoU: 0.687
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2023-07-28 18:29:14,608 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.940, mIoU: 0.688
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2023-07-28 18:29:14,942 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.940, mIoU: 0.688
2023-07-28 18:29:15,053 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.940, mIoU: 0.688
2023-07-28 18:29:15,161 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.940, mIoU: 0.688
2023-07-28 18:29:15,268 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.940, mIoU: 0.688
2023-07-28 18:29:15,375 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.940, mIoU: 0.688
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2023-07-28 18:29:15,583 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.941, mIoU: 0.688
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2023-07-28 18:29:16,011 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.941, mIoU: 0.689
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2023-07-28 18:29:16,561 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.941, mIoU: 0.690
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2023-07-28 18:29:17,317 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.942, mIoU: 0.691
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2023-07-28 18:29:20,798 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.944, mIoU: 0.694
2023-07-28 18:29:20,903 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-28 18:29:21,008 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.944, mIoU: 0.695
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2023-07-28 18:29:21,322 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-28 18:29:21,427 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-28 18:29:21,531 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 18:29:21,636 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.944, mIoU: 0.696
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2023-07-28 18:29:25,824 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.946, mIoU: 0.699
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2023-07-28 18:29:30,939 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-28 18:29:31,041 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.702
2023-07-28 18:30:03,497 semantic_segmentation INFO: Iters: 31210/150000 || Lr: 0.016213 || Task Loss: 0.2209 || KD Loss: 0.0650|| 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, 4:47:10 || Estimated Time: 4 days, 13:33:48
2023-07-28 18:30:35,435 semantic_segmentation INFO: Iters: 31220/150000 || Lr: 0.016211 || Task Loss: 0.2502 || KD Loss: 0.0520|| 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: 1 day, 4:47:42 || Estimated Time: 4 days, 13:33:10
2023-07-28 18:31:07,279 semantic_segmentation INFO: Iters: 31230/150000 || Lr: 0.016210 || Task Loss: 0.2245 || KD Loss: 0.0660|| 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, 4:48:14 || Estimated Time: 4 days, 13:32:32
2023-07-28 18:31:39,114 semantic_segmentation INFO: Iters: 31240/150000 || Lr: 0.016209 || Task Loss: 0.1884 || KD Loss: 0.0594|| 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, 4:48:45 || Estimated Time: 4 days, 13:31:53
2023-07-28 18:32:10,928 semantic_segmentation INFO: Iters: 31250/150000 || Lr: 0.016208 || Task Loss: 0.2335 || KD Loss: 0.0928|| 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, 4:49:17 || Estimated Time: 4 days, 13:31:15
2023-07-28 18:32:42,791 semantic_segmentation INFO: Iters: 31260/150000 || Lr: 0.016206 || Task Loss: 0.1927 || KD Loss: 0.0897|| 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, 4:49:49 || Estimated Time: 4 days, 13:30:37
2023-07-28 18:33:14,684 semantic_segmentation INFO: Iters: 31270/150000 || Lr: 0.016205 || Task Loss: 0.1793 || KD Loss: 0.0504|| 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, 4:50:21 || Estimated Time: 4 days, 13:29:58
2023-07-28 18:33:46,572 semantic_segmentation INFO: Iters: 31280/150000 || Lr: 0.016204 || Task Loss: 0.2315 || KD Loss: 0.0683|| 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, 4:50:53 || Estimated Time: 4 days, 13:29:20
2023-07-28 18:34:18,485 semantic_segmentation INFO: Iters: 31290/150000 || Lr: 0.016203 || Task Loss: 0.1867 || KD Loss: 0.0498|| 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, 4:51:25 || Estimated Time: 4 days, 13:28:42
2023-07-28 18:34:50,357 semantic_segmentation INFO: Iters: 31300/150000 || Lr: 0.016202 || Task Loss: 0.2397 || KD Loss: 0.0633|| 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, 4:51:57 || Estimated Time: 4 days, 13:28:04
2023-07-28 18:35:22,176 semantic_segmentation INFO: Iters: 31310/150000 || Lr: 0.016200 || Task Loss: 0.1574 || KD Loss: 0.0478|| 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: 1 day, 4:52:29 || Estimated Time: 4 days, 13:27:25
2023-07-28 18:35:54,038 semantic_segmentation INFO: Iters: 31320/150000 || Lr: 0.016199 || Task Loss: 0.3220 || KD Loss: 0.0882|| 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: 1 day, 4:53:00 || Estimated Time: 4 days, 13:26:47
2023-07-28 18:36:26,012 semantic_segmentation INFO: Iters: 31330/150000 || Lr: 0.016198 || Task Loss: 0.1847 || KD Loss: 0.0534|| 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, 4:53:32 || Estimated Time: 4 days, 13:26:09
2023-07-28 18:36:57,908 semantic_segmentation INFO: Iters: 31340/150000 || Lr: 0.016197 || Task Loss: 0.2708 || KD Loss: 0.0854|| 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, 4:54:04 || Estimated Time: 4 days, 13:25:31
2023-07-28 18:37:29,750 semantic_segmentation INFO: Iters: 31350/150000 || Lr: 0.016195 || Task Loss: 0.2381 || KD Loss: 0.0801|| 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, 4:54:36 || Estimated Time: 4 days, 13:24:53
2023-07-28 18:38:01,724 semantic_segmentation INFO: Iters: 31360/150000 || Lr: 0.016194 || Task Loss: 0.2968 || KD Loss: 0.0826|| 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, 4:55:08 || Estimated Time: 4 days, 13:24:15
2023-07-28 18:38:33,556 semantic_segmentation INFO: Iters: 31370/150000 || Lr: 0.016193 || Task Loss: 0.3043 || KD Loss: 0.1221|| 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, 4:55:40 || Estimated Time: 4 days, 13:23:37
2023-07-28 18:39:05,451 semantic_segmentation INFO: Iters: 31380/150000 || Lr: 0.016192 || Task Loss: 0.1943 || KD Loss: 0.0686|| 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, 4:56:12 || Estimated Time: 4 days, 13:22:59
2023-07-28 18:39:37,365 semantic_segmentation INFO: Iters: 31390/150000 || Lr: 0.016191 || Task Loss: 0.2311 || KD Loss: 0.0524|| 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, 4:56:44 || Estimated Time: 4 days, 13:22:21
2023-07-28 18:40:09,284 semantic_segmentation INFO: Iters: 31400/150000 || Lr: 0.016189 || Task Loss: 0.2371 || KD Loss: 0.0646|| 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: 1 day, 4:57:16 || Estimated Time: 4 days, 13:21:42
2023-07-28 18:40:41,235 semantic_segmentation INFO: Iters: 31410/150000 || Lr: 0.016188 || Task Loss: 0.2113 || KD Loss: 0.0803|| 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, 4:57:48 || Estimated Time: 4 days, 13:21:05
2023-07-28 18:41:13,171 semantic_segmentation INFO: Iters: 31420/150000 || Lr: 0.016187 || Task Loss: 0.4042 || KD Loss: 0.2519|| 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: 1 day, 4:58:20 || Estimated Time: 4 days, 13:20:27
2023-07-28 18:41:45,232 semantic_segmentation INFO: Iters: 31430/150000 || Lr: 0.016186 || Task Loss: 0.2748 || KD Loss: 0.0803|| 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: 1 day, 4:58:52 || Estimated Time: 4 days, 13:19:49
2023-07-28 18:42:17,110 semantic_segmentation INFO: Iters: 31440/150000 || Lr: 0.016184 || Task Loss: 0.2851 || KD Loss: 0.0848|| 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, 4:59:23 || Estimated Time: 4 days, 13:19:11
2023-07-28 18:42:49,168 semantic_segmentation INFO: Iters: 31450/150000 || Lr: 0.016183 || Task Loss: 0.1725 || KD Loss: 0.0502|| 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, 4:59:56 || Estimated Time: 4 days, 13:18:34
2023-07-28 18:43:21,103 semantic_segmentation INFO: Iters: 31460/150000 || Lr: 0.016182 || Task Loss: 0.2145 || KD Loss: 0.0778|| 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, 5:00:27 || Estimated Time: 4 days, 13:17:56
2023-07-28 18:43:53,093 semantic_segmentation INFO: Iters: 31470/150000 || Lr: 0.016181 || Task Loss: 0.2559 || KD Loss: 0.0682|| 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: 1 day, 5:00:59 || Estimated Time: 4 days, 13:17:18
2023-07-28 18:44:25,025 semantic_segmentation INFO: Iters: 31480/150000 || Lr: 0.016179 || Task Loss: 0.2800 || KD Loss: 0.0811|| 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: 1 day, 5:01:31 || Estimated Time: 4 days, 13:16:40
2023-07-28 18:44:56,998 semantic_segmentation INFO: Iters: 31490/150000 || Lr: 0.016178 || Task Loss: 0.1869 || KD Loss: 0.0787|| 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, 5:02:03 || Estimated Time: 4 days, 13:16:02
2023-07-28 18:45:31,435 semantic_segmentation INFO: Iters: 31500/150000 || Lr: 0.016177 || Task Loss: 0.2965 || KD Loss: 0.1273|| 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, 5:02:38 || Estimated Time: 4 days, 13:15:33
2023-07-28 18:46:03,924 semantic_segmentation INFO: Iters: 31510/150000 || Lr: 0.016176 || Task Loss: 0.2055 || KD Loss: 0.0497|| 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, 5:03:10 || Estimated Time: 4 days, 13:14:58
2023-07-28 18:46:35,822 semantic_segmentation INFO: Iters: 31520/150000 || Lr: 0.016175 || Task Loss: 0.2241 || KD Loss: 0.0640|| 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, 5:03:42 || Estimated Time: 4 days, 13:14:20
2023-07-28 18:47:07,710 semantic_segmentation INFO: Iters: 31530/150000 || Lr: 0.016173 || Task Loss: 0.2361 || KD Loss: 0.0621|| 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, 5:04:14 || Estimated Time: 4 days, 13:13:42
2023-07-28 18:47:39,626 semantic_segmentation INFO: Iters: 31540/150000 || Lr: 0.016172 || Task Loss: 0.3769 || KD Loss: 0.1290|| 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, 5:04:46 || Estimated Time: 4 days, 13:13:04
2023-07-28 18:48:11,569 semantic_segmentation INFO: Iters: 31550/150000 || Lr: 0.016171 || Task Loss: 0.2985 || KD Loss: 0.0903|| 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, 5:05:18 || Estimated Time: 4 days, 13:12:26
2023-07-28 18:48:43,768 semantic_segmentation INFO: Iters: 31560/150000 || Lr: 0.016170 || Task Loss: 0.4069 || KD Loss: 0.1324|| 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: 1 day, 5:05:50 || Estimated Time: 4 days, 13:11:49
2023-07-28 18:49:15,685 semantic_segmentation INFO: Iters: 31570/150000 || Lr: 0.016168 || Task Loss: 0.2176 || KD Loss: 0.0696|| 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: 1 day, 5:06:22 || Estimated Time: 4 days, 13:11:11
2023-07-28 18:49:47,573 semantic_segmentation INFO: Iters: 31580/150000 || Lr: 0.016167 || Task Loss: 0.3121 || KD Loss: 0.1216|| 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, 5:06:54 || Estimated Time: 4 days, 13:10:33
2023-07-28 18:50:19,451 semantic_segmentation INFO: Iters: 31590/150000 || Lr: 0.016166 || Task Loss: 0.2863 || KD Loss: 0.0934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1315|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:07:26 || Estimated Time: 4 days, 13:09:55
2023-07-28 18:50:51,365 semantic_segmentation INFO: Iters: 31600/150000 || Lr: 0.016165 || Task Loss: 0.2806 || KD Loss: 0.0779|| 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: 1 day, 5:07:58 || Estimated Time: 4 days, 13:09:17
2023-07-28 18:51:23,367 semantic_segmentation INFO: Iters: 31610/150000 || Lr: 0.016163 || Task Loss: 0.2203 || KD Loss: 0.0789|| 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, 5:08:30 || Estimated Time: 4 days, 13:08:39
2023-07-28 18:51:55,358 semantic_segmentation INFO: Iters: 31620/150000 || Lr: 0.016162 || Task Loss: 0.2514 || KD Loss: 0.0783|| 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, 5:09:02 || Estimated Time: 4 days, 13:08:01
2023-07-28 18:52:27,344 semantic_segmentation INFO: Iters: 31630/150000 || Lr: 0.016161 || Task Loss: 0.1448 || KD Loss: 0.0442|| 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, 5:09:34 || Estimated Time: 4 days, 13:07:24
2023-07-28 18:52:59,273 semantic_segmentation INFO: Iters: 31640/150000 || Lr: 0.016160 || Task Loss: 0.4148 || KD Loss: 0.1305|| 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: 1 day, 5:10:06 || Estimated Time: 4 days, 13:06:46
2023-07-28 18:53:31,205 semantic_segmentation INFO: Iters: 31650/150000 || Lr: 0.016159 || Task Loss: 0.3844 || KD Loss: 0.1157|| 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, 5:10:38 || Estimated Time: 4 days, 13:06:08
2023-07-28 18:54:03,117 semantic_segmentation INFO: Iters: 31660/150000 || Lr: 0.016157 || Task Loss: 0.1361 || KD Loss: 0.0480|| 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, 5:11:09 || Estimated Time: 4 days, 13:05:30
2023-07-28 18:54:35,075 semantic_segmentation INFO: Iters: 31670/150000 || Lr: 0.016156 || Task Loss: 0.2130 || KD Loss: 0.0537|| 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: 1 day, 5:11:41 || Estimated Time: 4 days, 13:04:52
2023-07-28 18:55:06,942 semantic_segmentation INFO: Iters: 31680/150000 || Lr: 0.016155 || Task Loss: 0.2314 || KD Loss: 0.0845|| 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, 5:12:13 || Estimated Time: 4 days, 13:04:14
2023-07-28 18:55:38,694 semantic_segmentation INFO: Iters: 31690/150000 || Lr: 0.016154 || Task Loss: 0.2753 || KD Loss: 0.0918|| 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, 5:12:45 || Estimated Time: 4 days, 13:03:36
2023-07-28 18:56:10,691 semantic_segmentation INFO: Iters: 31700/150000 || Lr: 0.016152 || Task Loss: 0.2265 || KD Loss: 0.0801|| 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, 5:13:17 || Estimated Time: 4 days, 13:02:58
2023-07-28 18:56:42,534 semantic_segmentation INFO: Iters: 31710/150000 || Lr: 0.016151 || Task Loss: 0.2749 || KD Loss: 0.1102|| 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, 5:13:49 || Estimated Time: 4 days, 13:02:20
2023-07-28 18:57:14,470 semantic_segmentation INFO: Iters: 31720/150000 || Lr: 0.016150 || Task Loss: 0.1724 || KD Loss: 0.0485|| 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, 5:14:21 || Estimated Time: 4 days, 13:01:42
2023-07-28 18:57:46,398 semantic_segmentation INFO: Iters: 31730/150000 || Lr: 0.016149 || Task Loss: 0.1942 || KD Loss: 0.0892|| 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, 5:14:53 || Estimated Time: 4 days, 13:01:04
2023-07-28 18:58:18,345 semantic_segmentation INFO: Iters: 31740/150000 || Lr: 0.016147 || Task Loss: 0.1830 || KD Loss: 0.0665|| 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, 5:15:25 || Estimated Time: 4 days, 13:00:26
2023-07-28 18:58:50,280 semantic_segmentation INFO: Iters: 31750/150000 || Lr: 0.016146 || Task Loss: 0.2649 || KD Loss: 0.0713|| 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: 1 day, 5:15:57 || Estimated Time: 4 days, 12:59:48
2023-07-28 18:59:22,249 semantic_segmentation INFO: Iters: 31760/150000 || Lr: 0.016145 || Task Loss: 0.2643 || KD Loss: 0.0706|| 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: 1 day, 5:16:29 || Estimated Time: 4 days, 12:59:11
2023-07-28 18:59:54,154 semantic_segmentation INFO: Iters: 31770/150000 || Lr: 0.016144 || Task Loss: 0.3413 || KD Loss: 0.1488|| 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, 5:17:01 || Estimated Time: 4 days, 12:58:33
2023-07-28 19:00:26,147 semantic_segmentation INFO: Iters: 31780/150000 || Lr: 0.016143 || Task Loss: 0.2958 || KD Loss: 0.0684|| 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, 5:17:33 || Estimated Time: 4 days, 12:57:55
2023-07-28 19:00:58,161 semantic_segmentation INFO: Iters: 31790/150000 || Lr: 0.016141 || Task Loss: 0.2361 || KD Loss: 0.0700|| 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, 5:18:05 || Estimated Time: 4 days, 12:57:18
2023-07-28 19:01:30,143 semantic_segmentation INFO: Iters: 31800/150000 || Lr: 0.016140 || Task Loss: 0.2552 || KD Loss: 0.0799|| 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, 5:18:36 || Estimated Time: 4 days, 12:56:40
2023-07-28 19:02:02,072 semantic_segmentation INFO: Iters: 31810/150000 || Lr: 0.016139 || Task Loss: 0.1676 || KD Loss: 0.0544|| 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: 1 day, 5:19:08 || Estimated Time: 4 days, 12:56:02
2023-07-28 19:02:33,994 semantic_segmentation INFO: Iters: 31820/150000 || Lr: 0.016138 || Task Loss: 0.2968 || KD Loss: 0.1173|| 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: 1 day, 5:19:40 || Estimated Time: 4 days, 12:55:24
2023-07-28 19:03:05,990 semantic_segmentation INFO: Iters: 31830/150000 || Lr: 0.016136 || Task Loss: 0.2307 || KD Loss: 0.0611|| 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: 1 day, 5:20:12 || Estimated Time: 4 days, 12:54:47
2023-07-28 19:03:37,923 semantic_segmentation INFO: Iters: 31840/150000 || Lr: 0.016135 || Task Loss: 0.2084 || KD Loss: 0.0566|| 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, 5:20:44 || Estimated Time: 4 days, 12:54:09
2023-07-28 19:04:09,885 semantic_segmentation INFO: Iters: 31850/150000 || Lr: 0.016134 || Task Loss: 0.1777 || KD Loss: 0.0515|| 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, 5:21:16 || Estimated Time: 4 days, 12:53:31
2023-07-28 19:04:41,964 semantic_segmentation INFO: Iters: 31860/150000 || Lr: 0.016133 || Task Loss: 0.2752 || KD Loss: 0.0987|| 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, 5:21:48 || Estimated Time: 4 days, 12:52:54
2023-07-28 19:05:13,970 semantic_segmentation INFO: Iters: 31870/150000 || Lr: 0.016132 || Task Loss: 0.1957 || KD Loss: 0.0532|| 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, 5:22:20 || Estimated Time: 4 days, 12:52:16
2023-07-28 19:05:45,942 semantic_segmentation INFO: Iters: 31880/150000 || Lr: 0.016130 || Task Loss: 0.2188 || KD Loss: 0.0511|| 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, 5:22:52 || Estimated Time: 4 days, 12:51:39
2023-07-28 19:06:17,894 semantic_segmentation INFO: Iters: 31890/150000 || Lr: 0.016129 || Task Loss: 0.2613 || KD Loss: 0.0571|| 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, 5:23:24 || Estimated Time: 4 days, 12:51:01
2023-07-28 19:06:49,816 semantic_segmentation INFO: Iters: 31900/150000 || Lr: 0.016128 || Task Loss: 0.2347 || KD Loss: 0.0749|| 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: 1 day, 5:23:56 || Estimated Time: 4 days, 12:50:23
2023-07-28 19:07:21,860 semantic_segmentation INFO: Iters: 31910/150000 || Lr: 0.016127 || Task Loss: 0.2119 || KD Loss: 0.0754|| 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, 5:24:28 || Estimated Time: 4 days, 12:49:46
2023-07-28 19:07:53,841 semantic_segmentation INFO: Iters: 31920/150000 || Lr: 0.016125 || Task Loss: 0.2161 || KD Loss: 0.0589|| 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, 5:25:00 || Estimated Time: 4 days, 12:49:08
2023-07-28 19:08:28,946 semantic_segmentation INFO: Iters: 31930/150000 || Lr: 0.016124 || Task Loss: 0.2388 || KD Loss: 0.0559|| 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, 5:25:35 || Estimated Time: 4 days, 12:48:42
2023-07-28 19:09:00,968 semantic_segmentation INFO: Iters: 31940/150000 || Lr: 0.016123 || Task Loss: 0.3246 || KD Loss: 0.0950|| 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, 5:26:07 || Estimated Time: 4 days, 12:48:05
2023-07-28 19:09:32,856 semantic_segmentation INFO: Iters: 31950/150000 || Lr: 0.016122 || Task Loss: 0.1939 || KD Loss: 0.0474|| 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: 1 day, 5:26:39 || Estimated Time: 4 days, 12:47:27
2023-07-28 19:10:04,786 semantic_segmentation INFO: Iters: 31960/150000 || Lr: 0.016120 || Task Loss: 0.2505 || KD Loss: 0.0795|| 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: 1 day, 5:27:11 || Estimated Time: 4 days, 12:46:49
2023-07-28 19:10:36,752 semantic_segmentation INFO: Iters: 31970/150000 || Lr: 0.016119 || Task Loss: 0.2119 || KD Loss: 0.0693|| 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, 5:27:43 || Estimated Time: 4 days, 12:46:11
2023-07-28 19:11:08,694 semantic_segmentation INFO: Iters: 31980/150000 || Lr: 0.016118 || Task Loss: 0.2449 || KD Loss: 0.0890|| 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, 5:28:15 || Estimated Time: 4 days, 12:45:34
2023-07-28 19:11:40,603 semantic_segmentation INFO: Iters: 31990/150000 || Lr: 0.016117 || Task Loss: 0.3474 || KD Loss: 0.1047|| 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, 5:28:47 || Estimated Time: 4 days, 12:44:56
2023-07-28 19:12:12,599 semantic_segmentation INFO: Iters: 32000/150000 || Lr: 0.016116 || Task Loss: 0.2102 || KD Loss: 0.0653|| 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, 5:29:19 || Estimated Time: 4 days, 12:44:18
2023-07-28 19:12:12,673 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 19:12:13,664 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.966, mIoU: 0.397
2023-07-28 19:12:13,801 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.971, mIoU: 0.486
2023-07-28 19:12:13,909 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.498
2023-07-28 19:12:14,012 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.516
2023-07-28 19:12:14,117 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.509
2023-07-28 19:12:14,219 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.517
2023-07-28 19:12:14,324 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.523
2023-07-28 19:12:14,428 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.566
2023-07-28 19:12:14,532 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.574
2023-07-28 19:12:14,635 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.612
2023-07-28 19:12:14,737 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.961, mIoU: 0.621
2023-07-28 19:12:14,841 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.640
2023-07-28 19:12:14,943 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.621
2023-07-28 19:12:15,045 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.621
2023-07-28 19:12:15,149 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.627
2023-07-28 19:12:15,253 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.950, mIoU: 0.620
2023-07-28 19:12:15,357 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.949, mIoU: 0.620
2023-07-28 19:12:15,461 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.949, mIoU: 0.621
2023-07-28 19:12:15,566 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.625
2023-07-28 19:12:15,669 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.632
2023-07-28 19:12:15,774 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.635
2023-07-28 19:12:15,876 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.942, mIoU: 0.622
2023-07-28 19:12:15,980 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.942, mIoU: 0.623
2023-07-28 19:12:16,082 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.942, mIoU: 0.632
2023-07-28 19:12:16,186 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.941, mIoU: 0.645
2023-07-28 19:12:16,290 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.941, mIoU: 0.646
2023-07-28 19:12:16,393 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.941, mIoU: 0.639
2023-07-28 19:12:16,496 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.940, mIoU: 0.636
2023-07-28 19:12:16,601 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.940, mIoU: 0.646
2023-07-28 19:12:16,706 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.649
2023-07-28 19:12:16,817 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.939, mIoU: 0.648
2023-07-28 19:12:16,927 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.645
2023-07-28 19:12:17,033 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.940, mIoU: 0.647
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2023-07-28 19:12:17,248 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.939, mIoU: 0.644
2023-07-28 19:12:17,356 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.939, mIoU: 0.644
2023-07-28 19:12:17,462 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.940, mIoU: 0.642
2023-07-28 19:12:17,568 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.641
2023-07-28 19:12:17,677 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.634
2023-07-28 19:12:17,788 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.636
2023-07-28 19:12:17,897 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.939, mIoU: 0.639
2023-07-28 19:12:18,004 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.940, mIoU: 0.638
2023-07-28 19:12:18,114 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.940, mIoU: 0.640
2023-07-28 19:12:18,222 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.941, mIoU: 0.642
2023-07-28 19:12:18,327 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.941, mIoU: 0.640
2023-07-28 19:12:18,430 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.941, mIoU: 0.638
2023-07-28 19:12:18,532 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.942, mIoU: 0.639
2023-07-28 19:12:18,637 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.942, mIoU: 0.638
2023-07-28 19:12:18,739 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.942, mIoU: 0.641
2023-07-28 19:12:18,844 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.942, mIoU: 0.643
2023-07-28 19:12:18,947 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.942, mIoU: 0.645
2023-07-28 19:12:19,050 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.942, mIoU: 0.650
2023-07-28 19:12:19,155 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.941, mIoU: 0.650
2023-07-28 19:12:19,260 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.941, mIoU: 0.653
2023-07-28 19:12:19,363 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.940, mIoU: 0.651
2023-07-28 19:12:19,469 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.940, mIoU: 0.651
2023-07-28 19:12:19,576 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.940, mIoU: 0.652
2023-07-28 19:12:19,686 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.941, mIoU: 0.659
2023-07-28 19:12:19,802 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.941, mIoU: 0.662
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2023-07-28 19:12:20,011 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.940, mIoU: 0.664
2023-07-28 19:12:20,122 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.941, mIoU: 0.666
2023-07-28 19:12:20,233 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.940, mIoU: 0.665
2023-07-28 19:12:20,343 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.940, mIoU: 0.667
2023-07-28 19:12:20,451 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.940, mIoU: 0.669
2023-07-28 19:12:20,559 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.940, mIoU: 0.668
2023-07-28 19:12:20,666 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-28 19:12:20,771 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.938, mIoU: 0.667
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2023-07-28 19:12:20,981 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.938, mIoU: 0.667
2023-07-28 19:12:21,083 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.939, mIoU: 0.667
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2023-07-28 19:12:21,916 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.666
2023-07-28 19:12:22,020 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.940, mIoU: 0.667
2023-07-28 19:12:22,124 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.940, mIoU: 0.668
2023-07-28 19:12:22,227 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.940, mIoU: 0.669
2023-07-28 19:12:22,332 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.940, mIoU: 0.668
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2023-07-28 19:12:22,547 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.936, mIoU: 0.663
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2023-07-28 19:12:22,879 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.663
2023-07-28 19:12:22,987 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.937, mIoU: 0.663
2023-07-28 19:12:23,098 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.663
2023-07-28 19:12:23,207 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.937, mIoU: 0.664
2023-07-28 19:12:23,316 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.936, mIoU: 0.660
2023-07-28 19:12:23,423 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-28 19:12:23,533 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.936, mIoU: 0.660
2023-07-28 19:12:23,640 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.937, mIoU: 0.660
2023-07-28 19:12:23,746 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.937, mIoU: 0.660
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2023-07-28 19:12:24,062 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.936, mIoU: 0.658
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2023-07-28 19:12:24,269 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.935, mIoU: 0.659
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2023-07-28 19:12:25,002 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.936, mIoU: 0.656
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2023-07-28 19:12:25,982 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.935, mIoU: 0.660
2023-07-28 19:12:26,089 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.935, mIoU: 0.662
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2023-07-28 19:12:26,405 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.936, mIoU: 0.663
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2023-07-28 19:12:26,821 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.936, mIoU: 0.667
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2023-07-28 19:12:27,027 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.935, mIoU: 0.668
2023-07-28 19:12:27,134 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.935, mIoU: 0.669
2023-07-28 19:12:27,236 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.935, mIoU: 0.668
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2023-07-28 19:12:27,860 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.936, mIoU: 0.664
2023-07-28 19:12:27,968 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.937, mIoU: 0.664
2023-07-28 19:12:28,071 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.937, mIoU: 0.664
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2023-07-28 19:12:29,029 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.936, mIoU: 0.666
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2023-07-28 19:12:31,043 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.936, mIoU: 0.665
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2023-07-28 19:12:31,252 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.937, mIoU: 0.665
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2023-07-28 19:12:32,011 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.938, mIoU: 0.665
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2023-07-28 19:12:58,173 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-28 19:12:58,279 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-28 19:12:58,385 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-28 19:12:58,490 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-28 19:12:58,595 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-28 19:12:58,700 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-28 19:12:58,809 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-28 19:12:58,920 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-28 19:12:59,027 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-28 19:12:59,134 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-28 19:12:59,248 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-28 19:12:59,363 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-28 19:12:59,477 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-28 19:12:59,587 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-28 19:12:59,696 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-28 19:12:59,802 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-28 19:12:59,906 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-28 19:13:00,011 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-28 19:13:00,115 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-28 19:13:00,221 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-28 19:13:00,326 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-28 19:13:00,434 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-28 19:13:00,546 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-28 19:13:00,660 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-28 19:13:00,770 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-28 19:13:00,880 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-28 19:13:00,989 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-28 19:13:01,099 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-28 19:13:01,210 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-28 19:13:01,321 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-28 19:13:01,432 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-28 19:13:01,541 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-28 19:13:01,650 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-28 19:13:01,756 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-28 19:13:01,864 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-28 19:13:01,970 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-28 19:13:02,080 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-28 19:13:02,191 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.945, mIoU: 0.667
2023-07-28 19:13:02,301 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.945, mIoU: 0.667
2023-07-28 19:13:02,410 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.945, mIoU: 0.668
2023-07-28 19:13:02,523 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.945, mIoU: 0.668
2023-07-28 19:13:02,633 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.945, mIoU: 0.668
2023-07-28 19:13:02,736 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.945, mIoU: 0.668
2023-07-28 19:13:02,845 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.945, mIoU: 0.668
2023-07-28 19:13:02,955 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.945, mIoU: 0.668
2023-07-28 19:13:03,063 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.945, mIoU: 0.668
2023-07-28 19:13:03,170 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.945, mIoU: 0.669
2023-07-28 19:13:03,274 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.945, mIoU: 0.669
2023-07-28 19:13:03,380 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.945, mIoU: 0.669
2023-07-28 19:13:03,483 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.945, mIoU: 0.669
2023-07-28 19:13:03,587 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.945, mIoU: 0.668
2023-07-28 19:13:03,691 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.945, mIoU: 0.668
2023-07-28 19:13:03,796 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.945, mIoU: 0.668
2023-07-28 19:13:03,901 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.945, mIoU: 0.668
2023-07-28 19:13:04,004 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.945, mIoU: 0.668
2023-07-28 19:13:04,109 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.945, mIoU: 0.668
2023-07-28 19:13:04,215 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.945, mIoU: 0.669
2023-07-28 19:13:04,316 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.945, mIoU: 0.669
2023-07-28 19:13:04,420 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.946, mIoU: 0.669
2023-07-28 19:13:04,528 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.946, mIoU: 0.669
2023-07-28 19:13:04,631 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.946, mIoU: 0.669
2023-07-28 19:13:04,737 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.946, mIoU: 0.669
2023-07-28 19:13:04,842 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.946, mIoU: 0.669
2023-07-28 19:13:04,948 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.946, mIoU: 0.669
2023-07-28 19:13:05,058 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.946, mIoU: 0.669
2023-07-28 19:13:05,169 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.946, mIoU: 0.669
2023-07-28 19:13:05,281 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.946, mIoU: 0.669
2023-07-28 19:13:05,389 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.946, mIoU: 0.669
2023-07-28 19:13:05,495 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.946, mIoU: 0.669
2023-07-28 19:13:05,605 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.946, mIoU: 0.670
2023-07-28 19:13:05,714 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.946, mIoU: 0.670
2023-07-28 19:13:05,823 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.946, mIoU: 0.670
2023-07-28 19:13:05,931 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.946, mIoU: 0.670
2023-07-28 19:13:06,036 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.946, mIoU: 0.670
2023-07-28 19:13:06,142 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.946, mIoU: 0.670
2023-07-28 19:13:06,245 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.946, mIoU: 0.670
2023-07-28 19:13:06,347 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.946, mIoU: 0.670
2023-07-28 19:13:06,450 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.946, mIoU: 0.671
2023-07-28 19:13:06,553 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.946, mIoU: 0.671
2023-07-28 19:13:06,658 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.946, mIoU: 0.671
2023-07-28 19:13:06,760 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.946, mIoU: 0.671
2023-07-28 19:13:06,863 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.946, mIoU: 0.671
2023-07-28 19:13:06,964 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.946, mIoU: 0.671
2023-07-28 19:13:39,438 semantic_segmentation INFO: Iters: 32010/150000 || Lr: 0.016114 || Task Loss: 0.2739 || KD Loss: 0.0468|| 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: 1 day, 5:30:46 || Estimated Time: 4 days, 12:47:03
2023-07-28 19:14:11,415 semantic_segmentation INFO: Iters: 32020/150000 || Lr: 0.016113 || Task Loss: 0.3978 || KD Loss: 0.1045|| 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, 5:31:18 || Estimated Time: 4 days, 12:46:25
2023-07-28 19:14:43,333 semantic_segmentation INFO: Iters: 32030/150000 || Lr: 0.016112 || Task Loss: 0.2103 || KD Loss: 0.0586|| 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: 1 day, 5:31:50 || Estimated Time: 4 days, 12:45:47
2023-07-28 19:15:15,155 semantic_segmentation INFO: Iters: 32040/150000 || Lr: 0.016111 || Task Loss: 0.2077 || KD Loss: 0.0546|| 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, 5:32:22 || Estimated Time: 4 days, 12:45:09
2023-07-28 19:15:47,095 semantic_segmentation INFO: Iters: 32050/150000 || Lr: 0.016109 || Task Loss: 0.2363 || KD Loss: 0.0550|| 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: 1 day, 5:32:53 || Estimated Time: 4 days, 12:44:31
2023-07-28 19:16:19,018 semantic_segmentation INFO: Iters: 32060/150000 || Lr: 0.016108 || Task Loss: 0.2058 || KD Loss: 0.0582|| 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, 5:33:25 || Estimated Time: 4 days, 12:43:54
2023-07-28 19:16:50,948 semantic_segmentation INFO: Iters: 32070/150000 || Lr: 0.016107 || Task Loss: 0.1843 || KD Loss: 0.0497|| 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, 5:33:57 || Estimated Time: 4 days, 12:43:16
2023-07-28 19:17:22,865 semantic_segmentation INFO: Iters: 32080/150000 || Lr: 0.016106 || Task Loss: 0.1716 || KD Loss: 0.0554|| 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, 5:34:29 || Estimated Time: 4 days, 12:42:38
2023-07-28 19:17:54,817 semantic_segmentation INFO: Iters: 32090/150000 || Lr: 0.016104 || Task Loss: 0.2494 || KD Loss: 0.0880|| 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: 1 day, 5:35:01 || Estimated Time: 4 days, 12:42:00
2023-07-28 19:18:26,902 semantic_segmentation INFO: Iters: 32100/150000 || Lr: 0.016103 || Task Loss: 0.2561 || KD Loss: 0.1331|| 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, 5:35:33 || Estimated Time: 4 days, 12:41:23
2023-07-28 19:18:58,912 semantic_segmentation INFO: Iters: 32110/150000 || Lr: 0.016102 || Task Loss: 0.2793 || KD Loss: 0.0703|| 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, 5:36:05 || Estimated Time: 4 days, 12:40:45
2023-07-28 19:19:30,950 semantic_segmentation INFO: Iters: 32120/150000 || Lr: 0.016101 || Task Loss: 0.1444 || KD Loss: 0.0673|| 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: 1 day, 5:36:37 || Estimated Time: 4 days, 12:40:08
2023-07-28 19:20:02,932 semantic_segmentation INFO: Iters: 32130/150000 || Lr: 0.016100 || Task Loss: 0.2345 || KD Loss: 0.0567|| 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, 5:37:09 || Estimated Time: 4 days, 12:39:30
2023-07-28 19:20:34,972 semantic_segmentation INFO: Iters: 32140/150000 || Lr: 0.016098 || Task Loss: 0.2844 || KD Loss: 0.0997|| 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: 1 day, 5:37:41 || Estimated Time: 4 days, 12:38:53
2023-07-28 19:21:06,933 semantic_segmentation INFO: Iters: 32150/150000 || Lr: 0.016097 || Task Loss: 0.2270 || KD Loss: 0.0817|| 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: 1 day, 5:38:13 || Estimated Time: 4 days, 12:38:15
2023-07-28 19:21:39,019 semantic_segmentation INFO: Iters: 32160/150000 || Lr: 0.016096 || Task Loss: 0.1740 || KD Loss: 0.0649|| 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, 5:38:45 || Estimated Time: 4 days, 12:37:38
2023-07-28 19:22:11,066 semantic_segmentation INFO: Iters: 32170/150000 || Lr: 0.016095 || Task Loss: 0.2318 || KD Loss: 0.0622|| 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, 5:39:17 || Estimated Time: 4 days, 12:37:01
2023-07-28 19:22:43,069 semantic_segmentation INFO: Iters: 32180/150000 || Lr: 0.016093 || Task Loss: 0.2234 || KD Loss: 0.0756|| 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, 5:39:49 || Estimated Time: 4 days, 12:36:23
2023-07-28 19:23:15,081 semantic_segmentation INFO: Iters: 32190/150000 || Lr: 0.016092 || Task Loss: 0.2278 || KD Loss: 0.0539|| 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: 1 day, 5:40:21 || Estimated Time: 4 days, 12:35:46
2023-07-28 19:23:47,072 semantic_segmentation INFO: Iters: 32200/150000 || Lr: 0.016091 || Task Loss: 0.3345 || KD Loss: 0.0757|| 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, 5:40:53 || Estimated Time: 4 days, 12:35:08
2023-07-28 19:24:19,064 semantic_segmentation INFO: Iters: 32210/150000 || Lr: 0.016090 || Task Loss: 0.2658 || KD Loss: 0.0656|| 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, 5:41:25 || Estimated Time: 4 days, 12:34:31
2023-07-28 19:24:51,066 semantic_segmentation INFO: Iters: 32220/150000 || Lr: 0.016089 || Task Loss: 0.2687 || KD Loss: 0.0483|| 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: 1 day, 5:41:57 || Estimated Time: 4 days, 12:33:53
2023-07-28 19:25:23,046 semantic_segmentation INFO: Iters: 32230/150000 || Lr: 0.016087 || Task Loss: 0.2251 || KD Loss: 0.0679|| 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: 1 day, 5:42:29 || Estimated Time: 4 days, 12:33:16
2023-07-28 19:25:55,122 semantic_segmentation INFO: Iters: 32240/150000 || Lr: 0.016086 || Task Loss: 0.2377 || KD Loss: 0.0640|| 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: 1 day, 5:43:01 || Estimated Time: 4 days, 12:32:38
2023-07-28 19:26:27,178 semantic_segmentation INFO: Iters: 32250/150000 || Lr: 0.016085 || Task Loss: 0.2065 || KD Loss: 0.0722|| 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, 5:43:34 || Estimated Time: 4 days, 12:32:01
2023-07-28 19:26:59,167 semantic_segmentation INFO: Iters: 32260/150000 || Lr: 0.016084 || Task Loss: 0.3703 || KD Loss: 0.1380|| 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, 5:44:06 || Estimated Time: 4 days, 12:31:24
2023-07-28 19:27:31,169 semantic_segmentation INFO: Iters: 32270/150000 || Lr: 0.016082 || Task Loss: 0.1946 || KD Loss: 0.0649|| 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, 5:44:38 || Estimated Time: 4 days, 12:30:46
2023-07-28 19:28:03,202 semantic_segmentation INFO: Iters: 32280/150000 || Lr: 0.016081 || Task Loss: 0.1800 || KD Loss: 0.0594|| 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, 5:45:10 || Estimated Time: 4 days, 12:30:09
2023-07-28 19:28:35,156 semantic_segmentation INFO: Iters: 32290/150000 || Lr: 0.016080 || Task Loss: 0.4210 || KD Loss: 0.1406|| 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, 5:45:42 || Estimated Time: 4 days, 12:29:31
2023-07-28 19:29:07,185 semantic_segmentation INFO: Iters: 32300/150000 || Lr: 0.016079 || Task Loss: 0.2849 || KD Loss: 0.0987|| 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: 1 day, 5:46:14 || Estimated Time: 4 days, 12:28:54
2023-07-28 19:29:39,122 semantic_segmentation INFO: Iters: 32310/150000 || Lr: 0.016077 || Task Loss: 0.2023 || KD Loss: 0.0606|| 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, 5:46:45 || Estimated Time: 4 days, 12:28:16
2023-07-28 19:30:11,195 semantic_segmentation INFO: Iters: 32320/150000 || Lr: 0.016076 || Task Loss: 0.3431 || KD Loss: 0.1449|| 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: 1 day, 5:47:18 || Estimated Time: 4 days, 12:27:39
2023-07-28 19:30:43,130 semantic_segmentation INFO: Iters: 32330/150000 || Lr: 0.016075 || Task Loss: 0.2005 || KD Loss: 0.0526|| 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, 5:47:49 || Estimated Time: 4 days, 12:27:01
2023-07-28 19:31:18,245 semantic_segmentation INFO: Iters: 32340/150000 || Lr: 0.016074 || Task Loss: 0.2250 || KD Loss: 0.0848|| 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, 5:48:25 || Estimated Time: 4 days, 12:26:35
2023-07-28 19:31:50,106 semantic_segmentation INFO: Iters: 32350/150000 || Lr: 0.016073 || Task Loss: 0.2328 || KD Loss: 0.0600|| 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, 5:48:56 || Estimated Time: 4 days, 12:25:57
2023-07-28 19:32:22,142 semantic_segmentation INFO: Iters: 32360/150000 || Lr: 0.016071 || Task Loss: 0.3646 || KD Loss: 0.1189|| 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, 5:49:28 || Estimated Time: 4 days, 12:25:20
2023-07-28 19:32:54,081 semantic_segmentation INFO: Iters: 32370/150000 || Lr: 0.016070 || Task Loss: 0.1608 || KD Loss: 0.0578|| 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: 1 day, 5:50:00 || Estimated Time: 4 days, 12:24:42
2023-07-28 19:33:26,074 semantic_segmentation INFO: Iters: 32380/150000 || Lr: 0.016069 || Task Loss: 0.2035 || KD Loss: 0.0986|| 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, 5:50:32 || Estimated Time: 4 days, 12:24:04
2023-07-28 19:33:57,983 semantic_segmentation INFO: Iters: 32390/150000 || Lr: 0.016068 || Task Loss: 0.2546 || KD Loss: 0.0823|| 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, 5:51:04 || Estimated Time: 4 days, 12:23:27
2023-07-28 19:34:30,046 semantic_segmentation INFO: Iters: 32400/150000 || Lr: 0.016066 || Task Loss: 0.1753 || KD Loss: 0.0474|| 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, 5:51:36 || Estimated Time: 4 days, 12:22:49
2023-07-28 19:35:02,063 semantic_segmentation INFO: Iters: 32410/150000 || Lr: 0.016065 || Task Loss: 0.2028 || KD Loss: 0.0861|| 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, 5:52:08 || Estimated Time: 4 days, 12:22:12
2023-07-28 19:35:33,987 semantic_segmentation INFO: Iters: 32420/150000 || Lr: 0.016064 || Task Loss: 0.3385 || KD Loss: 0.1174|| 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, 5:52:40 || Estimated Time: 4 days, 12:21:34
2023-07-28 19:36:06,048 semantic_segmentation INFO: Iters: 32430/150000 || Lr: 0.016063 || Task Loss: 0.2159 || KD Loss: 0.0939|| 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, 5:53:12 || Estimated Time: 4 days, 12:20:57
2023-07-28 19:36:38,057 semantic_segmentation INFO: Iters: 32440/150000 || Lr: 0.016061 || Task Loss: 0.2489 || KD Loss: 0.0618|| 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, 5:53:44 || Estimated Time: 4 days, 12:20:20
2023-07-28 19:37:10,077 semantic_segmentation INFO: Iters: 32450/150000 || Lr: 0.016060 || Task Loss: 0.2512 || KD Loss: 0.0811|| 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, 5:54:16 || Estimated Time: 4 days, 12:19:42
2023-07-28 19:37:42,052 semantic_segmentation INFO: Iters: 32460/150000 || Lr: 0.016059 || Task Loss: 0.1519 || KD Loss: 0.0541|| 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, 5:54:48 || Estimated Time: 4 days, 12:19:05
2023-07-28 19:38:14,083 semantic_segmentation INFO: Iters: 32470/150000 || Lr: 0.016058 || Task Loss: 0.5169 || KD Loss: 0.1650|| 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: 1 day, 5:55:20 || Estimated Time: 4 days, 12:18:27
2023-07-28 19:38:46,122 semantic_segmentation INFO: Iters: 32480/150000 || Lr: 0.016057 || Task Loss: 0.1870 || KD Loss: 0.0853|| 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, 5:55:52 || Estimated Time: 4 days, 12:17:50
2023-07-28 19:39:18,201 semantic_segmentation INFO: Iters: 32490/150000 || Lr: 0.016055 || Task Loss: 0.3459 || KD Loss: 0.1145|| 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, 5:56:25 || Estimated Time: 4 days, 12:17:13
2023-07-28 19:39:50,285 semantic_segmentation INFO: Iters: 32500/150000 || Lr: 0.016054 || Task Loss: 0.3534 || KD Loss: 0.1562|| 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, 5:56:57 || Estimated Time: 4 days, 12:16:36
2023-07-28 19:40:22,433 semantic_segmentation INFO: Iters: 32510/150000 || Lr: 0.016053 || Task Loss: 0.3012 || KD Loss: 0.0838|| 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: 1 day, 5:57:29 || Estimated Time: 4 days, 12:15:59
2023-07-28 19:40:54,662 semantic_segmentation INFO: Iters: 32520/150000 || Lr: 0.016052 || Task Loss: 0.2252 || KD Loss: 0.0674|| 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, 5:58:01 || Estimated Time: 4 days, 12:15:22
2023-07-28 19:41:26,676 semantic_segmentation INFO: Iters: 32530/150000 || Lr: 0.016050 || Task Loss: 0.1699 || KD Loss: 0.0665|| 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, 5:58:33 || Estimated Time: 4 days, 12:14:45
2023-07-28 19:41:58,650 semantic_segmentation INFO: Iters: 32540/150000 || Lr: 0.016049 || Task Loss: 0.3456 || KD Loss: 0.1423|| 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: 1 day, 5:59:05 || Estimated Time: 4 days, 12:14:08
2023-07-28 19:42:30,648 semantic_segmentation INFO: Iters: 32550/150000 || Lr: 0.016048 || Task Loss: 0.2091 || KD Loss: 0.0654|| 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, 5:59:37 || Estimated Time: 4 days, 12:13:30
2023-07-28 19:43:02,648 semantic_segmentation INFO: Iters: 32560/150000 || Lr: 0.016047 || Task Loss: 0.2300 || KD Loss: 0.0685|| 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, 6:00:09 || Estimated Time: 4 days, 12:12:53
2023-07-28 19:43:34,679 semantic_segmentation INFO: Iters: 32570/150000 || Lr: 0.016045 || Task Loss: 0.2630 || KD Loss: 0.0774|| 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: 1 day, 6:00:41 || Estimated Time: 4 days, 12:12:15
2023-07-28 19:44:06,717 semantic_segmentation INFO: Iters: 32580/150000 || Lr: 0.016044 || Task Loss: 0.1967 || KD Loss: 0.0667|| 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: 1 day, 6:01:13 || Estimated Time: 4 days, 12:11:38
2023-07-28 19:44:38,666 semantic_segmentation INFO: Iters: 32590/150000 || Lr: 0.016043 || Task Loss: 0.2781 || KD Loss: 0.1121|| 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, 6:01:45 || Estimated Time: 4 days, 12:11:01
2023-07-28 19:45:10,526 semantic_segmentation INFO: Iters: 32600/150000 || Lr: 0.016042 || Task Loss: 0.2317 || KD Loss: 0.0570|| 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, 6:02:17 || Estimated Time: 4 days, 12:10:23
2023-07-28 19:45:42,589 semantic_segmentation INFO: Iters: 32610/150000 || Lr: 0.016041 || Task Loss: 0.1498 || KD Loss: 0.0634|| 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, 6:02:49 || Estimated Time: 4 days, 12:09:46
2023-07-28 19:46:14,600 semantic_segmentation INFO: Iters: 32620/150000 || Lr: 0.016039 || Task Loss: 0.2778 || KD Loss: 0.0859|| 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, 6:03:21 || Estimated Time: 4 days, 12:09:08
2023-07-28 19:46:46,588 semantic_segmentation INFO: Iters: 32630/150000 || Lr: 0.016038 || Task Loss: 0.3478 || KD Loss: 0.1053|| 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, 6:03:53 || Estimated Time: 4 days, 12:08:31
2023-07-28 19:47:18,635 semantic_segmentation INFO: Iters: 32640/150000 || Lr: 0.016037 || Task Loss: 0.2987 || KD Loss: 0.0868|| 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: 1 day, 6:04:25 || Estimated Time: 4 days, 12:07:54
2023-07-28 19:47:50,597 semantic_segmentation INFO: Iters: 32650/150000 || Lr: 0.016036 || Task Loss: 0.2033 || KD Loss: 0.0524|| 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: 1 day, 6:04:57 || Estimated Time: 4 days, 12:07:16
2023-07-28 19:48:22,499 semantic_segmentation INFO: Iters: 32660/150000 || Lr: 0.016034 || Task Loss: 0.2022 || KD Loss: 0.0684|| 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, 6:05:29 || Estimated Time: 4 days, 12:06:38
2023-07-28 19:48:54,480 semantic_segmentation INFO: Iters: 32670/150000 || Lr: 0.016033 || Task Loss: 0.2710 || KD Loss: 0.0795|| 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, 6:06:01 || Estimated Time: 4 days, 12:06:01
2023-07-28 19:49:26,511 semantic_segmentation INFO: Iters: 32680/150000 || Lr: 0.016032 || Task Loss: 0.2262 || KD Loss: 0.0859|| 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, 6:06:33 || Estimated Time: 4 days, 12:05:24
2023-07-28 19:49:58,460 semantic_segmentation INFO: Iters: 32690/150000 || Lr: 0.016031 || Task Loss: 0.2521 || KD Loss: 0.0759|| 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, 6:07:05 || Estimated Time: 4 days, 12:04:46
2023-07-28 19:50:30,367 semantic_segmentation INFO: Iters: 32700/150000 || Lr: 0.016029 || Task Loss: 0.2564 || KD Loss: 0.0525|| 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, 6:07:37 || Estimated Time: 4 days, 12:04:08
2023-07-28 19:51:02,279 semantic_segmentation INFO: Iters: 32710/150000 || Lr: 0.016028 || Task Loss: 0.1760 || KD Loss: 0.0503|| 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: 1 day, 6:08:09 || Estimated Time: 4 days, 12:03:31
2023-07-28 19:51:34,216 semantic_segmentation INFO: Iters: 32720/150000 || Lr: 0.016027 || Task Loss: 0.1970 || KD Loss: 0.0640|| 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, 6:08:41 || Estimated Time: 4 days, 12:02:53
2023-07-28 19:52:06,234 semantic_segmentation INFO: Iters: 32730/150000 || Lr: 0.016026 || Task Loss: 0.2272 || KD Loss: 0.0612|| 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, 6:09:13 || Estimated Time: 4 days, 12:02:16
2023-07-28 19:52:38,278 semantic_segmentation INFO: Iters: 32740/150000 || Lr: 0.016025 || Task Loss: 0.2754 || KD Loss: 0.0765|| 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, 6:09:45 || Estimated Time: 4 days, 12:01:39
2023-07-28 19:53:10,229 semantic_segmentation INFO: Iters: 32750/150000 || Lr: 0.016023 || Task Loss: 0.4022 || KD Loss: 0.1824|| 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: 1 day, 6:10:17 || Estimated Time: 4 days, 12:01:01
2023-07-28 19:53:45,391 semantic_segmentation INFO: Iters: 32760/150000 || Lr: 0.016022 || Task Loss: 0.2382 || KD Loss: 0.0609|| 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: 1 day, 6:10:52 || Estimated Time: 4 days, 12:00:34
2023-07-28 19:54:17,279 semantic_segmentation INFO: Iters: 32770/150000 || Lr: 0.016021 || Task Loss: 0.2517 || KD Loss: 0.0728|| 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, 6:11:24 || Estimated Time: 4 days, 11:59:57
2023-07-28 19:54:49,278 semantic_segmentation INFO: Iters: 32780/150000 || Lr: 0.016020 || Task Loss: 0.2760 || KD Loss: 0.0895|| 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: 1 day, 6:11:56 || Estimated Time: 4 days, 11:59:20
2023-07-28 19:55:21,588 semantic_segmentation INFO: Iters: 32790/150000 || Lr: 0.016018 || Task Loss: 0.1408 || KD Loss: 0.0501|| 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, 6:12:28 || Estimated Time: 4 days, 11:58:44
2023-07-28 19:55:53,642 semantic_segmentation INFO: Iters: 32800/150000 || Lr: 0.016017 || Task Loss: 0.3505 || KD Loss: 0.1059|| 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, 6:13:00 || Estimated Time: 4 days, 11:58:07
2023-07-28 19:55:53,710 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 19:55:54,604 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.969, mIoU: 0.401
2023-07-28 19:55:54,709 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.503
2023-07-28 19:55:54,817 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.519
2023-07-28 19:55:54,920 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.540
2023-07-28 19:55:55,024 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.532
2023-07-28 19:55:55,126 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.535
2023-07-28 19:55:55,229 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.557
2023-07-28 19:55:55,334 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.599
2023-07-28 19:55:55,440 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.645
2023-07-28 19:55:55,543 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.689
2023-07-28 19:55:55,647 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.693
2023-07-28 19:55:55,752 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.701
2023-07-28 19:55:55,858 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.958, mIoU: 0.700
2023-07-28 19:55:55,969 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.677
2023-07-28 19:55:56,083 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.952, mIoU: 0.684
2023-07-28 19:55:56,190 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.950, mIoU: 0.675
2023-07-28 19:55:56,296 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.949, mIoU: 0.675
2023-07-28 19:55:56,406 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.949, mIoU: 0.675
2023-07-28 19:55:56,516 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.683
2023-07-28 19:55:56,623 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.689
2023-07-28 19:55:56,728 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.948, mIoU: 0.688
2023-07-28 19:55:56,836 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.948, mIoU: 0.702
2023-07-28 19:55:56,942 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.702
2023-07-28 19:55:57,050 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.709
2023-07-28 19:55:57,157 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.716
2023-07-28 19:55:57,262 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.716
2023-07-28 19:55:57,368 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.707
2023-07-28 19:55:57,475 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.702
2023-07-28 19:55:57,579 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.700
2023-07-28 19:55:57,683 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.712
2023-07-28 19:55:57,786 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-28 19:55:57,894 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.707
2023-07-28 19:55:58,000 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.709
2023-07-28 19:55:58,104 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.707
2023-07-28 19:55:58,209 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.707
2023-07-28 19:55:58,313 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.942, mIoU: 0.705
2023-07-28 19:55:58,420 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.701
2023-07-28 19:55:58,531 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.940, mIoU: 0.699
2023-07-28 19:55:58,638 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.940, mIoU: 0.694
2023-07-28 19:55:58,745 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.940, mIoU: 0.694
2023-07-28 19:55:58,851 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.941, mIoU: 0.694
2023-07-28 19:55:58,958 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.941, mIoU: 0.694
2023-07-28 19:55:59,066 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-28 19:55:59,177 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.942, mIoU: 0.696
2023-07-28 19:55:59,285 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.696
2023-07-28 19:55:59,392 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-28 19:55:59,503 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-28 19:55:59,614 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 19:55:59,721 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 19:55:59,830 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.944, mIoU: 0.698
2023-07-28 19:55:59,934 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.944, mIoU: 0.699
2023-07-28 19:56:00,036 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.702
2023-07-28 19:56:00,141 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.943, mIoU: 0.704
2023-07-28 19:56:00,244 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.707
2023-07-28 19:56:00,347 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.706
2023-07-28 19:56:00,451 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.941, mIoU: 0.699
2023-07-28 19:56:00,554 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.942, mIoU: 0.700
2023-07-28 19:56:00,657 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.942, mIoU: 0.706
2023-07-28 19:56:00,760 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.942, mIoU: 0.707
2023-07-28 19:56:00,866 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.941, mIoU: 0.706
2023-07-28 19:56:00,969 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.941, mIoU: 0.709
2023-07-28 19:56:01,072 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.941, mIoU: 0.710
2023-07-28 19:56:01,175 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.941, mIoU: 0.709
2023-07-28 19:56:01,279 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-28 19:56:01,383 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.941, mIoU: 0.715
2023-07-28 19:56:01,489 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.940, mIoU: 0.714
2023-07-28 19:56:01,591 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.939, mIoU: 0.713
2023-07-28 19:56:01,695 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.939, mIoU: 0.713
2023-07-28 19:56:01,799 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.712
2023-07-28 19:56:01,904 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.939, mIoU: 0.712
2023-07-28 19:56:02,008 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.939, mIoU: 0.713
2023-07-28 19:56:02,116 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.940, mIoU: 0.712
2023-07-28 19:56:02,223 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.940, mIoU: 0.711
2023-07-28 19:56:02,332 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.940, mIoU: 0.711
2023-07-28 19:56:02,443 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.940, mIoU: 0.713
2023-07-28 19:56:02,552 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.940, mIoU: 0.712
2023-07-28 19:56:02,657 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.940, mIoU: 0.712
2023-07-28 19:56:02,762 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.940, mIoU: 0.711
2023-07-28 19:56:02,868 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.711
2023-07-28 19:56:02,977 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.940, mIoU: 0.712
2023-07-28 19:56:03,087 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.940, mIoU: 0.713
2023-07-28 19:56:03,196 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.940, mIoU: 0.712
2023-07-28 19:56:03,306 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.940, mIoU: 0.712
2023-07-28 19:56:03,417 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.939, mIoU: 0.710
2023-07-28 19:56:03,530 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.936, mIoU: 0.706
2023-07-28 19:56:03,635 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.936, mIoU: 0.706
2023-07-28 19:56:03,739 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.936, mIoU: 0.706
2023-07-28 19:56:03,844 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.706
2023-07-28 19:56:03,947 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.937, mIoU: 0.706
2023-07-28 19:56:04,049 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.706
2023-07-28 19:56:04,151 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.937, mIoU: 0.706
2023-07-28 19:56:04,254 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-28 19:56:04,358 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-28 19:56:04,462 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-28 19:56:04,573 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-28 19:56:04,681 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-28 19:56:04,788 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-28 19:56:04,899 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.937, mIoU: 0.722
2023-07-28 19:56:05,008 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-28 19:56:05,118 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-28 19:56:05,227 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.935, mIoU: 0.720
2023-07-28 19:56:05,339 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-28 19:56:05,452 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-28 19:56:05,567 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-28 19:56:05,671 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-28 19:56:05,775 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-28 19:56:05,880 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-28 19:56:05,985 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-28 19:56:06,090 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-28 19:56:06,194 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-28 19:56:06,299 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.935, mIoU: 0.719
2023-07-28 19:56:06,402 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-28 19:56:06,505 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.935, mIoU: 0.718
2023-07-28 19:56:06,612 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-28 19:56:06,717 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.936, mIoU: 0.718
2023-07-28 19:56:06,824 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-28 19:56:06,928 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-28 19:56:07,039 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-28 19:56:07,153 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-28 19:56:07,258 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-28 19:56:07,363 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-28 19:56:07,472 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-28 19:56:07,585 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.936, mIoU: 0.719
2023-07-28 19:56:07,694 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-28 19:56:07,806 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-28 19:56:07,912 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.936, mIoU: 0.724
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2023-07-28 19:56:08,537 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.937, mIoU: 0.724
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2023-07-28 19:56:09,164 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.937, mIoU: 0.718
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2023-07-28 19:56:09,371 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.937, mIoU: 0.721
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2023-07-28 19:56:11,062 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.938, mIoU: 0.722
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2023-07-28 19:56:28,811 semantic_segmentation INFO: Sample: 322, Validation pixAcc: 0.939, mIoU: 0.703
2023-07-28 19:56:28,917 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.939, mIoU: 0.703
2023-07-28 19:56:29,020 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.939, mIoU: 0.704
2023-07-28 19:56:29,123 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.939, mIoU: 0.704
2023-07-28 19:56:29,228 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.939, mIoU: 0.704
2023-07-28 19:56:29,334 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.939, mIoU: 0.704
2023-07-28 19:56:29,438 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.939, mIoU: 0.704
2023-07-28 19:56:29,542 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.939, mIoU: 0.705
2023-07-28 19:56:29,647 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.939, mIoU: 0.705
2023-07-28 19:56:29,751 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.940, mIoU: 0.705
2023-07-28 19:56:29,856 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.940, mIoU: 0.705
2023-07-28 19:56:29,964 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.940, mIoU: 0.705
2023-07-28 19:56:30,069 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.940, mIoU: 0.705
2023-07-28 19:56:30,175 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.940, mIoU: 0.705
2023-07-28 19:56:30,284 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.940, mIoU: 0.705
2023-07-28 19:56:30,394 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.940, mIoU: 0.705
2023-07-28 19:56:30,508 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.940, mIoU: 0.705
2023-07-28 19:56:30,618 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.940, mIoU: 0.705
2023-07-28 19:56:30,724 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.940, mIoU: 0.706
2023-07-28 19:56:30,835 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.940, mIoU: 0.706
2023-07-28 19:56:30,949 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.940, mIoU: 0.706
2023-07-28 19:56:31,058 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.940, mIoU: 0.706
2023-07-28 19:56:31,167 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.941, mIoU: 0.706
2023-07-28 19:56:31,272 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.941, mIoU: 0.706
2023-07-28 19:56:31,377 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.941, mIoU: 0.706
2023-07-28 19:56:31,482 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.941, mIoU: 0.707
2023-07-28 19:56:31,586 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.941, mIoU: 0.707
2023-07-28 19:56:31,692 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.941, mIoU: 0.707
2023-07-28 19:56:31,797 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.941, mIoU: 0.707
2023-07-28 19:56:31,901 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.941, mIoU: 0.707
2023-07-28 19:56:32,009 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.941, mIoU: 0.707
2023-07-28 19:56:32,111 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.941, mIoU: 0.707
2023-07-28 19:56:32,214 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.941, mIoU: 0.707
2023-07-28 19:56:32,319 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.941, mIoU: 0.707
2023-07-28 19:56:32,425 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.941, mIoU: 0.707
2023-07-28 19:56:32,530 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.941, mIoU: 0.707
2023-07-28 19:56:32,639 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.941, mIoU: 0.707
2023-07-28 19:56:32,750 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.941, mIoU: 0.707
2023-07-28 19:56:32,859 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.942, mIoU: 0.708
2023-07-28 19:56:32,972 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.942, mIoU: 0.708
2023-07-28 19:56:33,082 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.942, mIoU: 0.708
2023-07-28 19:56:33,195 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.942, mIoU: 0.708
2023-07-28 19:56:33,307 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.942, mIoU: 0.708
2023-07-28 19:56:33,421 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.942, mIoU: 0.708
2023-07-28 19:56:33,530 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.942, mIoU: 0.708
2023-07-28 19:56:33,639 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.942, mIoU: 0.708
2023-07-28 19:56:33,747 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.942, mIoU: 0.709
2023-07-28 19:56:33,859 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.942, mIoU: 0.709
2023-07-28 19:56:33,972 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.942, mIoU: 0.709
2023-07-28 19:56:34,080 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.942, mIoU: 0.709
2023-07-28 19:56:34,186 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.942, mIoU: 0.709
2023-07-28 19:56:34,296 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.942, mIoU: 0.709
2023-07-28 19:56:34,406 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.943, mIoU: 0.709
2023-07-28 19:56:34,518 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.943, mIoU: 0.709
2023-07-28 19:56:34,627 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.943, mIoU: 0.709
2023-07-28 19:56:34,737 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.943, mIoU: 0.709
2023-07-28 19:56:34,846 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.943, mIoU: 0.709
2023-07-28 19:56:34,954 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-28 19:56:35,063 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-28 19:56:35,168 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-28 19:56:35,273 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-28 19:56:35,378 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-28 19:56:35,482 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-28 19:56:35,586 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-28 19:56:35,691 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-28 19:56:35,794 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-28 19:56:35,900 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-28 19:56:36,007 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-28 19:56:36,116 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-28 19:56:36,231 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-28 19:56:36,340 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-28 19:56:36,446 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-28 19:56:36,554 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.943, mIoU: 0.711
2023-07-28 19:56:36,663 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-28 19:56:36,774 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-28 19:56:36,885 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-28 19:56:36,997 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-28 19:56:37,113 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-28 19:56:37,221 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-28 19:56:37,329 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-28 19:56:37,432 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-28 19:56:37,536 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-28 19:56:37,640 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.944, mIoU: 0.710
2023-07-28 19:56:37,744 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-28 19:56:37,849 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-28 19:56:37,954 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-28 19:56:38,064 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-28 19:56:38,174 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.945, mIoU: 0.711
2023-07-28 19:56:38,290 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-28 19:56:38,398 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-28 19:56:38,504 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-28 19:56:38,611 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-28 19:56:38,718 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-28 19:56:38,826 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-28 19:56:38,932 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-28 19:56:39,038 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-28 19:56:39,143 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-28 19:56:39,247 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-28 19:56:39,352 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-28 19:56:39,457 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 19:56:39,561 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 19:56:39,664 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 19:56:39,769 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 19:56:39,873 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 19:56:39,977 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-28 19:56:40,084 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 19:56:40,188 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 19:56:40,292 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 19:56:40,396 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 19:56:40,502 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 19:56:40,605 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 19:56:40,711 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 19:56:40,815 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 19:56:40,920 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 19:56:41,025 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 19:56:41,138 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 19:56:41,249 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 19:56:41,361 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 19:56:41,471 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 19:56:41,579 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 19:56:41,685 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 19:56:41,793 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 19:56:41,902 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 19:56:42,009 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 19:56:42,117 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 19:56:42,221 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-28 19:56:42,324 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-28 19:56:42,428 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-28 19:56:42,532 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-28 19:56:42,637 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-28 19:56:42,741 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-28 19:56:42,847 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-28 19:56:42,951 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-28 19:56:43,056 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-28 19:56:43,161 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-28 19:56:43,266 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-28 19:56:43,370 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-28 19:56:43,474 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-28 19:56:43,576 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 19:56:43,681 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 19:56:43,785 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 19:56:43,893 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 19:56:44,001 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 19:56:44,113 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 19:56:44,229 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-28 19:56:44,338 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 19:56:44,445 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 19:56:44,549 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 19:56:44,654 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 19:56:44,759 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 19:56:44,866 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 19:56:44,976 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 19:56:45,087 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 19:56:45,197 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 19:56:45,307 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 19:56:45,416 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-28 19:56:45,521 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-28 19:56:45,627 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-28 19:56:45,732 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-28 19:56:45,838 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-28 19:56:45,946 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-28 19:56:46,057 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-28 19:56:46,166 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-28 19:56:46,273 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-28 19:56:46,384 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-28 19:56:46,495 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-28 19:56:46,604 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-28 19:56:46,714 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-28 19:56:46,822 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-28 19:56:46,929 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-28 19:56:47,032 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-28 19:56:47,135 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-28 19:56:47,240 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-28 19:56:47,344 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-28 19:56:47,446 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-28 19:56:47,548 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-28 19:56:47,651 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-28 19:56:47,753 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-28 19:56:47,856 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-28 19:57:20,336 semantic_segmentation INFO: Iters: 32810/150000 || Lr: 0.016016 || Task Loss: 0.1667 || KD Loss: 0.0430|| 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, 6:14:27 || Estimated Time: 4 days, 12:00:45
2023-07-28 19:57:52,076 semantic_segmentation INFO: Iters: 32820/150000 || Lr: 0.016015 || Task Loss: 0.2505 || KD Loss: 0.0657|| 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, 6:14:58 || Estimated Time: 4 days, 12:00:06
2023-07-28 19:58:23,910 semantic_segmentation INFO: Iters: 32830/150000 || Lr: 0.016013 || Task Loss: 0.4367 || KD Loss: 0.2322|| 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: 1 day, 6:15:30 || Estimated Time: 4 days, 11:59:29
2023-07-28 19:58:55,753 semantic_segmentation INFO: Iters: 32840/150000 || Lr: 0.016012 || Task Loss: 0.3400 || KD Loss: 0.1058|| 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: 1 day, 6:16:02 || Estimated Time: 4 days, 11:58:51
2023-07-28 19:59:27,605 semantic_segmentation INFO: Iters: 32850/150000 || Lr: 0.016011 || Task Loss: 0.1882 || KD Loss: 0.0539|| 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, 6:16:34 || Estimated Time: 4 days, 11:58:13
2023-07-28 19:59:59,467 semantic_segmentation INFO: Iters: 32860/150000 || Lr: 0.016010 || Task Loss: 0.2367 || KD Loss: 0.0908|| 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, 6:17:06 || Estimated Time: 4 days, 11:57:35
2023-07-28 20:00:31,315 semantic_segmentation INFO: Iters: 32870/150000 || Lr: 0.016009 || Task Loss: 0.4468 || KD Loss: 0.1697|| 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, 6:17:38 || Estimated Time: 4 days, 11:56:57
2023-07-28 20:01:03,361 semantic_segmentation INFO: Iters: 32880/150000 || Lr: 0.016007 || Task Loss: 0.2214 || KD Loss: 0.0521|| 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, 6:18:10 || Estimated Time: 4 days, 11:56:20
2023-07-28 20:01:35,335 semantic_segmentation INFO: Iters: 32890/150000 || Lr: 0.016006 || Task Loss: 0.1853 || KD Loss: 0.0563|| 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, 6:18:42 || Estimated Time: 4 days, 11:55:42
2023-07-28 20:02:07,146 semantic_segmentation INFO: Iters: 32900/150000 || Lr: 0.016005 || Task Loss: 0.2334 || KD Loss: 0.0755|| 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, 6:19:14 || Estimated Time: 4 days, 11:55:04
2023-07-28 20:02:39,007 semantic_segmentation INFO: Iters: 32910/150000 || Lr: 0.016004 || Task Loss: 0.2015 || KD Loss: 0.0443|| 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, 6:19:45 || Estimated Time: 4 days, 11:54:26
2023-07-28 20:03:11,253 semantic_segmentation INFO: Iters: 32920/150000 || Lr: 0.016002 || Task Loss: 0.2878 || KD Loss: 0.1001|| 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: 1 day, 6:20:18 || Estimated Time: 4 days, 11:53:50
2023-07-28 20:03:43,363 semantic_segmentation INFO: Iters: 32930/150000 || Lr: 0.016001 || Task Loss: 0.3255 || KD Loss: 0.1060|| 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, 6:20:50 || Estimated Time: 4 days, 11:53:13
2023-07-28 20:04:15,340 semantic_segmentation INFO: Iters: 32940/150000 || Lr: 0.016000 || Task Loss: 0.2934 || KD Loss: 0.0806|| 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: 1 day, 6:21:22 || Estimated Time: 4 days, 11:52:35
2023-07-28 20:04:47,299 semantic_segmentation INFO: Iters: 32950/150000 || Lr: 0.015999 || Task Loss: 0.3897 || KD Loss: 0.1216|| 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, 6:21:54 || Estimated Time: 4 days, 11:51:58
2023-07-28 20:05:19,244 semantic_segmentation INFO: Iters: 32960/150000 || Lr: 0.015997 || Task Loss: 0.2727 || KD Loss: 0.0807|| 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: 1 day, 6:22:26 || Estimated Time: 4 days, 11:51:20
2023-07-28 20:05:51,191 semantic_segmentation INFO: Iters: 32970/150000 || Lr: 0.015996 || Task Loss: 0.3652 || KD Loss: 0.1081|| 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, 6:22:58 || Estimated Time: 4 days, 11:50:43
2023-07-28 20:06:23,169 semantic_segmentation INFO: Iters: 32980/150000 || Lr: 0.015995 || Task Loss: 0.2333 || KD Loss: 0.0602|| 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, 6:23:30 || Estimated Time: 4 days, 11:50:05
2023-07-28 20:06:55,078 semantic_segmentation INFO: Iters: 32990/150000 || Lr: 0.015994 || Task Loss: 0.3472 || KD Loss: 0.1612|| 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, 6:24:01 || Estimated Time: 4 days, 11:49:28
2023-07-28 20:07:27,103 semantic_segmentation INFO: Iters: 33000/150000 || Lr: 0.015993 || Task Loss: 0.3663 || KD Loss: 0.1242|| 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, 6:24:33 || Estimated Time: 4 days, 11:48:50
2023-07-28 20:07:59,036 semantic_segmentation INFO: Iters: 33010/150000 || Lr: 0.015991 || Task Loss: 0.2249 || KD Loss: 0.0837|| 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: 1 day, 6:25:05 || Estimated Time: 4 days, 11:48:13
2023-07-28 20:08:31,005 semantic_segmentation INFO: Iters: 33020/150000 || Lr: 0.015990 || Task Loss: 0.2964 || KD Loss: 0.0953|| 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, 6:25:37 || Estimated Time: 4 days, 11:47:36
2023-07-28 20:09:02,909 semantic_segmentation INFO: Iters: 33030/150000 || Lr: 0.015989 || Task Loss: 0.3099 || KD Loss: 0.0920|| 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, 6:26:09 || Estimated Time: 4 days, 11:46:58
2023-07-28 20:09:34,838 semantic_segmentation INFO: Iters: 33040/150000 || Lr: 0.015988 || Task Loss: 0.1830 || KD Loss: 0.0435|| 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, 6:26:41 || Estimated Time: 4 days, 11:46:20
2023-07-28 20:10:06,818 semantic_segmentation INFO: Iters: 33050/150000 || Lr: 0.015986 || Task Loss: 0.2529 || KD Loss: 0.0732|| 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: 1 day, 6:27:13 || Estimated Time: 4 days, 11:45:43
2023-07-28 20:10:38,712 semantic_segmentation INFO: Iters: 33060/150000 || Lr: 0.015985 || Task Loss: 0.2865 || KD Loss: 0.0943|| 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, 6:27:45 || Estimated Time: 4 days, 11:45:05
2023-07-28 20:11:10,643 semantic_segmentation INFO: Iters: 33070/150000 || Lr: 0.015984 || Task Loss: 0.1724 || KD Loss: 0.0406|| 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, 6:28:17 || Estimated Time: 4 days, 11:44:28
2023-07-28 20:11:42,534 semantic_segmentation INFO: Iters: 33080/150000 || Lr: 0.015983 || Task Loss: 0.1961 || KD Loss: 0.0700|| 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: 1 day, 6:28:49 || Estimated Time: 4 days, 11:43:50
2023-07-28 20:12:14,410 semantic_segmentation INFO: Iters: 33090/150000 || Lr: 0.015982 || Task Loss: 0.2426 || KD Loss: 0.0886|| 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, 6:29:21 || Estimated Time: 4 days, 11:43:12
2023-07-28 20:12:46,363 semantic_segmentation INFO: Iters: 33100/150000 || Lr: 0.015980 || Task Loss: 0.1704 || KD Loss: 0.0478|| 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: 1 day, 6:29:53 || Estimated Time: 4 days, 11:42:35
2023-07-28 20:13:18,308 semantic_segmentation INFO: Iters: 33110/150000 || Lr: 0.015979 || Task Loss: 0.2090 || KD Loss: 0.0547|| 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, 6:30:25 || Estimated Time: 4 days, 11:41:57
2023-07-28 20:13:50,301 semantic_segmentation INFO: Iters: 33120/150000 || Lr: 0.015978 || Task Loss: 0.2840 || KD Loss: 0.0957|| 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: 1 day, 6:30:57 || Estimated Time: 4 days, 11:41:20
2023-07-28 20:14:22,250 semantic_segmentation INFO: Iters: 33130/150000 || Lr: 0.015977 || Task Loss: 0.2105 || KD Loss: 0.0665|| 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, 6:31:29 || Estimated Time: 4 days, 11:40:42
2023-07-28 20:14:54,217 semantic_segmentation INFO: Iters: 33140/150000 || Lr: 0.015975 || Task Loss: 0.1368 || KD Loss: 0.0434|| 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, 6:32:01 || Estimated Time: 4 days, 11:40:05
2023-07-28 20:15:26,146 semantic_segmentation INFO: Iters: 33150/150000 || Lr: 0.015974 || Task Loss: 0.2416 || KD Loss: 0.0695|| 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, 6:32:33 || Estimated Time: 4 days, 11:39:27
2023-07-28 20:15:58,103 semantic_segmentation INFO: Iters: 33160/150000 || Lr: 0.015973 || Task Loss: 0.1960 || KD Loss: 0.0531|| 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, 6:33:04 || Estimated Time: 4 days, 11:38:50
2023-07-28 20:16:31,411 semantic_segmentation INFO: Iters: 33170/150000 || Lr: 0.015972 || Task Loss: 0.2444 || KD Loss: 0.0857|| 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, 6:33:38 || Estimated Time: 4 days, 11:38:17
2023-07-28 20:17:03,299 semantic_segmentation INFO: Iters: 33180/150000 || Lr: 0.015970 || Task Loss: 0.2098 || KD Loss: 0.0835|| 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, 6:34:10 || Estimated Time: 4 days, 11:37:40
2023-07-28 20:17:35,410 semantic_segmentation INFO: Iters: 33190/150000 || Lr: 0.015969 || Task Loss: 0.2239 || KD Loss: 0.0595|| 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, 6:34:42 || Estimated Time: 4 days, 11:37:03
2023-07-28 20:18:07,484 semantic_segmentation INFO: Iters: 33200/150000 || Lr: 0.015968 || Task Loss: 0.2141 || KD Loss: 0.0583|| 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, 6:35:14 || Estimated Time: 4 days, 11:36:26
2023-07-28 20:18:39,455 semantic_segmentation INFO: Iters: 33210/150000 || Lr: 0.015967 || Task Loss: 0.2928 || KD Loss: 0.0898|| 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: 1 day, 6:35:46 || Estimated Time: 4 days, 11:35:48
2023-07-28 20:19:11,357 semantic_segmentation INFO: Iters: 33220/150000 || Lr: 0.015966 || Task Loss: 0.1694 || KD Loss: 0.0484|| 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, 6:36:18 || Estimated Time: 4 days, 11:35:11
2023-07-28 20:19:43,429 semantic_segmentation INFO: Iters: 33230/150000 || Lr: 0.015964 || Task Loss: 0.2201 || KD Loss: 0.0608|| 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, 6:36:50 || Estimated Time: 4 days, 11:34:34
2023-07-28 20:20:15,399 semantic_segmentation INFO: Iters: 33240/150000 || Lr: 0.015963 || Task Loss: 0.2209 || KD Loss: 0.0531|| 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, 6:37:22 || Estimated Time: 4 days, 11:33:56
2023-07-28 20:20:47,243 semantic_segmentation INFO: Iters: 33250/150000 || Lr: 0.015962 || Task Loss: 0.3050 || KD Loss: 0.0749|| 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, 6:37:54 || Estimated Time: 4 days, 11:33:19
2023-07-28 20:21:19,126 semantic_segmentation INFO: Iters: 33260/150000 || Lr: 0.015961 || Task Loss: 0.2387 || KD Loss: 0.0601|| 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, 6:38:25 || Estimated Time: 4 days, 11:32:41
2023-07-28 20:21:51,098 semantic_segmentation INFO: Iters: 33270/150000 || Lr: 0.015959 || Task Loss: 0.1493 || KD Loss: 0.0396|| 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, 6:38:57 || Estimated Time: 4 days, 11:32:04
2023-07-28 20:22:22,969 semantic_segmentation INFO: Iters: 33280/150000 || Lr: 0.015958 || Task Loss: 0.2159 || KD Loss: 0.0601|| 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, 6:39:29 || Estimated Time: 4 days, 11:31:26
2023-07-28 20:22:54,816 semantic_segmentation INFO: Iters: 33290/150000 || Lr: 0.015957 || Task Loss: 0.2993 || KD Loss: 0.1056|| 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, 6:40:01 || Estimated Time: 4 days, 11:30:48
2023-07-28 20:23:26,697 semantic_segmentation INFO: Iters: 33300/150000 || Lr: 0.015956 || Task Loss: 0.3078 || KD Loss: 0.1299|| 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, 6:40:33 || Estimated Time: 4 days, 11:30:10
2023-07-28 20:23:58,656 semantic_segmentation INFO: Iters: 33310/150000 || Lr: 0.015954 || Task Loss: 0.1977 || KD Loss: 0.0581|| 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, 6:41:05 || Estimated Time: 4 days, 11:29:33
2023-07-28 20:24:30,547 semantic_segmentation INFO: Iters: 33320/150000 || Lr: 0.015953 || Task Loss: 0.2430 || KD Loss: 0.0695|| 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: 1 day, 6:41:37 || Estimated Time: 4 days, 11:28:55
2023-07-28 20:25:02,428 semantic_segmentation INFO: Iters: 33330/150000 || Lr: 0.015952 || Task Loss: 0.1911 || KD Loss: 0.0641|| 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, 6:42:09 || Estimated Time: 4 days, 11:28:18
2023-07-28 20:25:34,366 semantic_segmentation INFO: Iters: 33340/150000 || Lr: 0.015951 || Task Loss: 0.4395 || KD Loss: 0.1190|| 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, 6:42:41 || Estimated Time: 4 days, 11:27:40
2023-07-28 20:26:06,329 semantic_segmentation INFO: Iters: 33350/150000 || Lr: 0.015950 || Task Loss: 0.3750 || KD Loss: 0.0958|| 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: 1 day, 6:43:13 || Estimated Time: 4 days, 11:27:03
2023-07-28 20:26:38,278 semantic_segmentation INFO: Iters: 33360/150000 || Lr: 0.015948 || Task Loss: 0.1585 || KD Loss: 0.0471|| 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, 6:43:45 || Estimated Time: 4 days, 11:26:26
2023-07-28 20:27:10,219 semantic_segmentation INFO: Iters: 33370/150000 || Lr: 0.015947 || Task Loss: 0.2807 || KD Loss: 0.1073|| 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, 6:44:17 || Estimated Time: 4 days, 11:25:48
2023-07-28 20:27:42,132 semantic_segmentation INFO: Iters: 33380/150000 || Lr: 0.015946 || Task Loss: 0.2967 || KD Loss: 0.0759|| 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, 6:44:48 || Estimated Time: 4 days, 11:25:11
2023-07-28 20:28:14,026 semantic_segmentation INFO: Iters: 33390/150000 || Lr: 0.015945 || Task Loss: 0.2511 || KD Loss: 0.0549|| 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: 1 day, 6:45:20 || Estimated Time: 4 days, 11:24:33
2023-07-28 20:28:45,877 semantic_segmentation INFO: Iters: 33400/150000 || Lr: 0.015943 || Task Loss: 0.2086 || KD Loss: 0.0455|| 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, 6:45:52 || Estimated Time: 4 days, 11:23:55
2023-07-28 20:29:17,907 semantic_segmentation INFO: Iters: 33410/150000 || Lr: 0.015942 || Task Loss: 0.2129 || KD Loss: 0.0547|| 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: 1 day, 6:46:24 || Estimated Time: 4 days, 11:23:18
2023-07-28 20:29:49,779 semantic_segmentation INFO: Iters: 33420/150000 || Lr: 0.015941 || Task Loss: 0.2444 || KD Loss: 0.0592|| 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: 1 day, 6:46:56 || Estimated Time: 4 days, 11:22:41
2023-07-28 20:30:21,610 semantic_segmentation INFO: Iters: 33430/150000 || Lr: 0.015940 || Task Loss: 0.2436 || KD Loss: 0.0641|| 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, 6:47:28 || Estimated Time: 4 days, 11:22:03
2023-07-28 20:30:53,450 semantic_segmentation INFO: Iters: 33440/150000 || Lr: 0.015938 || Task Loss: 0.2362 || KD Loss: 0.0605|| 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: 1 day, 6:48:00 || Estimated Time: 4 days, 11:21:25
2023-07-28 20:31:25,397 semantic_segmentation INFO: Iters: 33450/150000 || Lr: 0.015937 || Task Loss: 0.2501 || KD Loss: 0.0611|| 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, 6:48:32 || Estimated Time: 4 days, 11:20:48
2023-07-28 20:31:57,262 semantic_segmentation INFO: Iters: 33460/150000 || Lr: 0.015936 || Task Loss: 0.2979 || KD Loss: 0.0964|| 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, 6:49:04 || Estimated Time: 4 days, 11:20:10
2023-07-28 20:32:29,151 semantic_segmentation INFO: Iters: 33470/150000 || Lr: 0.015935 || Task Loss: 0.1881 || KD Loss: 0.0639|| 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: 1 day, 6:49:36 || Estimated Time: 4 days, 11:19:32
2023-07-28 20:33:00,968 semantic_segmentation INFO: Iters: 33480/150000 || Lr: 0.015934 || Task Loss: 0.2694 || KD Loss: 0.0799|| 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, 6:50:07 || Estimated Time: 4 days, 11:18:55
2023-07-28 20:33:32,914 semantic_segmentation INFO: Iters: 33490/150000 || Lr: 0.015932 || Task Loss: 0.5383 || KD Loss: 0.0907|| 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, 6:50:39 || Estimated Time: 4 days, 11:18:17
2023-07-28 20:34:04,648 semantic_segmentation INFO: Iters: 33500/150000 || Lr: 0.015931 || Task Loss: 0.1656 || KD Loss: 0.0454|| 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, 6:51:11 || Estimated Time: 4 days, 11:17:39
2023-07-28 20:34:36,494 semantic_segmentation INFO: Iters: 33510/150000 || Lr: 0.015930 || Task Loss: 0.1908 || KD Loss: 0.0605|| 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, 6:51:43 || Estimated Time: 4 days, 11:17:02
2023-07-28 20:35:08,341 semantic_segmentation INFO: Iters: 33520/150000 || Lr: 0.015929 || Task Loss: 0.3278 || KD Loss: 0.0932|| 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: 1 day, 6:52:15 || Estimated Time: 4 days, 11:16:24
2023-07-28 20:35:40,234 semantic_segmentation INFO: Iters: 33530/150000 || Lr: 0.015927 || Task Loss: 0.2198 || KD Loss: 0.0897|| 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, 6:52:47 || Estimated Time: 4 days, 11:15:46
2023-07-28 20:36:12,139 semantic_segmentation INFO: Iters: 33540/150000 || Lr: 0.015926 || Task Loss: 0.2043 || KD Loss: 0.0543|| 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, 6:53:18 || Estimated Time: 4 days, 11:15:09
2023-07-28 20:36:44,009 semantic_segmentation INFO: Iters: 33550/150000 || Lr: 0.015925 || Task Loss: 0.3691 || KD Loss: 0.1128|| 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, 6:53:50 || Estimated Time: 4 days, 11:14:31
2023-07-28 20:37:15,916 semantic_segmentation INFO: Iters: 33560/150000 || Lr: 0.015924 || Task Loss: 0.2577 || KD Loss: 0.0733|| 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, 6:54:22 || Estimated Time: 4 days, 11:13:54
2023-07-28 20:37:47,777 semantic_segmentation INFO: Iters: 33570/150000 || Lr: 0.015922 || Task Loss: 0.2619 || KD Loss: 0.0643|| 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: 1 day, 6:54:54 || Estimated Time: 4 days, 11:13:16
2023-07-28 20:38:19,710 semantic_segmentation INFO: Iters: 33580/150000 || Lr: 0.015921 || Task Loss: 0.1832 || KD Loss: 0.0498|| 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, 6:55:26 || Estimated Time: 4 days, 11:12:39
2023-07-28 20:38:51,677 semantic_segmentation INFO: Iters: 33590/150000 || Lr: 0.015920 || Task Loss: 0.2426 || KD Loss: 0.0699|| 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, 6:55:58 || Estimated Time: 4 days, 11:12:01
2023-07-28 20:39:24,762 semantic_segmentation INFO: Iters: 33600/150000 || Lr: 0.015919 || Task Loss: 0.2597 || KD Loss: 0.0787|| 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, 6:56:31 || Estimated Time: 4 days, 11:11:28
2023-07-28 20:39:24,833 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 20:39:25,650 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.957, mIoU: 0.397
2023-07-28 20:39:25,775 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.478
2023-07-28 20:39:25,898 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.967, mIoU: 0.480
2023-07-28 20:39:26,006 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.508
2023-07-28 20:39:26,115 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.966, mIoU: 0.499
2023-07-28 20:39:26,221 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.500
2023-07-28 20:39:26,327 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.958, mIoU: 0.501
2023-07-28 20:39:26,437 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.958, mIoU: 0.547
2023-07-28 20:39:26,542 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.957, mIoU: 0.593
2023-07-28 20:39:26,650 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.953, mIoU: 0.630
2023-07-28 20:39:26,756 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.950, mIoU: 0.640
2023-07-28 20:39:26,868 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.943, mIoU: 0.648
2023-07-28 20:39:26,979 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.935, mIoU: 0.629
2023-07-28 20:39:27,086 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.920, mIoU: 0.610
2023-07-28 20:39:27,196 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.916, mIoU: 0.592
2023-07-28 20:39:27,303 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.906, mIoU: 0.583
2023-07-28 20:39:27,411 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.905, mIoU: 0.593
2023-07-28 20:39:27,515 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.904, mIoU: 0.592
2023-07-28 20:39:27,619 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.906, mIoU: 0.603
2023-07-28 20:39:27,723 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.909, mIoU: 0.606
2023-07-28 20:39:27,832 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.909, mIoU: 0.610
2023-07-28 20:39:27,937 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.903, mIoU: 0.607
2023-07-28 20:39:28,046 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.904, mIoU: 0.611
2023-07-28 20:39:28,158 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.904, mIoU: 0.618
2023-07-28 20:39:28,262 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.896, mIoU: 0.627
2023-07-28 20:39:28,368 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.896, mIoU: 0.627
2023-07-28 20:39:28,478 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.891, mIoU: 0.614
2023-07-28 20:39:28,586 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.892, mIoU: 0.611
2023-07-28 20:39:28,692 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.891, mIoU: 0.616
2023-07-28 20:39:28,801 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.891, mIoU: 0.612
2023-07-28 20:39:28,910 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.890, mIoU: 0.610
2023-07-28 20:39:29,021 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.891, mIoU: 0.612
2023-07-28 20:39:29,126 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.894, mIoU: 0.617
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2023-07-28 20:39:29,337 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.895, mIoU: 0.615
2023-07-28 20:39:29,444 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.897, mIoU: 0.615
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2023-07-28 20:39:29,651 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.893, mIoU: 0.610
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2023-07-28 20:39:29,964 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.896, mIoU: 0.613
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2023-07-28 20:39:30,171 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.897, mIoU: 0.614
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2023-07-28 20:39:30,378 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.898, mIoU: 0.612
2023-07-28 20:39:30,485 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.899, mIoU: 0.614
2023-07-28 20:39:30,589 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.901, mIoU: 0.615
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2023-07-28 20:39:30,801 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.903, mIoU: 0.619
2023-07-28 20:39:30,910 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.904, mIoU: 0.621
2023-07-28 20:39:31,024 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.905, mIoU: 0.624
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2023-07-28 20:39:32,307 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.901, mIoU: 0.644
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2023-07-28 20:40:11,642 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.916, mIoU: 0.667
2023-07-28 20:40:11,746 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.916, mIoU: 0.667
2023-07-28 20:40:11,850 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.916, mIoU: 0.667
2023-07-28 20:40:11,956 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.916, mIoU: 0.667
2023-07-28 20:40:12,059 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.916, mIoU: 0.667
2023-07-28 20:40:12,165 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.916, mIoU: 0.667
2023-07-28 20:40:12,274 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.917, mIoU: 0.667
2023-07-28 20:40:12,385 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.917, mIoU: 0.667
2023-07-28 20:40:12,493 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.917, mIoU: 0.667
2023-07-28 20:40:12,600 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.917, mIoU: 0.667
2023-07-28 20:40:12,712 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.917, mIoU: 0.667
2023-07-28 20:40:12,822 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.917, mIoU: 0.668
2023-07-28 20:40:12,929 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.917, mIoU: 0.668
2023-07-28 20:40:13,038 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.917, mIoU: 0.668
2023-07-28 20:40:13,150 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.917, mIoU: 0.668
2023-07-28 20:40:13,259 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.917, mIoU: 0.668
2023-07-28 20:40:13,369 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.918, mIoU: 0.668
2023-07-28 20:40:13,480 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.918, mIoU: 0.668
2023-07-28 20:40:13,586 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.918, mIoU: 0.668
2023-07-28 20:40:13,691 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.918, mIoU: 0.668
2023-07-28 20:40:13,794 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.918, mIoU: 0.668
2023-07-28 20:40:13,898 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.918, mIoU: 0.668
2023-07-28 20:40:14,001 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.918, mIoU: 0.668
2023-07-28 20:40:14,105 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.918, mIoU: 0.668
2023-07-28 20:40:14,212 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.918, mIoU: 0.668
2023-07-28 20:40:14,320 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-28 20:40:14,427 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-28 20:40:14,540 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-28 20:40:14,660 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.919, mIoU: 0.669
2023-07-28 20:40:14,769 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.919, mIoU: 0.670
2023-07-28 20:40:14,875 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.919, mIoU: 0.670
2023-07-28 20:40:14,981 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.919, mIoU: 0.670
2023-07-28 20:40:15,084 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.919, mIoU: 0.670
2023-07-28 20:40:15,194 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.919, mIoU: 0.670
2023-07-28 20:40:15,299 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.919, mIoU: 0.670
2023-07-28 20:40:15,406 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.919, mIoU: 0.670
2023-07-28 20:40:15,509 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.919, mIoU: 0.670
2023-07-28 20:40:15,613 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.919, mIoU: 0.670
2023-07-28 20:40:15,720 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.919, mIoU: 0.671
2023-07-28 20:40:15,826 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.919, mIoU: 0.671
2023-07-28 20:40:15,932 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.919, mIoU: 0.671
2023-07-28 20:40:16,037 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.919, mIoU: 0.671
2023-07-28 20:40:16,140 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-28 20:40:16,248 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-28 20:40:16,351 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-28 20:40:16,456 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-28 20:40:16,559 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-28 20:40:16,661 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-28 20:40:16,766 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-28 20:40:16,870 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-28 20:40:16,974 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.920, mIoU: 0.671
2023-07-28 20:40:17,080 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-28 20:40:17,187 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-28 20:40:17,297 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-28 20:40:17,408 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.921, mIoU: 0.671
2023-07-28 20:40:17,528 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-28 20:40:17,634 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-28 20:40:17,740 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-28 20:40:17,844 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-28 20:40:17,948 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-28 20:40:18,053 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-28 20:40:18,159 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-28 20:40:18,263 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.921, mIoU: 0.672
2023-07-28 20:40:18,366 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-28 20:40:18,470 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-28 20:40:18,573 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-28 20:40:18,676 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-28 20:40:18,780 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-28 20:40:18,885 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-28 20:40:18,990 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-28 20:40:19,095 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-28 20:40:19,200 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-28 20:40:19,302 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.921, mIoU: 0.673
2023-07-28 20:40:51,667 semantic_segmentation INFO: Iters: 33610/150000 || Lr: 0.015918 || Task Loss: 0.2540 || KD Loss: 0.0967|| 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, 6:57:58 || Estimated Time: 4 days, 11:14:01
2023-07-28 20:41:23,458 semantic_segmentation INFO: Iters: 33620/150000 || Lr: 0.015916 || Task Loss: 0.1603 || KD Loss: 0.0535|| 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: 1 day, 6:58:30 || Estimated Time: 4 days, 11:13:23
2023-07-28 20:41:55,378 semantic_segmentation INFO: Iters: 33630/150000 || Lr: 0.015915 || Task Loss: 0.2441 || KD Loss: 0.0731|| 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, 6:59:02 || Estimated Time: 4 days, 11:12:46
2023-07-28 20:42:27,114 semantic_segmentation INFO: Iters: 33640/150000 || Lr: 0.015914 || Task Loss: 0.1830 || KD Loss: 0.0531|| 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, 6:59:33 || Estimated Time: 4 days, 11:12:08
2023-07-28 20:42:58,920 semantic_segmentation INFO: Iters: 33650/150000 || Lr: 0.015913 || Task Loss: 0.3319 || KD Loss: 0.1383|| 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: 1 day, 7:00:05 || Estimated Time: 4 days, 11:11:30
2023-07-28 20:43:30,792 semantic_segmentation INFO: Iters: 33660/150000 || Lr: 0.015911 || Task Loss: 0.1730 || KD Loss: 0.0512|| 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, 7:00:37 || Estimated Time: 4 days, 11:10:52
2023-07-28 20:44:02,633 semantic_segmentation INFO: Iters: 33670/150000 || Lr: 0.015910 || Task Loss: 0.2151 || KD Loss: 0.0587|| 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: 1 day, 7:01:09 || Estimated Time: 4 days, 11:10:14
2023-07-28 20:44:34,461 semantic_segmentation INFO: Iters: 33680/150000 || Lr: 0.015909 || Task Loss: 0.2718 || 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, 7:01:41 || Estimated Time: 4 days, 11:09:36
2023-07-28 20:45:06,327 semantic_segmentation INFO: Iters: 33690/150000 || Lr: 0.015908 || Task Loss: 0.1886 || KD Loss: 0.0585|| 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, 7:02:13 || Estimated Time: 4 days, 11:08:59
2023-07-28 20:45:38,150 semantic_segmentation INFO: Iters: 33700/150000 || Lr: 0.015906 || Task Loss: 0.1862 || KD Loss: 0.0607|| 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, 7:02:45 || Estimated Time: 4 days, 11:08:21
2023-07-28 20:46:09,930 semantic_segmentation INFO: Iters: 33710/150000 || Lr: 0.015905 || Task Loss: 0.2289 || KD Loss: 0.0533|| 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, 7:03:16 || Estimated Time: 4 days, 11:07:43
2023-07-28 20:46:41,841 semantic_segmentation INFO: Iters: 33720/150000 || Lr: 0.015904 || Task Loss: 0.1998 || KD Loss: 0.0706|| 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, 7:03:48 || Estimated Time: 4 days, 11:07:06
2023-07-28 20:47:13,618 semantic_segmentation INFO: Iters: 33730/150000 || Lr: 0.015903 || Task Loss: 0.2774 || KD Loss: 0.0623|| 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, 7:04:20 || Estimated Time: 4 days, 11:06:28
2023-07-28 20:47:45,531 semantic_segmentation INFO: Iters: 33740/150000 || Lr: 0.015902 || Task Loss: 0.2494 || KD Loss: 0.0801|| 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, 7:04:52 || Estimated Time: 4 days, 11:05:50
2023-07-28 20:48:17,362 semantic_segmentation INFO: Iters: 33750/150000 || Lr: 0.015900 || Task Loss: 0.2042 || KD Loss: 0.0536|| 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, 7:05:24 || Estimated Time: 4 days, 11:05:12
2023-07-28 20:48:49,259 semantic_segmentation INFO: Iters: 33760/150000 || Lr: 0.015899 || Task Loss: 0.1552 || KD Loss: 0.0691|| 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, 7:05:56 || Estimated Time: 4 days, 11:04:35
2023-07-28 20:49:21,190 semantic_segmentation INFO: Iters: 33770/150000 || Lr: 0.015898 || Task Loss: 0.2512 || KD Loss: 0.0771|| 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, 7:06:28 || Estimated Time: 4 days, 11:03:58
2023-07-28 20:49:53,054 semantic_segmentation INFO: Iters: 33780/150000 || Lr: 0.015897 || Task Loss: 0.3148 || KD Loss: 0.1033|| 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, 7:06:59 || Estimated Time: 4 days, 11:03:20
2023-07-28 20:50:24,892 semantic_segmentation INFO: Iters: 33790/150000 || Lr: 0.015895 || Task Loss: 0.2457 || KD Loss: 0.0955|| 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: 1 day, 7:07:31 || Estimated Time: 4 days, 11:02:42
2023-07-28 20:50:56,714 semantic_segmentation INFO: Iters: 33800/150000 || Lr: 0.015894 || Task Loss: 0.3465 || KD Loss: 0.1810|| 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, 7:08:03 || Estimated Time: 4 days, 11:02:04
2023-07-28 20:51:28,783 semantic_segmentation INFO: Iters: 33810/150000 || Lr: 0.015893 || Task Loss: 0.3831 || KD Loss: 0.1416|| 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: 1 day, 7:08:35 || Estimated Time: 4 days, 11:01:27
2023-07-28 20:52:00,645 semantic_segmentation INFO: Iters: 33820/150000 || Lr: 0.015892 || Task Loss: 0.2264 || KD Loss: 0.0746|| 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, 7:09:07 || Estimated Time: 4 days, 11:00:50
2023-07-28 20:52:32,577 semantic_segmentation INFO: Iters: 33830/150000 || Lr: 0.015890 || Task Loss: 0.2790 || KD Loss: 0.0940|| 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, 7:09:39 || Estimated Time: 4 days, 11:00:12
2023-07-28 20:53:04,435 semantic_segmentation INFO: Iters: 33840/150000 || Lr: 0.015889 || Task Loss: 0.4011 || KD Loss: 0.1313|| 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: 1 day, 7:10:11 || Estimated Time: 4 days, 10:59:35
2023-07-28 20:53:36,304 semantic_segmentation INFO: Iters: 33850/150000 || Lr: 0.015888 || Task Loss: 0.3111 || KD Loss: 0.1021|| 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, 7:10:43 || Estimated Time: 4 days, 10:58:57
2023-07-28 20:54:08,217 semantic_segmentation INFO: Iters: 33860/150000 || Lr: 0.015887 || Task Loss: 0.3341 || KD Loss: 0.1291|| 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, 7:11:15 || Estimated Time: 4 days, 10:58:20
2023-07-28 20:54:40,064 semantic_segmentation INFO: Iters: 33870/150000 || Lr: 0.015886 || Task Loss: 0.2103 || KD Loss: 0.0584|| 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: 1 day, 7:11:46 || Estimated Time: 4 days, 10:57:42
2023-07-28 20:55:11,809 semantic_segmentation INFO: Iters: 33880/150000 || Lr: 0.015884 || Task Loss: 0.1979 || KD Loss: 0.0523|| 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: 1 day, 7:12:18 || Estimated Time: 4 days, 10:57:04
2023-07-28 20:55:43,704 semantic_segmentation INFO: Iters: 33890/150000 || Lr: 0.015883 || Task Loss: 0.2684 || KD Loss: 0.0722|| 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, 7:12:50 || Estimated Time: 4 days, 10:56:27
2023-07-28 20:56:15,520 semantic_segmentation INFO: Iters: 33900/150000 || Lr: 0.015882 || Task Loss: 0.2244 || KD Loss: 0.0850|| 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, 7:13:22 || Estimated Time: 4 days, 10:55:49
2023-07-28 20:56:47,423 semantic_segmentation INFO: Iters: 33910/150000 || Lr: 0.015881 || Task Loss: 0.2160 || KD Loss: 0.0710|| 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, 7:13:54 || Estimated Time: 4 days, 10:55:11
2023-07-28 20:57:19,205 semantic_segmentation INFO: Iters: 33920/150000 || Lr: 0.015879 || Task Loss: 0.1722 || KD Loss: 0.0669|| 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, 7:14:26 || Estimated Time: 4 days, 10:54:34
2023-07-28 20:57:50,981 semantic_segmentation INFO: Iters: 33930/150000 || Lr: 0.015878 || Task Loss: 0.2553 || KD Loss: 0.0816|| 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, 7:14:57 || Estimated Time: 4 days, 10:53:56
2023-07-28 20:58:22,758 semantic_segmentation INFO: Iters: 33940/150000 || Lr: 0.015877 || Task Loss: 0.2034 || KD Loss: 0.0638|| 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, 7:15:29 || Estimated Time: 4 days, 10:53:18
2023-07-28 20:58:54,637 semantic_segmentation INFO: Iters: 33950/150000 || Lr: 0.015876 || Task Loss: 0.3806 || KD Loss: 0.0866|| 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, 7:16:01 || Estimated Time: 4 days, 10:52:40
2023-07-28 20:59:26,447 semantic_segmentation INFO: Iters: 33960/150000 || Lr: 0.015874 || Task Loss: 0.2838 || KD Loss: 0.0862|| 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, 7:16:33 || Estimated Time: 4 days, 10:52:03
2023-07-28 20:59:58,228 semantic_segmentation INFO: Iters: 33970/150000 || Lr: 0.015873 || Task Loss: 0.2563 || KD Loss: 0.0852|| 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, 7:17:05 || Estimated Time: 4 days, 10:51:25
2023-07-28 21:00:30,088 semantic_segmentation INFO: Iters: 33980/150000 || Lr: 0.015872 || Task Loss: 0.1754 || KD Loss: 0.0665|| 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, 7:17:36 || Estimated Time: 4 days, 10:50:47
2023-07-28 21:01:01,847 semantic_segmentation INFO: Iters: 33990/150000 || Lr: 0.015871 || Task Loss: 0.2759 || KD Loss: 0.0746|| 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: 1 day, 7:18:08 || Estimated Time: 4 days, 10:50:09
2023-07-28 21:01:34,357 semantic_segmentation INFO: Iters: 34000/150000 || Lr: 0.015870 || Task Loss: 0.2456 || KD Loss: 0.0741|| 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, 7:18:41 || Estimated Time: 4 days, 10:49:34
2023-07-28 21:02:06,940 semantic_segmentation INFO: Iters: 34010/150000 || Lr: 0.015868 || Task Loss: 0.1778 || KD Loss: 0.0471|| 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, 7:19:13 || Estimated Time: 4 days, 10:48:59
2023-07-28 21:02:38,688 semantic_segmentation INFO: Iters: 34020/150000 || Lr: 0.015867 || Task Loss: 0.2678 || KD Loss: 0.0928|| 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, 7:19:45 || Estimated Time: 4 days, 10:48:21
2023-07-28 21:03:10,481 semantic_segmentation INFO: Iters: 34030/150000 || Lr: 0.015866 || Task Loss: 0.2424 || KD Loss: 0.0704|| 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, 7:20:17 || Estimated Time: 4 days, 10:47:43
2023-07-28 21:03:42,315 semantic_segmentation INFO: Iters: 34040/150000 || Lr: 0.015865 || Task Loss: 0.1885 || KD Loss: 0.0658|| 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, 7:20:49 || Estimated Time: 4 days, 10:47:05
2023-07-28 21:04:14,042 semantic_segmentation INFO: Iters: 34050/150000 || Lr: 0.015863 || Task Loss: 0.1808 || KD Loss: 0.0595|| 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, 7:21:20 || Estimated Time: 4 days, 10:46:27
2023-07-28 21:04:45,858 semantic_segmentation INFO: Iters: 34060/150000 || Lr: 0.015862 || Task Loss: 0.2245 || KD Loss: 0.0713|| 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: 1 day, 7:21:52 || Estimated Time: 4 days, 10:45:50
2023-07-28 21:05:17,721 semantic_segmentation INFO: Iters: 34070/150000 || Lr: 0.015861 || Task Loss: 0.2058 || KD Loss: 0.0916|| 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, 7:22:24 || Estimated Time: 4 days, 10:45:12
2023-07-28 21:05:49,686 semantic_segmentation INFO: Iters: 34080/150000 || Lr: 0.015860 || Task Loss: 0.3028 || KD Loss: 0.0750|| 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, 7:22:56 || Estimated Time: 4 days, 10:44:35
2023-07-28 21:06:21,413 semantic_segmentation INFO: Iters: 34090/150000 || Lr: 0.015858 || Task Loss: 0.2612 || KD Loss: 0.0798|| 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, 7:23:28 || Estimated Time: 4 days, 10:43:57
2023-07-28 21:06:53,258 semantic_segmentation INFO: Iters: 34100/150000 || Lr: 0.015857 || Task Loss: 0.2092 || KD Loss: 0.0694|| 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: 1 day, 7:24:00 || Estimated Time: 4 days, 10:43:20
2023-07-28 21:07:25,116 semantic_segmentation INFO: Iters: 34110/150000 || Lr: 0.015856 || Task Loss: 0.1928 || KD Loss: 0.0496|| 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, 7:24:31 || Estimated Time: 4 days, 10:42:42
2023-07-28 21:07:56,854 semantic_segmentation INFO: Iters: 34120/150000 || Lr: 0.015855 || Task Loss: 0.1836 || KD Loss: 0.0530|| 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: 1 day, 7:25:03 || Estimated Time: 4 days, 10:42:04
2023-07-28 21:08:28,668 semantic_segmentation INFO: Iters: 34130/150000 || Lr: 0.015853 || Task Loss: 0.3011 || KD Loss: 0.1087|| 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: 1 day, 7:25:35 || Estimated Time: 4 days, 10:41:26
2023-07-28 21:09:00,460 semantic_segmentation INFO: Iters: 34140/150000 || Lr: 0.015852 || Task Loss: 0.2499 || KD Loss: 0.0731|| 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, 7:26:07 || Estimated Time: 4 days, 10:40:49
2023-07-28 21:09:32,179 semantic_segmentation INFO: Iters: 34150/150000 || Lr: 0.015851 || Task Loss: 0.3174 || KD Loss: 0.1084|| 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, 7:26:39 || Estimated Time: 4 days, 10:40:11
2023-07-28 21:10:04,036 semantic_segmentation INFO: Iters: 34160/150000 || Lr: 0.015850 || Task Loss: 0.2491 || KD Loss: 0.0992|| 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, 7:27:10 || Estimated Time: 4 days, 10:39:33
2023-07-28 21:10:35,870 semantic_segmentation INFO: Iters: 34170/150000 || Lr: 0.015849 || Task Loss: 0.4583 || KD Loss: 0.2215|| 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, 7:27:42 || Estimated Time: 4 days, 10:38:56
2023-07-28 21:11:07,733 semantic_segmentation INFO: Iters: 34180/150000 || Lr: 0.015847 || Task Loss: 0.2030 || KD Loss: 0.0692|| 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: 1 day, 7:28:14 || Estimated Time: 4 days, 10:38:18
2023-07-28 21:11:39,466 semantic_segmentation INFO: Iters: 34190/150000 || Lr: 0.015846 || Task Loss: 0.2465 || KD Loss: 0.0857|| 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, 7:28:46 || Estimated Time: 4 days, 10:37:40
2023-07-28 21:12:11,313 semantic_segmentation INFO: Iters: 34200/150000 || Lr: 0.015845 || Task Loss: 0.2861 || KD Loss: 0.1031|| 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: 1 day, 7:29:18 || Estimated Time: 4 days, 10:37:03
2023-07-28 21:12:43,046 semantic_segmentation INFO: Iters: 34210/150000 || Lr: 0.015844 || Task Loss: 0.3567 || KD Loss: 0.1108|| 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, 7:29:49 || Estimated Time: 4 days, 10:36:25
2023-07-28 21:13:14,910 semantic_segmentation INFO: Iters: 34220/150000 || Lr: 0.015842 || Task Loss: 0.4404 || KD Loss: 0.1662|| 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, 7:30:21 || Estimated Time: 4 days, 10:35:47
2023-07-28 21:13:46,633 semantic_segmentation INFO: Iters: 34230/150000 || Lr: 0.015841 || Task Loss: 0.2863 || KD Loss: 0.0911|| 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, 7:30:53 || Estimated Time: 4 days, 10:35:09
2023-07-28 21:14:18,418 semantic_segmentation INFO: Iters: 34240/150000 || Lr: 0.015840 || Task Loss: 0.2497 || KD Loss: 0.0777|| 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: 1 day, 7:31:25 || Estimated Time: 4 days, 10:34:31
2023-07-28 21:14:50,204 semantic_segmentation INFO: Iters: 34250/150000 || Lr: 0.015839 || Task Loss: 0.1918 || KD Loss: 0.0582|| 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: 1 day, 7:31:57 || Estimated Time: 4 days, 10:33:54
2023-07-28 21:15:21,968 semantic_segmentation INFO: Iters: 34260/150000 || Lr: 0.015837 || Task Loss: 0.1832 || KD Loss: 0.0565|| 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, 7:32:28 || Estimated Time: 4 days, 10:33:16
2023-07-28 21:15:53,722 semantic_segmentation INFO: Iters: 34270/150000 || Lr: 0.015836 || Task Loss: 0.2294 || KD Loss: 0.0610|| 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: 1 day, 7:33:00 || Estimated Time: 4 days, 10:32:38
2023-07-28 21:16:25,467 semantic_segmentation INFO: Iters: 34280/150000 || Lr: 0.015835 || Task Loss: 0.2106 || KD Loss: 0.1007|| 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, 7:33:32 || Estimated Time: 4 days, 10:32:00
2023-07-28 21:16:57,296 semantic_segmentation INFO: Iters: 34290/150000 || Lr: 0.015834 || Task Loss: 0.2959 || KD Loss: 0.0851|| 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: 1 day, 7:34:04 || Estimated Time: 4 days, 10:31:23
2023-07-28 21:17:29,066 semantic_segmentation INFO: Iters: 34300/150000 || Lr: 0.015833 || Task Loss: 0.2430 || KD Loss: 0.0681|| 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, 7:34:35 || Estimated Time: 4 days, 10:30:45
2023-07-28 21:18:00,861 semantic_segmentation INFO: Iters: 34310/150000 || Lr: 0.015831 || Task Loss: 0.1849 || KD Loss: 0.0402|| 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: 1 day, 7:35:07 || Estimated Time: 4 days, 10:30:07
2023-07-28 21:18:32,756 semantic_segmentation INFO: Iters: 34320/150000 || Lr: 0.015830 || Task Loss: 0.1849 || KD Loss: 0.0641|| 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, 7:35:39 || Estimated Time: 4 days, 10:29:30
2023-07-28 21:19:04,492 semantic_segmentation INFO: Iters: 34330/150000 || Lr: 0.015829 || Task Loss: 0.2336 || KD Loss: 0.0660|| 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, 7:36:11 || Estimated Time: 4 days, 10:28:52
2023-07-28 21:19:36,280 semantic_segmentation INFO: Iters: 34340/150000 || Lr: 0.015828 || Task Loss: 0.4193 || KD Loss: 0.1406|| 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, 7:36:43 || Estimated Time: 4 days, 10:28:14
2023-07-28 21:20:08,086 semantic_segmentation INFO: Iters: 34350/150000 || Lr: 0.015826 || Task Loss: 0.1924 || KD Loss: 0.0503|| 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, 7:37:14 || Estimated Time: 4 days, 10:27:37
2023-07-28 21:20:39,931 semantic_segmentation INFO: Iters: 34360/150000 || Lr: 0.015825 || Task Loss: 0.2153 || KD Loss: 0.0507|| 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, 7:37:46 || Estimated Time: 4 days, 10:26:59
2023-07-28 21:21:11,770 semantic_segmentation INFO: Iters: 34370/150000 || Lr: 0.015824 || Task Loss: 0.2790 || KD Loss: 0.0908|| 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: 1 day, 7:38:18 || Estimated Time: 4 days, 10:26:22
2023-07-28 21:21:43,614 semantic_segmentation INFO: Iters: 34380/150000 || Lr: 0.015823 || Task Loss: 0.2368 || KD Loss: 0.0646|| 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, 7:38:50 || Estimated Time: 4 days, 10:25:44
2023-07-28 21:22:15,366 semantic_segmentation INFO: Iters: 34390/150000 || Lr: 0.015821 || Task Loss: 0.1644 || KD Loss: 0.0543|| 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, 7:39:22 || Estimated Time: 4 days, 10:25:06
2023-07-28 21:22:47,176 semantic_segmentation INFO: Iters: 34400/150000 || Lr: 0.015820 || Task Loss: 0.3152 || KD Loss: 0.1215|| 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: 1 day, 7:39:54 || Estimated Time: 4 days, 10:24:29
2023-07-28 21:22:47,246 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 21:22:48,159 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.943, mIoU: 0.390
2023-07-28 21:22:48,270 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.959, mIoU: 0.474
2023-07-28 21:22:48,375 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.484
2023-07-28 21:22:48,481 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.963, mIoU: 0.513
2023-07-28 21:22:48,587 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.508
2023-07-28 21:22:48,693 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.509
2023-07-28 21:22:48,799 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.536
2023-07-28 21:22:48,904 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.586
2023-07-28 21:22:49,011 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.611
2023-07-28 21:22:49,119 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.655
2023-07-28 21:22:49,227 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.657
2023-07-28 21:22:49,333 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.674
2023-07-28 21:22:49,441 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.957, mIoU: 0.673
2023-07-28 21:22:49,548 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.952, mIoU: 0.658
2023-07-28 21:22:49,653 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.666
2023-07-28 21:22:49,761 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.656
2023-07-28 21:22:49,867 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.948, mIoU: 0.657
2023-07-28 21:22:49,971 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.948, mIoU: 0.662
2023-07-28 21:22:50,073 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.947, mIoU: 0.669
2023-07-28 21:22:50,177 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.945, mIoU: 0.674
2023-07-28 21:22:50,280 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.674
2023-07-28 21:22:50,382 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-28 21:22:50,485 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 21:22:50,588 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.943, mIoU: 0.701
2023-07-28 21:22:50,693 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.941, mIoU: 0.709
2023-07-28 21:22:50,797 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.941, mIoU: 0.710
2023-07-28 21:22:50,903 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.940, mIoU: 0.702
2023-07-28 21:22:51,009 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.938, mIoU: 0.696
2023-07-28 21:22:51,116 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.938, mIoU: 0.692
2023-07-28 21:22:51,222 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.938, mIoU: 0.703
2023-07-28 21:22:51,328 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.938, mIoU: 0.701
2023-07-28 21:22:51,433 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.698
2023-07-28 21:22:51,540 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.700
2023-07-28 21:22:51,646 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.698
2023-07-28 21:22:51,757 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.938, mIoU: 0.698
2023-07-28 21:22:51,864 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.938, mIoU: 0.697
2023-07-28 21:22:51,976 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.938, mIoU: 0.694
2023-07-28 21:22:52,083 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.937, mIoU: 0.693
2023-07-28 21:22:52,192 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.936, mIoU: 0.687
2023-07-28 21:22:52,301 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.937, mIoU: 0.687
2023-07-28 21:22:52,412 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.937, mIoU: 0.689
2023-07-28 21:22:52,519 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.938, mIoU: 0.689
2023-07-28 21:22:52,626 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.938, mIoU: 0.690
2023-07-28 21:22:52,732 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.691
2023-07-28 21:22:52,835 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.939, mIoU: 0.690
2023-07-28 21:22:52,939 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.940, mIoU: 0.689
2023-07-28 21:22:53,043 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.940, mIoU: 0.689
2023-07-28 21:22:53,147 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.941, mIoU: 0.689
2023-07-28 21:22:53,251 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.688
2023-07-28 21:22:53,353 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.940, mIoU: 0.689
2023-07-28 21:22:53,457 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.940, mIoU: 0.690
2023-07-28 21:22:53,563 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.939, mIoU: 0.686
2023-07-28 21:22:53,666 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-28 21:22:53,772 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.937, mIoU: 0.688
2023-07-28 21:22:53,880 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.687
2023-07-28 21:22:53,992 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.686
2023-07-28 21:22:54,099 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.937, mIoU: 0.686
2023-07-28 21:22:54,205 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.937, mIoU: 0.692
2023-07-28 21:22:54,312 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.695
2023-07-28 21:22:54,419 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.937, mIoU: 0.694
2023-07-28 21:22:54,524 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.937, mIoU: 0.697
2023-07-28 21:22:54,629 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.937, mIoU: 0.699
2023-07-28 21:22:54,738 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.937, mIoU: 0.698
2023-07-28 21:22:54,846 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.936, mIoU: 0.701
2023-07-28 21:22:54,953 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.937, mIoU: 0.704
2023-07-28 21:22:55,059 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.936, mIoU: 0.704
2023-07-28 21:22:55,168 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.936, mIoU: 0.703
2023-07-28 21:22:55,278 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.936, mIoU: 0.705
2023-07-28 21:22:55,383 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.936, mIoU: 0.704
2023-07-28 21:22:55,489 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.936, mIoU: 0.704
2023-07-28 21:22:55,594 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.936, mIoU: 0.704
2023-07-28 21:22:55,698 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.937, mIoU: 0.704
2023-07-28 21:22:55,803 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.937, mIoU: 0.704
2023-07-28 21:22:55,907 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.937, mIoU: 0.704
2023-07-28 21:22:56,011 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.937, mIoU: 0.705
2023-07-28 21:22:56,113 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.937, mIoU: 0.705
2023-07-28 21:22:56,216 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.937, mIoU: 0.705
2023-07-28 21:22:56,318 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.937, mIoU: 0.704
2023-07-28 21:22:56,423 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.937, mIoU: 0.704
2023-07-28 21:22:56,533 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.937, mIoU: 0.706
2023-07-28 21:22:56,637 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.937, mIoU: 0.707
2023-07-28 21:22:56,743 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.937, mIoU: 0.706
2023-07-28 21:22:56,848 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.937, mIoU: 0.706
2023-07-28 21:22:56,951 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.936, mIoU: 0.703
2023-07-28 21:22:57,056 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-28 21:22:57,160 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-28 21:22:57,266 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-28 21:22:57,375 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-28 21:22:57,488 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-28 21:22:57,594 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.935, mIoU: 0.698
2023-07-28 21:22:57,699 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.935, mIoU: 0.699
2023-07-28 21:22:57,809 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.934, mIoU: 0.692
2023-07-28 21:22:57,921 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.933, mIoU: 0.691
2023-07-28 21:22:58,037 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.934, mIoU: 0.692
2023-07-28 21:22:58,150 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.934, mIoU: 0.692
2023-07-28 21:22:58,259 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.934, mIoU: 0.692
2023-07-28 21:22:58,366 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.934, mIoU: 0.691
2023-07-28 21:22:58,470 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.934, mIoU: 0.691
2023-07-28 21:22:58,575 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.933, mIoU: 0.690
2023-07-28 21:22:58,679 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.933, mIoU: 0.690
2023-07-28 21:22:58,785 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.932, mIoU: 0.689
2023-07-28 21:22:58,890 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.931, mIoU: 0.688
2023-07-28 21:22:58,996 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-28 21:22:59,106 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-28 21:22:59,218 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.931, mIoU: 0.687
2023-07-28 21:22:59,336 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.932, mIoU: 0.687
2023-07-28 21:22:59,443 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.932, mIoU: 0.686
2023-07-28 21:22:59,547 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.932, mIoU: 0.687
2023-07-28 21:22:59,659 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.932, mIoU: 0.687
2023-07-28 21:22:59,772 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.932, mIoU: 0.687
2023-07-28 21:22:59,884 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.932, mIoU: 0.687
2023-07-28 21:22:59,996 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.932, mIoU: 0.686
2023-07-28 21:23:00,107 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.932, mIoU: 0.686
2023-07-28 21:23:00,216 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.932, mIoU: 0.686
2023-07-28 21:23:00,320 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.932, mIoU: 0.686
2023-07-28 21:23:00,425 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.932, mIoU: 0.685
2023-07-28 21:23:00,528 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.932, mIoU: 0.692
2023-07-28 21:23:00,632 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-28 21:23:00,736 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-28 21:23:00,841 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-28 21:23:00,946 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-28 21:23:01,057 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-28 21:23:01,174 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.931, mIoU: 0.694
2023-07-28 21:23:01,279 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-28 21:23:01,384 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-28 21:23:01,492 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-28 21:23:01,600 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.931, mIoU: 0.697
2023-07-28 21:23:01,707 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-28 21:23:01,815 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-28 21:23:01,923 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-28 21:23:02,031 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.932, mIoU: 0.697
2023-07-28 21:23:02,142 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-28 21:23:02,251 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-28 21:23:02,356 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-28 21:23:02,463 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.933, mIoU: 0.693
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2023-07-28 21:23:23,471 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-28 21:23:23,576 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-28 21:23:23,681 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-28 21:23:23,789 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.936, mIoU: 0.680
2023-07-28 21:23:23,900 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-28 21:23:24,008 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-28 21:23:24,117 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-28 21:23:24,228 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-28 21:23:24,338 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-28 21:23:24,450 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-28 21:23:24,557 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.936, mIoU: 0.682
2023-07-28 21:23:24,664 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.936, mIoU: 0.682
2023-07-28 21:23:24,770 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-28 21:23:24,878 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-28 21:23:24,985 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-28 21:23:25,089 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-28 21:23:25,194 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-28 21:23:25,302 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-28 21:23:25,414 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-28 21:23:25,519 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-28 21:23:25,623 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-28 21:23:25,729 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-28 21:23:25,835 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-28 21:23:25,941 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-28 21:23:26,053 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-28 21:23:26,170 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-28 21:23:26,279 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-28 21:23:26,385 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-28 21:23:26,498 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-28 21:23:26,607 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-28 21:23:26,714 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-28 21:23:26,821 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-28 21:23:26,926 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-28 21:23:27,031 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-28 21:23:27,136 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-28 21:23:27,242 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-28 21:23:27,347 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-28 21:23:27,451 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-28 21:23:27,555 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-28 21:23:27,660 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-28 21:23:27,765 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.939, mIoU: 0.686
2023-07-28 21:23:27,869 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.939, mIoU: 0.686
2023-07-28 21:23:27,973 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.939, mIoU: 0.686
2023-07-28 21:23:28,080 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.939, mIoU: 0.686
2023-07-28 21:23:28,185 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.939, mIoU: 0.686
2023-07-28 21:23:28,290 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.939, mIoU: 0.685
2023-07-28 21:23:28,396 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.939, mIoU: 0.686
2023-07-28 21:23:28,507 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.939, mIoU: 0.686
2023-07-28 21:23:28,621 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.939, mIoU: 0.686
2023-07-28 21:23:28,729 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.939, mIoU: 0.686
2023-07-28 21:23:28,838 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.939, mIoU: 0.686
2023-07-28 21:23:28,951 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.939, mIoU: 0.686
2023-07-28 21:23:29,064 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.939, mIoU: 0.686
2023-07-28 21:23:29,177 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.939, mIoU: 0.687
2023-07-28 21:23:29,290 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.939, mIoU: 0.687
2023-07-28 21:23:29,400 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.939, mIoU: 0.687
2023-07-28 21:23:29,508 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.939, mIoU: 0.687
2023-07-28 21:23:29,614 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.939, mIoU: 0.687
2023-07-28 21:23:29,724 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.939, mIoU: 0.688
2023-07-28 21:23:29,838 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.939, mIoU: 0.688
2023-07-28 21:23:29,947 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.940, mIoU: 0.688
2023-07-28 21:23:30,056 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.940, mIoU: 0.688
2023-07-28 21:23:30,167 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.940, mIoU: 0.688
2023-07-28 21:23:30,281 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.940, mIoU: 0.688
2023-07-28 21:23:30,392 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.940, mIoU: 0.688
2023-07-28 21:23:30,506 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.940, mIoU: 0.688
2023-07-28 21:23:30,619 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.940, mIoU: 0.688
2023-07-28 21:23:30,732 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.940, mIoU: 0.688
2023-07-28 21:23:30,841 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.940, mIoU: 0.688
2023-07-28 21:23:30,945 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.940, mIoU: 0.688
2023-07-28 21:23:31,052 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.940, mIoU: 0.688
2023-07-28 21:23:31,161 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.940, mIoU: 0.688
2023-07-28 21:23:31,273 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.941, mIoU: 0.688
2023-07-28 21:23:31,383 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.941, mIoU: 0.689
2023-07-28 21:23:31,493 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.941, mIoU: 0.689
2023-07-28 21:23:31,603 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.941, mIoU: 0.689
2023-07-28 21:23:31,713 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.941, mIoU: 0.689
2023-07-28 21:23:31,826 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.941, mIoU: 0.689
2023-07-28 21:23:31,935 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.941, mIoU: 0.690
2023-07-28 21:23:32,040 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.941, mIoU: 0.690
2023-07-28 21:23:32,146 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.941, mIoU: 0.690
2023-07-28 21:23:32,253 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.941, mIoU: 0.690
2023-07-28 21:23:32,359 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.941, mIoU: 0.690
2023-07-28 21:23:32,462 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.941, mIoU: 0.690
2023-07-28 21:23:32,567 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.941, mIoU: 0.690
2023-07-28 21:23:32,672 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.941, mIoU: 0.690
2023-07-28 21:23:32,778 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.941, mIoU: 0.691
2023-07-28 21:23:32,881 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.941, mIoU: 0.691
2023-07-28 21:23:32,985 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.941, mIoU: 0.691
2023-07-28 21:23:33,092 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.941, mIoU: 0.691
2023-07-28 21:23:33,196 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.942, mIoU: 0.691
2023-07-28 21:23:33,301 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.942, mIoU: 0.691
2023-07-28 21:23:33,407 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.942, mIoU: 0.691
2023-07-28 21:23:33,511 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.942, mIoU: 0.691
2023-07-28 21:23:33,621 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.942, mIoU: 0.691
2023-07-28 21:23:33,734 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.942, mIoU: 0.692
2023-07-28 21:23:33,840 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.942, mIoU: 0.691
2023-07-28 21:23:33,947 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.942, mIoU: 0.691
2023-07-28 21:23:34,059 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.942, mIoU: 0.691
2023-07-28 21:23:34,169 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.942, mIoU: 0.692
2023-07-28 21:23:34,278 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.942, mIoU: 0.691
2023-07-28 21:23:34,387 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.942, mIoU: 0.691
2023-07-28 21:23:34,496 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.942, mIoU: 0.691
2023-07-28 21:23:34,607 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.942, mIoU: 0.691
2023-07-28 21:23:34,711 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.942, mIoU: 0.691
2023-07-28 21:23:34,818 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.942, mIoU: 0.692
2023-07-28 21:23:34,921 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.942, mIoU: 0.692
2023-07-28 21:23:35,025 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.942, mIoU: 0.692
2023-07-28 21:23:35,129 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-28 21:23:35,233 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-28 21:23:35,338 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-28 21:23:35,442 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-28 21:23:35,547 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-28 21:23:35,652 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-28 21:23:35,757 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-28 21:23:35,863 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-28 21:23:35,967 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-28 21:23:36,072 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-28 21:23:36,178 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-28 21:23:36,289 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-28 21:23:36,405 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-28 21:23:36,513 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-28 21:23:36,618 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-28 21:23:36,731 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.943, mIoU: 0.693
2023-07-28 21:23:36,845 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.943, mIoU: 0.693
2023-07-28 21:23:36,957 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.943, mIoU: 0.693
2023-07-28 21:23:37,070 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.943, mIoU: 0.693
2023-07-28 21:23:37,177 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-28 21:23:37,278 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-28 21:23:37,384 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-28 21:23:37,488 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-28 21:23:37,593 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-28 21:23:37,700 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-28 21:23:37,806 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-28 21:23:37,913 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-28 21:23:38,019 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 21:23:38,125 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-28 21:23:38,231 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-28 21:23:38,340 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-28 21:23:38,453 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-28 21:23:38,563 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-28 21:23:38,670 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-28 21:23:38,785 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-28 21:23:38,895 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-28 21:23:39,010 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-28 21:23:39,125 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-28 21:23:39,233 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 21:23:39,339 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 21:23:39,444 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 21:23:39,553 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 21:23:39,665 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-28 21:23:39,780 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-28 21:23:39,895 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 21:23:40,002 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 21:23:40,109 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 21:23:40,222 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 21:23:40,338 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 21:23:40,447 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 21:23:40,557 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 21:23:40,665 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 21:23:40,773 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 21:23:40,876 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 21:23:40,978 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-28 21:23:41,082 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-28 21:23:41,185 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-28 21:23:41,290 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-28 21:23:41,393 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-28 21:23:41,496 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-28 21:23:41,602 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-28 21:24:14,971 semantic_segmentation INFO: Iters: 34410/150000 || Lr: 0.015819 || Task Loss: 0.2658 || KD Loss: 0.0812|| 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, 7:41:21 || Estimated Time: 4 days, 10:26:59
2023-07-28 21:24:46,901 semantic_segmentation INFO: Iters: 34420/150000 || Lr: 0.015818 || Task Loss: 0.2344 || KD Loss: 0.0844|| 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: 1 day, 7:41:53 || Estimated Time: 4 days, 10:26:22
2023-07-28 21:25:18,639 semantic_segmentation INFO: Iters: 34430/150000 || Lr: 0.015817 || Task Loss: 0.1906 || KD Loss: 0.0426|| 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, 7:42:25 || Estimated Time: 4 days, 10:25:44
2023-07-28 21:25:50,439 semantic_segmentation INFO: Iters: 34440/150000 || Lr: 0.015815 || Task Loss: 0.2715 || KD Loss: 0.0668|| 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, 7:42:57 || Estimated Time: 4 days, 10:25:06
2023-07-28 21:26:22,210 semantic_segmentation INFO: Iters: 34450/150000 || Lr: 0.015814 || Task Loss: 0.2925 || KD Loss: 0.1157|| 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, 7:43:29 || Estimated Time: 4 days, 10:24:29
2023-07-28 21:26:54,030 semantic_segmentation INFO: Iters: 34460/150000 || Lr: 0.015813 || Task Loss: 0.2950 || KD Loss: 0.1287|| 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, 7:44:00 || Estimated Time: 4 days, 10:23:51
2023-07-28 21:27:25,862 semantic_segmentation INFO: Iters: 34470/150000 || Lr: 0.015812 || Task Loss: 0.3446 || KD Loss: 0.1028|| 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, 7:44:32 || Estimated Time: 4 days, 10:23:13
2023-07-28 21:27:57,694 semantic_segmentation INFO: Iters: 34480/150000 || Lr: 0.015810 || Task Loss: 0.2566 || KD Loss: 0.0797|| 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, 7:45:04 || Estimated Time: 4 days, 10:22:36
2023-07-28 21:28:29,441 semantic_segmentation INFO: Iters: 34490/150000 || Lr: 0.015809 || Task Loss: 0.2862 || KD Loss: 0.1036|| 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, 7:45:36 || Estimated Time: 4 days, 10:21:58
2023-07-28 21:29:01,233 semantic_segmentation INFO: Iters: 34500/150000 || Lr: 0.015808 || Task Loss: 0.2630 || KD Loss: 0.1146|| 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, 7:46:08 || Estimated Time: 4 days, 10:21:20
2023-07-28 21:29:33,068 semantic_segmentation INFO: Iters: 34510/150000 || Lr: 0.015807 || Task Loss: 0.3884 || KD Loss: 0.1476|| 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: 1 day, 7:46:39 || Estimated Time: 4 days, 10:20:43
2023-07-28 21:30:04,866 semantic_segmentation INFO: Iters: 34520/150000 || Lr: 0.015805 || Task Loss: 0.2523 || KD Loss: 0.0640|| 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, 7:47:11 || Estimated Time: 4 days, 10:20:05
2023-07-28 21:30:36,697 semantic_segmentation INFO: Iters: 34530/150000 || Lr: 0.015804 || Task Loss: 0.2389 || KD Loss: 0.0690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1318|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:47:43 || Estimated Time: 4 days, 10:19:28
2023-07-28 21:31:08,461 semantic_segmentation INFO: Iters: 34540/150000 || Lr: 0.015803 || Task Loss: 0.2012 || KD Loss: 0.0532|| 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, 7:48:15 || Estimated Time: 4 days, 10:18:50
2023-07-28 21:31:40,290 semantic_segmentation INFO: Iters: 34550/150000 || Lr: 0.015802 || Task Loss: 0.2489 || KD Loss: 0.0638|| 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: 1 day, 7:48:47 || Estimated Time: 4 days, 10:18:12
2023-07-28 21:32:12,132 semantic_segmentation INFO: Iters: 34560/150000 || Lr: 0.015801 || Task Loss: 0.2352 || KD Loss: 0.0600|| 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, 7:49:18 || Estimated Time: 4 days, 10:17:35
2023-07-28 21:32:43,894 semantic_segmentation INFO: Iters: 34570/150000 || Lr: 0.015799 || Task Loss: 0.2871 || KD Loss: 0.0804|| 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: 1 day, 7:49:50 || Estimated Time: 4 days, 10:16:57
2023-07-28 21:33:15,646 semantic_segmentation INFO: Iters: 34580/150000 || Lr: 0.015798 || Task Loss: 0.2194 || KD Loss: 0.0761|| 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, 7:50:22 || Estimated Time: 4 days, 10:16:19
2023-07-28 21:33:47,495 semantic_segmentation INFO: Iters: 34590/150000 || Lr: 0.015797 || Task Loss: 0.3135 || KD Loss: 0.0869|| 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: 1 day, 7:50:54 || Estimated Time: 4 days, 10:15:42
2023-07-28 21:34:19,237 semantic_segmentation INFO: Iters: 34600/150000 || Lr: 0.015796 || Task Loss: 0.2241 || KD Loss: 0.0816|| 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, 7:51:26 || Estimated Time: 4 days, 10:15:04
2023-07-28 21:34:51,055 semantic_segmentation INFO: Iters: 34610/150000 || Lr: 0.015794 || Task Loss: 0.2696 || KD Loss: 0.0793|| 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, 7:51:57 || Estimated Time: 4 days, 10:14:26
2023-07-28 21:35:22,834 semantic_segmentation INFO: Iters: 34620/150000 || Lr: 0.015793 || Task Loss: 0.3316 || KD Loss: 0.0985|| 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: 1 day, 7:52:29 || Estimated Time: 4 days, 10:13:48
2023-07-28 21:35:54,709 semantic_segmentation INFO: Iters: 34630/150000 || Lr: 0.015792 || Task Loss: 0.2589 || KD Loss: 0.1175|| 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: 1 day, 7:53:01 || Estimated Time: 4 days, 10:13:11
2023-07-28 21:36:26,411 semantic_segmentation INFO: Iters: 34640/150000 || Lr: 0.015791 || Task Loss: 0.2543 || KD Loss: 0.1039|| 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: 1 day, 7:53:33 || Estimated Time: 4 days, 10:12:33
2023-07-28 21:36:58,222 semantic_segmentation INFO: Iters: 34650/150000 || Lr: 0.015789 || Task Loss: 0.2595 || KD Loss: 0.0749|| 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, 7:54:05 || Estimated Time: 4 days, 10:11:56
2023-07-28 21:37:30,002 semantic_segmentation INFO: Iters: 34660/150000 || Lr: 0.015788 || Task Loss: 0.2952 || KD Loss: 0.0768|| 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: 1 day, 7:54:36 || Estimated Time: 4 days, 10:11:18
2023-07-28 21:38:01,741 semantic_segmentation INFO: Iters: 34670/150000 || Lr: 0.015787 || Task Loss: 0.2192 || KD Loss: 0.0581|| 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, 7:55:08 || Estimated Time: 4 days, 10:10:40
2023-07-28 21:38:33,503 semantic_segmentation INFO: Iters: 34680/150000 || Lr: 0.015786 || Task Loss: 0.1766 || KD Loss: 0.0540|| 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: 1 day, 7:55:40 || Estimated Time: 4 days, 10:10:02
2023-07-28 21:39:05,224 semantic_segmentation INFO: Iters: 34690/150000 || Lr: 0.015785 || Task Loss: 0.2948 || KD Loss: 0.0746|| 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: 1 day, 7:56:12 || Estimated Time: 4 days, 10:09:24
2023-07-28 21:39:37,081 semantic_segmentation INFO: Iters: 34700/150000 || Lr: 0.015783 || Task Loss: 0.3340 || KD Loss: 0.0670|| 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: 1 day, 7:56:43 || Estimated Time: 4 days, 10:08:47
2023-07-28 21:40:08,817 semantic_segmentation INFO: Iters: 34710/150000 || Lr: 0.015782 || Task Loss: 0.2975 || KD Loss: 0.0772|| 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, 7:57:15 || Estimated Time: 4 days, 10:08:09
2023-07-28 21:40:40,573 semantic_segmentation INFO: Iters: 34720/150000 || Lr: 0.015781 || Task Loss: 0.2302 || KD Loss: 0.0717|| 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: 1 day, 7:57:47 || Estimated Time: 4 days, 10:07:32
2023-07-28 21:41:12,342 semantic_segmentation INFO: Iters: 34730/150000 || Lr: 0.015780 || Task Loss: 0.2171 || KD Loss: 0.0554|| 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, 7:58:19 || Estimated Time: 4 days, 10:06:54
2023-07-28 21:41:44,061 semantic_segmentation INFO: Iters: 34740/150000 || Lr: 0.015778 || Task Loss: 0.2062 || KD Loss: 0.0557|| 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, 7:58:50 || Estimated Time: 4 days, 10:06:16
2023-07-28 21:42:15,790 semantic_segmentation INFO: Iters: 34750/150000 || Lr: 0.015777 || Task Loss: 0.2898 || KD Loss: 0.0709|| 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, 7:59:22 || Estimated Time: 4 days, 10:05:38
2023-07-28 21:42:47,547 semantic_segmentation INFO: Iters: 34760/150000 || Lr: 0.015776 || Task Loss: 0.2398 || KD Loss: 0.0634|| 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, 7:59:54 || Estimated Time: 4 days, 10:05:00
2023-07-28 21:43:19,293 semantic_segmentation INFO: Iters: 34770/150000 || Lr: 0.015775 || Task Loss: 0.2229 || KD Loss: 0.0823|| 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: 1 day, 8:00:26 || Estimated Time: 4 days, 10:04:23
2023-07-28 21:43:51,030 semantic_segmentation INFO: Iters: 34780/150000 || Lr: 0.015773 || Task Loss: 0.2618 || KD Loss: 0.0736|| 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, 8:00:57 || Estimated Time: 4 days, 10:03:45
2023-07-28 21:44:22,767 semantic_segmentation INFO: Iters: 34790/150000 || Lr: 0.015772 || Task Loss: 0.1924 || KD Loss: 0.0621|| 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, 8:01:29 || Estimated Time: 4 days, 10:03:07
2023-07-28 21:44:54,507 semantic_segmentation INFO: Iters: 34800/150000 || Lr: 0.015771 || Task Loss: 0.2252 || KD Loss: 0.0824|| 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: 1 day, 8:02:01 || Estimated Time: 4 days, 10:02:29
2023-07-28 21:45:26,264 semantic_segmentation INFO: Iters: 34810/150000 || Lr: 0.015770 || Task Loss: 0.2173 || KD Loss: 0.0720|| 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, 8:02:33 || Estimated Time: 4 days, 10:01:52
2023-07-28 21:45:57,988 semantic_segmentation INFO: Iters: 34820/150000 || Lr: 0.015769 || Task Loss: 0.2043 || KD Loss: 0.0551|| 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: 1 day, 8:03:04 || Estimated Time: 4 days, 10:01:14
2023-07-28 21:46:29,746 semantic_segmentation INFO: Iters: 34830/150000 || Lr: 0.015767 || Task Loss: 0.3386 || KD Loss: 0.1261|| 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, 8:03:36 || Estimated Time: 4 days, 10:00:36
2023-07-28 21:47:02,830 semantic_segmentation INFO: Iters: 34840/150000 || Lr: 0.015766 || Task Loss: 0.2155 || KD Loss: 0.0911|| 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, 8:04:09 || Estimated Time: 4 days, 10:00:03
2023-07-28 21:47:34,572 semantic_segmentation INFO: Iters: 34850/150000 || Lr: 0.015765 || Task Loss: 0.3708 || KD Loss: 0.1528|| 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, 8:04:41 || Estimated Time: 4 days, 9:59:25
2023-07-28 21:48:06,326 semantic_segmentation INFO: Iters: 34860/150000 || Lr: 0.015764 || Task Loss: 0.2917 || KD Loss: 0.1239|| 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: 1 day, 8:05:13 || Estimated Time: 4 days, 9:58:47
2023-07-28 21:48:38,153 semantic_segmentation INFO: Iters: 34870/150000 || Lr: 0.015762 || Task Loss: 0.2710 || KD Loss: 0.0995|| 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, 8:05:45 || Estimated Time: 4 days, 9:58:10
2023-07-28 21:49:09,975 semantic_segmentation INFO: Iters: 34880/150000 || Lr: 0.015761 || Task Loss: 0.2239 || KD Loss: 0.0604|| 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, 8:06:16 || Estimated Time: 4 days, 9:57:32
2023-07-28 21:49:41,752 semantic_segmentation INFO: Iters: 34890/150000 || Lr: 0.015760 || Task Loss: 0.2080 || KD Loss: 0.0840|| 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, 8:06:48 || Estimated Time: 4 days, 9:56:55
2023-07-28 21:50:13,504 semantic_segmentation INFO: Iters: 34900/150000 || Lr: 0.015759 || Task Loss: 0.4026 || KD Loss: 0.1434|| 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: 1 day, 8:07:20 || Estimated Time: 4 days, 9:56:17
2023-07-28 21:50:45,269 semantic_segmentation INFO: Iters: 34910/150000 || Lr: 0.015757 || Task Loss: 0.5870 || KD Loss: 0.1803|| 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: 1 day, 8:07:52 || Estimated Time: 4 days, 9:55:39
2023-07-28 21:51:17,064 semantic_segmentation INFO: Iters: 34920/150000 || Lr: 0.015756 || Task Loss: 0.3838 || KD Loss: 0.1411|| 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, 8:08:23 || Estimated Time: 4 days, 9:55:02
2023-07-28 21:51:48,914 semantic_segmentation INFO: Iters: 34930/150000 || Lr: 0.015755 || Task Loss: 0.2923 || KD Loss: 0.1116|| 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: 1 day, 8:08:55 || Estimated Time: 4 days, 9:54:24
2023-07-28 21:52:20,670 semantic_segmentation INFO: Iters: 34940/150000 || Lr: 0.015754 || Task Loss: 0.2963 || KD Loss: 0.1378|| 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, 8:09:27 || Estimated Time: 4 days, 9:53:47
2023-07-28 21:52:52,401 semantic_segmentation INFO: Iters: 34950/150000 || Lr: 0.015752 || Task Loss: 0.2351 || KD Loss: 0.0764|| 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, 8:09:59 || Estimated Time: 4 days, 9:53:09
2023-07-28 21:53:24,266 semantic_segmentation INFO: Iters: 34960/150000 || Lr: 0.015751 || Task Loss: 0.5457 || KD Loss: 0.2247|| 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, 8:10:31 || Estimated Time: 4 days, 9:52:32
2023-07-28 21:53:55,984 semantic_segmentation INFO: Iters: 34970/150000 || Lr: 0.015750 || Task Loss: 0.4440 || KD Loss: 0.1829|| 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: 1 day, 8:11:02 || Estimated Time: 4 days, 9:51:54
2023-07-28 21:54:27,845 semantic_segmentation INFO: Iters: 34980/150000 || Lr: 0.015749 || Task Loss: 0.3235 || KD Loss: 0.1762|| 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: 1 day, 8:11:34 || Estimated Time: 4 days, 9:51:17
2023-07-28 21:54:59,591 semantic_segmentation INFO: Iters: 34990/150000 || Lr: 0.015748 || Task Loss: 0.3463 || KD Loss: 0.1173|| 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, 8:12:06 || Estimated Time: 4 days, 9:50:39
2023-07-28 21:55:31,409 semantic_segmentation INFO: Iters: 35000/150000 || Lr: 0.015746 || Task Loss: 0.4524 || KD Loss: 0.2073|| 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, 8:12:38 || Estimated Time: 4 days, 9:50:02
2023-07-28 21:56:03,278 semantic_segmentation INFO: Iters: 35010/150000 || Lr: 0.015745 || Task Loss: 0.3605 || KD Loss: 0.1137|| 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, 8:13:10 || Estimated Time: 4 days, 9:49:24
2023-07-28 21:56:35,009 semantic_segmentation INFO: Iters: 35020/150000 || Lr: 0.015744 || Task Loss: 0.2655 || KD Loss: 0.1140|| 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, 8:13:41 || Estimated Time: 4 days, 9:48:47
2023-07-28 21:57:06,741 semantic_segmentation INFO: Iters: 35030/150000 || Lr: 0.015743 || Task Loss: 0.3168 || KD Loss: 0.1346|| 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, 8:14:13 || Estimated Time: 4 days, 9:48:09
2023-07-28 21:57:38,499 semantic_segmentation INFO: Iters: 35040/150000 || Lr: 0.015741 || Task Loss: 0.3819 || KD Loss: 0.1217|| 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: 1 day, 8:14:45 || Estimated Time: 4 days, 9:47:31
2023-07-28 21:58:10,240 semantic_segmentation INFO: Iters: 35050/150000 || Lr: 0.015740 || Task Loss: 0.1977 || KD Loss: 0.0636|| 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, 8:15:17 || Estimated Time: 4 days, 9:46:54
2023-07-28 21:58:42,009 semantic_segmentation INFO: Iters: 35060/150000 || Lr: 0.015739 || Task Loss: 0.2918 || KD Loss: 0.1080|| 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, 8:15:48 || Estimated Time: 4 days, 9:46:16
2023-07-28 21:59:13,743 semantic_segmentation INFO: Iters: 35070/150000 || Lr: 0.015738 || Task Loss: 0.2406 || KD Loss: 0.1026|| 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: 1 day, 8:16:20 || Estimated Time: 4 days, 9:45:38
2023-07-28 21:59:45,469 semantic_segmentation INFO: Iters: 35080/150000 || Lr: 0.015736 || Task Loss: 0.3027 || KD Loss: 0.1155|| 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: 1 day, 8:16:52 || Estimated Time: 4 days, 9:45:01
2023-07-28 22:00:17,219 semantic_segmentation INFO: Iters: 35090/150000 || Lr: 0.015735 || Task Loss: 0.3044 || KD Loss: 0.0846|| 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, 8:17:24 || Estimated Time: 4 days, 9:44:23
2023-07-28 22:00:48,961 semantic_segmentation INFO: Iters: 35100/150000 || Lr: 0.015734 || Task Loss: 0.2066 || KD Loss: 0.0730|| 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, 8:17:55 || Estimated Time: 4 days, 9:43:45
2023-07-28 22:01:20,704 semantic_segmentation INFO: Iters: 35110/150000 || Lr: 0.015733 || Task Loss: 0.2976 || KD Loss: 0.0731|| 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, 8:18:27 || Estimated Time: 4 days, 9:43:08
2023-07-28 22:01:52,527 semantic_segmentation INFO: Iters: 35120/150000 || Lr: 0.015732 || Task Loss: 0.2730 || KD Loss: 0.0923|| 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, 8:18:59 || Estimated Time: 4 days, 9:42:30
2023-07-28 22:02:24,264 semantic_segmentation INFO: Iters: 35130/150000 || Lr: 0.015730 || Task Loss: 0.2325 || KD Loss: 0.0764|| 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, 8:19:31 || Estimated Time: 4 days, 9:41:52
2023-07-28 22:02:56,030 semantic_segmentation INFO: Iters: 35140/150000 || Lr: 0.015729 || Task Loss: 0.3737 || KD Loss: 0.1482|| 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, 8:20:02 || Estimated Time: 4 days, 9:41:15
2023-07-28 22:03:27,766 semantic_segmentation INFO: Iters: 35150/150000 || Lr: 0.015728 || Task Loss: 0.3717 || KD Loss: 0.1666|| 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: 1 day, 8:20:34 || Estimated Time: 4 days, 9:40:37
2023-07-28 22:03:59,511 semantic_segmentation INFO: Iters: 35160/150000 || Lr: 0.015727 || Task Loss: 0.2291 || KD Loss: 0.0696|| 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, 8:21:06 || Estimated Time: 4 days, 9:40:00
2023-07-28 22:04:31,250 semantic_segmentation INFO: Iters: 35170/150000 || Lr: 0.015725 || Task Loss: 0.2319 || KD Loss: 0.0650|| 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, 8:21:38 || Estimated Time: 4 days, 9:39:22
2023-07-28 22:05:03,011 semantic_segmentation INFO: Iters: 35180/150000 || Lr: 0.015724 || Task Loss: 0.2245 || KD Loss: 0.0878|| 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, 8:22:09 || Estimated Time: 4 days, 9:38:45
2023-07-28 22:05:34,748 semantic_segmentation INFO: Iters: 35190/150000 || Lr: 0.015723 || Task Loss: 0.1999 || KD Loss: 0.0598|| 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, 8:22:41 || Estimated Time: 4 days, 9:38:07
2023-07-28 22:06:06,479 semantic_segmentation INFO: Iters: 35200/150000 || Lr: 0.015722 || Task Loss: 0.2152 || KD Loss: 0.0604|| 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: 1 day, 8:23:13 || Estimated Time: 4 days, 9:37:29
2023-07-28 22:06:07,008 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 22:06:07,903 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.962, mIoU: 0.400
2023-07-28 22:06:08,008 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.478
2023-07-28 22:06:08,113 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.491
2023-07-28 22:06:08,219 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.519
2023-07-28 22:06:08,321 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.513
2023-07-28 22:06:08,425 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.513
2023-07-28 22:06:08,531 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.555
2023-07-28 22:06:08,639 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.599
2023-07-28 22:06:08,746 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.641
2023-07-28 22:06:08,852 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.686
2023-07-28 22:06:08,961 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.693
2023-07-28 22:06:09,071 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.699
2023-07-28 22:06:09,185 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.957, mIoU: 0.691
2023-07-28 22:06:09,292 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.954, mIoU: 0.679
2023-07-28 22:06:09,399 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.665
2023-07-28 22:06:09,507 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.948, mIoU: 0.655
2023-07-28 22:06:09,612 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.948, mIoU: 0.658
2023-07-28 22:06:09,721 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.947, mIoU: 0.659
2023-07-28 22:06:09,833 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.947, mIoU: 0.666
2023-07-28 22:06:09,940 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.948, mIoU: 0.673
2023-07-28 22:06:10,046 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.948, mIoU: 0.673
2023-07-28 22:06:10,153 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.939, mIoU: 0.651
2023-07-28 22:06:10,262 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-28 22:06:10,368 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.938, mIoU: 0.659
2023-07-28 22:06:10,473 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.936, mIoU: 0.664
2023-07-28 22:06:10,576 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.936, mIoU: 0.665
2023-07-28 22:06:10,682 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.936, mIoU: 0.654
2023-07-28 22:06:10,785 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.935, mIoU: 0.650
2023-07-28 22:06:10,889 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.935, mIoU: 0.659
2023-07-28 22:06:10,993 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.934, mIoU: 0.645
2023-07-28 22:06:11,096 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.935, mIoU: 0.644
2023-07-28 22:06:11,200 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.934, mIoU: 0.642
2023-07-28 22:06:11,304 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.935, mIoU: 0.645
2023-07-28 22:06:11,408 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.935, mIoU: 0.644
2023-07-28 22:06:11,518 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.646
2023-07-28 22:06:11,622 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.646
2023-07-28 22:06:11,733 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.643
2023-07-28 22:06:11,843 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.935, mIoU: 0.642
2023-07-28 22:06:11,946 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.935, mIoU: 0.637
2023-07-28 22:06:12,050 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.936, mIoU: 0.638
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2023-07-28 22:06:12,478 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.938, mIoU: 0.641
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2023-07-28 22:06:12,813 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-28 22:06:12,924 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.940, mIoU: 0.641
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2023-07-28 22:06:13,656 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.646
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2023-07-28 22:06:14,074 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.659
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2023-07-28 22:06:53,770 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.942, mIoU: 0.667
2023-07-28 22:06:53,879 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.942, mIoU: 0.667
2023-07-28 22:06:53,988 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.942, mIoU: 0.667
2023-07-28 22:06:54,096 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.942, mIoU: 0.667
2023-07-28 22:06:54,200 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.942, mIoU: 0.667
2023-07-28 22:06:54,306 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-28 22:06:54,409 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-28 22:06:54,514 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-28 22:06:54,618 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-28 22:06:54,727 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-28 22:06:54,833 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-28 22:06:54,938 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-28 22:06:55,042 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-28 22:06:55,147 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-28 22:06:55,257 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-28 22:06:55,367 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-28 22:06:55,479 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-28 22:06:55,586 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-28 22:06:55,692 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.943, mIoU: 0.668
2023-07-28 22:06:55,802 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.943, mIoU: 0.668
2023-07-28 22:06:55,912 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-28 22:06:56,023 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-28 22:06:56,132 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-28 22:06:56,240 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.943, mIoU: 0.668
2023-07-28 22:06:56,351 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.944, mIoU: 0.668
2023-07-28 22:06:56,459 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-28 22:06:56,564 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-28 22:06:56,669 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-28 22:06:56,773 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-28 22:06:56,880 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-28 22:06:56,990 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-28 22:06:57,104 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-28 22:06:57,211 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.944, mIoU: 0.671
2023-07-28 22:06:57,319 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.944, mIoU: 0.671
2023-07-28 22:06:57,428 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.944, mIoU: 0.671
2023-07-28 22:06:57,538 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.944, mIoU: 0.671
2023-07-28 22:06:57,647 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-28 22:06:57,756 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-28 22:06:57,866 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-28 22:06:57,975 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-28 22:06:58,085 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-28 22:06:58,193 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-28 22:06:58,298 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-28 22:06:58,401 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-28 22:06:58,505 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-28 22:06:58,608 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-28 22:06:58,711 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-28 22:06:58,815 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-28 22:06:58,920 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-28 22:06:59,024 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-28 22:06:59,127 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-28 22:06:59,234 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-28 22:06:59,343 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.944, mIoU: 0.671
2023-07-28 22:06:59,454 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-28 22:06:59,566 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.944, mIoU: 0.671
2023-07-28 22:06:59,675 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.944, mIoU: 0.671
2023-07-28 22:06:59,784 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.944, mIoU: 0.671
2023-07-28 22:06:59,891 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-28 22:06:59,998 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-28 22:07:00,106 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-28 22:07:00,215 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-28 22:07:00,325 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-28 22:07:00,436 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-28 22:07:00,543 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-28 22:07:00,649 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-28 22:07:00,753 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-28 22:07:00,857 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-28 22:07:00,960 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-28 22:07:01,062 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-28 22:07:33,098 semantic_segmentation INFO: Iters: 35210/150000 || Lr: 0.015720 || Task Loss: 0.3329 || KD Loss: 0.0803|| 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, 8:24:39 || Estimated Time: 4 days, 9:39:50
2023-07-28 22:08:04,821 semantic_segmentation INFO: Iters: 35220/150000 || Lr: 0.015719 || Task Loss: 0.2477 || KD Loss: 0.0791|| 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: 1 day, 8:25:11 || Estimated Time: 4 days, 9:39:13
2023-07-28 22:08:36,471 semantic_segmentation INFO: Iters: 35230/150000 || Lr: 0.015718 || Task Loss: 0.2418 || KD Loss: 0.0952|| 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: 1 day, 8:25:43 || Estimated Time: 4 days, 9:38:35
2023-07-28 22:09:09,193 semantic_segmentation INFO: Iters: 35240/150000 || Lr: 0.015717 || Task Loss: 0.2096 || KD Loss: 0.0883|| 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: 1 day, 8:26:16 || Estimated Time: 4 days, 9:37:59
2023-07-28 22:09:43,065 semantic_segmentation INFO: Iters: 35250/150000 || Lr: 0.015716 || Task Loss: 0.2771 || KD Loss: 0.0991|| 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, 8:26:49 || Estimated Time: 4 days, 9:37:29
2023-07-28 22:10:14,806 semantic_segmentation INFO: Iters: 35260/150000 || Lr: 0.015714 || Task Loss: 0.2304 || KD Loss: 0.1272|| 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, 8:27:21 || Estimated Time: 4 days, 9:36:52
2023-07-28 22:10:46,547 semantic_segmentation INFO: Iters: 35270/150000 || Lr: 0.015713 || Task Loss: 0.1825 || KD Loss: 0.0536|| 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, 8:27:53 || Estimated Time: 4 days, 9:36:14
2023-07-28 22:11:18,275 semantic_segmentation INFO: Iters: 35280/150000 || Lr: 0.015712 || Task Loss: 0.2162 || KD Loss: 0.0622|| 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: 1 day, 8:28:25 || Estimated Time: 4 days, 9:35:36
2023-07-28 22:11:50,049 semantic_segmentation INFO: Iters: 35290/150000 || Lr: 0.015711 || Task Loss: 0.2287 || KD Loss: 0.0754|| 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, 8:28:56 || Estimated Time: 4 days, 9:34:59
2023-07-28 22:12:21,890 semantic_segmentation INFO: Iters: 35300/150000 || Lr: 0.015709 || Task Loss: 0.1838 || KD Loss: 0.0513|| 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, 8:29:28 || Estimated Time: 4 days, 9:34:21
2023-07-28 22:12:53,610 semantic_segmentation INFO: Iters: 35310/150000 || Lr: 0.015708 || Task Loss: 0.1748 || KD Loss: 0.0576|| 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, 8:30:00 || Estimated Time: 4 days, 9:33:44
2023-07-28 22:13:25,478 semantic_segmentation INFO: Iters: 35320/150000 || Lr: 0.015707 || Task Loss: 0.2050 || KD Loss: 0.0785|| 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, 8:30:32 || Estimated Time: 4 days, 9:33:06
2023-07-28 22:13:57,212 semantic_segmentation INFO: Iters: 35330/150000 || Lr: 0.015706 || Task Loss: 0.3565 || KD Loss: 0.0719|| 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: 1 day, 8:31:04 || Estimated Time: 4 days, 9:32:29
2023-07-28 22:14:28,983 semantic_segmentation INFO: Iters: 35340/150000 || Lr: 0.015704 || Task Loss: 0.3435 || KD Loss: 0.0949|| 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: 1 day, 8:31:35 || Estimated Time: 4 days, 9:31:51
2023-07-28 22:15:00,681 semantic_segmentation INFO: Iters: 35350/150000 || Lr: 0.015703 || Task Loss: 0.2326 || KD Loss: 0.0741|| 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, 8:32:07 || Estimated Time: 4 days, 9:31:13
2023-07-28 22:15:32,445 semantic_segmentation INFO: Iters: 35360/150000 || Lr: 0.015702 || Task Loss: 0.2174 || KD Loss: 0.0517|| 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, 8:32:39 || Estimated Time: 4 days, 9:30:36
2023-07-28 22:16:04,240 semantic_segmentation INFO: Iters: 35370/150000 || Lr: 0.015701 || Task Loss: 0.2422 || KD Loss: 0.0667|| 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, 8:33:11 || Estimated Time: 4 days, 9:29:58
2023-07-28 22:16:36,021 semantic_segmentation INFO: Iters: 35380/150000 || Lr: 0.015699 || Task Loss: 0.2400 || KD Loss: 0.0639|| 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, 8:33:42 || Estimated Time: 4 days, 9:29:21
2023-07-28 22:17:07,858 semantic_segmentation INFO: Iters: 35390/150000 || Lr: 0.015698 || Task Loss: 0.2213 || KD Loss: 0.0697|| 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: 1 day, 8:34:14 || Estimated Time: 4 days, 9:28:44
2023-07-28 22:17:39,602 semantic_segmentation INFO: Iters: 35400/150000 || Lr: 0.015697 || Task Loss: 0.1926 || KD Loss: 0.0444|| 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, 8:34:46 || Estimated Time: 4 days, 9:28:06
2023-07-28 22:18:11,372 semantic_segmentation INFO: Iters: 35410/150000 || Lr: 0.015696 || Task Loss: 0.1718 || KD Loss: 0.0472|| 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: 1 day, 8:35:18 || Estimated Time: 4 days, 9:27:28
2023-07-28 22:18:43,089 semantic_segmentation INFO: Iters: 35420/150000 || Lr: 0.015695 || Task Loss: 0.2842 || KD Loss: 0.0845|| 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, 8:35:49 || Estimated Time: 4 days, 9:26:51
2023-07-28 22:19:14,863 semantic_segmentation INFO: Iters: 35430/150000 || Lr: 0.015693 || Task Loss: 0.2794 || KD Loss: 0.0897|| 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: 1 day, 8:36:21 || Estimated Time: 4 days, 9:26:13
2023-07-28 22:19:46,596 semantic_segmentation INFO: Iters: 35440/150000 || Lr: 0.015692 || Task Loss: 0.2271 || KD Loss: 0.0658|| 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, 8:36:53 || Estimated Time: 4 days, 9:25:36
2023-07-28 22:20:18,319 semantic_segmentation INFO: Iters: 35450/150000 || Lr: 0.015691 || Task Loss: 0.2459 || KD Loss: 0.0917|| 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: 1 day, 8:37:25 || Estimated Time: 4 days, 9:24:58
2023-07-28 22:20:50,110 semantic_segmentation INFO: Iters: 35460/150000 || Lr: 0.015690 || Task Loss: 0.1949 || KD Loss: 0.0457|| 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, 8:37:56 || Estimated Time: 4 days, 9:24:20
2023-07-28 22:21:21,852 semantic_segmentation INFO: Iters: 35470/150000 || Lr: 0.015688 || Task Loss: 0.2736 || KD Loss: 0.0985|| 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: 1 day, 8:38:28 || Estimated Time: 4 days, 9:23:43
2023-07-28 22:21:53,594 semantic_segmentation INFO: Iters: 35480/150000 || Lr: 0.015687 || Task Loss: 0.3045 || KD Loss: 0.0774|| 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, 8:39:00 || Estimated Time: 4 days, 9:23:05
2023-07-28 22:22:25,305 semantic_segmentation INFO: Iters: 35490/150000 || Lr: 0.015686 || Task Loss: 0.2094 || KD Loss: 0.0544|| 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, 8:39:32 || Estimated Time: 4 days, 9:22:28
2023-07-28 22:22:57,089 semantic_segmentation INFO: Iters: 35500/150000 || Lr: 0.015685 || Task Loss: 0.2059 || KD Loss: 0.0573|| 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, 8:40:03 || Estimated Time: 4 days, 9:21:50
2023-07-28 22:23:28,835 semantic_segmentation INFO: Iters: 35510/150000 || Lr: 0.015683 || Task Loss: 0.2405 || KD Loss: 0.0813|| 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: 1 day, 8:40:35 || Estimated Time: 4 days, 9:21:12
2023-07-28 22:24:00,667 semantic_segmentation INFO: Iters: 35520/150000 || Lr: 0.015682 || Task Loss: 0.2711 || KD Loss: 0.0949|| 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: 1 day, 8:41:07 || Estimated Time: 4 days, 9:20:35
2023-07-28 22:24:32,415 semantic_segmentation INFO: Iters: 35530/150000 || Lr: 0.015681 || Task Loss: 0.1888 || KD Loss: 0.0513|| 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, 8:41:39 || Estimated Time: 4 days, 9:19:58
2023-07-28 22:25:04,145 semantic_segmentation INFO: Iters: 35540/150000 || Lr: 0.015680 || Task Loss: 0.3293 || KD Loss: 0.0893|| 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, 8:42:11 || Estimated Time: 4 days, 9:19:20
2023-07-28 22:25:35,893 semantic_segmentation INFO: Iters: 35550/150000 || Lr: 0.015679 || Task Loss: 0.2742 || KD Loss: 0.0762|| 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, 8:42:42 || Estimated Time: 4 days, 9:18:42
2023-07-28 22:26:07,643 semantic_segmentation INFO: Iters: 35560/150000 || Lr: 0.015677 || Task Loss: 0.3589 || KD Loss: 0.1125|| 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: 1 day, 8:43:14 || Estimated Time: 4 days, 9:18:05
2023-07-28 22:26:39,372 semantic_segmentation INFO: Iters: 35570/150000 || Lr: 0.015676 || Task Loss: 0.2375 || KD Loss: 0.0760|| 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, 8:43:46 || Estimated Time: 4 days, 9:17:27
2023-07-28 22:27:11,117 semantic_segmentation INFO: Iters: 35580/150000 || Lr: 0.015675 || Task Loss: 0.2404 || KD Loss: 0.0702|| 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, 8:44:17 || Estimated Time: 4 days, 9:16:50
2023-07-28 22:27:42,842 semantic_segmentation INFO: Iters: 35590/150000 || Lr: 0.015674 || Task Loss: 0.5339 || KD Loss: 0.3490|| 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, 8:44:49 || Estimated Time: 4 days, 9:16:12
2023-07-28 22:28:14,627 semantic_segmentation INFO: Iters: 35600/150000 || Lr: 0.015672 || Task Loss: 0.2172 || KD Loss: 0.0742|| 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: 1 day, 8:45:21 || Estimated Time: 4 days, 9:15:35
2023-07-28 22:28:46,369 semantic_segmentation INFO: Iters: 35610/150000 || Lr: 0.015671 || Task Loss: 0.2074 || KD Loss: 0.0781|| 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, 8:45:53 || Estimated Time: 4 days, 9:14:57
2023-07-28 22:29:18,150 semantic_segmentation INFO: Iters: 35620/150000 || Lr: 0.015670 || Task Loss: 0.3151 || KD Loss: 0.1077|| 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, 8:46:25 || Estimated Time: 4 days, 9:14:20
2023-07-28 22:29:49,986 semantic_segmentation INFO: Iters: 35630/150000 || Lr: 0.015669 || Task Loss: 0.2074 || KD Loss: 0.0607|| 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, 8:46:56 || Estimated Time: 4 days, 9:13:42
2023-07-28 22:30:21,679 semantic_segmentation INFO: Iters: 35640/150000 || Lr: 0.015667 || Task Loss: 0.2446 || KD Loss: 0.0949|| 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, 8:47:28 || Estimated Time: 4 days, 9:13:05
2023-07-28 22:30:53,326 semantic_segmentation INFO: Iters: 35650/150000 || Lr: 0.015666 || Task Loss: 0.2088 || KD Loss: 0.0777|| 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, 8:48:00 || Estimated Time: 4 days, 9:12:27
2023-07-28 22:31:25,064 semantic_segmentation INFO: Iters: 35660/150000 || Lr: 0.015665 || Task Loss: 0.3261 || KD Loss: 0.0927|| 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: 1 day, 8:48:31 || Estimated Time: 4 days, 9:11:49
2023-07-28 22:31:59,783 semantic_segmentation INFO: Iters: 35670/150000 || Lr: 0.015664 || Task Loss: 0.3265 || KD Loss: 0.1278|| 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, 8:49:06 || Estimated Time: 4 days, 9:11:21
2023-07-28 22:32:31,442 semantic_segmentation INFO: Iters: 35680/150000 || Lr: 0.015663 || Task Loss: 0.2495 || KD Loss: 0.0679|| 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, 8:49:38 || Estimated Time: 4 days, 9:10:43
2023-07-28 22:33:03,196 semantic_segmentation INFO: Iters: 35690/150000 || Lr: 0.015661 || Task Loss: 0.3043 || KD Loss: 0.0972|| 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, 8:50:10 || Estimated Time: 4 days, 9:10:06
2023-07-28 22:33:34,929 semantic_segmentation INFO: Iters: 35700/150000 || Lr: 0.015660 || Task Loss: 0.2971 || KD Loss: 0.0859|| 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, 8:50:41 || Estimated Time: 4 days, 9:09:28
2023-07-28 22:34:06,671 semantic_segmentation INFO: Iters: 35710/150000 || Lr: 0.015659 || Task Loss: 0.1621 || KD Loss: 0.0418|| 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, 8:51:13 || Estimated Time: 4 days, 9:08:51
2023-07-28 22:34:38,438 semantic_segmentation INFO: Iters: 35720/150000 || Lr: 0.015658 || Task Loss: 0.6322 || KD Loss: 0.2836|| 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, 8:51:45 || Estimated Time: 4 days, 9:08:13
2023-07-28 22:35:10,154 semantic_segmentation INFO: Iters: 35730/150000 || Lr: 0.015656 || Task Loss: 0.2871 || KD Loss: 0.1118|| 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: 1 day, 8:52:17 || Estimated Time: 4 days, 9:07:36
2023-07-28 22:35:41,870 semantic_segmentation INFO: Iters: 35740/150000 || Lr: 0.015655 || Task Loss: 0.3185 || KD Loss: 0.1163|| 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, 8:52:48 || Estimated Time: 4 days, 9:06:58
2023-07-28 22:36:13,573 semantic_segmentation INFO: Iters: 35750/150000 || Lr: 0.015654 || Task Loss: 0.2926 || KD Loss: 0.1181|| 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, 8:53:20 || Estimated Time: 4 days, 9:06:20
2023-07-28 22:36:45,301 semantic_segmentation INFO: Iters: 35760/150000 || Lr: 0.015653 || Task Loss: 0.2882 || KD Loss: 0.1241|| 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, 8:53:52 || Estimated Time: 4 days, 9:05:43
2023-07-28 22:37:17,027 semantic_segmentation INFO: Iters: 35770/150000 || Lr: 0.015651 || Task Loss: 0.2622 || KD Loss: 0.0980|| 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, 8:54:23 || Estimated Time: 4 days, 9:05:05
2023-07-28 22:37:48,814 semantic_segmentation INFO: Iters: 35780/150000 || Lr: 0.015650 || Task Loss: 0.2774 || KD Loss: 0.0947|| 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, 8:54:55 || Estimated Time: 4 days, 9:04:28
2023-07-28 22:38:20,550 semantic_segmentation INFO: Iters: 35790/150000 || Lr: 0.015649 || Task Loss: 0.2377 || KD Loss: 0.0575|| 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, 8:55:27 || Estimated Time: 4 days, 9:03:50
2023-07-28 22:38:52,292 semantic_segmentation INFO: Iters: 35800/150000 || Lr: 0.015648 || Task Loss: 0.2467 || KD Loss: 0.0733|| 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: 1 day, 8:55:59 || Estimated Time: 4 days, 9:03:13
2023-07-28 22:39:24,026 semantic_segmentation INFO: Iters: 35810/150000 || Lr: 0.015646 || Task Loss: 0.3464 || KD Loss: 0.1660|| 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, 8:56:30 || Estimated Time: 4 days, 9:02:35
2023-07-28 22:39:55,777 semantic_segmentation INFO: Iters: 35820/150000 || Lr: 0.015645 || Task Loss: 0.2423 || KD Loss: 0.0545|| 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, 8:57:02 || Estimated Time: 4 days, 9:01:58
2023-07-28 22:40:27,528 semantic_segmentation INFO: Iters: 35830/150000 || Lr: 0.015644 || Task Loss: 0.2825 || KD Loss: 0.0995|| 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, 8:57:34 || Estimated Time: 4 days, 9:01:20
2023-07-28 22:40:59,247 semantic_segmentation INFO: Iters: 35840/150000 || Lr: 0.015643 || Task Loss: 0.2251 || KD Loss: 0.0787|| 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, 8:58:06 || Estimated Time: 4 days, 9:00:43
2023-07-28 22:41:31,004 semantic_segmentation INFO: Iters: 35850/150000 || Lr: 0.015642 || Task Loss: 0.2021 || KD Loss: 0.0641|| 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, 8:58:37 || Estimated Time: 4 days, 9:00:06
2023-07-28 22:42:02,755 semantic_segmentation INFO: Iters: 35860/150000 || Lr: 0.015640 || Task Loss: 0.1886 || KD Loss: 0.0845|| 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, 8:59:09 || Estimated Time: 4 days, 8:59:28
2023-07-28 22:42:34,459 semantic_segmentation INFO: Iters: 35870/150000 || Lr: 0.015639 || Task Loss: 0.3046 || KD Loss: 0.0898|| 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, 8:59:41 || Estimated Time: 4 days, 8:58:50
2023-07-28 22:43:06,221 semantic_segmentation INFO: Iters: 35880/150000 || Lr: 0.015638 || Task Loss: 0.2157 || KD Loss: 0.0593|| 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: 1 day, 9:00:13 || Estimated Time: 4 days, 8:58:13
2023-07-28 22:43:37,971 semantic_segmentation INFO: Iters: 35890/150000 || Lr: 0.015637 || Task Loss: 0.2292 || KD Loss: 0.0781|| 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, 9:00:44 || Estimated Time: 4 days, 8:57:36
2023-07-28 22:44:09,733 semantic_segmentation INFO: Iters: 35900/150000 || Lr: 0.015635 || Task Loss: 0.1719 || KD Loss: 0.0506|| 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, 9:01:16 || Estimated Time: 4 days, 8:56:58
2023-07-28 22:44:41,764 semantic_segmentation INFO: Iters: 35910/150000 || Lr: 0.015634 || Task Loss: 0.1672 || KD Loss: 0.0387|| 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: 1 day, 9:01:48 || Estimated Time: 4 days, 8:56:22
2023-07-28 22:45:13,717 semantic_segmentation INFO: Iters: 35920/150000 || Lr: 0.015633 || Task Loss: 0.3211 || KD Loss: 0.0896|| 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: 1 day, 9:02:20 || Estimated Time: 4 days, 8:55:45
2023-07-28 22:45:45,573 semantic_segmentation INFO: Iters: 35930/150000 || Lr: 0.015632 || Task Loss: 0.2259 || KD Loss: 0.0587|| 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, 9:02:52 || Estimated Time: 4 days, 8:55:08
2023-07-28 22:46:17,544 semantic_segmentation INFO: Iters: 35940/150000 || Lr: 0.015630 || Task Loss: 0.2615 || KD Loss: 0.0658|| 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, 9:03:24 || Estimated Time: 4 days, 8:54:31
2023-07-28 22:46:49,558 semantic_segmentation INFO: Iters: 35950/150000 || Lr: 0.015629 || Task Loss: 0.2485 || KD Loss: 0.1119|| 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, 9:03:56 || Estimated Time: 4 days, 8:53:55
2023-07-28 22:47:21,521 semantic_segmentation INFO: Iters: 35960/150000 || Lr: 0.015628 || Task Loss: 0.2451 || KD Loss: 0.0860|| 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, 9:04:28 || Estimated Time: 4 days, 8:53:18
2023-07-28 22:47:53,574 semantic_segmentation INFO: Iters: 35970/150000 || Lr: 0.015627 || Task Loss: 0.3319 || KD Loss: 0.0896|| 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, 9:05:00 || Estimated Time: 4 days, 8:52:41
2023-07-28 22:48:25,624 semantic_segmentation INFO: Iters: 35980/150000 || Lr: 0.015626 || Task Loss: 0.2290 || KD Loss: 0.0724|| 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: 1 day, 9:05:32 || Estimated Time: 4 days, 8:52:05
2023-07-28 22:48:57,681 semantic_segmentation INFO: Iters: 35990/150000 || Lr: 0.015624 || Task Loss: 0.2080 || KD Loss: 0.0585|| 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, 9:06:04 || Estimated Time: 4 days, 8:51:28
2023-07-28 22:49:29,724 semantic_segmentation INFO: Iters: 36000/150000 || Lr: 0.015623 || Task Loss: 0.2162 || KD Loss: 0.0903|| 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, 9:06:36 || Estimated Time: 4 days, 8:50:52
2023-07-28 22:49:29,792 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 22:49:30,717 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.929, mIoU: 0.391
2023-07-28 22:49:30,824 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.949, mIoU: 0.480
2023-07-28 22:49:30,930 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.956, mIoU: 0.488
2023-07-28 22:49:31,036 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.958, mIoU: 0.522
2023-07-28 22:49:31,147 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.960, mIoU: 0.516
2023-07-28 22:49:31,254 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.517
2023-07-28 22:49:31,359 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.549
2023-07-28 22:49:31,466 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.559
2023-07-28 22:49:31,571 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.569
2023-07-28 22:49:31,684 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.600
2023-07-28 22:49:31,790 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.955, mIoU: 0.609
2023-07-28 22:49:31,904 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.951, mIoU: 0.633
2023-07-28 22:49:32,028 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.951, mIoU: 0.634
2023-07-28 22:49:32,133 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.950, mIoU: 0.634
2023-07-28 22:49:32,242 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.948, mIoU: 0.636
2023-07-28 22:49:32,359 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.947, mIoU: 0.627
2023-07-28 22:49:32,476 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.630
2023-07-28 22:49:32,587 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.628
2023-07-28 22:49:32,699 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.945, mIoU: 0.637
2023-07-28 22:49:32,804 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.946, mIoU: 0.644
2023-07-28 22:49:32,914 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.945, mIoU: 0.647
2023-07-28 22:49:33,018 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.942, mIoU: 0.661
2023-07-28 22:49:33,130 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.942, mIoU: 0.662
2023-07-28 22:49:33,248 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.942, mIoU: 0.669
2023-07-28 22:49:33,360 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.939, mIoU: 0.673
2023-07-28 22:49:33,465 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.939, mIoU: 0.674
2023-07-28 22:49:33,571 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.938, mIoU: 0.667
2023-07-28 22:49:33,679 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.937, mIoU: 0.663
2023-07-28 22:49:33,786 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.938, mIoU: 0.667
2023-07-28 22:49:33,896 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-28 22:49:34,005 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-28 22:49:34,110 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.676
2023-07-28 22:49:34,222 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-28 22:49:34,326 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.677
2023-07-28 22:49:34,431 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.939, mIoU: 0.674
2023-07-28 22:49:34,536 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.939, mIoU: 0.673
2023-07-28 22:49:34,640 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-28 22:49:34,746 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.938, mIoU: 0.670
2023-07-28 22:49:34,850 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-28 22:49:34,959 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.667
2023-07-28 22:49:35,063 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.939, mIoU: 0.665
2023-07-28 22:49:35,168 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.939, mIoU: 0.664
2023-07-28 22:49:35,277 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.940, mIoU: 0.665
2023-07-28 22:49:35,385 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.941, mIoU: 0.667
2023-07-28 22:49:35,498 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.941, mIoU: 0.666
2023-07-28 22:49:35,605 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.941, mIoU: 0.665
2023-07-28 22:49:35,709 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-28 22:49:35,820 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-28 22:49:35,932 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.942, mIoU: 0.666
2023-07-28 22:49:36,042 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.942, mIoU: 0.668
2023-07-28 22:49:36,153 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.942, mIoU: 0.669
2023-07-28 22:49:36,266 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.664
2023-07-28 22:49:36,373 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.941, mIoU: 0.665
2023-07-28 22:49:36,479 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.941, mIoU: 0.667
2023-07-28 22:49:36,580 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.939, mIoU: 0.664
2023-07-28 22:49:36,685 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.938, mIoU: 0.665
2023-07-28 22:49:36,788 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.939, mIoU: 0.666
2023-07-28 22:49:36,891 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-28 22:49:36,996 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.938, mIoU: 0.668
2023-07-28 22:49:37,101 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-28 22:49:37,205 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.938, mIoU: 0.670
2023-07-28 22:49:37,313 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-28 22:49:37,415 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-28 22:49:37,517 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.938, mIoU: 0.675
2023-07-28 22:49:37,620 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-28 22:49:37,722 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.937, mIoU: 0.678
2023-07-28 22:49:37,824 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.936, mIoU: 0.676
2023-07-28 22:49:37,928 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.935, mIoU: 0.676
2023-07-28 22:49:38,033 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.935, mIoU: 0.675
2023-07-28 22:49:38,135 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.936, mIoU: 0.675
2023-07-28 22:49:38,239 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.936, mIoU: 0.675
2023-07-28 22:49:38,345 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.936, mIoU: 0.675
2023-07-28 22:49:38,456 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.937, mIoU: 0.675
2023-07-28 22:49:38,566 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.937, mIoU: 0.675
2023-07-28 22:49:38,674 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.937, mIoU: 0.676
2023-07-28 22:49:38,781 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.937, mIoU: 0.676
2023-07-28 22:49:38,889 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.937, mIoU: 0.676
2023-07-28 22:49:38,998 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.937, mIoU: 0.676
2023-07-28 22:49:39,106 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.937, mIoU: 0.676
2023-07-28 22:49:39,215 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.937, mIoU: 0.677
2023-07-28 22:49:39,327 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.937, mIoU: 0.679
2023-07-28 22:49:39,437 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.937, mIoU: 0.679
2023-07-28 22:49:39,543 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.937, mIoU: 0.678
2023-07-28 22:49:39,645 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.936, mIoU: 0.675
2023-07-28 22:49:39,748 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.934, mIoU: 0.670
2023-07-28 22:49:39,851 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.934, mIoU: 0.671
2023-07-28 22:49:39,954 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.934, mIoU: 0.671
2023-07-28 22:49:40,056 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.934, mIoU: 0.671
2023-07-28 22:49:40,163 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.934, mIoU: 0.671
2023-07-28 22:49:40,266 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-28 22:49:40,374 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.935, mIoU: 0.671
2023-07-28 22:49:40,477 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.934, mIoU: 0.669
2023-07-28 22:49:40,581 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.933, mIoU: 0.668
2023-07-28 22:49:40,685 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.934, mIoU: 0.668
2023-07-28 22:49:40,787 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.934, mIoU: 0.668
2023-07-28 22:49:40,890 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.934, mIoU: 0.669
2023-07-28 22:49:40,993 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.934, mIoU: 0.669
2023-07-28 22:49:41,095 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.934, mIoU: 0.669
2023-07-28 22:49:41,198 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.934, mIoU: 0.669
2023-07-28 22:49:41,302 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.934, mIoU: 0.670
2023-07-28 22:49:41,406 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.932, mIoU: 0.669
2023-07-28 22:49:41,511 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.932, mIoU: 0.667
2023-07-28 22:49:41,616 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.932, mIoU: 0.668
2023-07-28 22:49:41,724 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.932, mIoU: 0.668
2023-07-28 22:49:41,834 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.932, mIoU: 0.668
2023-07-28 22:49:41,945 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.933, mIoU: 0.668
2023-07-28 22:49:42,056 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.933, mIoU: 0.667
2023-07-28 22:49:42,164 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.933, mIoU: 0.669
2023-07-28 22:49:42,271 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.933, mIoU: 0.668
2023-07-28 22:49:42,383 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.932, mIoU: 0.667
2023-07-28 22:49:42,494 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.932, mIoU: 0.667
2023-07-28 22:49:42,605 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.932, mIoU: 0.667
2023-07-28 22:49:42,719 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.933, mIoU: 0.666
2023-07-28 22:49:42,830 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.933, mIoU: 0.666
2023-07-28 22:49:42,942 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.933, mIoU: 0.666
2023-07-28 22:49:43,047 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.933, mIoU: 0.666
2023-07-28 22:49:43,153 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.933, mIoU: 0.673
2023-07-28 22:49:43,258 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.933, mIoU: 0.675
2023-07-28 22:49:43,367 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.932, mIoU: 0.672
2023-07-28 22:49:43,473 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.933, mIoU: 0.672
2023-07-28 22:49:43,585 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.933, mIoU: 0.672
2023-07-28 22:49:43,704 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.933, mIoU: 0.671
2023-07-28 22:49:43,810 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.933, mIoU: 0.672
2023-07-28 22:49:43,919 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.933, mIoU: 0.674
2023-07-28 22:49:44,024 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.933, mIoU: 0.675
2023-07-28 22:49:44,133 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.933, mIoU: 0.677
2023-07-28 22:49:44,240 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-28 22:49:44,348 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-28 22:49:44,453 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-28 22:49:44,559 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-28 22:49:44,663 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.934, mIoU: 0.678
2023-07-28 22:49:44,768 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.934, mIoU: 0.678
2023-07-28 22:49:44,873 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.934, mIoU: 0.678
2023-07-28 22:49:44,982 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.935, mIoU: 0.678
2023-07-28 22:49:45,086 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.935, mIoU: 0.677
2023-07-28 22:49:45,193 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.935, mIoU: 0.677
2023-07-28 22:49:45,300 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.935, mIoU: 0.677
2023-07-28 22:49:45,410 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.935, mIoU: 0.673
2023-07-28 22:49:45,514 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.934, mIoU: 0.674
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2023-07-28 22:50:06,719 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.938, mIoU: 0.673
2023-07-28 22:50:06,826 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-28 22:50:06,938 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.939, mIoU: 0.673
2023-07-28 22:50:07,057 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.939, mIoU: 0.673
2023-07-28 22:50:07,169 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.939, mIoU: 0.673
2023-07-28 22:50:07,279 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.939, mIoU: 0.673
2023-07-28 22:50:07,392 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.939, mIoU: 0.674
2023-07-28 22:50:07,504 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.939, mIoU: 0.674
2023-07-28 22:50:07,610 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.939, mIoU: 0.674
2023-07-28 22:50:07,715 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.939, mIoU: 0.674
2023-07-28 22:50:07,821 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.939, mIoU: 0.674
2023-07-28 22:50:07,924 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.940, mIoU: 0.674
2023-07-28 22:50:08,030 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.940, mIoU: 0.674
2023-07-28 22:50:08,135 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.940, mIoU: 0.674
2023-07-28 22:50:08,241 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.940, mIoU: 0.675
2023-07-28 22:50:08,351 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.940, mIoU: 0.675
2023-07-28 22:50:08,469 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.940, mIoU: 0.675
2023-07-28 22:50:08,576 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.940, mIoU: 0.675
2023-07-28 22:50:08,682 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.940, mIoU: 0.675
2023-07-28 22:50:08,800 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.940, mIoU: 0.675
2023-07-28 22:50:08,916 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.940, mIoU: 0.675
2023-07-28 22:50:09,030 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.940, mIoU: 0.675
2023-07-28 22:50:09,141 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.940, mIoU: 0.675
2023-07-28 22:50:09,251 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.940, mIoU: 0.675
2023-07-28 22:50:09,357 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.940, mIoU: 0.676
2023-07-28 22:50:09,461 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.940, mIoU: 0.675
2023-07-28 22:50:09,566 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.940, mIoU: 0.675
2023-07-28 22:50:09,669 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.940, mIoU: 0.675
2023-07-28 22:50:09,775 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.941, mIoU: 0.675
2023-07-28 22:50:09,880 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.941, mIoU: 0.676
2023-07-28 22:50:09,988 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.941, mIoU: 0.676
2023-07-28 22:50:10,096 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.941, mIoU: 0.676
2023-07-28 22:50:10,209 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.941, mIoU: 0.676
2023-07-28 22:50:10,324 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.941, mIoU: 0.677
2023-07-28 22:50:10,433 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.941, mIoU: 0.677
2023-07-28 22:50:10,543 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.941, mIoU: 0.677
2023-07-28 22:50:10,652 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.941, mIoU: 0.677
2023-07-28 22:50:10,761 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.941, mIoU: 0.677
2023-07-28 22:50:10,868 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.941, mIoU: 0.677
2023-07-28 22:50:10,974 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.941, mIoU: 0.677
2023-07-28 22:50:11,082 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.941, mIoU: 0.677
2023-07-28 22:50:11,188 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.941, mIoU: 0.677
2023-07-28 22:50:11,293 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.941, mIoU: 0.677
2023-07-28 22:50:11,398 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.941, mIoU: 0.677
2023-07-28 22:50:11,503 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.941, mIoU: 0.677
2023-07-28 22:50:11,608 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.942, mIoU: 0.677
2023-07-28 22:50:11,713 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.942, mIoU: 0.678
2023-07-28 22:50:11,823 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.942, mIoU: 0.678
2023-07-28 22:50:11,927 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.942, mIoU: 0.678
2023-07-28 22:50:12,032 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.942, mIoU: 0.678
2023-07-28 22:50:12,139 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.942, mIoU: 0.679
2023-07-28 22:50:12,250 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.942, mIoU: 0.678
2023-07-28 22:50:12,366 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.942, mIoU: 0.678
2023-07-28 22:50:12,474 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.942, mIoU: 0.678
2023-07-28 22:50:12,581 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.942, mIoU: 0.679
2023-07-28 22:50:12,689 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.942, mIoU: 0.679
2023-07-28 22:50:12,796 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.942, mIoU: 0.679
2023-07-28 22:50:12,906 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.942, mIoU: 0.679
2023-07-28 22:50:13,018 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.942, mIoU: 0.679
2023-07-28 22:50:13,124 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.942, mIoU: 0.679
2023-07-28 22:50:13,237 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.942, mIoU: 0.680
2023-07-28 22:50:13,341 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.943, mIoU: 0.680
2023-07-28 22:50:13,446 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.943, mIoU: 0.680
2023-07-28 22:50:13,551 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.943, mIoU: 0.680
2023-07-28 22:50:13,657 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.943, mIoU: 0.680
2023-07-28 22:50:13,760 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-28 22:50:13,866 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-28 22:50:13,969 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.943, mIoU: 0.680
2023-07-28 22:50:14,075 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.943, mIoU: 0.680
2023-07-28 22:50:14,180 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.943, mIoU: 0.680
2023-07-28 22:50:14,286 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.943, mIoU: 0.681
2023-07-28 22:50:14,390 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.943, mIoU: 0.680
2023-07-28 22:50:14,498 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.943, mIoU: 0.680
2023-07-28 22:50:14,609 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.943, mIoU: 0.680
2023-07-28 22:50:14,718 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.943, mIoU: 0.681
2023-07-28 22:50:14,830 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.943, mIoU: 0.681
2023-07-28 22:50:14,942 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.943, mIoU: 0.681
2023-07-28 22:50:15,054 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.943, mIoU: 0.681
2023-07-28 22:50:15,166 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-28 22:50:15,278 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-28 22:50:15,385 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-28 22:50:15,494 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-28 22:50:15,597 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-28 22:50:15,700 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-28 22:50:15,807 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-28 22:50:15,917 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-28 22:50:16,024 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-28 22:50:16,129 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-28 22:50:16,234 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-28 22:50:16,340 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-28 22:50:16,445 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-28 22:50:16,557 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-28 22:50:16,672 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-28 22:50:16,782 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-28 22:50:16,894 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-28 22:50:17,004 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-28 22:50:17,114 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-28 22:50:17,223 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-28 22:50:17,333 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-28 22:50:17,439 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-28 22:50:17,546 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-28 22:50:17,651 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.945, mIoU: 0.683
2023-07-28 22:50:17,755 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.945, mIoU: 0.683
2023-07-28 22:50:17,858 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.945, mIoU: 0.683
2023-07-28 22:50:17,965 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.945, mIoU: 0.683
2023-07-28 22:50:18,074 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.945, mIoU: 0.683
2023-07-28 22:50:18,186 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.945, mIoU: 0.683
2023-07-28 22:50:18,303 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-28 22:50:18,412 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.945, mIoU: 0.683
2023-07-28 22:50:18,522 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.945, mIoU: 0.683
2023-07-28 22:50:18,634 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.945, mIoU: 0.683
2023-07-28 22:50:18,749 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.945, mIoU: 0.683
2023-07-28 22:50:18,861 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.945, mIoU: 0.683
2023-07-28 22:50:18,976 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-28 22:50:19,084 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-28 22:50:19,190 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-28 22:50:19,294 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-28 22:50:19,400 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-28 22:50:19,507 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-28 22:50:19,617 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.946, mIoU: 0.684
2023-07-28 22:50:19,729 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.946, mIoU: 0.684
2023-07-28 22:50:19,839 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.946, mIoU: 0.684
2023-07-28 22:50:19,952 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.946, mIoU: 0.684
2023-07-28 22:50:20,063 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.946, mIoU: 0.684
2023-07-28 22:50:20,170 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:20,281 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:20,391 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:20,506 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:20,618 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:20,725 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:20,831 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.946, mIoU: 0.686
2023-07-28 22:50:20,939 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.946, mIoU: 0.686
2023-07-28 22:50:21,044 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:21,148 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:21,255 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:21,364 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:21,472 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:21,587 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:21,695 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:21,799 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:21,906 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:22,022 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:22,131 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:22,238 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:22,343 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:22,448 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:22,555 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:22,661 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:22,765 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:22,869 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-28 22:50:22,974 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:23,078 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-28 22:50:23,181 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.947, mIoU: 0.686
2023-07-28 22:50:23,284 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-28 22:50:23,388 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.947, mIoU: 0.686
2023-07-28 22:50:23,492 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.947, mIoU: 0.686
2023-07-28 22:50:23,595 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.947, mIoU: 0.686
2023-07-28 22:50:23,697 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.947, mIoU: 0.686
2023-07-28 22:50:23,799 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.947, mIoU: 0.686
2023-07-28 22:50:23,902 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.947, mIoU: 0.686
2023-07-28 22:50:24,009 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.947, mIoU: 0.686
2023-07-28 22:50:24,113 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.947, mIoU: 0.686
2023-07-28 22:50:24,216 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.947, mIoU: 0.686
2023-07-28 22:50:24,320 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.947, mIoU: 0.686
2023-07-28 22:50:24,425 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.947, mIoU: 0.686
2023-07-28 22:50:57,086 semantic_segmentation INFO: Iters: 36010/150000 || Lr: 0.015622 || Task Loss: 0.3367 || KD Loss: 0.0814|| 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: 1 day, 9:08:03 || Estimated Time: 4 days, 8:53:10
2023-07-28 22:51:29,206 semantic_segmentation INFO: Iters: 36020/150000 || Lr: 0.015621 || Task Loss: 0.2421 || KD Loss: 0.0606|| 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: 1 day, 9:08:36 || Estimated Time: 4 days, 8:52:34
2023-07-28 22:52:01,271 semantic_segmentation INFO: Iters: 36030/150000 || Lr: 0.015619 || Task Loss: 0.1809 || KD Loss: 0.0822|| 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, 9:09:08 || Estimated Time: 4 days, 8:51:58
2023-07-28 22:52:33,379 semantic_segmentation INFO: Iters: 36040/150000 || Lr: 0.015618 || Task Loss: 0.2887 || KD Loss: 0.0749|| 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, 9:09:40 || Estimated Time: 4 days, 8:51:21
2023-07-28 22:53:05,510 semantic_segmentation INFO: Iters: 36050/150000 || Lr: 0.015617 || Task Loss: 0.1871 || KD Loss: 0.0535|| 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: 1 day, 9:10:12 || Estimated Time: 4 days, 8:50:45
2023-07-28 22:53:37,629 semantic_segmentation INFO: Iters: 36060/150000 || Lr: 0.015616 || Task Loss: 0.2265 || KD Loss: 0.0566|| 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, 9:10:44 || Estimated Time: 4 days, 8:50:09
2023-07-28 22:54:09,826 semantic_segmentation INFO: Iters: 36070/150000 || Lr: 0.015614 || Task Loss: 0.1998 || KD Loss: 0.0621|| 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, 9:11:16 || Estimated Time: 4 days, 8:49:33
2023-07-28 22:54:45,267 semantic_segmentation INFO: Iters: 36080/150000 || Lr: 0.015613 || Task Loss: 0.2685 || KD Loss: 0.0766|| 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, 9:11:52 || Estimated Time: 4 days, 8:49:07
2023-07-28 22:55:17,528 semantic_segmentation INFO: Iters: 36090/150000 || Lr: 0.015612 || Task Loss: 0.1872 || KD Loss: 0.0541|| 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, 9:12:24 || Estimated Time: 4 days, 8:48:31
2023-07-28 22:55:49,744 semantic_segmentation INFO: Iters: 36100/150000 || Lr: 0.015611 || Task Loss: 0.1825 || KD Loss: 0.0543|| 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, 9:12:56 || Estimated Time: 4 days, 8:47:55
2023-07-28 22:56:22,075 semantic_segmentation INFO: Iters: 36110/150000 || Lr: 0.015609 || Task Loss: 0.3259 || KD Loss: 0.0911|| 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, 9:13:28 || Estimated Time: 4 days, 8:47:19
2023-07-28 22:56:54,320 semantic_segmentation INFO: Iters: 36120/150000 || Lr: 0.015608 || Task Loss: 0.3058 || KD Loss: 0.1023|| 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: 1 day, 9:14:01 || Estimated Time: 4 days, 8:46:43
2023-07-28 22:57:26,675 semantic_segmentation INFO: Iters: 36130/150000 || Lr: 0.015607 || Task Loss: 0.3086 || KD Loss: 0.0995|| 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, 9:14:33 || Estimated Time: 4 days, 8:46:08
2023-07-28 22:57:59,365 semantic_segmentation INFO: Iters: 36140/150000 || Lr: 0.015606 || Task Loss: 0.2080 || KD Loss: 0.0509|| 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: 1 day, 9:15:06 || Estimated Time: 4 days, 8:45:33
2023-07-28 22:58:31,702 semantic_segmentation INFO: Iters: 36150/150000 || Lr: 0.015605 || Task Loss: 0.2658 || KD Loss: 0.0892|| 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, 9:15:38 || Estimated Time: 4 days, 8:44:58
2023-07-28 22:59:03,970 semantic_segmentation INFO: Iters: 36160/150000 || Lr: 0.015603 || Task Loss: 0.3351 || KD Loss: 0.1100|| 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: 1 day, 9:16:10 || Estimated Time: 4 days, 8:44:22
2023-07-28 22:59:36,297 semantic_segmentation INFO: Iters: 36170/150000 || Lr: 0.015602 || Task Loss: 0.1635 || KD Loss: 0.0501|| 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, 9:16:43 || Estimated Time: 4 days, 8:43:46
2023-07-28 23:00:08,645 semantic_segmentation INFO: Iters: 36180/150000 || Lr: 0.015601 || Task Loss: 0.1936 || KD Loss: 0.0501|| 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, 9:17:15 || Estimated Time: 4 days, 8:43:11
2023-07-28 23:00:40,968 semantic_segmentation INFO: Iters: 36190/150000 || Lr: 0.015600 || Task Loss: 0.2578 || KD Loss: 0.0624|| 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: 1 day, 9:17:47 || Estimated Time: 4 days, 8:42:35
2023-07-28 23:01:13,332 semantic_segmentation INFO: Iters: 36200/150000 || Lr: 0.015598 || Task Loss: 0.2295 || KD Loss: 0.0655|| 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, 9:18:20 || Estimated Time: 4 days, 8:42:00
2023-07-28 23:01:45,734 semantic_segmentation INFO: Iters: 36210/150000 || Lr: 0.015597 || Task Loss: 0.2310 || KD Loss: 0.0594|| 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, 9:18:52 || Estimated Time: 4 days, 8:41:24
2023-07-28 23:02:18,064 semantic_segmentation INFO: Iters: 36220/150000 || Lr: 0.015596 || Task Loss: 0.2936 || KD Loss: 0.0768|| 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, 9:19:24 || Estimated Time: 4 days, 8:40:49
2023-07-28 23:02:50,410 semantic_segmentation INFO: Iters: 36230/150000 || Lr: 0.015595 || Task Loss: 0.2411 || KD Loss: 0.0655|| 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: 1 day, 9:19:57 || Estimated Time: 4 days, 8:40:13
2023-07-28 23:03:22,816 semantic_segmentation INFO: Iters: 36240/150000 || Lr: 0.015593 || Task Loss: 0.2968 || KD Loss: 0.0998|| 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, 9:20:29 || Estimated Time: 4 days, 8:39:38
2023-07-28 23:03:55,161 semantic_segmentation INFO: Iters: 36250/150000 || Lr: 0.015592 || Task Loss: 0.3511 || KD Loss: 0.1164|| 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, 9:21:02 || Estimated Time: 4 days, 8:39:02
2023-07-28 23:04:27,595 semantic_segmentation INFO: Iters: 36260/150000 || Lr: 0.015591 || Task Loss: 0.1988 || KD Loss: 0.0830|| 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, 9:21:34 || Estimated Time: 4 days, 8:38:27
2023-07-28 23:04:59,996 semantic_segmentation INFO: Iters: 36270/150000 || Lr: 0.015590 || Task Loss: 0.1843 || KD Loss: 0.0512|| 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, 9:22:06 || Estimated Time: 4 days, 8:37:52
2023-07-28 23:05:32,390 semantic_segmentation INFO: Iters: 36280/150000 || Lr: 0.015589 || Task Loss: 0.2465 || KD Loss: 0.0910|| 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: 1 day, 9:22:39 || Estimated Time: 4 days, 8:37:16
2023-07-28 23:06:04,772 semantic_segmentation INFO: Iters: 36290/150000 || Lr: 0.015587 || Task Loss: 0.1830 || KD Loss: 0.0483|| 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, 9:23:11 || Estimated Time: 4 days, 8:36:41
2023-07-28 23:06:37,109 semantic_segmentation INFO: Iters: 36300/150000 || Lr: 0.015586 || Task Loss: 0.2352 || KD Loss: 0.0948|| 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, 9:23:43 || Estimated Time: 4 days, 8:36:05
2023-07-28 23:07:09,535 semantic_segmentation INFO: Iters: 36310/150000 || Lr: 0.015585 || Task Loss: 0.2316 || KD Loss: 0.0706|| 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, 9:24:16 || Estimated Time: 4 days, 8:35:30
2023-07-28 23:07:42,390 semantic_segmentation INFO: Iters: 36320/150000 || Lr: 0.015584 || Task Loss: 0.3309 || KD Loss: 0.1242|| 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, 9:24:49 || Estimated Time: 4 days, 8:34:56
2023-07-28 23:08:14,779 semantic_segmentation INFO: Iters: 36330/150000 || Lr: 0.015582 || Task Loss: 0.2062 || KD Loss: 0.0577|| 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: 1 day, 9:25:21 || Estimated Time: 4 days, 8:34:21
2023-07-28 23:08:47,174 semantic_segmentation INFO: Iters: 36340/150000 || Lr: 0.015581 || Task Loss: 0.2509 || KD Loss: 0.0858|| 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, 9:25:54 || Estimated Time: 4 days, 8:33:45
2023-07-28 23:09:19,578 semantic_segmentation INFO: Iters: 36350/150000 || Lr: 0.015580 || Task Loss: 0.2006 || KD Loss: 0.0732|| 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, 9:26:26 || Estimated Time: 4 days, 8:33:10
2023-07-28 23:09:52,026 semantic_segmentation INFO: Iters: 36360/150000 || Lr: 0.015579 || Task Loss: 0.2623 || KD Loss: 0.0726|| 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, 9:26:58 || Estimated Time: 4 days, 8:32:35
2023-07-28 23:10:24,465 semantic_segmentation INFO: Iters: 36370/150000 || Lr: 0.015577 || Task Loss: 0.2302 || KD Loss: 0.0597|| 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, 9:27:31 || Estimated Time: 4 days, 8:31:59
2023-07-28 23:10:56,940 semantic_segmentation INFO: Iters: 36380/150000 || Lr: 0.015576 || Task Loss: 0.3270 || KD Loss: 0.0970|| 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: 1 day, 9:28:03 || Estimated Time: 4 days, 8:31:24
2023-07-28 23:11:29,318 semantic_segmentation INFO: Iters: 36390/150000 || Lr: 0.015575 || Task Loss: 0.2622 || KD Loss: 0.0725|| 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: 1 day, 9:28:36 || Estimated Time: 4 days, 8:30:49
2023-07-28 23:12:01,664 semantic_segmentation INFO: Iters: 36400/150000 || Lr: 0.015574 || Task Loss: 0.2839 || KD Loss: 0.0979|| 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, 9:29:08 || Estimated Time: 4 days, 8:30:13
2023-07-28 23:12:34,265 semantic_segmentation INFO: Iters: 36410/150000 || Lr: 0.015572 || Task Loss: 0.2606 || KD Loss: 0.0870|| 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, 9:29:41 || Estimated Time: 4 days, 8:29:39
2023-07-28 23:13:06,736 semantic_segmentation INFO: Iters: 36420/150000 || Lr: 0.015571 || Task Loss: 0.2149 || KD Loss: 0.0577|| 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, 9:30:13 || Estimated Time: 4 days, 8:29:04
2023-07-28 23:13:39,161 semantic_segmentation INFO: Iters: 36430/150000 || Lr: 0.015570 || Task Loss: 0.4038 || KD Loss: 0.1270|| 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: 1 day, 9:30:46 || Estimated Time: 4 days, 8:28:28
2023-07-28 23:14:11,617 semantic_segmentation INFO: Iters: 36440/150000 || Lr: 0.015569 || Task Loss: 0.2113 || KD Loss: 0.0469|| 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: 1 day, 9:31:18 || Estimated Time: 4 days, 8:27:53
2023-07-28 23:14:44,077 semantic_segmentation INFO: Iters: 36450/150000 || Lr: 0.015568 || Task Loss: 0.2648 || KD Loss: 0.0709|| 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: 1 day, 9:31:50 || Estimated Time: 4 days, 8:27:18
2023-07-28 23:15:16,549 semantic_segmentation INFO: Iters: 36460/150000 || Lr: 0.015566 || Task Loss: 0.2790 || KD Loss: 0.0974|| 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, 9:32:23 || Estimated Time: 4 days, 8:26:43
2023-07-28 23:15:49,040 semantic_segmentation INFO: Iters: 36470/150000 || Lr: 0.015565 || Task Loss: 0.2181 || KD Loss: 0.0645|| 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, 9:32:55 || Estimated Time: 4 days, 8:26:08
2023-07-28 23:16:21,539 semantic_segmentation INFO: Iters: 36480/150000 || Lr: 0.015564 || Task Loss: 0.1346 || KD Loss: 0.0459|| 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, 9:33:28 || Estimated Time: 4 days, 8:25:33
2023-07-28 23:16:53,978 semantic_segmentation INFO: Iters: 36490/150000 || Lr: 0.015563 || Task Loss: 0.2648 || KD Loss: 0.0837|| 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, 9:34:00 || Estimated Time: 4 days, 8:24:57
2023-07-28 23:17:27,185 semantic_segmentation INFO: Iters: 36500/150000 || Lr: 0.015561 || Task Loss: 0.1845 || KD Loss: 0.0638|| 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, 9:34:34 || Estimated Time: 4 days, 8:24:24
2023-07-28 23:18:02,120 semantic_segmentation INFO: Iters: 36510/150000 || Lr: 0.015560 || Task Loss: 0.2298 || KD Loss: 0.0670|| 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, 9:35:08 || Estimated Time: 4 days, 8:23:57
2023-07-28 23:18:34,481 semantic_segmentation INFO: Iters: 36520/150000 || Lr: 0.015559 || Task Loss: 0.2488 || KD Loss: 0.0713|| 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, 9:35:41 || Estimated Time: 4 days, 8:23:22
2023-07-28 23:19:06,926 semantic_segmentation INFO: Iters: 36530/150000 || Lr: 0.015558 || Task Loss: 0.1534 || KD Loss: 0.0346|| 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: 1 day, 9:36:13 || Estimated Time: 4 days, 8:22:46
2023-07-28 23:19:39,425 semantic_segmentation INFO: Iters: 36540/150000 || Lr: 0.015556 || Task Loss: 0.2030 || KD Loss: 0.0506|| 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, 9:36:46 || Estimated Time: 4 days, 8:22:11
2023-07-28 23:20:11,914 semantic_segmentation INFO: Iters: 36550/150000 || Lr: 0.015555 || Task Loss: 0.2303 || KD Loss: 0.0501|| 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: 1 day, 9:37:18 || Estimated Time: 4 days, 8:21:36
2023-07-28 23:20:44,326 semantic_segmentation INFO: Iters: 36560/150000 || Lr: 0.015554 || Task Loss: 0.1684 || KD Loss: 0.0863|| 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, 9:37:51 || Estimated Time: 4 days, 8:21:01
2023-07-28 23:21:16,858 semantic_segmentation INFO: Iters: 36570/150000 || Lr: 0.015553 || Task Loss: 0.2034 || KD Loss: 0.0536|| 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, 9:38:23 || Estimated Time: 4 days, 8:20:26
2023-07-28 23:21:49,442 semantic_segmentation INFO: Iters: 36580/150000 || Lr: 0.015551 || Task Loss: 0.1995 || KD Loss: 0.0571|| 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, 9:38:56 || Estimated Time: 4 days, 8:19:51
2023-07-28 23:22:21,979 semantic_segmentation INFO: Iters: 36590/150000 || Lr: 0.015550 || Task Loss: 0.2932 || KD Loss: 0.0729|| 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: 1 day, 9:39:28 || Estimated Time: 4 days, 8:19:16
2023-07-28 23:22:54,567 semantic_segmentation INFO: Iters: 36600/150000 || Lr: 0.015549 || Task Loss: 0.3918 || KD Loss: 0.1528|| 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: 1 day, 9:40:01 || Estimated Time: 4 days, 8:18:42
2023-07-28 23:23:27,030 semantic_segmentation INFO: Iters: 36610/150000 || Lr: 0.015548 || Task Loss: 0.1882 || KD Loss: 0.0667|| 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, 9:40:33 || Estimated Time: 4 days, 8:18:07
2023-07-28 23:23:59,553 semantic_segmentation INFO: Iters: 36620/150000 || Lr: 0.015547 || Task Loss: 0.2203 || KD Loss: 0.0648|| 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, 9:41:06 || Estimated Time: 4 days, 8:17:32
2023-07-28 23:24:32,076 semantic_segmentation INFO: Iters: 36630/150000 || Lr: 0.015545 || Task Loss: 0.2604 || KD Loss: 0.0901|| 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, 9:41:38 || Estimated Time: 4 days, 8:16:57
2023-07-28 23:25:04,644 semantic_segmentation INFO: Iters: 36640/150000 || Lr: 0.015544 || Task Loss: 0.2456 || KD Loss: 0.0640|| 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: 1 day, 9:42:11 || Estimated Time: 4 days, 8:16:22
2023-07-28 23:25:37,062 semantic_segmentation INFO: Iters: 36650/150000 || Lr: 0.015543 || Task Loss: 0.1966 || KD Loss: 0.0628|| 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, 9:42:43 || Estimated Time: 4 days, 8:15:47
2023-07-28 23:26:09,703 semantic_segmentation INFO: Iters: 36660/150000 || Lr: 0.015542 || Task Loss: 0.3170 || KD Loss: 0.0761|| 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, 9:43:16 || Estimated Time: 4 days, 8:15:12
2023-07-28 23:26:42,179 semantic_segmentation INFO: Iters: 36670/150000 || Lr: 0.015540 || Task Loss: 0.4239 || KD Loss: 0.1490|| 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: 1 day, 9:43:49 || Estimated Time: 4 days, 8:14:37
2023-07-28 23:27:14,763 semantic_segmentation INFO: Iters: 36680/150000 || Lr: 0.015539 || Task Loss: 0.2352 || KD Loss: 0.0655|| 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, 9:44:21 || Estimated Time: 4 days, 8:14:02
2023-07-28 23:27:47,301 semantic_segmentation INFO: Iters: 36690/150000 || Lr: 0.015538 || Task Loss: 0.3008 || KD Loss: 0.0765|| 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, 9:44:54 || Estimated Time: 4 days, 8:13:27
2023-07-28 23:28:19,869 semantic_segmentation INFO: Iters: 36700/150000 || Lr: 0.015537 || Task Loss: 0.1976 || KD Loss: 0.0705|| 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, 9:45:26 || Estimated Time: 4 days, 8:12:52
2023-07-28 23:28:52,408 semantic_segmentation INFO: Iters: 36710/150000 || Lr: 0.015535 || Task Loss: 0.1851 || KD Loss: 0.0465|| 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, 9:45:59 || Estimated Time: 4 days, 8:12:18
2023-07-28 23:29:24,932 semantic_segmentation INFO: Iters: 36720/150000 || Lr: 0.015534 || Task Loss: 0.2263 || KD Loss: 0.0564|| 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, 9:46:31 || Estimated Time: 4 days, 8:11:43
2023-07-28 23:29:57,505 semantic_segmentation INFO: Iters: 36730/150000 || Lr: 0.015533 || Task Loss: 0.2635 || KD Loss: 0.0782|| 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: 1 day, 9:47:04 || Estimated Time: 4 days, 8:11:08
2023-07-28 23:30:30,054 semantic_segmentation INFO: Iters: 36740/150000 || Lr: 0.015532 || Task Loss: 0.2003 || KD Loss: 0.0564|| 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, 9:47:36 || Estimated Time: 4 days, 8:10:33
2023-07-28 23:31:02,675 semantic_segmentation INFO: Iters: 36750/150000 || Lr: 0.015531 || Task Loss: 0.2501 || KD Loss: 0.0737|| 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, 9:48:09 || Estimated Time: 4 days, 8:09:58
2023-07-28 23:31:35,323 semantic_segmentation INFO: Iters: 36760/150000 || Lr: 0.015529 || Task Loss: 0.2127 || KD Loss: 0.0654|| 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, 9:48:42 || Estimated Time: 4 days, 8:09:24
2023-07-28 23:32:07,947 semantic_segmentation INFO: Iters: 36770/150000 || Lr: 0.015528 || Task Loss: 0.2048 || KD Loss: 0.0673|| 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, 9:49:14 || Estimated Time: 4 days, 8:08:49
2023-07-28 23:32:40,686 semantic_segmentation INFO: Iters: 36780/150000 || Lr: 0.015527 || Task Loss: 0.2424 || KD Loss: 0.0620|| 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, 9:49:47 || Estimated Time: 4 days, 8:08:15
2023-07-28 23:33:13,256 semantic_segmentation INFO: Iters: 36790/150000 || Lr: 0.015526 || Task Loss: 0.2166 || KD Loss: 0.0631|| 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, 9:50:20 || Estimated Time: 4 days, 8:07:40
2023-07-28 23:33:45,945 semantic_segmentation INFO: Iters: 36800/150000 || Lr: 0.015524 || Task Loss: 0.2272 || KD Loss: 0.0585|| 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, 9:50:52 || Estimated Time: 4 days, 8:07:06
2023-07-28 23:33:46,018 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-28 23:33:46,840 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.399
2023-07-28 23:33:46,968 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.491
2023-07-28 23:33:47,076 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.509
2023-07-28 23:33:47,189 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.532
2023-07-28 23:33:47,294 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.525
2023-07-28 23:33:47,403 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.526
2023-07-28 23:33:47,512 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.536
2023-07-28 23:33:47,620 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.581
2023-07-28 23:33:47,731 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.623
2023-07-28 23:33:47,841 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.668
2023-07-28 23:33:47,950 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.678
2023-07-28 23:33:48,060 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.960, mIoU: 0.693
2023-07-28 23:33:48,170 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.960, mIoU: 0.697
2023-07-28 23:33:48,279 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.689
2023-07-28 23:33:48,385 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.955, mIoU: 0.691
2023-07-28 23:33:48,500 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.683
2023-07-28 23:33:48,610 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.687
2023-07-28 23:33:48,720 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.687
2023-07-28 23:33:48,834 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.951, mIoU: 0.697
2023-07-28 23:33:48,940 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.704
2023-07-28 23:33:49,045 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.703
2023-07-28 23:33:49,152 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.946, mIoU: 0.687
2023-07-28 23:33:49,262 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.946, mIoU: 0.686
2023-07-28 23:33:49,372 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.945, mIoU: 0.692
2023-07-28 23:33:49,484 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.943, mIoU: 0.700
2023-07-28 23:33:49,593 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.943, mIoU: 0.702
2023-07-28 23:33:49,703 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.942, mIoU: 0.693
2023-07-28 23:33:49,814 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.941, mIoU: 0.689
2023-07-28 23:33:49,924 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.941, mIoU: 0.691
2023-07-28 23:33:50,029 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.941, mIoU: 0.692
2023-07-28 23:33:50,133 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.941, mIoU: 0.691
2023-07-28 23:33:50,237 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.940, mIoU: 0.688
2023-07-28 23:33:50,341 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.941, mIoU: 0.690
2023-07-28 23:33:50,445 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.941, mIoU: 0.690
2023-07-28 23:33:50,551 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.940, mIoU: 0.688
2023-07-28 23:33:50,654 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.940, mIoU: 0.686
2023-07-28 23:33:50,760 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.940, mIoU: 0.685
2023-07-28 23:33:50,867 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.684
2023-07-28 23:33:50,978 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-28 23:33:51,091 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.685
2023-07-28 23:33:51,197 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.939, mIoU: 0.685
2023-07-28 23:33:51,305 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.940, mIoU: 0.685
2023-07-28 23:33:51,411 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.940, mIoU: 0.686
2023-07-28 23:33:51,523 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.941, mIoU: 0.688
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2023-07-28 23:33:51,967 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-28 23:33:52,077 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.943, mIoU: 0.688
2023-07-28 23:33:52,187 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.943, mIoU: 0.690
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2023-07-28 23:33:53,055 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.942, mIoU: 0.706
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2023-07-28 23:33:53,700 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.715
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2023-07-28 23:33:54,015 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.940, mIoU: 0.715
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2023-07-28 23:33:54,970 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.940, mIoU: 0.710
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2023-07-28 23:33:55,843 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.939, mIoU: 0.709
2023-07-28 23:33:55,947 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.705
2023-07-28 23:33:56,052 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.936, mIoU: 0.705
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2023-07-28 23:34:00,983 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.936, mIoU: 0.707
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2023-07-28 23:34:34,709 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-28 23:34:34,819 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-28 23:34:34,933 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-28 23:34:35,047 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-28 23:34:35,162 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-28 23:34:35,274 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-28 23:34:35,386 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-28 23:34:35,492 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-28 23:34:35,596 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-28 23:34:35,702 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.945, mIoU: 0.702
2023-07-28 23:34:35,805 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.945, mIoU: 0.702
2023-07-28 23:34:35,910 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.945, mIoU: 0.702
2023-07-28 23:34:36,017 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.945, mIoU: 0.702
2023-07-28 23:34:36,127 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-28 23:34:36,238 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-28 23:34:36,355 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-28 23:34:36,467 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.945, mIoU: 0.702
2023-07-28 23:34:36,577 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.945, mIoU: 0.702
2023-07-28 23:34:36,689 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.945, mIoU: 0.703
2023-07-28 23:34:36,803 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.945, mIoU: 0.703
2023-07-28 23:34:36,916 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.945, mIoU: 0.703
2023-07-28 23:34:37,027 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-28 23:34:37,138 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-28 23:34:37,247 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-28 23:34:37,356 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-28 23:34:37,466 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-28 23:34:37,583 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-28 23:34:37,691 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-28 23:34:37,797 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-28 23:34:37,906 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-28 23:34:38,016 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-28 23:34:38,127 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-28 23:34:38,237 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-28 23:34:38,342 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-28 23:34:38,448 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-28 23:34:38,555 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-28 23:34:38,657 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-28 23:34:38,761 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-28 23:34:38,866 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-28 23:34:38,971 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-28 23:34:39,076 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-28 23:34:39,185 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-28 23:34:39,290 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-28 23:34:39,394 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-28 23:34:39,499 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-28 23:34:39,603 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-28 23:34:39,707 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-28 23:34:39,810 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-28 23:34:39,917 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-28 23:34:40,027 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-28 23:34:40,139 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-28 23:34:40,266 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-28 23:34:40,378 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-28 23:34:40,488 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-28 23:34:40,599 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.946, mIoU: 0.706
2023-07-28 23:34:40,709 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.946, mIoU: 0.706
2023-07-28 23:34:40,815 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.946, mIoU: 0.706
2023-07-28 23:34:40,920 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.946, mIoU: 0.706
2023-07-28 23:34:41,025 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-28 23:34:41,129 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-28 23:34:41,236 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-28 23:34:41,339 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-28 23:35:14,383 semantic_segmentation INFO: Iters: 36810/150000 || Lr: 0.015523 || Task Loss: 0.2866 || KD Loss: 0.0871|| 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: 1 day, 9:52:21 || Estimated Time: 4 days, 8:09:23
2023-07-28 23:35:46,967 semantic_segmentation INFO: Iters: 36820/150000 || Lr: 0.015522 || Task Loss: 0.2096 || KD Loss: 0.0743|| 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, 9:52:53 || Estimated Time: 4 days, 8:08:48
2023-07-28 23:36:19,546 semantic_segmentation INFO: Iters: 36830/150000 || Lr: 0.015521 || Task Loss: 0.2371 || KD Loss: 0.0642|| 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: 1 day, 9:53:26 || Estimated Time: 4 days, 8:08:13
2023-07-28 23:36:52,202 semantic_segmentation INFO: Iters: 36840/150000 || Lr: 0.015519 || Task Loss: 0.1915 || KD Loss: 0.0591|| 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, 9:53:59 || Estimated Time: 4 days, 8:07:39
2023-07-28 23:37:24,767 semantic_segmentation INFO: Iters: 36850/150000 || Lr: 0.015518 || Task Loss: 0.2280 || KD Loss: 0.0873|| 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, 9:54:31 || Estimated Time: 4 days, 8:07:04
2023-07-28 23:37:57,349 semantic_segmentation INFO: Iters: 36860/150000 || Lr: 0.015517 || Task Loss: 0.2838 || KD Loss: 0.0666|| 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, 9:55:04 || Estimated Time: 4 days, 8:06:29
2023-07-28 23:38:29,891 semantic_segmentation INFO: Iters: 36870/150000 || Lr: 0.015516 || Task Loss: 0.3003 || KD Loss: 0.0882|| 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, 9:55:36 || Estimated Time: 4 days, 8:05:54
2023-07-28 23:39:02,548 semantic_segmentation INFO: Iters: 36880/150000 || Lr: 0.015514 || Task Loss: 0.2734 || KD Loss: 0.1065|| 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: 1 day, 9:56:09 || Estimated Time: 4 days, 8:05:19
2023-07-28 23:39:35,208 semantic_segmentation INFO: Iters: 36890/150000 || Lr: 0.015513 || Task Loss: 0.2109 || KD Loss: 0.0566|| 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, 9:56:42 || Estimated Time: 4 days, 8:04:45
2023-07-28 23:40:07,857 semantic_segmentation INFO: Iters: 36900/150000 || Lr: 0.015512 || Task Loss: 0.1334 || KD Loss: 0.0382|| 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, 9:57:14 || Estimated Time: 4 days, 8:04:10
2023-07-28 23:40:40,566 semantic_segmentation INFO: Iters: 36910/150000 || Lr: 0.015511 || Task Loss: 0.1802 || KD Loss: 0.0560|| 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, 9:57:47 || Estimated Time: 4 days, 8:03:36
2023-07-28 23:41:16,396 semantic_segmentation INFO: Iters: 36920/150000 || Lr: 0.015510 || Task Loss: 0.2240 || KD Loss: 0.0772|| 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: 1 day, 9:58:23 || Estimated Time: 4 days, 8:03:11
2023-07-28 23:41:49,151 semantic_segmentation INFO: Iters: 36930/150000 || Lr: 0.015508 || Task Loss: 0.2452 || KD Loss: 0.0780|| 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, 9:58:56 || Estimated Time: 4 days, 8:02:37
2023-07-28 23:42:21,721 semantic_segmentation INFO: Iters: 36940/150000 || Lr: 0.015507 || Task Loss: 0.1816 || KD Loss: 0.0442|| 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, 9:59:28 || Estimated Time: 4 days, 8:02:02
2023-07-28 23:42:54,502 semantic_segmentation INFO: Iters: 36950/150000 || Lr: 0.015506 || Task Loss: 0.1548 || KD Loss: 0.0452|| 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, 10:00:01 || Estimated Time: 4 days, 8:01:28
2023-07-28 23:43:27,076 semantic_segmentation INFO: Iters: 36960/150000 || Lr: 0.015505 || Task Loss: 0.2028 || KD Loss: 0.0516|| 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, 10:00:33 || Estimated Time: 4 days, 8:00:53
2023-07-28 23:43:59,859 semantic_segmentation INFO: Iters: 36970/150000 || Lr: 0.015503 || Task Loss: 0.2400 || KD Loss: 0.0549|| 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, 10:01:06 || Estimated Time: 4 days, 8:00:19
2023-07-28 23:44:32,620 semantic_segmentation INFO: Iters: 36980/150000 || Lr: 0.015502 || Task Loss: 0.2082 || KD Loss: 0.0648|| 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, 10:01:39 || Estimated Time: 4 days, 7:59:45
2023-07-28 23:45:05,390 semantic_segmentation INFO: Iters: 36990/150000 || Lr: 0.015501 || Task Loss: 0.3220 || KD Loss: 0.1196|| 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: 1 day, 10:02:12 || Estimated Time: 4 days, 7:59:10
2023-07-28 23:45:38,157 semantic_segmentation INFO: Iters: 37000/150000 || Lr: 0.015500 || Task Loss: 0.2487 || KD Loss: 0.0867|| 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, 10:02:45 || Estimated Time: 4 days, 7:58:36
2023-07-28 23:46:10,966 semantic_segmentation INFO: Iters: 37010/150000 || Lr: 0.015498 || Task Loss: 0.2231 || KD Loss: 0.0600|| 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, 10:03:17 || Estimated Time: 4 days, 7:58:02
2023-07-28 23:46:43,682 semantic_segmentation INFO: Iters: 37020/150000 || Lr: 0.015497 || Task Loss: 0.2827 || KD Loss: 0.0718|| 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, 10:03:50 || Estimated Time: 4 days, 7:57:28
2023-07-28 23:47:16,467 semantic_segmentation INFO: Iters: 37030/150000 || Lr: 0.015496 || Task Loss: 0.4703 || KD Loss: 0.1490|| 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, 10:04:23 || Estimated Time: 4 days, 7:56:54
2023-07-28 23:47:49,234 semantic_segmentation INFO: Iters: 37040/150000 || Lr: 0.015495 || Task Loss: 0.2775 || KD Loss: 0.0587|| 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, 10:04:56 || Estimated Time: 4 days, 7:56:19
2023-07-28 23:48:21,972 semantic_segmentation INFO: Iters: 37050/150000 || Lr: 0.015493 || Task Loss: 0.2602 || KD Loss: 0.0657|| 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: 1 day, 10:05:28 || Estimated Time: 4 days, 7:55:45
2023-07-28 23:48:54,764 semantic_segmentation INFO: Iters: 37060/150000 || Lr: 0.015492 || Task Loss: 0.2160 || KD Loss: 0.0528|| 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, 10:06:01 || Estimated Time: 4 days, 7:55:11
2023-07-28 23:49:27,522 semantic_segmentation INFO: Iters: 37070/150000 || Lr: 0.015491 || Task Loss: 0.2202 || KD Loss: 0.0656|| 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: 1 day, 10:06:34 || Estimated Time: 4 days, 7:54:37
2023-07-28 23:50:00,269 semantic_segmentation INFO: Iters: 37080/150000 || Lr: 0.015490 || Task Loss: 0.3125 || KD Loss: 0.0733|| 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, 10:07:07 || Estimated Time: 4 days, 7:54:02
2023-07-28 23:50:33,089 semantic_segmentation INFO: Iters: 37090/150000 || Lr: 0.015489 || Task Loss: 0.2320 || KD Loss: 0.0761|| 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, 10:07:39 || Estimated Time: 4 days, 7:53:28
2023-07-28 23:51:05,922 semantic_segmentation INFO: Iters: 37100/150000 || Lr: 0.015487 || Task Loss: 0.2384 || KD Loss: 0.1321|| 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, 10:08:12 || Estimated Time: 4 days, 7:52:54
2023-07-28 23:51:38,614 semantic_segmentation INFO: Iters: 37110/150000 || Lr: 0.015486 || Task Loss: 0.2645 || KD Loss: 0.0670|| 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: 1 day, 10:08:45 || Estimated Time: 4 days, 7:52:20
2023-07-28 23:52:11,561 semantic_segmentation INFO: Iters: 37120/150000 || Lr: 0.015485 || Task Loss: 0.1940 || KD Loss: 0.0490|| 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: 1 day, 10:09:18 || Estimated Time: 4 days, 7:51:46
2023-07-28 23:52:44,346 semantic_segmentation INFO: Iters: 37130/150000 || Lr: 0.015484 || Task Loss: 0.2644 || KD Loss: 0.0772|| 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: 1 day, 10:09:51 || Estimated Time: 4 days, 7:51:12
2023-07-28 23:53:17,173 semantic_segmentation INFO: Iters: 37140/150000 || Lr: 0.015482 || Task Loss: 0.2540 || KD Loss: 0.0675|| 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, 10:10:24 || Estimated Time: 4 days, 7:50:38
2023-07-28 23:53:49,960 semantic_segmentation INFO: Iters: 37150/150000 || Lr: 0.015481 || Task Loss: 0.2411 || KD Loss: 0.0553|| 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, 10:10:56 || Estimated Time: 4 days, 7:50:04
2023-07-28 23:54:22,727 semantic_segmentation INFO: Iters: 37160/150000 || Lr: 0.015480 || Task Loss: 0.2024 || KD Loss: 0.0591|| 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, 10:11:29 || Estimated Time: 4 days, 7:49:30
2023-07-28 23:54:55,484 semantic_segmentation INFO: Iters: 37170/150000 || Lr: 0.015479 || Task Loss: 0.3017 || KD Loss: 0.1005|| 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, 10:12:02 || Estimated Time: 4 days, 7:48:55
2023-07-28 23:55:28,260 semantic_segmentation INFO: Iters: 37180/150000 || Lr: 0.015477 || Task Loss: 0.2834 || KD Loss: 0.0714|| 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: 1 day, 10:12:35 || Estimated Time: 4 days, 7:48:21
2023-07-28 23:56:01,040 semantic_segmentation INFO: Iters: 37190/150000 || Lr: 0.015476 || Task Loss: 0.2701 || KD Loss: 0.0793|| 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, 10:13:07 || Estimated Time: 4 days, 7:47:47
2023-07-28 23:56:33,774 semantic_segmentation INFO: Iters: 37200/150000 || Lr: 0.015475 || Task Loss: 0.4019 || KD Loss: 0.1766|| 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, 10:13:40 || Estimated Time: 4 days, 7:47:13
2023-07-28 23:57:06,527 semantic_segmentation INFO: Iters: 37210/150000 || Lr: 0.015474 || Task Loss: 0.2192 || KD Loss: 0.0582|| 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, 10:14:13 || Estimated Time: 4 days, 7:46:39
2023-07-28 23:57:39,252 semantic_segmentation INFO: Iters: 37220/150000 || Lr: 0.015472 || Task Loss: 0.1904 || KD Loss: 0.0829|| 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, 10:14:46 || Estimated Time: 4 days, 7:46:04
2023-07-28 23:58:12,074 semantic_segmentation INFO: Iters: 37230/150000 || Lr: 0.015471 || Task Loss: 0.1937 || KD Loss: 0.0606|| 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, 10:15:18 || Estimated Time: 4 days, 7:45:30
2023-07-28 23:58:44,863 semantic_segmentation INFO: Iters: 37240/150000 || Lr: 0.015470 || Task Loss: 0.1350 || KD Loss: 0.0545|| 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, 10:15:51 || Estimated Time: 4 days, 7:44:56
2023-07-28 23:59:17,627 semantic_segmentation INFO: Iters: 37250/150000 || Lr: 0.015469 || Task Loss: 0.2235 || KD Loss: 0.0606|| 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: 1 day, 10:16:24 || Estimated Time: 4 days, 7:44:22
2023-07-28 23:59:50,398 semantic_segmentation INFO: Iters: 37260/150000 || Lr: 0.015468 || Task Loss: 0.2888 || KD Loss: 0.1095|| 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, 10:16:57 || Estimated Time: 4 days, 7:43:48
2023-07-29 00:00:23,167 semantic_segmentation INFO: Iters: 37270/150000 || Lr: 0.015466 || Task Loss: 0.4422 || KD Loss: 0.1231|| 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: 1 day, 10:17:30 || Estimated Time: 4 days, 7:43:13
2023-07-29 00:00:55,951 semantic_segmentation INFO: Iters: 37280/150000 || Lr: 0.015465 || Task Loss: 0.3727 || KD Loss: 0.1920|| 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, 10:18:02 || Estimated Time: 4 days, 7:42:39
2023-07-29 00:01:28,701 semantic_segmentation INFO: Iters: 37290/150000 || Lr: 0.015464 || Task Loss: 0.3199 || KD Loss: 0.0775|| 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, 10:18:35 || Estimated Time: 4 days, 7:42:05
2023-07-29 00:02:01,474 semantic_segmentation INFO: Iters: 37300/150000 || Lr: 0.015463 || Task Loss: 0.2515 || KD Loss: 0.0932|| 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, 10:19:08 || Estimated Time: 4 days, 7:41:31
2023-07-29 00:02:34,220 semantic_segmentation INFO: Iters: 37310/150000 || Lr: 0.015461 || Task Loss: 0.4003 || KD Loss: 0.1300|| 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: 1 day, 10:19:41 || Estimated Time: 4 days, 7:40:57
2023-07-29 00:03:07,019 semantic_segmentation INFO: Iters: 37320/150000 || Lr: 0.015460 || Task Loss: 0.3716 || KD Loss: 0.1083|| 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, 10:20:13 || Estimated Time: 4 days, 7:40:22
2023-07-29 00:03:39,743 semantic_segmentation INFO: Iters: 37330/150000 || Lr: 0.015459 || Task Loss: 0.2214 || KD Loss: 0.0778|| 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, 10:20:46 || Estimated Time: 4 days, 7:39:48
2023-07-29 00:04:12,509 semantic_segmentation INFO: Iters: 37340/150000 || Lr: 0.015458 || Task Loss: 0.3053 || KD Loss: 0.0811|| 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, 10:21:19 || Estimated Time: 4 days, 7:39:14
2023-07-29 00:04:48,559 semantic_segmentation INFO: Iters: 37350/150000 || Lr: 0.015456 || Task Loss: 0.1720 || KD Loss: 0.0453|| 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: 1 day, 10:21:55 || Estimated Time: 4 days, 7:38:50
2023-07-29 00:05:21,279 semantic_segmentation INFO: Iters: 37360/150000 || Lr: 0.015455 || Task Loss: 0.2945 || KD Loss: 0.1045|| 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, 10:22:28 || Estimated Time: 4 days, 7:38:15
2023-07-29 00:05:54,027 semantic_segmentation INFO: Iters: 37370/150000 || Lr: 0.015454 || Task Loss: 0.2423 || KD Loss: 0.0545|| 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, 10:23:00 || Estimated Time: 4 days, 7:37:41
2023-07-29 00:06:26,828 semantic_segmentation INFO: Iters: 37380/150000 || Lr: 0.015453 || Task Loss: 0.2052 || KD Loss: 0.0464|| 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, 10:23:33 || Estimated Time: 4 days, 7:37:07
2023-07-29 00:06:59,630 semantic_segmentation INFO: Iters: 37390/150000 || Lr: 0.015451 || Task Loss: 0.2034 || KD Loss: 0.0615|| 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, 10:24:06 || Estimated Time: 4 days, 7:36:33
2023-07-29 00:07:32,424 semantic_segmentation INFO: Iters: 37400/150000 || Lr: 0.015450 || Task Loss: 0.1614 || KD Loss: 0.0493|| 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, 10:24:39 || Estimated Time: 4 days, 7:35:59
2023-07-29 00:08:05,213 semantic_segmentation INFO: Iters: 37410/150000 || Lr: 0.015449 || Task Loss: 0.2827 || KD Loss: 0.0860|| 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, 10:25:12 || Estimated Time: 4 days, 7:35:25
2023-07-29 00:08:37,958 semantic_segmentation INFO: Iters: 37420/150000 || Lr: 0.015448 || Task Loss: 0.2179 || KD Loss: 0.0814|| 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, 10:25:44 || Estimated Time: 4 days, 7:34:50
2023-07-29 00:09:10,725 semantic_segmentation INFO: Iters: 37430/150000 || Lr: 0.015447 || Task Loss: 0.2129 || KD Loss: 0.0615|| 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, 10:26:17 || Estimated Time: 4 days, 7:34:16
2023-07-29 00:09:43,477 semantic_segmentation INFO: Iters: 37440/150000 || Lr: 0.015445 || Task Loss: 0.1864 || KD Loss: 0.0707|| 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, 10:26:50 || Estimated Time: 4 days, 7:33:42
2023-07-29 00:10:16,248 semantic_segmentation INFO: Iters: 37450/150000 || Lr: 0.015444 || Task Loss: 0.5216 || KD Loss: 0.2941|| 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, 10:27:23 || Estimated Time: 4 days, 7:33:08
2023-07-29 00:10:49,021 semantic_segmentation INFO: Iters: 37460/150000 || Lr: 0.015443 || Task Loss: 0.3009 || KD Loss: 0.0821|| 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: 1 day, 10:27:55 || Estimated Time: 4 days, 7:32:34
2023-07-29 00:11:21,783 semantic_segmentation INFO: Iters: 37470/150000 || Lr: 0.015442 || Task Loss: 0.2545 || KD Loss: 0.0689|| 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: 1 day, 10:28:28 || Estimated Time: 4 days, 7:31:59
2023-07-29 00:11:54,556 semantic_segmentation INFO: Iters: 37480/150000 || Lr: 0.015440 || Task Loss: 0.1803 || KD Loss: 0.0422|| 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, 10:29:01 || Estimated Time: 4 days, 7:31:25
2023-07-29 00:12:27,315 semantic_segmentation INFO: Iters: 37490/150000 || Lr: 0.015439 || Task Loss: 0.2139 || KD Loss: 0.0606|| 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, 10:29:34 || Estimated Time: 4 days, 7:30:51
2023-07-29 00:13:00,110 semantic_segmentation INFO: Iters: 37500/150000 || Lr: 0.015438 || Task Loss: 0.2103 || KD Loss: 0.0893|| 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, 10:30:06 || Estimated Time: 4 days, 7:30:17
2023-07-29 00:13:32,863 semantic_segmentation INFO: Iters: 37510/150000 || Lr: 0.015437 || Task Loss: 0.2586 || KD Loss: 0.0607|| 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: 1 day, 10:30:39 || Estimated Time: 4 days, 7:29:43
2023-07-29 00:14:05,633 semantic_segmentation INFO: Iters: 37520/150000 || Lr: 0.015435 || Task Loss: 0.1702 || KD Loss: 0.0428|| 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, 10:31:12 || Estimated Time: 4 days, 7:29:08
2023-07-29 00:14:38,393 semantic_segmentation INFO: Iters: 37530/150000 || Lr: 0.015434 || Task Loss: 0.2494 || KD Loss: 0.0591|| 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: 1 day, 10:31:45 || Estimated Time: 4 days, 7:28:34
2023-07-29 00:15:11,132 semantic_segmentation INFO: Iters: 37540/150000 || Lr: 0.015433 || Task Loss: 0.2243 || KD Loss: 0.0591|| 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: 1 day, 10:32:17 || Estimated Time: 4 days, 7:28:00
2023-07-29 00:15:43,933 semantic_segmentation INFO: Iters: 37550/150000 || Lr: 0.015432 || Task Loss: 0.2595 || KD Loss: 0.0770|| 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, 10:32:50 || Estimated Time: 4 days, 7:27:26
2023-07-29 00:16:16,699 semantic_segmentation INFO: Iters: 37560/150000 || Lr: 0.015431 || Task Loss: 0.2474 || KD Loss: 0.1599|| 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, 10:33:23 || Estimated Time: 4 days, 7:26:52
2023-07-29 00:16:49,663 semantic_segmentation INFO: Iters: 37570/150000 || Lr: 0.015429 || Task Loss: 0.2091 || KD Loss: 0.0561|| 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, 10:33:56 || Estimated Time: 4 days, 7:26:18
2023-07-29 00:17:22,434 semantic_segmentation INFO: Iters: 37580/150000 || Lr: 0.015428 || Task Loss: 0.2016 || KD Loss: 0.0531|| 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, 10:34:29 || Estimated Time: 4 days, 7:25:44
2023-07-29 00:17:55,196 semantic_segmentation INFO: Iters: 37590/150000 || Lr: 0.015427 || Task Loss: 0.2768 || KD Loss: 0.0802|| 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: 1 day, 10:35:02 || Estimated Time: 4 days, 7:25:10
2023-07-29 00:18:27,963 semantic_segmentation INFO: Iters: 37600/150000 || Lr: 0.015426 || Task Loss: 0.3683 || KD Loss: 0.1774|| 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, 10:35:34 || Estimated Time: 4 days, 7:24:36
2023-07-29 00:18:28,036 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 00:18:28,846 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.942, mIoU: 0.385
2023-07-29 00:18:28,962 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.956, mIoU: 0.454
2023-07-29 00:18:29,069 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.960, mIoU: 0.467
2023-07-29 00:18:29,177 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.957, mIoU: 0.503
2023-07-29 00:18:29,285 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.959, mIoU: 0.495
2023-07-29 00:18:29,393 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.960, mIoU: 0.499
2023-07-29 00:18:29,499 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.960, mIoU: 0.534
2023-07-29 00:18:29,603 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.959, mIoU: 0.575
2023-07-29 00:18:29,714 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.611
2023-07-29 00:18:29,818 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.657
2023-07-29 00:18:29,925 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.957, mIoU: 0.665
2023-07-29 00:18:30,029 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.690
2023-07-29 00:18:30,137 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.951, mIoU: 0.693
2023-07-29 00:18:30,247 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.949, mIoU: 0.681
2023-07-29 00:18:30,355 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-29 00:18:30,462 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.678
2023-07-29 00:18:30,572 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-29 00:18:30,684 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-29 00:18:30,792 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.936, mIoU: 0.676
2023-07-29 00:18:30,904 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.923, mIoU: 0.671
2023-07-29 00:18:31,013 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-29 00:18:31,124 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.916, mIoU: 0.639
2023-07-29 00:18:31,231 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.917, mIoU: 0.638
2023-07-29 00:18:31,336 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.917, mIoU: 0.649
2023-07-29 00:18:31,445 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.913, mIoU: 0.644
2023-07-29 00:18:31,548 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.915, mIoU: 0.647
2023-07-29 00:18:31,654 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.914, mIoU: 0.636
2023-07-29 00:18:31,759 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.913, mIoU: 0.634
2023-07-29 00:18:31,861 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.914, mIoU: 0.640
2023-07-29 00:18:31,965 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.913, mIoU: 0.630
2023-07-29 00:18:32,068 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.914, mIoU: 0.629
2023-07-29 00:18:32,172 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.914, mIoU: 0.630
2023-07-29 00:18:32,277 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.916, mIoU: 0.632
2023-07-29 00:18:32,381 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.916, mIoU: 0.631
2023-07-29 00:18:32,486 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-29 00:18:32,593 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.917, mIoU: 0.634
2023-07-29 00:18:32,708 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.918, mIoU: 0.631
2023-07-29 00:18:32,818 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.917, mIoU: 0.631
2023-07-29 00:18:32,931 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.917, mIoU: 0.627
2023-07-29 00:18:33,039 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.917, mIoU: 0.628
2023-07-29 00:18:33,149 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.918, mIoU: 0.631
2023-07-29 00:18:33,262 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.919, mIoU: 0.631
2023-07-29 00:18:33,374 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.920, mIoU: 0.633
2023-07-29 00:18:33,481 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.921, mIoU: 0.635
2023-07-29 00:18:33,588 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.921, mIoU: 0.634
2023-07-29 00:18:33,691 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.922, mIoU: 0.633
2023-07-29 00:18:33,796 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.922, mIoU: 0.632
2023-07-29 00:18:33,901 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.923, mIoU: 0.632
2023-07-29 00:18:34,006 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.924, mIoU: 0.632
2023-07-29 00:18:34,110 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.923, mIoU: 0.634
2023-07-29 00:18:34,214 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.923, mIoU: 0.634
2023-07-29 00:18:34,317 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.923, mIoU: 0.641
2023-07-29 00:18:34,421 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.923, mIoU: 0.643
2023-07-29 00:18:34,525 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.922, mIoU: 0.642
2023-07-29 00:18:34,628 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.921, mIoU: 0.640
2023-07-29 00:18:34,736 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.921, mIoU: 0.645
2023-07-29 00:18:34,839 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.921, mIoU: 0.646
2023-07-29 00:18:34,944 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.921, mIoU: 0.651
2023-07-29 00:18:35,051 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.920, mIoU: 0.649
2023-07-29 00:18:35,158 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.920, mIoU: 0.648
2023-07-29 00:18:35,271 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.920, mIoU: 0.653
2023-07-29 00:18:35,390 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-29 00:18:35,501 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.920, mIoU: 0.655
2023-07-29 00:18:35,610 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-29 00:18:35,721 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-29 00:18:35,830 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-29 00:18:35,936 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-29 00:18:36,041 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-29 00:18:36,145 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-29 00:18:36,250 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.918, mIoU: 0.658
2023-07-29 00:18:36,352 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-29 00:18:36,457 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-29 00:18:36,561 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-29 00:18:36,665 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-29 00:18:36,771 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-29 00:18:36,876 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-29 00:18:36,980 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-29 00:18:37,083 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-29 00:18:37,187 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-29 00:18:37,294 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.921, mIoU: 0.661
2023-07-29 00:18:37,402 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-29 00:18:37,510 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-29 00:18:37,618 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.922, mIoU: 0.663
2023-07-29 00:18:37,731 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-29 00:18:37,853 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-29 00:18:37,964 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-29 00:18:38,075 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-29 00:18:38,186 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-29 00:18:38,296 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-29 00:18:38,403 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.920, mIoU: 0.659
2023-07-29 00:18:38,508 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.920, mIoU: 0.660
2023-07-29 00:18:38,612 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-29 00:18:38,717 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.919, mIoU: 0.661
2023-07-29 00:18:38,827 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-29 00:18:38,938 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.921, mIoU: 0.662
2023-07-29 00:18:39,050 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.920, mIoU: 0.662
2023-07-29 00:18:39,166 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-29 00:18:39,280 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.920, mIoU: 0.661
2023-07-29 00:18:39,394 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.919, mIoU: 0.659
2023-07-29 00:18:39,510 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.919, mIoU: 0.660
2023-07-29 00:18:39,625 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.918, mIoU: 0.659
2023-07-29 00:18:39,737 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.917, mIoU: 0.657
2023-07-29 00:18:39,851 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.916, mIoU: 0.656
2023-07-29 00:18:39,962 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-29 00:18:40,072 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-29 00:18:40,185 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-29 00:18:40,301 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-29 00:18:40,413 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-29 00:18:40,524 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.917, mIoU: 0.656
2023-07-29 00:18:40,633 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-29 00:18:40,743 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.916, mIoU: 0.655
2023-07-29 00:18:40,854 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-29 00:18:40,960 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-29 00:18:41,065 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-29 00:18:41,169 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.917, mIoU: 0.655
2023-07-29 00:18:41,274 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.917, mIoU: 0.654
2023-07-29 00:18:41,380 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.917, mIoU: 0.658
2023-07-29 00:18:41,484 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.917, mIoU: 0.659
2023-07-29 00:18:41,588 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-29 00:18:41,692 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-29 00:18:41,796 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-29 00:18:41,900 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-29 00:18:42,003 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.917, mIoU: 0.660
2023-07-29 00:18:42,107 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.918, mIoU: 0.663
2023-07-29 00:18:42,210 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.918, mIoU: 0.664
2023-07-29 00:18:42,313 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-29 00:18:42,418 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.917, mIoU: 0.666
2023-07-29 00:18:42,524 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-29 00:18:42,633 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.917, mIoU: 0.666
2023-07-29 00:18:42,746 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-29 00:18:42,868 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.918, mIoU: 0.666
2023-07-29 00:18:42,981 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.919, mIoU: 0.666
2023-07-29 00:18:43,092 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-29 00:18:43,203 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.919, mIoU: 0.665
2023-07-29 00:18:43,312 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-29 00:18:43,424 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-29 00:18:43,532 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-29 00:18:43,643 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-29 00:18:43,752 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-29 00:18:43,871 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-29 00:18:43,988 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.919, mIoU: 0.668
2023-07-29 00:18:44,098 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-29 00:18:44,208 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-29 00:18:44,320 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.920, mIoU: 0.667
2023-07-29 00:18:44,434 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.920, mIoU: 0.666
2023-07-29 00:18:44,546 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-29 00:18:44,658 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-29 00:18:44,764 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.920, mIoU: 0.668
2023-07-29 00:18:44,875 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.920, mIoU: 0.667
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2023-07-29 00:19:06,379 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-29 00:19:06,484 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-29 00:19:06,593 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-29 00:19:06,702 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-29 00:19:06,818 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.919, mIoU: 0.655
2023-07-29 00:19:06,938 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-29 00:19:07,053 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.919, mIoU: 0.656
2023-07-29 00:19:07,169 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.920, mIoU: 0.656
2023-07-29 00:19:07,284 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-29 00:19:07,398 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-29 00:19:07,508 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-29 00:19:07,622 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-29 00:19:07,743 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-29 00:19:07,853 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-29 00:19:07,961 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.920, mIoU: 0.657
2023-07-29 00:19:08,069 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-29 00:19:08,174 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.920, mIoU: 0.658
2023-07-29 00:19:08,288 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-29 00:19:08,399 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-29 00:19:08,508 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-29 00:19:08,618 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.921, mIoU: 0.658
2023-07-29 00:19:08,723 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-29 00:19:08,829 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-29 00:19:08,935 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.921, mIoU: 0.659
2023-07-29 00:19:09,041 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.921, mIoU: 0.660
2023-07-29 00:19:09,145 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-29 00:19:09,255 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-29 00:19:09,365 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-29 00:19:09,481 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-29 00:19:09,597 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-29 00:19:09,710 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-29 00:19:09,821 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.922, mIoU: 0.660
2023-07-29 00:19:09,935 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-29 00:19:10,046 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.922, mIoU: 0.661
2023-07-29 00:19:10,151 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.922, mIoU: 0.662
2023-07-29 00:19:10,261 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-29 00:19:10,368 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-29 00:19:10,485 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-29 00:19:10,606 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-29 00:19:10,723 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.923, mIoU: 0.662
2023-07-29 00:19:10,840 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-29 00:19:10,956 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-29 00:19:11,072 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-29 00:19:11,186 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-29 00:19:11,303 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.923, mIoU: 0.663
2023-07-29 00:19:11,418 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-29 00:19:11,529 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-29 00:19:11,643 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-29 00:19:11,756 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-29 00:19:11,868 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-29 00:19:11,982 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-29 00:19:12,096 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-29 00:19:12,207 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-29 00:19:12,323 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-29 00:19:12,433 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.924, mIoU: 0.664
2023-07-29 00:19:12,545 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-29 00:19:12,657 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-29 00:19:12,768 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-29 00:19:12,879 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-29 00:19:12,991 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.925, mIoU: 0.664
2023-07-29 00:19:13,102 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-29 00:19:13,214 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.925, mIoU: 0.665
2023-07-29 00:19:13,328 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.925, mIoU: 0.666
2023-07-29 00:19:13,441 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-29 00:19:13,555 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-29 00:19:13,674 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-29 00:19:13,787 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-29 00:19:13,897 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-29 00:19:14,013 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-29 00:19:14,130 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.926, mIoU: 0.666
2023-07-29 00:19:14,243 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-29 00:19:14,360 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-29 00:19:14,469 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-29 00:19:14,580 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-29 00:19:14,695 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-29 00:19:14,805 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.926, mIoU: 0.667
2023-07-29 00:19:14,914 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-29 00:19:15,027 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-29 00:19:15,141 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-29 00:19:15,256 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-29 00:19:15,374 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-29 00:19:15,482 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-29 00:19:15,590 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-29 00:19:15,699 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-29 00:19:15,815 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-29 00:19:15,937 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-29 00:19:16,046 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.927, mIoU: 0.668
2023-07-29 00:19:16,157 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-29 00:19:16,271 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-29 00:19:16,389 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-29 00:19:16,504 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-29 00:19:16,617 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-29 00:19:16,727 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-29 00:19:16,839 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-29 00:19:16,956 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-29 00:19:17,065 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-29 00:19:17,173 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-29 00:19:17,281 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-29 00:19:17,396 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-29 00:19:17,509 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-29 00:19:17,621 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.928, mIoU: 0.669
2023-07-29 00:19:17,728 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-29 00:19:17,834 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-29 00:19:17,940 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-29 00:19:18,047 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.928, mIoU: 0.669
2023-07-29 00:19:18,156 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.928, mIoU: 0.669
2023-07-29 00:19:18,269 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.928, mIoU: 0.669
2023-07-29 00:19:18,398 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-29 00:19:18,507 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-29 00:19:18,613 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.928, mIoU: 0.668
2023-07-29 00:19:18,723 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.928, mIoU: 0.669
2023-07-29 00:19:18,833 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.928, mIoU: 0.669
2023-07-29 00:19:18,946 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.928, mIoU: 0.669
2023-07-29 00:19:19,056 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.928, mIoU: 0.669
2023-07-29 00:19:19,163 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.928, mIoU: 0.670
2023-07-29 00:19:19,266 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.928, mIoU: 0.671
2023-07-29 00:19:19,374 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.928, mIoU: 0.671
2023-07-29 00:19:19,481 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.928, mIoU: 0.671
2023-07-29 00:19:19,587 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.928, mIoU: 0.671
2023-07-29 00:19:19,695 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.928, mIoU: 0.671
2023-07-29 00:19:19,805 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.928, mIoU: 0.671
2023-07-29 00:19:19,917 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.928, mIoU: 0.672
2023-07-29 00:19:20,034 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.929, mIoU: 0.672
2023-07-29 00:19:20,143 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.928, mIoU: 0.671
2023-07-29 00:19:20,253 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.929, mIoU: 0.671
2023-07-29 00:19:20,364 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.929, mIoU: 0.671
2023-07-29 00:19:20,479 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.929, mIoU: 0.672
2023-07-29 00:19:20,585 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.929, mIoU: 0.671
2023-07-29 00:19:20,692 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.929, mIoU: 0.671
2023-07-29 00:19:20,797 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.929, mIoU: 0.672
2023-07-29 00:19:20,900 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.929, mIoU: 0.672
2023-07-29 00:19:21,006 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.929, mIoU: 0.672
2023-07-29 00:19:21,112 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.929, mIoU: 0.672
2023-07-29 00:19:21,219 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.929, mIoU: 0.672
2023-07-29 00:19:21,324 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.929, mIoU: 0.672
2023-07-29 00:19:21,435 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.929, mIoU: 0.672
2023-07-29 00:19:21,542 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.929, mIoU: 0.672
2023-07-29 00:19:21,652 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.930, mIoU: 0.672
2023-07-29 00:19:21,768 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.930, mIoU: 0.672
2023-07-29 00:19:21,887 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.930, mIoU: 0.672
2023-07-29 00:19:22,001 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.930, mIoU: 0.672
2023-07-29 00:19:22,112 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.930, mIoU: 0.672
2023-07-29 00:19:22,223 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.930, mIoU: 0.673
2023-07-29 00:19:22,333 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.930, mIoU: 0.673
2023-07-29 00:19:22,442 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.930, mIoU: 0.673
2023-07-29 00:19:22,547 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.930, mIoU: 0.673
2023-07-29 00:19:22,652 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.930, mIoU: 0.673
2023-07-29 00:19:22,758 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.930, mIoU: 0.673
2023-07-29 00:19:22,866 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.930, mIoU: 0.673
2023-07-29 00:19:22,979 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.930, mIoU: 0.673
2023-07-29 00:19:23,097 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.930, mIoU: 0.674
2023-07-29 00:19:23,206 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.930, mIoU: 0.674
2023-07-29 00:19:23,314 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.930, mIoU: 0.674
2023-07-29 00:19:23,429 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.930, mIoU: 0.674
2023-07-29 00:19:23,548 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.930, mIoU: 0.674
2023-07-29 00:19:23,659 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.930, mIoU: 0.674
2023-07-29 00:19:56,830 semantic_segmentation INFO: Iters: 37610/150000 || Lr: 0.015424 || Task Loss: 0.3044 || KD Loss: 0.1015|| 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, 10:37:03 || Estimated Time: 4 days, 7:26:49
2023-07-29 00:20:29,590 semantic_segmentation INFO: Iters: 37620/150000 || Lr: 0.015423 || Task Loss: 0.2812 || KD Loss: 0.0748|| 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: 1 day, 10:37:36 || Estimated Time: 4 days, 7:26:15
2023-07-29 00:21:02,376 semantic_segmentation INFO: Iters: 37630/150000 || Lr: 0.015422 || Task Loss: 0.2525 || KD Loss: 0.0880|| 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, 10:38:09 || Estimated Time: 4 days, 7:25:41
2023-07-29 00:21:35,156 semantic_segmentation INFO: Iters: 37640/150000 || Lr: 0.015421 || Task Loss: 0.3390 || KD Loss: 0.1183|| 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, 10:38:42 || Estimated Time: 4 days, 7:25:06
2023-07-29 00:22:08,040 semantic_segmentation INFO: Iters: 37650/150000 || Lr: 0.015419 || Task Loss: 0.2881 || KD Loss: 0.0652|| 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, 10:39:14 || Estimated Time: 4 days, 7:24:33
2023-07-29 00:22:40,818 semantic_segmentation INFO: Iters: 37660/150000 || Lr: 0.015418 || Task Loss: 0.1981 || KD Loss: 0.0503|| 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, 10:39:47 || Estimated Time: 4 days, 7:23:58
2023-07-29 00:23:13,567 semantic_segmentation INFO: Iters: 37670/150000 || Lr: 0.015417 || Task Loss: 0.2386 || KD Loss: 0.0506|| 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, 10:40:20 || Estimated Time: 4 days, 7:23:24
2023-07-29 00:23:46,436 semantic_segmentation INFO: Iters: 37680/150000 || Lr: 0.015416 || Task Loss: 0.2076 || KD Loss: 0.0626|| 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: 1 day, 10:40:53 || Estimated Time: 4 days, 7:22:50
2023-07-29 00:24:19,184 semantic_segmentation INFO: Iters: 37690/150000 || Lr: 0.015414 || Task Loss: 0.2197 || KD Loss: 0.0775|| 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, 10:41:26 || Estimated Time: 4 days, 7:22:16
2023-07-29 00:24:51,966 semantic_segmentation INFO: Iters: 37700/150000 || Lr: 0.015413 || Task Loss: 0.1639 || KD Loss: 0.0670|| 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, 10:41:58 || Estimated Time: 4 days, 7:21:42
2023-07-29 00:25:24,775 semantic_segmentation INFO: Iters: 37710/150000 || Lr: 0.015412 || Task Loss: 0.2447 || KD Loss: 0.0799|| 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, 10:42:31 || Estimated Time: 4 days, 7:21:08
2023-07-29 00:25:57,627 semantic_segmentation INFO: Iters: 37720/150000 || Lr: 0.015411 || Task Loss: 0.2013 || KD Loss: 0.0480|| 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: 1 day, 10:43:04 || Estimated Time: 4 days, 7:20:34
2023-07-29 00:26:30,478 semantic_segmentation INFO: Iters: 37730/150000 || Lr: 0.015410 || Task Loss: 0.2412 || KD Loss: 0.0558|| 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, 10:43:37 || Estimated Time: 4 days, 7:20:00
2023-07-29 00:27:03,232 semantic_segmentation INFO: Iters: 37740/150000 || Lr: 0.015408 || Task Loss: 0.2446 || KD Loss: 0.0817|| 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: 1 day, 10:44:10 || Estimated Time: 4 days, 7:19:25
2023-07-29 00:27:36,052 semantic_segmentation INFO: Iters: 37750/150000 || Lr: 0.015407 || Task Loss: 0.1896 || KD Loss: 0.0418|| 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, 10:44:42 || Estimated Time: 4 days, 7:18:51
2023-07-29 00:28:09,423 semantic_segmentation INFO: Iters: 37760/150000 || Lr: 0.015406 || Task Loss: 0.2549 || KD Loss: 0.0689|| 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, 10:45:16 || Estimated Time: 4 days, 7:18:18
2023-07-29 00:28:45,145 semantic_segmentation INFO: Iters: 37770/150000 || Lr: 0.015405 || Task Loss: 0.3916 || KD Loss: 0.1851|| 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, 10:45:52 || Estimated Time: 4 days, 7:17:53
2023-07-29 00:29:17,916 semantic_segmentation INFO: Iters: 37780/150000 || Lr: 0.015403 || Task Loss: 0.2806 || KD Loss: 0.1071|| 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, 10:46:24 || Estimated Time: 4 days, 7:17:19
2023-07-29 00:29:50,768 semantic_segmentation INFO: Iters: 37790/150000 || Lr: 0.015402 || Task Loss: 0.3681 || KD Loss: 0.1254|| 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: 1 day, 10:46:57 || Estimated Time: 4 days, 7:16:45
2023-07-29 00:30:23,664 semantic_segmentation INFO: Iters: 37800/150000 || Lr: 0.015401 || Task Loss: 0.1786 || KD Loss: 0.0612|| 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, 10:47:30 || Estimated Time: 4 days, 7:16:11
2023-07-29 00:30:56,515 semantic_segmentation INFO: Iters: 37810/150000 || Lr: 0.015400 || Task Loss: 0.2443 || KD Loss: 0.0789|| 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: 1 day, 10:48:03 || Estimated Time: 4 days, 7:15:38
2023-07-29 00:31:29,381 semantic_segmentation INFO: Iters: 37820/150000 || Lr: 0.015398 || Task Loss: 0.2540 || KD Loss: 0.0798|| 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, 10:48:36 || Estimated Time: 4 days, 7:15:03
2023-07-29 00:32:02,236 semantic_segmentation INFO: Iters: 37830/150000 || Lr: 0.015397 || Task Loss: 0.2161 || KD Loss: 0.0587|| 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, 10:49:09 || Estimated Time: 4 days, 7:14:30
2023-07-29 00:32:35,049 semantic_segmentation INFO: Iters: 37840/150000 || Lr: 0.015396 || Task Loss: 0.2339 || KD Loss: 0.0610|| 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, 10:49:41 || Estimated Time: 4 days, 7:13:55
2023-07-29 00:33:07,971 semantic_segmentation INFO: Iters: 37850/150000 || Lr: 0.015395 || Task Loss: 0.2340 || KD Loss: 0.0547|| 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, 10:50:14 || Estimated Time: 4 days, 7:13:22
2023-07-29 00:33:40,754 semantic_segmentation INFO: Iters: 37860/150000 || Lr: 0.015393 || Task Loss: 0.2076 || KD Loss: 0.0518|| 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, 10:50:47 || Estimated Time: 4 days, 7:12:48
2023-07-29 00:34:13,523 semantic_segmentation INFO: Iters: 37870/150000 || Lr: 0.015392 || Task Loss: 0.2982 || KD Loss: 0.0916|| 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, 10:51:20 || Estimated Time: 4 days, 7:12:13
2023-07-29 00:34:46,322 semantic_segmentation INFO: Iters: 37880/150000 || Lr: 0.015391 || Task Loss: 0.2125 || KD Loss: 0.0736|| 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: 1 day, 10:51:53 || Estimated Time: 4 days, 7:11:39
2023-07-29 00:35:19,261 semantic_segmentation INFO: Iters: 37890/150000 || Lr: 0.015390 || Task Loss: 0.2451 || KD Loss: 0.0699|| 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, 10:52:26 || Estimated Time: 4 days, 7:11:05
2023-07-29 00:35:52,029 semantic_segmentation INFO: Iters: 37900/150000 || Lr: 0.015389 || Task Loss: 0.2209 || KD Loss: 0.0922|| 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: 1 day, 10:52:58 || Estimated Time: 4 days, 7:10:31
2023-07-29 00:36:24,960 semantic_segmentation INFO: Iters: 37910/150000 || Lr: 0.015387 || Task Loss: 0.2348 || KD Loss: 0.1585|| 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, 10:53:31 || Estimated Time: 4 days, 7:09:57
2023-07-29 00:36:57,788 semantic_segmentation INFO: Iters: 37920/150000 || Lr: 0.015386 || Task Loss: 0.3413 || KD Loss: 0.1162|| 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: 1 day, 10:54:04 || Estimated Time: 4 days, 7:09:23
2023-07-29 00:37:30,698 semantic_segmentation INFO: Iters: 37930/150000 || Lr: 0.015385 || Task Loss: 0.2679 || KD Loss: 0.0804|| 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, 10:54:37 || Estimated Time: 4 days, 7:08:50
2023-07-29 00:38:03,513 semantic_segmentation INFO: Iters: 37940/150000 || Lr: 0.015384 || Task Loss: 0.1920 || KD Loss: 0.0598|| 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, 10:55:10 || Estimated Time: 4 days, 7:08:16
2023-07-29 00:38:36,286 semantic_segmentation INFO: Iters: 37950/150000 || Lr: 0.015382 || Task Loss: 0.2536 || KD Loss: 0.0619|| 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, 10:55:43 || Estimated Time: 4 days, 7:07:41
2023-07-29 00:39:09,172 semantic_segmentation INFO: Iters: 37960/150000 || Lr: 0.015381 || Task Loss: 0.1651 || KD Loss: 0.0411|| 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, 10:56:16 || Estimated Time: 4 days, 7:07:08
2023-07-29 00:39:42,019 semantic_segmentation INFO: Iters: 37970/150000 || Lr: 0.015380 || Task Loss: 0.2393 || KD Loss: 0.0720|| 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, 10:56:48 || Estimated Time: 4 days, 7:06:33
2023-07-29 00:40:14,805 semantic_segmentation INFO: Iters: 37980/150000 || Lr: 0.015379 || Task Loss: 0.1877 || KD Loss: 0.0424|| 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, 10:57:21 || Estimated Time: 4 days, 7:05:59
2023-07-29 00:40:47,653 semantic_segmentation INFO: Iters: 37990/150000 || Lr: 0.015377 || Task Loss: 0.1946 || KD Loss: 0.0498|| 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, 10:57:54 || Estimated Time: 4 days, 7:05:26
2023-07-29 00:41:20,528 semantic_segmentation INFO: Iters: 38000/150000 || Lr: 0.015376 || Task Loss: 0.2771 || KD Loss: 0.0707|| 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, 10:58:27 || Estimated Time: 4 days, 7:04:52
2023-07-29 00:41:53,451 semantic_segmentation INFO: Iters: 38010/150000 || Lr: 0.015375 || Task Loss: 0.2868 || KD Loss: 0.0890|| 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, 10:59:00 || Estimated Time: 4 days, 7:04:18
2023-07-29 00:42:26,286 semantic_segmentation INFO: Iters: 38020/150000 || Lr: 0.015374 || Task Loss: 0.3190 || KD Loss: 0.1726|| 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, 10:59:33 || Estimated Time: 4 days, 7:03:44
2023-07-29 00:42:59,154 semantic_segmentation INFO: Iters: 38030/150000 || Lr: 0.015372 || Task Loss: 0.1923 || KD Loss: 0.0670|| 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: 1 day, 11:00:06 || Estimated Time: 4 days, 7:03:10
2023-07-29 00:43:32,015 semantic_segmentation INFO: Iters: 38040/150000 || Lr: 0.015371 || Task Loss: 0.1726 || KD Loss: 0.0596|| 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, 11:00:38 || Estimated Time: 4 days, 7:02:36
2023-07-29 00:44:04,978 semantic_segmentation INFO: Iters: 38050/150000 || Lr: 0.015370 || Task Loss: 0.2707 || KD Loss: 0.0971|| 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, 11:01:11 || Estimated Time: 4 days, 7:02:02
2023-07-29 00:44:37,895 semantic_segmentation INFO: Iters: 38060/150000 || Lr: 0.015369 || Task Loss: 0.2568 || KD Loss: 0.0659|| 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, 11:01:44 || Estimated Time: 4 days, 7:01:29
2023-07-29 00:45:10,746 semantic_segmentation INFO: Iters: 38070/150000 || Lr: 0.015367 || Task Loss: 0.1846 || KD Loss: 0.0529|| 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, 11:02:17 || Estimated Time: 4 days, 7:00:55
2023-07-29 00:45:43,706 semantic_segmentation INFO: Iters: 38080/150000 || Lr: 0.015366 || Task Loss: 0.1913 || KD Loss: 0.0547|| 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: 1 day, 11:02:50 || Estimated Time: 4 days, 7:00:21
2023-07-29 00:46:16,631 semantic_segmentation INFO: Iters: 38090/150000 || Lr: 0.015365 || Task Loss: 0.2110 || KD Loss: 0.0758|| 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, 11:03:23 || Estimated Time: 4 days, 6:59:47
2023-07-29 00:46:49,438 semantic_segmentation INFO: Iters: 38100/150000 || Lr: 0.015364 || Task Loss: 0.2044 || KD Loss: 0.0625|| 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, 11:03:56 || Estimated Time: 4 days, 6:59:13
2023-07-29 00:47:22,421 semantic_segmentation INFO: Iters: 38110/150000 || Lr: 0.015363 || Task Loss: 0.3011 || KD Loss: 0.1132|| 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: 1 day, 11:04:29 || Estimated Time: 4 days, 6:58:40
2023-07-29 00:47:55,195 semantic_segmentation INFO: Iters: 38120/150000 || Lr: 0.015361 || Task Loss: 0.2199 || KD Loss: 0.0829|| 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, 11:05:02 || Estimated Time: 4 days, 6:58:05
2023-07-29 00:48:28,146 semantic_segmentation INFO: Iters: 38130/150000 || Lr: 0.015360 || Task Loss: 0.2959 || KD Loss: 0.1043|| 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, 11:05:35 || Estimated Time: 4 days, 6:57:32
2023-07-29 00:49:01,119 semantic_segmentation INFO: Iters: 38140/150000 || Lr: 0.015359 || Task Loss: 0.3361 || KD Loss: 0.1400|| 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, 11:06:07 || Estimated Time: 4 days, 6:56:58
2023-07-29 00:49:34,100 semantic_segmentation INFO: Iters: 38150/150000 || Lr: 0.015358 || Task Loss: 0.2228 || KD Loss: 0.0623|| 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, 11:06:40 || Estimated Time: 4 days, 6:56:25
2023-07-29 00:50:06,969 semantic_segmentation INFO: Iters: 38160/150000 || Lr: 0.015356 || Task Loss: 0.3513 || KD Loss: 0.1614|| 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, 11:07:13 || Estimated Time: 4 days, 6:55:51
2023-07-29 00:50:39,850 semantic_segmentation INFO: Iters: 38170/150000 || Lr: 0.015355 || Task Loss: 0.2070 || KD Loss: 0.0517|| 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, 11:07:46 || Estimated Time: 4 days, 6:55:17
2023-07-29 00:51:12,819 semantic_segmentation INFO: Iters: 38180/150000 || Lr: 0.015354 || Task Loss: 0.2722 || KD Loss: 0.0675|| 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, 11:08:19 || Estimated Time: 4 days, 6:54:43
2023-07-29 00:51:45,789 semantic_segmentation INFO: Iters: 38190/150000 || Lr: 0.015353 || Task Loss: 0.2193 || KD Loss: 0.0704|| 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, 11:08:52 || Estimated Time: 4 days, 6:54:10
2023-07-29 00:52:21,972 semantic_segmentation INFO: Iters: 38200/150000 || Lr: 0.015351 || Task Loss: 0.1545 || KD Loss: 0.0397|| 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, 11:09:28 || Estimated Time: 4 days, 6:53:45
2023-07-29 00:52:54,808 semantic_segmentation INFO: Iters: 38210/150000 || Lr: 0.015350 || Task Loss: 0.2426 || KD Loss: 0.0831|| 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, 11:10:01 || Estimated Time: 4 days, 6:53:11
2023-07-29 00:53:27,763 semantic_segmentation INFO: Iters: 38220/150000 || Lr: 0.015349 || Task Loss: 0.3610 || KD Loss: 0.0940|| 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: 1 day, 11:10:34 || Estimated Time: 4 days, 6:52:38
2023-07-29 00:54:00,764 semantic_segmentation INFO: Iters: 38230/150000 || Lr: 0.015348 || Task Loss: 0.2326 || KD Loss: 0.0880|| 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, 11:11:07 || Estimated Time: 4 days, 6:52:04
2023-07-29 00:54:33,719 semantic_segmentation INFO: Iters: 38240/150000 || Lr: 0.015346 || Task Loss: 0.2236 || KD Loss: 0.0780|| 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, 11:11:40 || Estimated Time: 4 days, 6:51:31
2023-07-29 00:55:06,656 semantic_segmentation INFO: Iters: 38250/150000 || Lr: 0.015345 || Task Loss: 0.1932 || KD Loss: 0.0458|| 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: 1 day, 11:12:13 || Estimated Time: 4 days, 6:50:57
2023-07-29 00:55:39,505 semantic_segmentation INFO: Iters: 38260/150000 || Lr: 0.015344 || Task Loss: 0.2131 || KD Loss: 0.0610|| 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: 1 day, 11:12:46 || Estimated Time: 4 days, 6:50:23
2023-07-29 00:56:12,597 semantic_segmentation INFO: Iters: 38270/150000 || Lr: 0.015343 || Task Loss: 0.2876 || KD Loss: 0.0773|| 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, 11:13:19 || Estimated Time: 4 days, 6:49:50
2023-07-29 00:56:45,611 semantic_segmentation INFO: Iters: 38280/150000 || Lr: 0.015342 || Task Loss: 0.4056 || KD Loss: 0.1291|| 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: 1 day, 11:13:52 || Estimated Time: 4 days, 6:49:16
2023-07-29 00:57:18,592 semantic_segmentation INFO: Iters: 38290/150000 || Lr: 0.015340 || Task Loss: 0.1940 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1300|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:14:25 || Estimated Time: 4 days, 6:48:42
2023-07-29 00:57:51,536 semantic_segmentation INFO: Iters: 38300/150000 || Lr: 0.015339 || Task Loss: 0.2425 || KD Loss: 0.0644|| 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: 1 day, 11:14:58 || Estimated Time: 4 days, 6:48:09
2023-07-29 00:58:24,533 semantic_segmentation INFO: Iters: 38310/150000 || Lr: 0.015338 || Task Loss: 0.2293 || KD Loss: 0.0732|| 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, 11:15:31 || Estimated Time: 4 days, 6:47:35
2023-07-29 00:58:57,548 semantic_segmentation INFO: Iters: 38320/150000 || Lr: 0.015337 || Task Loss: 0.2474 || KD Loss: 0.0548|| 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: 1 day, 11:16:04 || Estimated Time: 4 days, 6:47:02
2023-07-29 00:59:30,896 semantic_segmentation INFO: Iters: 38330/150000 || Lr: 0.015335 || Task Loss: 0.1997 || KD Loss: 0.0587|| 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, 11:16:37 || Estimated Time: 4 days, 6:46:29
2023-07-29 01:00:03,868 semantic_segmentation INFO: Iters: 38340/150000 || Lr: 0.015334 || Task Loss: 0.2302 || KD Loss: 0.0717|| 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, 11:17:10 || Estimated Time: 4 days, 6:45:56
2023-07-29 01:00:36,929 semantic_segmentation INFO: Iters: 38350/150000 || Lr: 0.015333 || Task Loss: 0.2478 || KD Loss: 0.0677|| 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, 11:17:43 || Estimated Time: 4 days, 6:45:22
2023-07-29 01:01:09,875 semantic_segmentation INFO: Iters: 38360/150000 || Lr: 0.015332 || Task Loss: 0.1865 || KD Loss: 0.0601|| 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, 11:18:16 || Estimated Time: 4 days, 6:44:49
2023-07-29 01:01:42,794 semantic_segmentation INFO: Iters: 38370/150000 || Lr: 0.015330 || Task Loss: 0.2588 || KD Loss: 0.1545|| 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, 11:18:49 || Estimated Time: 4 days, 6:44:15
2023-07-29 01:02:15,753 semantic_segmentation INFO: Iters: 38380/150000 || Lr: 0.015329 || Task Loss: 0.2175 || KD Loss: 0.0612|| 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, 11:19:22 || Estimated Time: 4 days, 6:43:41
2023-07-29 01:02:48,761 semantic_segmentation INFO: Iters: 38390/150000 || Lr: 0.015328 || Task Loss: 0.3038 || KD Loss: 0.0774|| 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, 11:19:55 || Estimated Time: 4 days, 6:43:08
2023-07-29 01:03:21,798 semantic_segmentation INFO: Iters: 38400/150000 || Lr: 0.015327 || Task Loss: 0.1715 || KD Loss: 0.0448|| 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, 11:20:28 || Estimated Time: 4 days, 6:42:34
2023-07-29 01:03:21,871 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 01:03:22,800 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.966, mIoU: 0.398
2023-07-29 01:03:22,907 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.475
2023-07-29 01:03:23,015 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.488
2023-07-29 01:03:23,123 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.520
2023-07-29 01:03:23,228 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.513
2023-07-29 01:03:23,333 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.515
2023-07-29 01:03:23,439 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.562
2023-07-29 01:03:23,544 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.605
2023-07-29 01:03:23,650 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.632
2023-07-29 01:03:23,756 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.677
2023-07-29 01:03:23,865 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.679
2023-07-29 01:03:23,976 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.699
2023-07-29 01:03:24,090 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.957, mIoU: 0.704
2023-07-29 01:03:24,202 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.952, mIoU: 0.688
2023-07-29 01:03:24,314 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.948, mIoU: 0.671
2023-07-29 01:03:24,426 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.662
2023-07-29 01:03:24,539 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.665
2023-07-29 01:03:24,651 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.666
2023-07-29 01:03:24,760 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.945, mIoU: 0.673
2023-07-29 01:03:24,867 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.944, mIoU: 0.680
2023-07-29 01:03:24,972 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-29 01:03:25,081 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.943, mIoU: 0.704
2023-07-29 01:03:25,189 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.943, mIoU: 0.704
2023-07-29 01:03:25,301 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.941, mIoU: 0.710
2023-07-29 01:03:25,419 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.939, mIoU: 0.718
2023-07-29 01:03:25,528 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-29 01:03:25,637 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.939, mIoU: 0.705
2023-07-29 01:03:25,754 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.938, mIoU: 0.702
2023-07-29 01:03:25,872 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.937, mIoU: 0.700
2023-07-29 01:03:25,983 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.937, mIoU: 0.690
2023-07-29 01:03:26,098 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.937, mIoU: 0.689
2023-07-29 01:03:26,208 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.936, mIoU: 0.686
2023-07-29 01:03:26,321 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.938, mIoU: 0.688
2023-07-29 01:03:26,433 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.938, mIoU: 0.687
2023-07-29 01:03:26,545 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.937, mIoU: 0.687
2023-07-29 01:03:26,659 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.937, mIoU: 0.687
2023-07-29 01:03:26,771 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-29 01:03:26,884 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.935, mIoU: 0.681
2023-07-29 01:03:26,997 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.934, mIoU: 0.674
2023-07-29 01:03:27,111 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.935, mIoU: 0.675
2023-07-29 01:03:27,220 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.936, mIoU: 0.676
2023-07-29 01:03:27,325 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.936, mIoU: 0.675
2023-07-29 01:03:27,435 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.937, mIoU: 0.676
2023-07-29 01:03:27,545 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.938, mIoU: 0.678
2023-07-29 01:03:27,664 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-29 01:03:27,778 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.938, mIoU: 0.678
2023-07-29 01:03:27,893 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-29 01:03:28,008 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.939, mIoU: 0.677
2023-07-29 01:03:28,125 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.940, mIoU: 0.681
2023-07-29 01:03:28,241 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.939, mIoU: 0.684
2023-07-29 01:03:28,355 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.939, mIoU: 0.684
2023-07-29 01:03:28,468 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.939, mIoU: 0.691
2023-07-29 01:03:28,581 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.939, mIoU: 0.690
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2023-07-29 01:03:28,921 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.937, mIoU: 0.695
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2023-07-29 01:03:31,029 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.937, mIoU: 0.711
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2023-07-29 01:03:32,020 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.936, mIoU: 0.708
2023-07-29 01:03:32,124 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.933, mIoU: 0.701
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2023-07-29 01:04:12,509 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.942, mIoU: 0.692
2023-07-29 01:04:12,624 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.942, mIoU: 0.692
2023-07-29 01:04:12,743 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.942, mIoU: 0.692
2023-07-29 01:04:12,860 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.942, mIoU: 0.692
2023-07-29 01:04:12,975 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.942, mIoU: 0.692
2023-07-29 01:04:13,088 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-29 01:04:13,201 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.943, mIoU: 0.693
2023-07-29 01:04:13,310 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.943, mIoU: 0.693
2023-07-29 01:04:13,422 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.943, mIoU: 0.693
2023-07-29 01:04:13,538 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.942, mIoU: 0.693
2023-07-29 01:04:13,651 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.943, mIoU: 0.693
2023-07-29 01:04:13,762 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 01:04:13,883 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 01:04:13,996 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 01:04:14,105 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 01:04:14,214 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-29 01:04:14,320 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-29 01:04:14,425 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-29 01:04:14,530 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-29 01:04:14,634 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 01:04:14,738 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 01:04:14,847 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 01:04:14,951 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 01:04:15,056 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 01:04:15,161 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 01:04:15,268 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 01:04:15,377 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 01:04:15,494 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 01:04:15,612 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 01:04:15,725 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 01:04:15,841 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 01:04:15,955 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 01:04:16,065 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 01:04:16,171 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 01:04:16,281 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 01:04:16,389 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-29 01:04:16,503 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-29 01:04:16,621 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-29 01:04:16,731 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-29 01:04:16,841 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-29 01:04:16,956 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-29 01:04:17,071 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-29 01:04:17,185 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-29 01:04:17,299 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-29 01:04:17,408 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-29 01:04:17,517 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-29 01:04:17,627 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-29 01:04:17,738 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-29 01:04:17,853 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-29 01:04:17,966 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-29 01:04:18,075 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-29 01:04:18,181 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-29 01:04:51,799 semantic_segmentation INFO: Iters: 38410/150000 || Lr: 0.015325 || Task Loss: 0.1848 || KD Loss: 0.0476|| 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, 11:21:58 || Estimated Time: 4 days, 6:44:47
2023-07-29 01:05:24,738 semantic_segmentation INFO: Iters: 38420/150000 || Lr: 0.015324 || Task Loss: 0.2750 || KD Loss: 0.0534|| 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, 11:22:31 || Estimated Time: 4 days, 6:44:13
2023-07-29 01:05:57,590 semantic_segmentation INFO: Iters: 38430/150000 || Lr: 0.015323 || Task Loss: 0.2171 || KD Loss: 0.0680|| 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, 11:23:04 || Estimated Time: 4 days, 6:43:39
2023-07-29 01:06:30,519 semantic_segmentation INFO: Iters: 38440/150000 || Lr: 0.015322 || Task Loss: 0.2339 || KD Loss: 0.0701|| 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, 11:23:37 || Estimated Time: 4 days, 6:43:05
2023-07-29 01:07:03,505 semantic_segmentation INFO: Iters: 38450/150000 || Lr: 0.015321 || Task Loss: 0.2372 || KD Loss: 0.0616|| 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, 11:24:10 || Estimated Time: 4 days, 6:42:31
2023-07-29 01:07:36,433 semantic_segmentation INFO: Iters: 38460/150000 || Lr: 0.015319 || Task Loss: 0.4217 || KD Loss: 0.1623|| 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, 11:24:43 || Estimated Time: 4 days, 6:41:58
2023-07-29 01:08:09,404 semantic_segmentation INFO: Iters: 38470/150000 || Lr: 0.015318 || Task Loss: 0.1777 || KD Loss: 0.0570|| 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: 1 day, 11:25:16 || Estimated Time: 4 days, 6:41:24
2023-07-29 01:08:42,366 semantic_segmentation INFO: Iters: 38480/150000 || Lr: 0.015317 || Task Loss: 0.1491 || KD Loss: 0.0606|| 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, 11:25:49 || Estimated Time: 4 days, 6:40:50
2023-07-29 01:09:15,321 semantic_segmentation INFO: Iters: 38490/150000 || Lr: 0.015316 || Task Loss: 0.1648 || KD Loss: 0.0389|| 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, 11:26:22 || Estimated Time: 4 days, 6:40:16
2023-07-29 01:09:48,251 semantic_segmentation INFO: Iters: 38500/150000 || Lr: 0.015314 || Task Loss: 0.3043 || KD Loss: 0.1149|| 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, 11:26:55 || Estimated Time: 4 days, 6:39:43
2023-07-29 01:10:21,341 semantic_segmentation INFO: Iters: 38510/150000 || Lr: 0.015313 || Task Loss: 0.1980 || KD Loss: 0.0484|| 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, 11:27:28 || Estimated Time: 4 days, 6:39:09
2023-07-29 01:10:54,192 semantic_segmentation INFO: Iters: 38520/150000 || Lr: 0.015312 || Task Loss: 0.2819 || KD Loss: 0.0649|| 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: 1 day, 11:28:01 || Estimated Time: 4 days, 6:38:35
2023-07-29 01:11:27,189 semantic_segmentation INFO: Iters: 38530/150000 || Lr: 0.015311 || Task Loss: 0.3056 || KD Loss: 0.0994|| 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: 1 day, 11:28:34 || Estimated Time: 4 days, 6:38:02
2023-07-29 01:12:00,261 semantic_segmentation INFO: Iters: 38540/150000 || Lr: 0.015309 || Task Loss: 0.1929 || KD Loss: 0.0497|| 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, 11:29:07 || Estimated Time: 4 days, 6:37:28
2023-07-29 01:12:33,260 semantic_segmentation INFO: Iters: 38550/150000 || Lr: 0.015308 || Task Loss: 0.3658 || KD Loss: 0.1128|| 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: 1 day, 11:29:40 || Estimated Time: 4 days, 6:36:55
2023-07-29 01:13:06,321 semantic_segmentation INFO: Iters: 38560/150000 || Lr: 0.015307 || Task Loss: 0.2255 || KD Loss: 0.0956|| 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, 11:30:13 || Estimated Time: 4 days, 6:36:22
2023-07-29 01:13:39,288 semantic_segmentation INFO: Iters: 38570/150000 || Lr: 0.015306 || Task Loss: 0.2546 || KD Loss: 0.0778|| 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, 11:30:46 || Estimated Time: 4 days, 6:35:48
2023-07-29 01:14:12,277 semantic_segmentation INFO: Iters: 38580/150000 || Lr: 0.015304 || Task Loss: 0.2601 || KD Loss: 0.0673|| 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: 1 day, 11:31:19 || Estimated Time: 4 days, 6:35:14
2023-07-29 01:14:45,249 semantic_segmentation INFO: Iters: 38590/150000 || Lr: 0.015303 || Task Loss: 0.2106 || KD Loss: 0.0553|| 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: 1 day, 11:31:52 || Estimated Time: 4 days, 6:34:41
2023-07-29 01:15:18,311 semantic_segmentation INFO: Iters: 38600/150000 || Lr: 0.015302 || Task Loss: 0.1834 || KD Loss: 0.0463|| 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, 11:32:25 || Estimated Time: 4 days, 6:34:07
2023-07-29 01:15:51,334 semantic_segmentation INFO: Iters: 38610/150000 || Lr: 0.015301 || Task Loss: 0.2949 || KD Loss: 0.1049|| 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, 11:32:58 || Estimated Time: 4 days, 6:33:34
2023-07-29 01:16:27,703 semantic_segmentation INFO: Iters: 38620/150000 || Lr: 0.015300 || Task Loss: 0.1903 || KD Loss: 0.0454|| 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, 11:33:34 || Estimated Time: 4 days, 6:33:10
2023-07-29 01:17:00,667 semantic_segmentation INFO: Iters: 38630/150000 || Lr: 0.015298 || Task Loss: 0.2592 || KD Loss: 0.0742|| 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, 11:34:07 || Estimated Time: 4 days, 6:32:36
2023-07-29 01:17:33,680 semantic_segmentation INFO: Iters: 38640/150000 || Lr: 0.015297 || Task Loss: 0.2525 || KD Loss: 0.0841|| 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, 11:34:40 || Estimated Time: 4 days, 6:32:03
2023-07-29 01:18:06,700 semantic_segmentation INFO: Iters: 38650/150000 || Lr: 0.015296 || Task Loss: 0.1907 || KD Loss: 0.0542|| 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, 11:35:13 || Estimated Time: 4 days, 6:31:29
2023-07-29 01:18:39,838 semantic_segmentation INFO: Iters: 38660/150000 || Lr: 0.015295 || Task Loss: 0.3133 || KD Loss: 0.0985|| 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, 11:35:46 || Estimated Time: 4 days, 6:30:56
2023-07-29 01:19:12,889 semantic_segmentation INFO: Iters: 38670/150000 || Lr: 0.015293 || Task Loss: 0.2471 || KD Loss: 0.0827|| 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, 11:36:19 || Estimated Time: 4 days, 6:30:23
2023-07-29 01:19:45,997 semantic_segmentation INFO: Iters: 38680/150000 || Lr: 0.015292 || Task Loss: 0.2296 || KD Loss: 0.0693|| 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, 11:36:52 || Estimated Time: 4 days, 6:29:49
2023-07-29 01:20:19,061 semantic_segmentation INFO: Iters: 38690/150000 || Lr: 0.015291 || Task Loss: 0.2125 || KD Loss: 0.0724|| 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: 1 day, 11:37:25 || Estimated Time: 4 days, 6:29:16
2023-07-29 01:20:52,030 semantic_segmentation INFO: Iters: 38700/150000 || Lr: 0.015290 || Task Loss: 0.1676 || KD Loss: 0.0806|| 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, 11:37:58 || Estimated Time: 4 days, 6:28:42
2023-07-29 01:21:25,017 semantic_segmentation INFO: Iters: 38710/150000 || Lr: 0.015288 || Task Loss: 0.1975 || KD Loss: 0.0452|| 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, 11:38:31 || Estimated Time: 4 days, 6:28:09
2023-07-29 01:21:58,085 semantic_segmentation INFO: Iters: 38720/150000 || Lr: 0.015287 || Task Loss: 0.2914 || KD Loss: 0.0770|| 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: 1 day, 11:39:04 || Estimated Time: 4 days, 6:27:35
2023-07-29 01:22:30,844 semantic_segmentation INFO: Iters: 38730/150000 || Lr: 0.015286 || Task Loss: 0.2324 || KD Loss: 0.0559|| 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, 11:39:37 || Estimated Time: 4 days, 6:27:01
2023-07-29 01:23:03,834 semantic_segmentation INFO: Iters: 38740/150000 || Lr: 0.015285 || Task Loss: 0.1655 || KD Loss: 0.0478|| 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, 11:40:10 || Estimated Time: 4 days, 6:26:27
2023-07-29 01:23:36,997 semantic_segmentation INFO: Iters: 38750/150000 || Lr: 0.015283 || Task Loss: 0.3264 || KD Loss: 0.0937|| 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: 1 day, 11:40:43 || Estimated Time: 4 days, 6:25:54
2023-07-29 01:24:10,014 semantic_segmentation INFO: Iters: 38760/150000 || Lr: 0.015282 || Task Loss: 0.1472 || KD Loss: 0.0511|| 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, 11:41:16 || Estimated Time: 4 days, 6:25:21
2023-07-29 01:24:43,049 semantic_segmentation INFO: Iters: 38770/150000 || Lr: 0.015281 || Task Loss: 0.2672 || KD Loss: 0.0731|| 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, 11:41:49 || Estimated Time: 4 days, 6:24:47
2023-07-29 01:25:16,078 semantic_segmentation INFO: Iters: 38780/150000 || Lr: 0.015280 || Task Loss: 0.1848 || KD Loss: 0.0569|| 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: 1 day, 11:42:22 || Estimated Time: 4 days, 6:24:14
2023-07-29 01:25:49,176 semantic_segmentation INFO: Iters: 38790/150000 || Lr: 0.015279 || Task Loss: 0.1964 || KD Loss: 0.0601|| 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: 1 day, 11:42:56 || Estimated Time: 4 days, 6:23:41
2023-07-29 01:26:22,227 semantic_segmentation INFO: Iters: 38800/150000 || Lr: 0.015277 || Task Loss: 0.2059 || KD Loss: 0.0590|| 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, 11:43:29 || Estimated Time: 4 days, 6:23:07
2023-07-29 01:26:55,342 semantic_segmentation INFO: Iters: 38810/150000 || Lr: 0.015276 || Task Loss: 0.2314 || KD Loss: 0.0553|| 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, 11:44:02 || Estimated Time: 4 days, 6:22:34
2023-07-29 01:27:28,411 semantic_segmentation INFO: Iters: 38820/150000 || Lr: 0.015275 || Task Loss: 0.1815 || KD Loss: 0.0444|| 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, 11:44:35 || Estimated Time: 4 days, 6:22:01
2023-07-29 01:28:01,445 semantic_segmentation INFO: Iters: 38830/150000 || Lr: 0.015274 || Task Loss: 0.1637 || KD Loss: 0.0630|| 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, 11:45:08 || Estimated Time: 4 days, 6:21:27
2023-07-29 01:28:34,580 semantic_segmentation INFO: Iters: 38840/150000 || Lr: 0.015272 || Task Loss: 0.1903 || KD Loss: 0.0472|| 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, 11:45:41 || Estimated Time: 4 days, 6:20:54
2023-07-29 01:29:07,729 semantic_segmentation INFO: Iters: 38850/150000 || Lr: 0.015271 || Task Loss: 0.2520 || KD Loss: 0.0678|| 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, 11:46:14 || Estimated Time: 4 days, 6:20:21
2023-07-29 01:29:40,744 semantic_segmentation INFO: Iters: 38860/150000 || Lr: 0.015270 || Task Loss: 0.2402 || KD Loss: 0.0751|| 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, 11:46:47 || Estimated Time: 4 days, 6:19:47
2023-07-29 01:30:13,787 semantic_segmentation INFO: Iters: 38870/150000 || Lr: 0.015269 || Task Loss: 0.1614 || KD Loss: 0.0426|| 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, 11:47:20 || Estimated Time: 4 days, 6:19:14
2023-07-29 01:30:46,874 semantic_segmentation INFO: Iters: 38880/150000 || Lr: 0.015267 || Task Loss: 0.1938 || KD Loss: 0.0586|| 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: 1 day, 11:47:53 || Estimated Time: 4 days, 6:18:41
2023-07-29 01:31:20,026 semantic_segmentation INFO: Iters: 38890/150000 || Lr: 0.015266 || Task Loss: 0.2213 || KD Loss: 0.0559|| 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, 11:48:26 || Estimated Time: 4 days, 6:18:07
2023-07-29 01:31:53,040 semantic_segmentation INFO: Iters: 38900/150000 || Lr: 0.015265 || Task Loss: 0.2619 || KD Loss: 0.0955|| 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, 11:48:59 || Estimated Time: 4 days, 6:17:34
2023-07-29 01:32:26,192 semantic_segmentation INFO: Iters: 38910/150000 || Lr: 0.015264 || Task Loss: 0.2325 || KD Loss: 0.0525|| 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, 11:49:33 || Estimated Time: 4 days, 6:17:01
2023-07-29 01:32:59,368 semantic_segmentation INFO: Iters: 38920/150000 || Lr: 0.015262 || Task Loss: 0.2122 || KD Loss: 0.0666|| 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, 11:50:06 || Estimated Time: 4 days, 6:16:28
2023-07-29 01:33:32,375 semantic_segmentation INFO: Iters: 38930/150000 || Lr: 0.015261 || Task Loss: 0.2421 || KD Loss: 0.1121|| 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, 11:50:39 || Estimated Time: 4 days, 6:15:54
2023-07-29 01:34:05,537 semantic_segmentation INFO: Iters: 38940/150000 || Lr: 0.015260 || Task Loss: 0.1844 || KD Loss: 0.0772|| 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, 11:51:12 || Estimated Time: 4 days, 6:15:21
2023-07-29 01:34:38,600 semantic_segmentation INFO: Iters: 38950/150000 || Lr: 0.015259 || Task Loss: 0.5794 || KD Loss: 0.3076|| 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: 1 day, 11:51:45 || Estimated Time: 4 days, 6:14:48
2023-07-29 01:35:11,734 semantic_segmentation INFO: Iters: 38960/150000 || Lr: 0.015257 || Task Loss: 0.3460 || KD Loss: 0.1374|| 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, 11:52:18 || Estimated Time: 4 days, 6:14:14
2023-07-29 01:35:44,854 semantic_segmentation INFO: Iters: 38970/150000 || Lr: 0.015256 || Task Loss: 0.2623 || KD Loss: 0.0668|| 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: 1 day, 11:52:51 || Estimated Time: 4 days, 6:13:41
2023-07-29 01:36:17,881 semantic_segmentation INFO: Iters: 38980/150000 || Lr: 0.015255 || Task Loss: 0.1980 || KD Loss: 0.0555|| 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: 1 day, 11:53:24 || Estimated Time: 4 days, 6:13:08
2023-07-29 01:36:50,997 semantic_segmentation INFO: Iters: 38990/150000 || Lr: 0.015254 || Task Loss: 0.2686 || KD Loss: 0.0770|| 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, 11:53:57 || Estimated Time: 4 days, 6:12:34
2023-07-29 01:37:24,111 semantic_segmentation INFO: Iters: 39000/150000 || Lr: 0.015253 || Task Loss: 0.2135 || KD Loss: 0.0487|| 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, 11:54:30 || Estimated Time: 4 days, 6:12:01
2023-07-29 01:37:57,198 semantic_segmentation INFO: Iters: 39010/150000 || Lr: 0.015251 || Task Loss: 0.1830 || KD Loss: 0.0655|| 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: 1 day, 11:55:04 || Estimated Time: 4 days, 6:11:28
2023-07-29 01:38:30,239 semantic_segmentation INFO: Iters: 39020/150000 || Lr: 0.015250 || Task Loss: 0.2419 || KD Loss: 0.0650|| 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, 11:55:37 || Estimated Time: 4 days, 6:10:55
2023-07-29 01:39:03,311 semantic_segmentation INFO: Iters: 39030/150000 || Lr: 0.015249 || Task Loss: 0.2254 || KD Loss: 0.0629|| 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: 1 day, 11:56:10 || Estimated Time: 4 days, 6:10:21
2023-07-29 01:39:36,401 semantic_segmentation INFO: Iters: 39040/150000 || Lr: 0.015248 || Task Loss: 0.2202 || KD Loss: 0.0668|| 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, 11:56:43 || Estimated Time: 4 days, 6:09:48
2023-07-29 01:40:09,501 semantic_segmentation INFO: Iters: 39050/150000 || Lr: 0.015246 || Task Loss: 0.1656 || KD Loss: 0.0448|| 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, 11:57:16 || Estimated Time: 4 days, 6:09:15
2023-07-29 01:40:46,014 semantic_segmentation INFO: Iters: 39060/150000 || Lr: 0.015245 || Task Loss: 0.2612 || KD Loss: 0.0790|| 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, 11:57:52 || Estimated Time: 4 days, 6:08:51
2023-07-29 01:41:18,996 semantic_segmentation INFO: Iters: 39070/150000 || Lr: 0.015244 || Task Loss: 0.2364 || KD Loss: 0.0761|| 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, 11:58:25 || Estimated Time: 4 days, 6:08:17
2023-07-29 01:41:52,167 semantic_segmentation INFO: Iters: 39080/150000 || Lr: 0.015243 || Task Loss: 0.2290 || KD Loss: 0.0718|| 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, 11:58:59 || Estimated Time: 4 days, 6:07:44
2023-07-29 01:42:25,258 semantic_segmentation INFO: Iters: 39090/150000 || Lr: 0.015241 || Task Loss: 0.3659 || KD Loss: 0.1327|| 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, 11:59:32 || Estimated Time: 4 days, 6:07:11
2023-07-29 01:42:58,393 semantic_segmentation INFO: Iters: 39100/150000 || Lr: 0.015240 || Task Loss: 0.2089 || KD Loss: 0.0526|| 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, 12:00:05 || Estimated Time: 4 days, 6:06:38
2023-07-29 01:43:31,406 semantic_segmentation INFO: Iters: 39110/150000 || Lr: 0.015239 || Task Loss: 0.2235 || KD Loss: 0.0691|| 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, 12:00:38 || Estimated Time: 4 days, 6:06:04
2023-07-29 01:44:04,568 semantic_segmentation INFO: Iters: 39120/150000 || Lr: 0.015238 || Task Loss: 0.2275 || KD Loss: 0.0641|| 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, 12:01:11 || Estimated Time: 4 days, 6:05:31
2023-07-29 01:44:37,613 semantic_segmentation INFO: Iters: 39130/150000 || Lr: 0.015236 || Task Loss: 0.2634 || KD Loss: 0.1041|| 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, 12:01:44 || Estimated Time: 4 days, 6:04:58
2023-07-29 01:45:10,725 semantic_segmentation INFO: Iters: 39140/150000 || Lr: 0.015235 || Task Loss: 0.2009 || KD Loss: 0.0445|| 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: 1 day, 12:02:17 || Estimated Time: 4 days, 6:04:25
2023-07-29 01:45:43,802 semantic_segmentation INFO: Iters: 39150/150000 || Lr: 0.015234 || Task Loss: 0.1832 || KD Loss: 0.0462|| 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, 12:02:50 || Estimated Time: 4 days, 6:03:51
2023-07-29 01:46:16,899 semantic_segmentation INFO: Iters: 39160/150000 || Lr: 0.015233 || Task Loss: 0.2121 || KD Loss: 0.0727|| 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, 12:03:23 || Estimated Time: 4 days, 6:03:18
2023-07-29 01:46:50,069 semantic_segmentation INFO: Iters: 39170/150000 || Lr: 0.015232 || Task Loss: 0.3236 || KD Loss: 0.1046|| 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, 12:03:56 || Estimated Time: 4 days, 6:02:45
2023-07-29 01:47:23,204 semantic_segmentation INFO: Iters: 39180/150000 || Lr: 0.015230 || Task Loss: 0.2577 || KD Loss: 0.0637|| 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, 12:04:30 || Estimated Time: 4 days, 6:02:12
2023-07-29 01:47:56,297 semantic_segmentation INFO: Iters: 39190/150000 || Lr: 0.015229 || Task Loss: 0.3754 || KD Loss: 0.1201|| 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, 12:05:03 || Estimated Time: 4 days, 6:01:38
2023-07-29 01:48:29,392 semantic_segmentation INFO: Iters: 39200/150000 || Lr: 0.015228 || Task Loss: 0.2043 || KD Loss: 0.0812|| 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, 12:05:36 || Estimated Time: 4 days, 6:01:05
2023-07-29 01:48:29,460 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 01:48:30,258 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.964, mIoU: 0.397
2023-07-29 01:48:30,443 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.480
2023-07-29 01:48:30,550 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.968, mIoU: 0.493
2023-07-29 01:48:30,656 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.523
2023-07-29 01:48:30,768 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.517
2023-07-29 01:48:30,880 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.516
2023-07-29 01:48:30,990 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.518
2023-07-29 01:48:31,101 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.567
2023-07-29 01:48:31,211 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.572
2023-07-29 01:48:31,325 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.610
2023-07-29 01:48:31,434 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.961, mIoU: 0.605
2023-07-29 01:48:31,538 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.628
2023-07-29 01:48:31,642 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.631
2023-07-29 01:48:31,748 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.951, mIoU: 0.613
2023-07-29 01:48:31,854 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.949, mIoU: 0.603
2023-07-29 01:48:31,962 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.947, mIoU: 0.593
2023-07-29 01:48:32,076 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.595
2023-07-29 01:48:32,185 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.595
2023-07-29 01:48:32,290 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.946, mIoU: 0.604
2023-07-29 01:48:32,401 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.946, mIoU: 0.611
2023-07-29 01:48:32,513 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.945, mIoU: 0.614
2023-07-29 01:48:32,626 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.943, mIoU: 0.631
2023-07-29 01:48:32,737 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.943, mIoU: 0.635
2023-07-29 01:48:32,845 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.943, mIoU: 0.641
2023-07-29 01:48:32,952 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.942, mIoU: 0.655
2023-07-29 01:48:33,056 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.942, mIoU: 0.655
2023-07-29 01:48:33,163 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.941, mIoU: 0.653
2023-07-29 01:48:33,269 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.940, mIoU: 0.647
2023-07-29 01:48:33,374 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.940, mIoU: 0.648
2023-07-29 01:48:33,483 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.630
2023-07-29 01:48:33,587 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.939, mIoU: 0.629
2023-07-29 01:48:33,692 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.627
2023-07-29 01:48:33,799 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.940, mIoU: 0.630
2023-07-29 01:48:33,903 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.632
2023-07-29 01:48:34,012 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.938, mIoU: 0.629
2023-07-29 01:48:34,124 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.938, mIoU: 0.628
2023-07-29 01:48:34,238 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.939, mIoU: 0.627
2023-07-29 01:48:34,351 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.937, mIoU: 0.624
2023-07-29 01:48:34,464 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-29 01:48:34,577 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.937, mIoU: 0.630
2023-07-29 01:48:34,691 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.632
2023-07-29 01:48:34,805 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.938, mIoU: 0.632
2023-07-29 01:48:34,914 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.938, mIoU: 0.632
2023-07-29 01:48:35,026 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.634
2023-07-29 01:48:35,141 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.939, mIoU: 0.632
2023-07-29 01:48:35,253 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.940, mIoU: 0.633
2023-07-29 01:48:35,365 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.940, mIoU: 0.634
2023-07-29 01:48:35,477 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.941, mIoU: 0.633
2023-07-29 01:48:35,588 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.638
2023-07-29 01:48:35,699 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.641
2023-07-29 01:48:35,813 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.642
2023-07-29 01:48:35,923 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.940, mIoU: 0.648
2023-07-29 01:48:36,034 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.940, mIoU: 0.650
2023-07-29 01:48:36,142 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.940, mIoU: 0.653
2023-07-29 01:48:36,248 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.939, mIoU: 0.652
2023-07-29 01:48:36,355 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.939, mIoU: 0.651
2023-07-29 01:48:36,462 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.939, mIoU: 0.652
2023-07-29 01:48:36,571 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-29 01:48:36,685 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.939, mIoU: 0.655
2023-07-29 01:48:36,806 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.938, mIoU: 0.654
2023-07-29 01:48:36,917 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.938, mIoU: 0.657
2023-07-29 01:48:37,025 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.938, mIoU: 0.657
2023-07-29 01:48:37,135 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.938, mIoU: 0.656
2023-07-29 01:48:37,245 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.938, mIoU: 0.661
2023-07-29 01:48:37,352 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-29 01:48:37,457 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.938, mIoU: 0.664
2023-07-29 01:48:37,563 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.936, mIoU: 0.661
2023-07-29 01:48:37,666 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.936, mIoU: 0.662
2023-07-29 01:48:37,771 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.935, mIoU: 0.661
2023-07-29 01:48:37,877 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.936, mIoU: 0.660
2023-07-29 01:48:37,982 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.936, mIoU: 0.660
2023-07-29 01:48:38,086 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.936, mIoU: 0.658
2023-07-29 01:48:38,189 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.936, mIoU: 0.656
2023-07-29 01:48:38,293 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.936, mIoU: 0.656
2023-07-29 01:48:38,395 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.936, mIoU: 0.657
2023-07-29 01:48:38,501 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.936, mIoU: 0.657
2023-07-29 01:48:38,603 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.936, mIoU: 0.657
2023-07-29 01:48:38,707 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.936, mIoU: 0.657
2023-07-29 01:48:38,812 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.936, mIoU: 0.657
2023-07-29 01:48:38,917 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.936, mIoU: 0.658
2023-07-29 01:48:39,023 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-29 01:48:39,134 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-29 01:48:39,250 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-29 01:48:39,360 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.935, mIoU: 0.657
2023-07-29 01:48:39,468 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.933, mIoU: 0.652
2023-07-29 01:48:39,579 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.933, mIoU: 0.653
2023-07-29 01:48:39,687 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.933, mIoU: 0.653
2023-07-29 01:48:39,798 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.933, mIoU: 0.653
2023-07-29 01:48:39,907 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.933, mIoU: 0.653
2023-07-29 01:48:40,014 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.934, mIoU: 0.653
2023-07-29 01:48:40,120 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.934, mIoU: 0.654
2023-07-29 01:48:40,222 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.932, mIoU: 0.647
2023-07-29 01:48:40,326 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.932, mIoU: 0.646
2023-07-29 01:48:40,432 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.933, mIoU: 0.647
2023-07-29 01:48:40,544 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.933, mIoU: 0.647
2023-07-29 01:48:40,646 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.933, mIoU: 0.647
2023-07-29 01:48:40,752 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.932, mIoU: 0.646
2023-07-29 01:48:40,857 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.933, mIoU: 0.646
2023-07-29 01:48:40,963 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.932, mIoU: 0.647
2023-07-29 01:48:41,067 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.932, mIoU: 0.648
2023-07-29 01:48:41,175 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.930, mIoU: 0.647
2023-07-29 01:48:41,282 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.930, mIoU: 0.645
2023-07-29 01:48:41,395 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.929, mIoU: 0.644
2023-07-29 01:48:41,510 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.930, mIoU: 0.644
2023-07-29 01:48:41,627 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.930, mIoU: 0.644
2023-07-29 01:48:41,739 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.930, mIoU: 0.644
2023-07-29 01:48:41,849 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.930, mIoU: 0.644
2023-07-29 01:48:41,960 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.931, mIoU: 0.645
2023-07-29 01:48:42,067 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.931, mIoU: 0.644
2023-07-29 01:48:42,179 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.930, mIoU: 0.643
2023-07-29 01:48:42,285 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.930, mIoU: 0.643
2023-07-29 01:48:42,393 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.930, mIoU: 0.643
2023-07-29 01:48:42,499 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.930, mIoU: 0.642
2023-07-29 01:48:42,620 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.930, mIoU: 0.642
2023-07-29 01:48:42,743 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.931, mIoU: 0.642
2023-07-29 01:48:42,863 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.930, mIoU: 0.642
2023-07-29 01:48:42,983 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.930, mIoU: 0.643
2023-07-29 01:48:43,101 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.929, mIoU: 0.642
2023-07-29 01:48:43,220 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.929, mIoU: 0.645
2023-07-29 01:48:43,338 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.930, mIoU: 0.645
2023-07-29 01:48:43,452 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.930, mIoU: 0.645
2023-07-29 01:48:43,568 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.930, mIoU: 0.644
2023-07-29 01:48:43,686 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.930, mIoU: 0.644
2023-07-29 01:48:43,803 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.929, mIoU: 0.645
2023-07-29 01:48:43,923 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.930, mIoU: 0.646
2023-07-29 01:48:44,038 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.929, mIoU: 0.646
2023-07-29 01:48:44,149 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.929, mIoU: 0.646
2023-07-29 01:48:44,264 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.929, mIoU: 0.646
2023-07-29 01:48:44,380 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.929, mIoU: 0.645
2023-07-29 01:48:44,494 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.929, mIoU: 0.645
2023-07-29 01:48:44,604 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.930, mIoU: 0.645
2023-07-29 01:48:44,716 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.930, mIoU: 0.645
2023-07-29 01:48:44,828 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.930, mIoU: 0.645
2023-07-29 01:48:44,937 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.931, mIoU: 0.644
2023-07-29 01:48:45,048 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.931, mIoU: 0.642
2023-07-29 01:48:45,158 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.931, mIoU: 0.642
2023-07-29 01:48:45,270 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.931, mIoU: 0.642
2023-07-29 01:48:45,381 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.931, mIoU: 0.642
2023-07-29 01:48:45,491 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.930, mIoU: 0.640
2023-07-29 01:48:45,607 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.930, mIoU: 0.642
2023-07-29 01:48:45,719 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.930, mIoU: 0.641
2023-07-29 01:48:45,830 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.930, mIoU: 0.641
2023-07-29 01:48:45,941 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.930, mIoU: 0.640
2023-07-29 01:48:46,051 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.930, mIoU: 0.640
2023-07-29 01:48:46,159 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.930, mIoU: 0.640
2023-07-29 01:48:46,268 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.930, mIoU: 0.643
2023-07-29 01:48:46,377 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.930, mIoU: 0.642
2023-07-29 01:48:46,484 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.930, mIoU: 0.642
2023-07-29 01:48:46,590 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.930, mIoU: 0.642
2023-07-29 01:48:46,696 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.930, mIoU: 0.641
2023-07-29 01:48:46,802 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.931, mIoU: 0.642
2023-07-29 01:48:46,914 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.931, mIoU: 0.642
2023-07-29 01:48:47,029 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.930, mIoU: 0.643
2023-07-29 01:48:47,143 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.931, mIoU: 0.643
2023-07-29 01:48:47,258 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.930, mIoU: 0.643
2023-07-29 01:48:47,373 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.931, mIoU: 0.644
2023-07-29 01:48:47,494 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.931, mIoU: 0.644
2023-07-29 01:48:47,605 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.930, mIoU: 0.643
2023-07-29 01:48:47,720 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.930, mIoU: 0.643
2023-07-29 01:48:47,833 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.930, mIoU: 0.643
2023-07-29 01:48:47,945 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.930, mIoU: 0.642
2023-07-29 01:48:48,058 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.930, mIoU: 0.640
2023-07-29 01:48:48,168 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.930, mIoU: 0.639
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2023-07-29 01:49:10,042 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.936, mIoU: 0.647
2023-07-29 01:49:10,149 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.936, mIoU: 0.647
2023-07-29 01:49:10,261 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.936, mIoU: 0.647
2023-07-29 01:49:10,381 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.936, mIoU: 0.647
2023-07-29 01:49:10,491 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.936, mIoU: 0.647
2023-07-29 01:49:10,600 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.936, mIoU: 0.647
2023-07-29 01:49:10,715 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.936, mIoU: 0.648
2023-07-29 01:49:10,831 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.936, mIoU: 0.648
2023-07-29 01:49:10,947 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.936, mIoU: 0.648
2023-07-29 01:49:11,066 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.936, mIoU: 0.648
2023-07-29 01:49:11,176 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.936, mIoU: 0.649
2023-07-29 01:49:11,289 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.937, mIoU: 0.649
2023-07-29 01:49:11,407 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.937, mIoU: 0.649
2023-07-29 01:49:11,517 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.937, mIoU: 0.649
2023-07-29 01:49:11,624 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.937, mIoU: 0.649
2023-07-29 01:49:11,733 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.937, mIoU: 0.649
2023-07-29 01:49:11,844 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.937, mIoU: 0.649
2023-07-29 01:49:11,957 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.937, mIoU: 0.649
2023-07-29 01:49:12,071 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.937, mIoU: 0.649
2023-07-29 01:49:12,179 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.937, mIoU: 0.649
2023-07-29 01:49:12,284 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.937, mIoU: 0.650
2023-07-29 01:49:12,389 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.937, mIoU: 0.650
2023-07-29 01:49:12,496 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.937, mIoU: 0.650
2023-07-29 01:49:12,601 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.937, mIoU: 0.650
2023-07-29 01:49:12,708 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.937, mIoU: 0.650
2023-07-29 01:49:12,817 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.937, mIoU: 0.651
2023-07-29 01:49:12,926 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.938, mIoU: 0.651
2023-07-29 01:49:13,033 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-29 01:49:13,148 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.938, mIoU: 0.651
2023-07-29 01:49:13,268 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-29 01:49:13,381 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-29 01:49:13,498 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-29 01:49:13,611 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-29 01:49:13,724 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-29 01:49:13,831 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-29 01:49:13,940 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.938, mIoU: 0.653
2023-07-29 01:49:14,053 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-29 01:49:14,169 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.938, mIoU: 0.653
2023-07-29 01:49:14,286 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.938, mIoU: 0.653
2023-07-29 01:49:14,399 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-29 01:49:14,513 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-29 01:49:14,622 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-29 01:49:14,732 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-29 01:49:14,841 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-29 01:49:14,950 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-29 01:49:15,055 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-29 01:49:15,163 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-29 01:49:15,268 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-29 01:49:15,372 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-29 01:49:15,477 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-29 01:49:15,586 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-29 01:49:15,695 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-29 01:49:15,809 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-29 01:49:15,925 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-29 01:49:16,038 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-29 01:49:16,154 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-29 01:49:16,267 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-29 01:49:16,378 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.940, mIoU: 0.655
2023-07-29 01:49:16,484 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.940, mIoU: 0.655
2023-07-29 01:49:16,590 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.940, mIoU: 0.655
2023-07-29 01:49:16,695 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.940, mIoU: 0.655
2023-07-29 01:49:16,803 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.940, mIoU: 0.655
2023-07-29 01:49:16,913 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.940, mIoU: 0.656
2023-07-29 01:49:17,028 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.940, mIoU: 0.656
2023-07-29 01:49:17,148 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.940, mIoU: 0.656
2023-07-29 01:49:17,260 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.940, mIoU: 0.656
2023-07-29 01:49:17,370 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.940, mIoU: 0.656
2023-07-29 01:49:17,483 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.940, mIoU: 0.656
2023-07-29 01:49:17,597 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-29 01:49:17,707 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-29 01:49:17,819 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-29 01:49:17,929 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-29 01:49:18,038 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-29 01:49:18,147 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-29 01:49:18,261 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-29 01:49:18,379 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-29 01:49:18,491 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-29 01:49:18,602 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-29 01:49:18,713 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-29 01:49:18,824 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-29 01:49:18,933 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-29 01:49:19,040 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-29 01:49:19,144 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-29 01:49:19,249 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-29 01:49:19,352 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.942, mIoU: 0.656
2023-07-29 01:49:19,460 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.942, mIoU: 0.656
2023-07-29 01:49:19,567 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.942, mIoU: 0.656
2023-07-29 01:49:19,673 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.942, mIoU: 0.656
2023-07-29 01:49:19,777 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.942, mIoU: 0.656
2023-07-29 01:49:19,881 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-29 01:49:19,988 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-29 01:49:20,096 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-29 01:49:20,211 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-29 01:49:20,322 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.942, mIoU: 0.656
2023-07-29 01:49:20,434 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.942, mIoU: 0.656
2023-07-29 01:49:20,544 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-29 01:49:20,658 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.942, mIoU: 0.658
2023-07-29 01:49:20,770 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.942, mIoU: 0.658
2023-07-29 01:49:20,884 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.942, mIoU: 0.658
2023-07-29 01:49:20,994 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.942, mIoU: 0.658
2023-07-29 01:49:21,102 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.942, mIoU: 0.658
2023-07-29 01:49:21,207 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.942, mIoU: 0.659
2023-07-29 01:49:21,322 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.942, mIoU: 0.659
2023-07-29 01:49:21,438 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.942, mIoU: 0.660
2023-07-29 01:49:21,556 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.942, mIoU: 0.660
2023-07-29 01:49:21,670 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.942, mIoU: 0.660
2023-07-29 01:49:21,786 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.942, mIoU: 0.660
2023-07-29 01:49:21,902 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.942, mIoU: 0.660
2023-07-29 01:49:22,018 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.942, mIoU: 0.661
2023-07-29 01:49:22,131 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.942, mIoU: 0.660
2023-07-29 01:49:22,249 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.942, mIoU: 0.660
2023-07-29 01:49:22,364 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.942, mIoU: 0.660
2023-07-29 01:49:22,479 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.942, mIoU: 0.661
2023-07-29 01:49:22,593 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.943, mIoU: 0.661
2023-07-29 01:49:22,708 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.943, mIoU: 0.661
2023-07-29 01:49:22,823 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.943, mIoU: 0.661
2023-07-29 01:49:22,934 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.943, mIoU: 0.661
2023-07-29 01:49:23,045 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.943, mIoU: 0.661
2023-07-29 01:49:23,156 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.943, mIoU: 0.661
2023-07-29 01:49:23,270 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.943, mIoU: 0.661
2023-07-29 01:49:23,385 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.943, mIoU: 0.661
2023-07-29 01:49:23,499 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.943, mIoU: 0.661
2023-07-29 01:49:23,610 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.943, mIoU: 0.661
2023-07-29 01:49:23,722 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.943, mIoU: 0.661
2023-07-29 01:49:23,836 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.943, mIoU: 0.661
2023-07-29 01:49:23,950 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.943, mIoU: 0.661
2023-07-29 01:49:24,059 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.943, mIoU: 0.661
2023-07-29 01:49:24,167 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.943, mIoU: 0.662
2023-07-29 01:49:24,278 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.943, mIoU: 0.662
2023-07-29 01:49:24,391 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.943, mIoU: 0.662
2023-07-29 01:49:24,509 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.943, mIoU: 0.662
2023-07-29 01:49:24,620 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.943, mIoU: 0.662
2023-07-29 01:49:24,729 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.943, mIoU: 0.662
2023-07-29 01:49:24,841 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.943, mIoU: 0.662
2023-07-29 01:49:24,956 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.943, mIoU: 0.662
2023-07-29 01:49:25,068 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.943, mIoU: 0.662
2023-07-29 01:49:25,181 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.943, mIoU: 0.663
2023-07-29 01:49:25,293 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.943, mIoU: 0.663
2023-07-29 01:49:25,402 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.943, mIoU: 0.663
2023-07-29 01:49:25,511 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.943, mIoU: 0.662
2023-07-29 01:49:25,622 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.943, mIoU: 0.662
2023-07-29 01:49:25,735 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.943, mIoU: 0.662
2023-07-29 01:49:59,180 semantic_segmentation INFO: Iters: 39210/150000 || Lr: 0.015227 || Task Loss: 0.2576 || KD Loss: 0.0755|| 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: 1 day, 12:07:06 || Estimated Time: 4 days, 6:03:12
2023-07-29 01:50:32,279 semantic_segmentation INFO: Iters: 39220/150000 || Lr: 0.015225 || Task Loss: 0.2505 || KD Loss: 0.0898|| 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, 12:07:39 || Estimated Time: 4 days, 6:02:39
2023-07-29 01:51:05,285 semantic_segmentation INFO: Iters: 39230/150000 || Lr: 0.015224 || Task Loss: 0.2207 || KD Loss: 0.0813|| 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, 12:08:12 || Estimated Time: 4 days, 6:02:05
2023-07-29 01:51:38,331 semantic_segmentation INFO: Iters: 39240/150000 || Lr: 0.015223 || Task Loss: 0.1920 || KD Loss: 0.0491|| 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, 12:08:45 || Estimated Time: 4 days, 6:01:31
2023-07-29 01:52:11,321 semantic_segmentation INFO: Iters: 39250/150000 || Lr: 0.015222 || Task Loss: 0.3069 || KD Loss: 0.0886|| 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: 1 day, 12:09:18 || Estimated Time: 4 days, 6:00:58
2023-07-29 01:52:44,363 semantic_segmentation INFO: Iters: 39260/150000 || Lr: 0.015220 || Task Loss: 0.2189 || KD Loss: 0.0837|| 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, 12:09:51 || Estimated Time: 4 days, 6:00:24
2023-07-29 01:53:17,513 semantic_segmentation INFO: Iters: 39270/150000 || Lr: 0.015219 || Task Loss: 0.2159 || KD Loss: 0.0522|| 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, 12:10:24 || Estimated Time: 4 days, 5:59:51
2023-07-29 01:53:50,629 semantic_segmentation INFO: Iters: 39280/150000 || Lr: 0.015218 || Task Loss: 0.2706 || KD Loss: 0.0739|| 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, 12:10:57 || Estimated Time: 4 days, 5:59:18
2023-07-29 01:54:23,791 semantic_segmentation INFO: Iters: 39290/150000 || Lr: 0.015217 || Task Loss: 0.2411 || KD Loss: 0.0799|| 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, 12:11:30 || Estimated Time: 4 days, 5:58:45
2023-07-29 01:54:56,883 semantic_segmentation INFO: Iters: 39300/150000 || Lr: 0.015215 || Task Loss: 0.2715 || KD Loss: 0.0740|| 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: 1 day, 12:12:03 || Estimated Time: 4 days, 5:58:11
2023-07-29 01:55:30,144 semantic_segmentation INFO: Iters: 39310/150000 || Lr: 0.015214 || Task Loss: 0.2882 || KD Loss: 0.0904|| 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, 12:12:36 || Estimated Time: 4 days, 5:57:39
2023-07-29 01:56:03,320 semantic_segmentation INFO: Iters: 39320/150000 || Lr: 0.015213 || Task Loss: 0.2620 || KD Loss: 0.0734|| 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, 12:13:10 || Estimated Time: 4 days, 5:57:05
2023-07-29 01:56:36,460 semantic_segmentation INFO: Iters: 39330/150000 || Lr: 0.015212 || Task Loss: 0.2549 || KD Loss: 0.0697|| 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, 12:13:43 || Estimated Time: 4 days, 5:56:32
2023-07-29 01:57:09,609 semantic_segmentation INFO: Iters: 39340/150000 || Lr: 0.015210 || Task Loss: 0.2394 || KD Loss: 0.0624|| 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, 12:14:16 || Estimated Time: 4 days, 5:55:59
2023-07-29 01:57:42,768 semantic_segmentation INFO: Iters: 39350/150000 || Lr: 0.015209 || Task Loss: 0.2395 || KD Loss: 0.0714|| 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, 12:14:49 || Estimated Time: 4 days, 5:55:26
2023-07-29 01:58:15,946 semantic_segmentation INFO: Iters: 39360/150000 || Lr: 0.015208 || Task Loss: 0.2376 || KD Loss: 0.0835|| 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, 12:15:22 || Estimated Time: 4 days, 5:54:53
2023-07-29 01:58:49,131 semantic_segmentation INFO: Iters: 39370/150000 || Lr: 0.015207 || Task Loss: 0.2935 || KD Loss: 0.0993|| 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, 12:15:55 || Estimated Time: 4 days, 5:54:20
2023-07-29 01:59:22,281 semantic_segmentation INFO: Iters: 39380/150000 || Lr: 0.015206 || Task Loss: 0.2472 || KD Loss: 0.0587|| 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, 12:16:29 || Estimated Time: 4 days, 5:53:46
2023-07-29 01:59:55,469 semantic_segmentation INFO: Iters: 39390/150000 || Lr: 0.015204 || Task Loss: 0.2723 || KD Loss: 0.0988|| 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, 12:17:02 || Estimated Time: 4 days, 5:53:13
2023-07-29 02:00:28,668 semantic_segmentation INFO: Iters: 39400/150000 || Lr: 0.015203 || Task Loss: 0.2029 || KD Loss: 0.0436|| 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, 12:17:35 || Estimated Time: 4 days, 5:52:40
2023-07-29 02:01:01,945 semantic_segmentation INFO: Iters: 39410/150000 || Lr: 0.015202 || Task Loss: 0.1795 || KD Loss: 0.0783|| 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, 12:18:08 || Estimated Time: 4 days, 5:52:07
2023-07-29 02:01:35,109 semantic_segmentation INFO: Iters: 39420/150000 || Lr: 0.015201 || Task Loss: 0.2000 || KD Loss: 0.0509|| 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, 12:18:41 || Estimated Time: 4 days, 5:51:34
2023-07-29 02:02:08,370 semantic_segmentation INFO: Iters: 39430/150000 || Lr: 0.015199 || Task Loss: 0.1591 || KD Loss: 0.0416|| 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: 1 day, 12:19:15 || Estimated Time: 4 days, 5:51:01
2023-07-29 02:02:41,548 semantic_segmentation INFO: Iters: 39440/150000 || Lr: 0.015198 || Task Loss: 0.1946 || KD Loss: 0.0483|| 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, 12:19:48 || Estimated Time: 4 days, 5:50:28
2023-07-29 02:03:14,803 semantic_segmentation INFO: Iters: 39450/150000 || Lr: 0.015197 || Task Loss: 0.3266 || KD Loss: 0.0891|| 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, 12:20:21 || Estimated Time: 4 days, 5:49:55
2023-07-29 02:03:48,329 semantic_segmentation INFO: Iters: 39460/150000 || Lr: 0.015196 || Task Loss: 0.2801 || KD Loss: 0.0633|| 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, 12:20:55 || Estimated Time: 4 days, 5:49:23
2023-07-29 02:04:21,526 semantic_segmentation INFO: Iters: 39470/150000 || Lr: 0.015194 || Task Loss: 0.2160 || KD Loss: 0.0652|| 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, 12:21:28 || Estimated Time: 4 days, 5:48:50
2023-07-29 02:04:58,121 semantic_segmentation INFO: Iters: 39480/150000 || Lr: 0.015193 || Task Loss: 0.1809 || KD Loss: 0.0580|| 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, 12:22:04 || Estimated Time: 4 days, 5:48:27
2023-07-29 02:05:31,282 semantic_segmentation INFO: Iters: 39490/150000 || Lr: 0.015192 || Task Loss: 0.3222 || KD Loss: 0.0963|| 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: 1 day, 12:22:38 || Estimated Time: 4 days, 5:47:53
2023-07-29 02:06:04,504 semantic_segmentation INFO: Iters: 39500/150000 || Lr: 0.015191 || Task Loss: 0.1776 || KD Loss: 0.0621|| 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, 12:23:11 || Estimated Time: 4 days, 5:47:20
2023-07-29 02:06:37,848 semantic_segmentation INFO: Iters: 39510/150000 || Lr: 0.015189 || Task Loss: 0.2779 || KD Loss: 0.1107|| 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: 1 day, 12:23:44 || Estimated Time: 4 days, 5:46:47
2023-07-29 02:07:11,053 semantic_segmentation INFO: Iters: 39520/150000 || Lr: 0.015188 || Task Loss: 0.2459 || KD Loss: 0.0673|| 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: 1 day, 12:24:17 || Estimated Time: 4 days, 5:46:15
2023-07-29 02:07:44,331 semantic_segmentation INFO: Iters: 39530/150000 || Lr: 0.015187 || Task Loss: 0.3233 || KD Loss: 0.0815|| 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, 12:24:51 || Estimated Time: 4 days, 5:45:42
2023-07-29 02:08:17,656 semantic_segmentation INFO: Iters: 39540/150000 || Lr: 0.015186 || Task Loss: 0.2008 || KD Loss: 0.0644|| 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, 12:25:24 || Estimated Time: 4 days, 5:45:09
2023-07-29 02:08:51,000 semantic_segmentation INFO: Iters: 39550/150000 || Lr: 0.015185 || Task Loss: 0.2344 || KD Loss: 0.0672|| 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, 12:25:57 || Estimated Time: 4 days, 5:44:37
2023-07-29 02:09:24,303 semantic_segmentation INFO: Iters: 39560/150000 || Lr: 0.015183 || Task Loss: 0.2177 || KD Loss: 0.0534|| 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, 12:26:31 || Estimated Time: 4 days, 5:44:04
2023-07-29 02:09:57,593 semantic_segmentation INFO: Iters: 39570/150000 || Lr: 0.015182 || Task Loss: 0.2812 || KD Loss: 0.1062|| 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: 1 day, 12:27:04 || Estimated Time: 4 days, 5:43:31
2023-07-29 02:10:30,868 semantic_segmentation INFO: Iters: 39580/150000 || Lr: 0.015181 || Task Loss: 0.1751 || KD Loss: 0.0493|| 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, 12:27:37 || Estimated Time: 4 days, 5:42:58
2023-07-29 02:11:04,050 semantic_segmentation INFO: Iters: 39590/150000 || Lr: 0.015180 || Task Loss: 0.3042 || KD Loss: 0.1077|| 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, 12:28:10 || Estimated Time: 4 days, 5:42:25
2023-07-29 02:11:37,357 semantic_segmentation INFO: Iters: 39600/150000 || Lr: 0.015178 || Task Loss: 0.1587 || KD Loss: 0.0555|| 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, 12:28:44 || Estimated Time: 4 days, 5:41:52
2023-07-29 02:12:10,555 semantic_segmentation INFO: Iters: 39610/150000 || Lr: 0.015177 || Task Loss: 0.2057 || KD Loss: 0.0683|| 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, 12:29:17 || Estimated Time: 4 days, 5:41:19
2023-07-29 02:12:43,774 semantic_segmentation INFO: Iters: 39620/150000 || Lr: 0.015176 || Task Loss: 0.1948 || KD Loss: 0.0607|| 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, 12:29:50 || Estimated Time: 4 days, 5:40:46
2023-07-29 02:13:17,038 semantic_segmentation INFO: Iters: 39630/150000 || Lr: 0.015175 || Task Loss: 0.2039 || KD Loss: 0.0885|| 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: 1 day, 12:30:23 || Estimated Time: 4 days, 5:40:13
2023-07-29 02:13:50,277 semantic_segmentation INFO: Iters: 39640/150000 || Lr: 0.015173 || Task Loss: 0.2218 || KD Loss: 0.0570|| 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, 12:30:57 || Estimated Time: 4 days, 5:39:40
2023-07-29 02:14:23,460 semantic_segmentation INFO: Iters: 39650/150000 || Lr: 0.015172 || Task Loss: 0.2371 || KD Loss: 0.0700|| 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, 12:31:30 || Estimated Time: 4 days, 5:39:07
2023-07-29 02:14:56,638 semantic_segmentation INFO: Iters: 39660/150000 || Lr: 0.015171 || Task Loss: 0.2341 || KD Loss: 0.0933|| 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, 12:32:03 || Estimated Time: 4 days, 5:38:34
2023-07-29 02:15:29,855 semantic_segmentation INFO: Iters: 39670/150000 || Lr: 0.015170 || Task Loss: 0.1715 || KD Loss: 0.0568|| 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, 12:32:36 || Estimated Time: 4 days, 5:38:01
2023-07-29 02:16:03,053 semantic_segmentation INFO: Iters: 39680/150000 || Lr: 0.015168 || Task Loss: 0.2719 || KD Loss: 0.0873|| 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, 12:33:09 || Estimated Time: 4 days, 5:37:28
2023-07-29 02:16:36,221 semantic_segmentation INFO: Iters: 39690/150000 || Lr: 0.015167 || Task Loss: 0.2398 || KD Loss: 0.0867|| 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, 12:33:43 || Estimated Time: 4 days, 5:36:55
2023-07-29 02:17:09,411 semantic_segmentation INFO: Iters: 39700/150000 || Lr: 0.015166 || Task Loss: 0.2865 || KD Loss: 0.0957|| 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, 12:34:16 || Estimated Time: 4 days, 5:36:22
2023-07-29 02:17:42,734 semantic_segmentation INFO: Iters: 39710/150000 || Lr: 0.015165 || Task Loss: 0.2542 || KD Loss: 0.0640|| 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, 12:34:49 || Estimated Time: 4 days, 5:35:49
2023-07-29 02:18:15,918 semantic_segmentation INFO: Iters: 39720/150000 || Lr: 0.015163 || Task Loss: 0.2515 || KD Loss: 0.0592|| 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, 12:35:22 || Estimated Time: 4 days, 5:35:16
2023-07-29 02:18:49,479 semantic_segmentation INFO: Iters: 39730/150000 || Lr: 0.015162 || Task Loss: 0.1883 || KD Loss: 0.0514|| 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, 12:35:56 || Estimated Time: 4 days, 5:34:44
2023-07-29 02:19:22,671 semantic_segmentation INFO: Iters: 39740/150000 || Lr: 0.015161 || Task Loss: 0.2970 || KD Loss: 0.0617|| 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, 12:36:29 || Estimated Time: 4 days, 5:34:11
2023-07-29 02:19:55,989 semantic_segmentation INFO: Iters: 39750/150000 || Lr: 0.015160 || Task Loss: 0.2040 || KD Loss: 0.0685|| 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, 12:37:02 || Estimated Time: 4 days, 5:33:38
2023-07-29 02:20:29,165 semantic_segmentation INFO: Iters: 39760/150000 || Lr: 0.015159 || Task Loss: 0.2351 || KD Loss: 0.0585|| 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: 1 day, 12:37:36 || Estimated Time: 4 days, 5:33:05
2023-07-29 02:21:02,350 semantic_segmentation INFO: Iters: 39770/150000 || Lr: 0.015157 || Task Loss: 0.2710 || KD Loss: 0.0978|| 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, 12:38:09 || Estimated Time: 4 days, 5:32:32
2023-07-29 02:21:35,729 semantic_segmentation INFO: Iters: 39780/150000 || Lr: 0.015156 || Task Loss: 0.2698 || KD Loss: 0.0918|| 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, 12:38:42 || Estimated Time: 4 days, 5:31:59
2023-07-29 02:22:08,963 semantic_segmentation INFO: Iters: 39790/150000 || Lr: 0.015155 || Task Loss: 0.2487 || KD Loss: 0.0605|| 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, 12:39:15 || Estimated Time: 4 days, 5:31:26
2023-07-29 02:22:42,225 semantic_segmentation INFO: Iters: 39800/150000 || Lr: 0.015154 || Task Loss: 0.3314 || KD Loss: 0.1086|| 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, 12:39:49 || Estimated Time: 4 days, 5:30:53
2023-07-29 02:23:15,398 semantic_segmentation INFO: Iters: 39810/150000 || Lr: 0.015152 || Task Loss: 0.2145 || KD Loss: 0.0639|| 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, 12:40:22 || Estimated Time: 4 days, 5:30:20
2023-07-29 02:23:48,655 semantic_segmentation INFO: Iters: 39820/150000 || Lr: 0.015151 || Task Loss: 0.2658 || KD Loss: 0.0729|| 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, 12:40:55 || Estimated Time: 4 days, 5:29:47
2023-07-29 02:24:22,255 semantic_segmentation INFO: Iters: 39830/150000 || Lr: 0.015150 || Task Loss: 0.2026 || KD Loss: 0.0535|| 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, 12:41:29 || Estimated Time: 4 days, 5:29:16
2023-07-29 02:24:55,455 semantic_segmentation INFO: Iters: 39840/150000 || Lr: 0.015149 || Task Loss: 0.1634 || KD Loss: 0.0486|| 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, 12:42:02 || Estimated Time: 4 days, 5:28:42
2023-07-29 02:25:28,648 semantic_segmentation INFO: Iters: 39850/150000 || Lr: 0.015147 || Task Loss: 0.2946 || KD Loss: 0.1003|| 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, 12:42:35 || Estimated Time: 4 days, 5:28:09
2023-07-29 02:26:01,948 semantic_segmentation INFO: Iters: 39860/150000 || Lr: 0.015146 || Task Loss: 0.2187 || KD Loss: 0.0547|| 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: 1 day, 12:43:08 || Estimated Time: 4 days, 5:27:37
2023-07-29 02:26:35,338 semantic_segmentation INFO: Iters: 39870/150000 || Lr: 0.015145 || Task Loss: 0.1653 || KD Loss: 0.0560|| 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, 12:43:42 || Estimated Time: 4 days, 5:27:04
2023-07-29 02:27:08,502 semantic_segmentation INFO: Iters: 39880/150000 || Lr: 0.015144 || Task Loss: 0.2239 || KD Loss: 0.0617|| 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, 12:44:15 || Estimated Time: 4 days, 5:26:31
2023-07-29 02:27:41,705 semantic_segmentation INFO: Iters: 39890/150000 || Lr: 0.015142 || Task Loss: 0.2260 || KD Loss: 0.0609|| 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, 12:44:48 || Estimated Time: 4 days, 5:25:58
2023-07-29 02:28:15,001 semantic_segmentation INFO: Iters: 39900/150000 || Lr: 0.015141 || Task Loss: 0.2000 || KD Loss: 0.0427|| 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, 12:45:21 || Estimated Time: 4 days, 5:25:25
2023-07-29 02:28:48,338 semantic_segmentation INFO: Iters: 39910/150000 || Lr: 0.015140 || Task Loss: 0.3087 || KD Loss: 0.0579|| 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, 12:45:55 || Estimated Time: 4 days, 5:24:52
2023-07-29 02:29:24,935 semantic_segmentation INFO: Iters: 39920/150000 || Lr: 0.015139 || Task Loss: 0.2417 || KD Loss: 0.0529|| 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, 12:46:31 || Estimated Time: 4 days, 5:24:29
2023-07-29 02:29:58,217 semantic_segmentation INFO: Iters: 39930/150000 || Lr: 0.015137 || Task Loss: 0.1841 || KD Loss: 0.0436|| 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, 12:47:05 || Estimated Time: 4 days, 5:23:56
2023-07-29 02:30:31,511 semantic_segmentation INFO: Iters: 39940/150000 || Lr: 0.015136 || Task Loss: 0.3517 || KD Loss: 0.0901|| 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: 1 day, 12:47:38 || Estimated Time: 4 days, 5:23:23
2023-07-29 02:31:04,780 semantic_segmentation INFO: Iters: 39950/150000 || Lr: 0.015135 || Task Loss: 0.1997 || KD Loss: 0.0810|| 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, 12:48:11 || Estimated Time: 4 days, 5:22:50
2023-07-29 02:31:38,076 semantic_segmentation INFO: Iters: 39960/150000 || Lr: 0.015134 || Task Loss: 0.1970 || KD Loss: 0.0874|| 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, 12:48:44 || Estimated Time: 4 days, 5:22:17
2023-07-29 02:32:11,481 semantic_segmentation INFO: Iters: 39970/150000 || Lr: 0.015133 || Task Loss: 0.2052 || KD Loss: 0.0514|| 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, 12:49:18 || Estimated Time: 4 days, 5:21:45
2023-07-29 02:32:44,758 semantic_segmentation INFO: Iters: 39980/150000 || Lr: 0.015131 || Task Loss: 0.2186 || KD Loss: 0.0467|| 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, 12:49:51 || Estimated Time: 4 days, 5:21:12
2023-07-29 02:33:18,011 semantic_segmentation INFO: Iters: 39990/150000 || Lr: 0.015130 || Task Loss: 0.1830 || KD Loss: 0.0414|| 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, 12:50:24 || Estimated Time: 4 days, 5:20:39
2023-07-29 02:33:51,421 semantic_segmentation INFO: Iters: 40000/150000 || Lr: 0.015129 || Task Loss: 0.2205 || KD Loss: 0.0801|| 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, 12:50:58 || Estimated Time: 4 days, 5:20:07
2023-07-29 02:33:51,486 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 02:33:52,290 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.945, mIoU: 0.389
2023-07-29 02:33:52,413 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.959, mIoU: 0.474
2023-07-29 02:33:52,526 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.961, mIoU: 0.484
2023-07-29 02:33:52,643 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.962, mIoU: 0.522
2023-07-29 02:33:52,749 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.964, mIoU: 0.514
2023-07-29 02:33:52,854 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.513
2023-07-29 02:33:52,967 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.960, mIoU: 0.549
2023-07-29 02:33:53,081 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.584
2023-07-29 02:33:53,195 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.597
2023-07-29 02:33:53,305 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.957, mIoU: 0.636
2023-07-29 02:33:53,416 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.958, mIoU: 0.643
2023-07-29 02:33:53,524 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.955, mIoU: 0.674
2023-07-29 02:33:53,628 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.955, mIoU: 0.679
2023-07-29 02:33:53,733 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.954, mIoU: 0.679
2023-07-29 02:33:53,839 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.661
2023-07-29 02:33:53,944 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.652
2023-07-29 02:33:54,049 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.949, mIoU: 0.654
2023-07-29 02:33:54,159 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.949, mIoU: 0.656
2023-07-29 02:33:54,271 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.657
2023-07-29 02:33:54,388 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.945, mIoU: 0.661
2023-07-29 02:33:54,502 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.662
2023-07-29 02:33:54,613 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.938, mIoU: 0.653
2023-07-29 02:33:54,724 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.938, mIoU: 0.657
2023-07-29 02:33:54,835 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.937, mIoU: 0.666
2023-07-29 02:33:54,947 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.936, mIoU: 0.675
2023-07-29 02:33:55,055 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.936, mIoU: 0.674
2023-07-29 02:33:55,168 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.935, mIoU: 0.665
2023-07-29 02:33:55,276 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.935, mIoU: 0.663
2023-07-29 02:33:55,389 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.935, mIoU: 0.668
2023-07-29 02:33:55,497 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.934, mIoU: 0.649
2023-07-29 02:33:55,609 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.934, mIoU: 0.649
2023-07-29 02:33:55,722 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.934, mIoU: 0.647
2023-07-29 02:33:55,833 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.935, mIoU: 0.650
2023-07-29 02:33:55,944 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.934, mIoU: 0.649
2023-07-29 02:33:56,054 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.934, mIoU: 0.649
2023-07-29 02:33:56,168 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.934, mIoU: 0.649
2023-07-29 02:33:56,283 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.935, mIoU: 0.648
2023-07-29 02:33:56,399 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.933, mIoU: 0.647
2023-07-29 02:33:56,505 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.933, mIoU: 0.647
2023-07-29 02:33:56,614 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.934, mIoU: 0.649
2023-07-29 02:33:56,726 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.934, mIoU: 0.653
2023-07-29 02:33:56,841 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.935, mIoU: 0.652
2023-07-29 02:33:56,951 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.935, mIoU: 0.653
2023-07-29 02:33:57,061 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.936, mIoU: 0.655
2023-07-29 02:33:57,172 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.936, mIoU: 0.654
2023-07-29 02:33:57,284 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.937, mIoU: 0.655
2023-07-29 02:33:57,399 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.937, mIoU: 0.655
2023-07-29 02:33:57,509 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.938, mIoU: 0.654
2023-07-29 02:33:57,618 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.938, mIoU: 0.659
2023-07-29 02:33:57,725 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.938, mIoU: 0.662
2023-07-29 02:33:57,833 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.938, mIoU: 0.662
2023-07-29 02:33:57,937 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-29 02:33:58,040 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.937, mIoU: 0.664
2023-07-29 02:33:58,149 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.667
2023-07-29 02:33:58,253 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.936, mIoU: 0.665
2023-07-29 02:33:58,360 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.668
2023-07-29 02:33:58,472 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.936, mIoU: 0.669
2023-07-29 02:33:58,587 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.937, mIoU: 0.675
2023-07-29 02:33:58,697 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.936, mIoU: 0.674
2023-07-29 02:33:58,806 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.936, mIoU: 0.672
2023-07-29 02:33:58,913 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.936, mIoU: 0.675
2023-07-29 02:33:59,023 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.936, mIoU: 0.677
2023-07-29 02:33:59,133 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.936, mIoU: 0.676
2023-07-29 02:33:59,242 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.936, mIoU: 0.680
2023-07-29 02:33:59,349 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.936, mIoU: 0.682
2023-07-29 02:33:59,459 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-29 02:33:59,561 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-29 02:33:59,667 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.681
2023-07-29 02:33:59,772 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.934, mIoU: 0.680
2023-07-29 02:33:59,877 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.678
2023-07-29 02:33:59,980 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.935, mIoU: 0.679
2023-07-29 02:34:00,090 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.935, mIoU: 0.674
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2023-07-29 02:34:01,103 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.933, mIoU: 0.670
2023-07-29 02:34:01,211 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.933, mIoU: 0.671
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2023-07-29 02:34:01,426 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.932, mIoU: 0.669
2023-07-29 02:34:01,538 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.930, mIoU: 0.665
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2023-07-29 02:34:02,322 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.932, mIoU: 0.680
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2023-07-29 02:34:03,293 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.930, mIoU: 0.677
2023-07-29 02:34:03,406 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.929, mIoU: 0.675
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2023-07-29 02:34:04,719 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.930, mIoU: 0.673
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2023-07-29 02:34:22,065 semantic_segmentation INFO: Sample: 269, Validation pixAcc: 0.936, mIoU: 0.680
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2023-07-29 02:34:32,212 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.938, mIoU: 0.682
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2023-07-29 02:34:33,068 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-29 02:34:33,173 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.938, mIoU: 0.684
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2023-07-29 02:34:44,117 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-29 02:34:44,224 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-29 02:34:44,331 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-29 02:34:44,439 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-29 02:34:44,552 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-29 02:34:44,666 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-29 02:34:44,780 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-29 02:34:44,893 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.944, mIoU: 0.692
2023-07-29 02:34:45,004 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-29 02:34:45,117 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-29 02:34:45,228 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-29 02:34:45,338 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-29 02:34:45,442 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-29 02:34:45,550 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-29 02:34:45,655 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-29 02:34:45,765 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-29 02:34:45,879 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-29 02:34:45,995 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-29 02:34:46,116 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-29 02:34:46,231 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-29 02:34:46,343 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-29 02:34:46,453 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.944, mIoU: 0.694
2023-07-29 02:34:46,562 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.944, mIoU: 0.694
2023-07-29 02:34:46,668 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.944, mIoU: 0.694
2023-07-29 02:34:46,773 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.944, mIoU: 0.694
2023-07-29 02:34:46,876 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.944, mIoU: 0.694
2023-07-29 02:34:46,980 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.944, mIoU: 0.694
2023-07-29 02:34:47,083 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.945, mIoU: 0.694
2023-07-29 02:34:47,189 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.944, mIoU: 0.694
2023-07-29 02:34:47,292 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.945, mIoU: 0.694
2023-07-29 02:34:47,395 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.945, mIoU: 0.694
2023-07-29 02:34:47,498 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.945, mIoU: 0.694
2023-07-29 02:34:47,601 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.945, mIoU: 0.694
2023-07-29 02:34:47,706 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.945, mIoU: 0.695
2023-07-29 02:34:47,809 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.945, mIoU: 0.694
2023-07-29 02:35:21,510 semantic_segmentation INFO: Iters: 40010/150000 || Lr: 0.015128 || Task Loss: 0.2449 || KD Loss: 0.0631|| 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: 1 day, 12:52:28 || Estimated Time: 4 days, 5:22:10
2023-07-29 02:35:54,764 semantic_segmentation INFO: Iters: 40020/150000 || Lr: 0.015126 || Task Loss: 0.2658 || KD Loss: 0.0874|| 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: 1 day, 12:53:01 || Estimated Time: 4 days, 5:21:37
2023-07-29 02:36:28,005 semantic_segmentation INFO: Iters: 40030/150000 || Lr: 0.015125 || Task Loss: 0.1927 || KD Loss: 0.0708|| 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, 12:53:34 || Estimated Time: 4 days, 5:21:04
2023-07-29 02:37:01,225 semantic_segmentation INFO: Iters: 40040/150000 || Lr: 0.015124 || Task Loss: 0.2594 || KD Loss: 0.0780|| 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: 1 day, 12:54:08 || Estimated Time: 4 days, 5:20:31
2023-07-29 02:37:34,420 semantic_segmentation INFO: Iters: 40050/150000 || Lr: 0.015123 || Task Loss: 0.2959 || KD Loss: 0.1498|| 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, 12:54:41 || Estimated Time: 4 days, 5:19:58
2023-07-29 02:38:07,648 semantic_segmentation INFO: Iters: 40060/150000 || Lr: 0.015121 || Task Loss: 0.2596 || KD Loss: 0.0599|| 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, 12:55:14 || Estimated Time: 4 days, 5:19:25
2023-07-29 02:38:40,879 semantic_segmentation INFO: Iters: 40070/150000 || Lr: 0.015120 || Task Loss: 0.1967 || KD Loss: 0.0663|| 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, 12:55:47 || Estimated Time: 4 days, 5:18:52
2023-07-29 02:39:14,137 semantic_segmentation INFO: Iters: 40080/150000 || Lr: 0.015119 || Task Loss: 0.2368 || KD Loss: 0.0562|| 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, 12:56:20 || Estimated Time: 4 days, 5:18:19
2023-07-29 02:39:47,449 semantic_segmentation INFO: Iters: 40090/150000 || Lr: 0.015118 || Task Loss: 0.2210 || KD Loss: 0.0585|| 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, 12:56:54 || Estimated Time: 4 days, 5:17:46
2023-07-29 02:40:20,758 semantic_segmentation INFO: Iters: 40100/150000 || Lr: 0.015116 || Task Loss: 0.2049 || KD Loss: 0.0586|| 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, 12:57:27 || Estimated Time: 4 days, 5:17:13
2023-07-29 02:40:54,050 semantic_segmentation INFO: Iters: 40110/150000 || Lr: 0.015115 || Task Loss: 0.2272 || KD Loss: 0.0779|| 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, 12:58:00 || Estimated Time: 4 days, 5:16:40
2023-07-29 02:41:27,322 semantic_segmentation INFO: Iters: 40120/150000 || Lr: 0.015114 || Task Loss: 0.2807 || KD Loss: 0.0785|| 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, 12:58:34 || Estimated Time: 4 days, 5:16:07
2023-07-29 02:42:00,533 semantic_segmentation INFO: Iters: 40130/150000 || Lr: 0.015113 || Task Loss: 0.3043 || KD Loss: 0.0913|| 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, 12:59:07 || Estimated Time: 4 days, 5:15:34
2023-07-29 02:42:33,850 semantic_segmentation INFO: Iters: 40140/150000 || Lr: 0.015111 || Task Loss: 0.2568 || KD Loss: 0.0769|| 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, 12:59:40 || Estimated Time: 4 days, 5:15:01
2023-07-29 02:43:07,101 semantic_segmentation INFO: Iters: 40150/150000 || Lr: 0.015110 || Task Loss: 0.1681 || KD Loss: 0.0579|| 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, 13:00:13 || Estimated Time: 4 days, 5:14:28
2023-07-29 02:43:40,360 semantic_segmentation INFO: Iters: 40160/150000 || Lr: 0.015109 || Task Loss: 0.2091 || KD Loss: 0.1242|| 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: 1 day, 13:00:47 || Estimated Time: 4 days, 5:13:55
2023-07-29 02:44:13,627 semantic_segmentation INFO: Iters: 40170/150000 || Lr: 0.015108 || Task Loss: 0.1833 || KD Loss: 0.0608|| 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, 13:01:20 || Estimated Time: 4 days, 5:13:22
2023-07-29 02:44:46,937 semantic_segmentation INFO: Iters: 40180/150000 || Lr: 0.015107 || Task Loss: 0.1948 || KD Loss: 0.0717|| 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, 13:01:53 || Estimated Time: 4 days, 5:12:50
2023-07-29 02:45:20,220 semantic_segmentation INFO: Iters: 40190/150000 || Lr: 0.015105 || Task Loss: 0.3095 || KD Loss: 0.0922|| 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, 13:02:27 || Estimated Time: 4 days, 5:12:17
2023-07-29 02:45:53,509 semantic_segmentation INFO: Iters: 40200/150000 || Lr: 0.015104 || Task Loss: 0.1989 || KD Loss: 0.0498|| 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, 13:03:00 || Estimated Time: 4 days, 5:11:44
2023-07-29 02:46:26,838 semantic_segmentation INFO: Iters: 40210/150000 || Lr: 0.015103 || Task Loss: 0.3994 || KD Loss: 0.1246|| 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: 1 day, 13:03:33 || Estimated Time: 4 days, 5:11:11
2023-07-29 02:47:00,188 semantic_segmentation INFO: Iters: 40220/150000 || Lr: 0.015102 || Task Loss: 0.3129 || KD Loss: 0.0961|| 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, 13:04:07 || Estimated Time: 4 days, 5:10:38
2023-07-29 02:47:33,556 semantic_segmentation INFO: Iters: 40230/150000 || Lr: 0.015100 || Task Loss: 0.1988 || KD Loss: 0.0622|| 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, 13:04:40 || Estimated Time: 4 days, 5:10:06
2023-07-29 02:48:06,880 semantic_segmentation INFO: Iters: 40240/150000 || Lr: 0.015099 || Task Loss: 0.1870 || KD Loss: 0.0502|| 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, 13:05:13 || Estimated Time: 4 days, 5:09:33
2023-07-29 02:48:40,167 semantic_segmentation INFO: Iters: 40250/150000 || Lr: 0.015098 || Task Loss: 0.2887 || KD Loss: 0.0831|| 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, 13:05:47 || Estimated Time: 4 days, 5:09:00
2023-07-29 02:49:13,436 semantic_segmentation INFO: Iters: 40260/150000 || Lr: 0.015097 || Task Loss: 0.2662 || KD Loss: 0.0720|| 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: 1 day, 13:06:20 || Estimated Time: 4 days, 5:08:27
2023-07-29 02:49:46,791 semantic_segmentation INFO: Iters: 40270/150000 || Lr: 0.015095 || Task Loss: 0.1677 || KD Loss: 0.0490|| 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, 13:06:53 || Estimated Time: 4 days, 5:07:54
2023-07-29 02:50:20,153 semantic_segmentation INFO: Iters: 40280/150000 || Lr: 0.015094 || Task Loss: 0.2632 || KD Loss: 0.1396|| 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, 13:07:27 || Estimated Time: 4 days, 5:07:22
2023-07-29 02:50:53,376 semantic_segmentation INFO: Iters: 40290/150000 || Lr: 0.015093 || Task Loss: 0.2557 || KD Loss: 0.1008|| 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, 13:08:00 || Estimated Time: 4 days, 5:06:49
2023-07-29 02:51:26,723 semantic_segmentation INFO: Iters: 40300/150000 || Lr: 0.015092 || Task Loss: 0.2965 || KD Loss: 0.0988|| 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: 1 day, 13:08:33 || Estimated Time: 4 days, 5:06:16
2023-07-29 02:51:59,990 semantic_segmentation INFO: Iters: 40310/150000 || Lr: 0.015090 || Task Loss: 0.1617 || KD Loss: 0.0382|| 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, 13:09:06 || Estimated Time: 4 days, 5:05:43
2023-07-29 02:52:33,319 semantic_segmentation INFO: Iters: 40320/150000 || Lr: 0.015089 || Task Loss: 0.2165 || KD Loss: 0.0587|| 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, 13:09:40 || Estimated Time: 4 days, 5:05:10
2023-07-29 02:53:06,675 semantic_segmentation INFO: Iters: 40330/150000 || Lr: 0.015088 || Task Loss: 0.2151 || KD Loss: 0.0779|| 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, 13:10:13 || Estimated Time: 4 days, 5:04:38
2023-07-29 02:53:43,321 semantic_segmentation INFO: Iters: 40340/150000 || Lr: 0.015087 || Task Loss: 0.2188 || KD Loss: 0.0596|| 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, 13:10:50 || Estimated Time: 4 days, 5:04:14
2023-07-29 02:54:16,549 semantic_segmentation INFO: Iters: 40350/150000 || Lr: 0.015085 || Task Loss: 0.3197 || KD Loss: 0.1127|| 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, 13:11:23 || Estimated Time: 4 days, 5:03:41
2023-07-29 02:54:49,879 semantic_segmentation INFO: Iters: 40360/150000 || Lr: 0.015084 || Task Loss: 0.2413 || KD Loss: 0.0711|| 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: 1 day, 13:11:56 || Estimated Time: 4 days, 5:03:08
2023-07-29 02:55:23,118 semantic_segmentation INFO: Iters: 40370/150000 || Lr: 0.015083 || Task Loss: 0.2387 || KD Loss: 0.0826|| 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, 13:12:29 || Estimated Time: 4 days, 5:02:35
2023-07-29 02:55:56,509 semantic_segmentation INFO: Iters: 40380/150000 || Lr: 0.015082 || Task Loss: 0.1869 || KD Loss: 0.0583|| 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, 13:13:03 || Estimated Time: 4 days, 5:02:02
2023-07-29 02:56:29,811 semantic_segmentation INFO: Iters: 40390/150000 || Lr: 0.015081 || Task Loss: 0.2165 || KD Loss: 0.0538|| 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, 13:13:36 || Estimated Time: 4 days, 5:01:30
2023-07-29 02:57:03,193 semantic_segmentation INFO: Iters: 40400/150000 || Lr: 0.015079 || Task Loss: 0.3040 || KD Loss: 0.0938|| 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: 1 day, 13:14:10 || Estimated Time: 4 days, 5:00:57
2023-07-29 02:57:36,550 semantic_segmentation INFO: Iters: 40410/150000 || Lr: 0.015078 || Task Loss: 0.2972 || KD Loss: 0.1157|| 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: 1 day, 13:14:43 || Estimated Time: 4 days, 5:00:24
2023-07-29 02:58:09,763 semantic_segmentation INFO: Iters: 40420/150000 || Lr: 0.015077 || Task Loss: 0.2937 || KD Loss: 0.0882|| 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, 13:15:16 || Estimated Time: 4 days, 4:59:51
2023-07-29 02:58:43,090 semantic_segmentation INFO: Iters: 40430/150000 || Lr: 0.015076 || Task Loss: 0.3061 || KD Loss: 0.0910|| 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, 13:15:49 || Estimated Time: 4 days, 4:59:18
2023-07-29 02:59:16,349 semantic_segmentation INFO: Iters: 40440/150000 || Lr: 0.015074 || Task Loss: 0.3195 || KD Loss: 0.0675|| 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: 1 day, 13:16:23 || Estimated Time: 4 days, 4:58:45
2023-07-29 02:59:49,648 semantic_segmentation INFO: Iters: 40450/150000 || Lr: 0.015073 || Task Loss: 0.1521 || KD Loss: 0.0597|| 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, 13:16:56 || Estimated Time: 4 days, 4:58:12
2023-07-29 03:00:22,890 semantic_segmentation INFO: Iters: 40460/150000 || Lr: 0.015072 || Task Loss: 0.2065 || KD Loss: 0.0544|| 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, 13:17:29 || Estimated Time: 4 days, 4:57:39
2023-07-29 03:00:56,241 semantic_segmentation INFO: Iters: 40470/150000 || Lr: 0.015071 || Task Loss: 0.1867 || KD Loss: 0.0447|| 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, 13:18:03 || Estimated Time: 4 days, 4:57:07
2023-07-29 03:01:29,612 semantic_segmentation INFO: Iters: 40480/150000 || Lr: 0.015069 || Task Loss: 0.2269 || KD Loss: 0.0470|| 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, 13:18:36 || Estimated Time: 4 days, 4:56:34
2023-07-29 03:02:02,848 semantic_segmentation INFO: Iters: 40490/150000 || Lr: 0.015068 || Task Loss: 0.1446 || KD Loss: 0.0434|| 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, 13:19:09 || Estimated Time: 4 days, 4:56:01
2023-07-29 03:02:36,144 semantic_segmentation INFO: Iters: 40500/150000 || Lr: 0.015067 || Task Loss: 0.2842 || KD Loss: 0.0634|| 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: 1 day, 13:19:42 || Estimated Time: 4 days, 4:55:28
2023-07-29 03:03:09,439 semantic_segmentation INFO: Iters: 40510/150000 || Lr: 0.015066 || Task Loss: 0.2606 || KD Loss: 0.0745|| 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, 13:20:16 || Estimated Time: 4 days, 4:54:55
2023-07-29 03:03:42,772 semantic_segmentation INFO: Iters: 40520/150000 || Lr: 0.015064 || Task Loss: 0.1870 || KD Loss: 0.0517|| 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, 13:20:49 || Estimated Time: 4 days, 4:54:23
2023-07-29 03:04:16,119 semantic_segmentation INFO: Iters: 40530/150000 || Lr: 0.015063 || Task Loss: 0.2247 || KD Loss: 0.0511|| 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, 13:21:22 || Estimated Time: 4 days, 4:53:50
2023-07-29 03:04:49,432 semantic_segmentation INFO: Iters: 40540/150000 || Lr: 0.015062 || Task Loss: 0.2108 || KD Loss: 0.0499|| 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, 13:21:56 || Estimated Time: 4 days, 4:53:17
2023-07-29 03:05:22,759 semantic_segmentation INFO: Iters: 40550/150000 || Lr: 0.015061 || Task Loss: 0.2274 || KD Loss: 0.0542|| 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, 13:22:29 || Estimated Time: 4 days, 4:52:44
2023-07-29 03:05:56,326 semantic_segmentation INFO: Iters: 40560/150000 || Lr: 0.015059 || Task Loss: 0.1810 || KD Loss: 0.0488|| 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, 13:23:03 || Estimated Time: 4 days, 4:52:12
2023-07-29 03:06:29,624 semantic_segmentation INFO: Iters: 40570/150000 || Lr: 0.015058 || Task Loss: 0.1603 || KD Loss: 0.0391|| 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, 13:23:36 || Estimated Time: 4 days, 4:51:39
2023-07-29 03:07:02,970 semantic_segmentation INFO: Iters: 40580/150000 || Lr: 0.015057 || Task Loss: 0.1690 || KD Loss: 0.0596|| 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, 13:24:09 || Estimated Time: 4 days, 4:51:06
2023-07-29 03:07:36,302 semantic_segmentation INFO: Iters: 40590/150000 || Lr: 0.015056 || Task Loss: 0.1840 || KD Loss: 0.0507|| 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, 13:24:43 || Estimated Time: 4 days, 4:50:34
2023-07-29 03:08:09,617 semantic_segmentation INFO: Iters: 40600/150000 || Lr: 0.015055 || Task Loss: 0.1644 || KD Loss: 0.0479|| 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, 13:25:16 || Estimated Time: 4 days, 4:50:01
2023-07-29 03:08:42,961 semantic_segmentation INFO: Iters: 40610/150000 || Lr: 0.015053 || Task Loss: 0.2987 || KD Loss: 0.0688|| 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, 13:25:49 || Estimated Time: 4 days, 4:49:28
2023-07-29 03:09:16,359 semantic_segmentation INFO: Iters: 40620/150000 || Lr: 0.015052 || Task Loss: 0.2973 || KD Loss: 0.0934|| 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, 13:26:23 || Estimated Time: 4 days, 4:48:55
2023-07-29 03:09:49,719 semantic_segmentation INFO: Iters: 40630/150000 || Lr: 0.015051 || Task Loss: 0.1911 || KD Loss: 0.0613|| 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, 13:26:56 || Estimated Time: 4 days, 4:48:23
2023-07-29 03:10:23,015 semantic_segmentation INFO: Iters: 40640/150000 || Lr: 0.015050 || Task Loss: 0.3334 || KD Loss: 0.1222|| 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, 13:27:29 || Estimated Time: 4 days, 4:47:50
2023-07-29 03:10:56,334 semantic_segmentation INFO: Iters: 40650/150000 || Lr: 0.015048 || Task Loss: 0.1636 || KD Loss: 0.0431|| 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, 13:28:03 || Estimated Time: 4 days, 4:47:17
2023-07-29 03:11:29,695 semantic_segmentation INFO: Iters: 40660/150000 || Lr: 0.015047 || Task Loss: 0.2070 || KD Loss: 0.0553|| 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: 1 day, 13:28:36 || Estimated Time: 4 days, 4:46:44
2023-07-29 03:12:03,072 semantic_segmentation INFO: Iters: 40670/150000 || Lr: 0.015046 || Task Loss: 0.2889 || KD Loss: 0.0868|| 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, 13:29:09 || Estimated Time: 4 days, 4:46:12
2023-07-29 03:12:36,526 semantic_segmentation INFO: Iters: 40680/150000 || Lr: 0.015045 || Task Loss: 0.1732 || KD Loss: 0.0521|| 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, 13:29:43 || Estimated Time: 4 days, 4:45:39
2023-07-29 03:13:09,827 semantic_segmentation INFO: Iters: 40690/150000 || Lr: 0.015043 || Task Loss: 0.1991 || KD Loss: 0.0545|| 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, 13:30:16 || Estimated Time: 4 days, 4:45:06
2023-07-29 03:13:43,189 semantic_segmentation INFO: Iters: 40700/150000 || Lr: 0.015042 || Task Loss: 0.2312 || KD Loss: 0.0671|| 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, 13:30:50 || Estimated Time: 4 days, 4:44:34
2023-07-29 03:14:16,594 semantic_segmentation INFO: Iters: 40710/150000 || Lr: 0.015041 || Task Loss: 0.2393 || KD Loss: 0.0744|| 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, 13:31:23 || Estimated Time: 4 days, 4:44:01
2023-07-29 03:14:49,878 semantic_segmentation INFO: Iters: 40720/150000 || Lr: 0.015040 || Task Loss: 0.1540 || KD Loss: 0.0341|| 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, 13:31:56 || Estimated Time: 4 days, 4:43:28
2023-07-29 03:15:23,227 semantic_segmentation INFO: Iters: 40730/150000 || Lr: 0.015038 || Task Loss: 0.1770 || KD Loss: 0.0671|| 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, 13:32:30 || Estimated Time: 4 days, 4:42:56
2023-07-29 03:15:56,604 semantic_segmentation INFO: Iters: 40740/150000 || Lr: 0.015037 || Task Loss: 0.2067 || KD Loss: 0.0576|| 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, 13:33:03 || Estimated Time: 4 days, 4:42:23
2023-07-29 03:16:29,933 semantic_segmentation INFO: Iters: 40750/150000 || Lr: 0.015036 || Task Loss: 0.2220 || KD Loss: 0.0566|| 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, 13:33:36 || Estimated Time: 4 days, 4:41:50
2023-07-29 03:17:03,279 semantic_segmentation INFO: Iters: 40760/150000 || Lr: 0.015035 || Task Loss: 0.1831 || KD Loss: 0.0511|| 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, 13:34:10 || Estimated Time: 4 days, 4:41:17
2023-07-29 03:17:36,832 semantic_segmentation INFO: Iters: 40770/150000 || Lr: 0.015033 || Task Loss: 0.2168 || KD Loss: 0.0558|| 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, 13:34:43 || Estimated Time: 4 days, 4:40:45
2023-07-29 03:18:13,554 semantic_segmentation INFO: Iters: 40780/150000 || Lr: 0.015032 || Task Loss: 0.2237 || KD Loss: 0.0556|| 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, 13:35:20 || Estimated Time: 4 days, 4:40:21
2023-07-29 03:18:46,876 semantic_segmentation INFO: Iters: 40790/150000 || Lr: 0.015031 || Task Loss: 0.2244 || KD Loss: 0.0406|| 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, 13:35:53 || Estimated Time: 4 days, 4:39:49
2023-07-29 03:19:20,295 semantic_segmentation INFO: Iters: 40800/150000 || Lr: 0.015030 || Task Loss: 0.2067 || KD Loss: 0.0502|| 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, 13:36:27 || Estimated Time: 4 days, 4:39:16
2023-07-29 03:19:20,357 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 03:19:21,188 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.967, mIoU: 0.404
2023-07-29 03:19:21,308 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.972, mIoU: 0.498
2023-07-29 03:19:21,429 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.509
2023-07-29 03:19:21,544 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.535
2023-07-29 03:19:21,656 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.526
2023-07-29 03:19:21,767 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.529
2023-07-29 03:19:21,871 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.550
2023-07-29 03:19:21,979 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.591
2023-07-29 03:19:22,086 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.637
2023-07-29 03:19:22,194 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.682
2023-07-29 03:19:22,297 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.693
2023-07-29 03:19:22,402 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.697
2023-07-29 03:19:22,505 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.700
2023-07-29 03:19:22,610 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.958, mIoU: 0.693
2023-07-29 03:19:22,714 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.690
2023-07-29 03:19:22,821 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.680
2023-07-29 03:19:22,924 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.683
2023-07-29 03:19:23,027 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.688
2023-07-29 03:19:23,133 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.696
2023-07-29 03:19:23,240 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.700
2023-07-29 03:19:23,345 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.700
2023-07-29 03:19:23,450 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-29 03:19:23,553 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.718
2023-07-29 03:19:23,656 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-29 03:19:23,761 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-29 03:19:23,865 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-29 03:19:23,969 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.719
2023-07-29 03:19:24,074 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-29 03:19:24,181 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.714
2023-07-29 03:19:24,291 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-29 03:19:24,405 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.717
2023-07-29 03:19:24,516 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-29 03:19:24,629 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-29 03:19:24,739 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-29 03:19:24,850 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.945, mIoU: 0.717
2023-07-29 03:19:24,960 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-29 03:19:25,071 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.712
2023-07-29 03:19:25,176 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.945, mIoU: 0.711
2023-07-29 03:19:25,281 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-29 03:19:25,385 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-29 03:19:25,489 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.945, mIoU: 0.705
2023-07-29 03:19:25,595 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-29 03:19:25,701 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-29 03:19:25,812 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-29 03:19:25,925 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-29 03:19:26,045 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-29 03:19:26,159 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-29 03:19:26,276 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.948, mIoU: 0.705
2023-07-29 03:19:26,384 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.948, mIoU: 0.708
2023-07-29 03:19:26,494 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-29 03:19:26,605 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-29 03:19:26,710 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-29 03:19:26,816 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-29 03:19:26,921 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.721
2023-07-29 03:19:27,025 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-29 03:19:27,134 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.946, mIoU: 0.722
2023-07-29 03:19:27,241 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.946, mIoU: 0.723
2023-07-29 03:19:27,348 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.728
2023-07-29 03:19:27,456 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.946, mIoU: 0.725
2023-07-29 03:19:27,570 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.945, mIoU: 0.723
2023-07-29 03:19:27,689 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.945, mIoU: 0.727
2023-07-29 03:19:27,804 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.945, mIoU: 0.728
2023-07-29 03:19:27,917 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.945, mIoU: 0.727
2023-07-29 03:19:28,031 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.945, mIoU: 0.729
2023-07-29 03:19:28,142 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.945, mIoU: 0.731
2023-07-29 03:19:28,253 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.945, mIoU: 0.732
2023-07-29 03:19:28,362 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.944, mIoU: 0.731
2023-07-29 03:19:28,472 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.944, mIoU: 0.732
2023-07-29 03:19:28,578 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.944, mIoU: 0.730
2023-07-29 03:19:28,684 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.944, mIoU: 0.730
2023-07-29 03:19:28,795 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.944, mIoU: 0.730
2023-07-29 03:19:28,909 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.944, mIoU: 0.729
2023-07-29 03:19:29,024 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.944, mIoU: 0.727
2023-07-29 03:19:29,141 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.944, mIoU: 0.726
2023-07-29 03:19:29,254 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.944, mIoU: 0.728
2023-07-29 03:19:29,367 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.944, mIoU: 0.728
2023-07-29 03:19:29,477 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.944, mIoU: 0.728
2023-07-29 03:19:29,585 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.944, mIoU: 0.728
2023-07-29 03:19:29,687 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.944, mIoU: 0.727
2023-07-29 03:19:29,792 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.944, mIoU: 0.728
2023-07-29 03:19:29,898 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.944, mIoU: 0.730
2023-07-29 03:19:30,003 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.945, mIoU: 0.730
2023-07-29 03:19:30,107 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.945, mIoU: 0.729
2023-07-29 03:19:30,215 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.944, mIoU: 0.727
2023-07-29 03:19:30,328 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-29 03:19:30,443 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-29 03:19:30,561 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-29 03:19:30,675 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.942, mIoU: 0.723
2023-07-29 03:19:30,786 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.942, mIoU: 0.721
2023-07-29 03:19:30,903 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.942, mIoU: 0.720
2023-07-29 03:19:31,015 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.942, mIoU: 0.721
2023-07-29 03:19:31,125 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.941, mIoU: 0.704
2023-07-29 03:19:31,233 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.941, mIoU: 0.703
2023-07-29 03:19:31,339 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.941, mIoU: 0.704
2023-07-29 03:19:31,445 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.941, mIoU: 0.704
2023-07-29 03:19:31,549 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.941, mIoU: 0.704
2023-07-29 03:19:31,661 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.941, mIoU: 0.704
2023-07-29 03:19:31,774 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.941, mIoU: 0.704
2023-07-29 03:19:31,888 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.941, mIoU: 0.703
2023-07-29 03:19:32,003 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.941, mIoU: 0.704
2023-07-29 03:19:32,117 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.939, mIoU: 0.703
2023-07-29 03:19:32,232 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.939, mIoU: 0.701
2023-07-29 03:19:32,348 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.939, mIoU: 0.701
2023-07-29 03:19:32,461 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.939, mIoU: 0.701
2023-07-29 03:19:32,572 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.939, mIoU: 0.701
2023-07-29 03:19:32,686 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.939, mIoU: 0.701
2023-07-29 03:19:32,803 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.939, mIoU: 0.700
2023-07-29 03:19:32,918 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.940, mIoU: 0.702
2023-07-29 03:19:33,029 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.940, mIoU: 0.701
2023-07-29 03:19:33,142 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.939, mIoU: 0.701
2023-07-29 03:19:33,253 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.939, mIoU: 0.701
2023-07-29 03:19:33,366 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.939, mIoU: 0.700
2023-07-29 03:19:33,475 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.939, mIoU: 0.700
2023-07-29 03:19:33,582 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.939, mIoU: 0.700
2023-07-29 03:19:33,687 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.940, mIoU: 0.699
2023-07-29 03:19:33,792 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.939, mIoU: 0.699
2023-07-29 03:19:33,896 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.939, mIoU: 0.706
2023-07-29 03:19:34,001 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.939, mIoU: 0.707
2023-07-29 03:19:34,110 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.939, mIoU: 0.710
2023-07-29 03:19:34,214 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.939, mIoU: 0.710
2023-07-29 03:19:34,327 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.940, mIoU: 0.709
2023-07-29 03:19:34,444 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.939, mIoU: 0.709
2023-07-29 03:19:34,559 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.939, mIoU: 0.709
2023-07-29 03:19:34,677 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.939, mIoU: 0.710
2023-07-29 03:19:34,791 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.939, mIoU: 0.710
2023-07-29 03:19:34,906 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.939, mIoU: 0.710
2023-07-29 03:19:35,016 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.939, mIoU: 0.712
2023-07-29 03:19:35,131 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.939, mIoU: 0.712
2023-07-29 03:19:35,242 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.939, mIoU: 0.711
2023-07-29 03:19:35,369 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.939, mIoU: 0.711
2023-07-29 03:19:35,490 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.939, mIoU: 0.711
2023-07-29 03:19:35,605 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.939, mIoU: 0.711
2023-07-29 03:19:35,719 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.940, mIoU: 0.711
2023-07-29 03:19:35,830 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-29 03:19:35,943 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.940, mIoU: 0.708
2023-07-29 03:19:36,054 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.940, mIoU: 0.708
2023-07-29 03:19:36,165 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.940, mIoU: 0.708
2023-07-29 03:19:36,273 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.940, mIoU: 0.708
2023-07-29 03:19:36,394 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-29 03:19:36,514 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.940, mIoU: 0.711
2023-07-29 03:19:36,630 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.940, mIoU: 0.712
2023-07-29 03:19:36,747 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.940, mIoU: 0.712
2023-07-29 03:19:36,859 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.940, mIoU: 0.711
2023-07-29 03:19:36,972 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.940, mIoU: 0.711
2023-07-29 03:19:37,083 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.940, mIoU: 0.711
2023-07-29 03:19:37,197 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-29 03:19:37,316 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-29 03:19:37,433 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.940, mIoU: 0.712
2023-07-29 03:19:37,544 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.940, mIoU: 0.712
2023-07-29 03:19:37,658 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-29 03:19:37,769 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-29 03:19:37,877 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-29 03:19:37,984 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.940, mIoU: 0.711
2023-07-29 03:19:38,092 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-29 03:19:38,203 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.940, mIoU: 0.711
2023-07-29 03:19:38,316 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-29 03:19:38,433 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-29 03:19:38,548 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-29 03:19:38,664 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-29 03:19:38,777 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-29 03:19:38,889 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.941, mIoU: 0.710
2023-07-29 03:19:39,002 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.940, mIoU: 0.708
2023-07-29 03:19:39,114 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.940, mIoU: 0.707
2023-07-29 03:19:39,223 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.940, mIoU: 0.708
2023-07-29 03:19:39,333 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.940, mIoU: 0.708
2023-07-29 03:19:39,451 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.940, mIoU: 0.707
2023-07-29 03:19:39,569 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.940, mIoU: 0.708
2023-07-29 03:19:39,683 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.941, mIoU: 0.708
2023-07-29 03:19:39,797 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.941, mIoU: 0.708
2023-07-29 03:19:39,908 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.941, mIoU: 0.708
2023-07-29 03:19:40,020 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.941, mIoU: 0.708
2023-07-29 03:19:40,131 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.941, mIoU: 0.708
2023-07-29 03:19:40,238 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.941, mIoU: 0.708
2023-07-29 03:19:40,343 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.942, mIoU: 0.708
2023-07-29 03:19:40,455 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.941, mIoU: 0.708
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2023-07-29 03:20:02,461 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-29 03:20:02,563 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-29 03:20:02,668 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-29 03:20:02,772 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-29 03:20:02,881 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-29 03:20:02,987 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-29 03:20:03,093 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-29 03:20:03,208 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-29 03:20:03,327 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-29 03:20:03,446 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-29 03:20:03,564 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-29 03:20:03,682 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-29 03:20:03,805 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-29 03:20:03,920 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-29 03:20:04,036 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-29 03:20:04,153 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-29 03:20:04,268 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-29 03:20:04,385 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-29 03:20:04,499 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-29 03:20:04,615 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-29 03:20:04,729 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-29 03:20:04,849 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-29 03:20:04,964 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-29 03:20:05,079 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-29 03:20:05,194 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-29 03:20:05,308 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-29 03:20:05,421 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-29 03:20:05,533 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-29 03:20:05,646 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-29 03:20:05,758 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-29 03:20:05,875 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-29 03:20:05,991 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-29 03:20:06,106 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-29 03:20:06,219 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-29 03:20:06,334 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.947, mIoU: 0.703
2023-07-29 03:20:06,449 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-29 03:20:06,559 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-29 03:20:06,674 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-29 03:20:06,793 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-29 03:20:06,908 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-29 03:20:07,024 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-29 03:20:07,139 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-29 03:20:07,255 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-29 03:20:07,368 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-29 03:20:07,483 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-29 03:20:07,592 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.948, mIoU: 0.702
2023-07-29 03:20:07,706 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-29 03:20:07,821 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-29 03:20:07,936 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-29 03:20:08,048 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-29 03:20:08,162 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-29 03:20:08,275 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-29 03:20:08,385 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-29 03:20:08,494 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-29 03:20:08,599 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-29 03:20:08,705 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.948, mIoU: 0.704
2023-07-29 03:20:08,810 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.948, mIoU: 0.704
2023-07-29 03:20:08,919 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-29 03:20:09,026 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-29 03:20:09,141 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-29 03:20:09,261 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-29 03:20:09,375 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-29 03:20:09,487 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-29 03:20:09,598 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-29 03:20:09,712 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-29 03:20:09,826 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-29 03:20:09,940 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.949, mIoU: 0.703
2023-07-29 03:20:10,046 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.949, mIoU: 0.704
2023-07-29 03:20:10,156 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.949, mIoU: 0.704
2023-07-29 03:20:10,265 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.949, mIoU: 0.704
2023-07-29 03:20:10,380 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.949, mIoU: 0.703
2023-07-29 03:20:10,498 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.949, mIoU: 0.703
2023-07-29 03:20:10,613 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.949, mIoU: 0.704
2023-07-29 03:20:10,726 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.949, mIoU: 0.704
2023-07-29 03:20:10,837 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.949, mIoU: 0.704
2023-07-29 03:20:10,953 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.949, mIoU: 0.704
2023-07-29 03:20:11,059 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.949, mIoU: 0.704
2023-07-29 03:20:11,168 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.949, mIoU: 0.704
2023-07-29 03:20:11,277 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.949, mIoU: 0.704
2023-07-29 03:20:11,391 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.949, mIoU: 0.704
2023-07-29 03:20:11,509 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.949, mIoU: 0.704
2023-07-29 03:20:11,622 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.949, mIoU: 0.704
2023-07-29 03:20:11,733 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.949, mIoU: 0.704
2023-07-29 03:20:11,845 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.949, mIoU: 0.705
2023-07-29 03:20:11,961 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.949, mIoU: 0.705
2023-07-29 03:20:12,077 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.949, mIoU: 0.705
2023-07-29 03:20:12,192 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.949, mIoU: 0.705
2023-07-29 03:20:12,302 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.949, mIoU: 0.705
2023-07-29 03:20:12,412 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.949, mIoU: 0.706
2023-07-29 03:20:12,528 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.949, mIoU: 0.706
2023-07-29 03:20:12,639 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.949, mIoU: 0.706
2023-07-29 03:20:12,749 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.950, mIoU: 0.706
2023-07-29 03:20:12,859 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.950, mIoU: 0.707
2023-07-29 03:20:12,973 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.950, mIoU: 0.706
2023-07-29 03:20:13,088 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.950, mIoU: 0.707
2023-07-29 03:20:13,201 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.950, mIoU: 0.707
2023-07-29 03:20:13,306 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.950, mIoU: 0.707
2023-07-29 03:20:13,413 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.950, mIoU: 0.707
2023-07-29 03:20:13,518 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.950, mIoU: 0.707
2023-07-29 03:20:13,629 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.950, mIoU: 0.707
2023-07-29 03:20:13,740 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.950, mIoU: 0.707
2023-07-29 03:20:13,857 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.950, mIoU: 0.707
2023-07-29 03:20:13,979 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.950, mIoU: 0.707
2023-07-29 03:20:14,092 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.950, mIoU: 0.707
2023-07-29 03:20:14,206 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.950, mIoU: 0.707
2023-07-29 03:20:14,318 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.950, mIoU: 0.707
2023-07-29 03:20:14,429 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.950, mIoU: 0.707
2023-07-29 03:20:14,536 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.950, mIoU: 0.707
2023-07-29 03:20:14,645 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.950, mIoU: 0.707
2023-07-29 03:20:14,750 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.950, mIoU: 0.707
2023-07-29 03:20:14,855 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.950, mIoU: 0.707
2023-07-29 03:20:14,965 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.950, mIoU: 0.707
2023-07-29 03:20:15,080 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.950, mIoU: 0.707
2023-07-29 03:20:15,199 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.950, mIoU: 0.707
2023-07-29 03:20:15,315 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.950, mIoU: 0.707
2023-07-29 03:20:15,431 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.950, mIoU: 0.708
2023-07-29 03:20:15,546 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.950, mIoU: 0.708
2023-07-29 03:20:15,663 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.950, mIoU: 0.708
2023-07-29 03:20:15,777 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.950, mIoU: 0.708
2023-07-29 03:20:15,894 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.950, mIoU: 0.708
2023-07-29 03:20:16,015 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.950, mIoU: 0.708
2023-07-29 03:20:16,130 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.950, mIoU: 0.708
2023-07-29 03:20:16,243 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.950, mIoU: 0.708
2023-07-29 03:20:16,359 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-29 03:20:16,475 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-29 03:20:16,588 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-29 03:20:16,703 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-29 03:20:16,816 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-29 03:20:16,928 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-29 03:20:50,689 semantic_segmentation INFO: Iters: 40810/150000 || Lr: 0.015029 || Task Loss: 0.1762 || KD Loss: 0.0361|| 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, 13:37:57 || Estimated Time: 4 days, 4:41:16
2023-07-29 03:21:24,017 semantic_segmentation INFO: Iters: 40820/150000 || Lr: 0.015027 || Task Loss: 0.2607 || KD Loss: 0.0748|| 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, 13:38:30 || Estimated Time: 4 days, 4:40:43
2023-07-29 03:21:57,256 semantic_segmentation INFO: Iters: 40830/150000 || Lr: 0.015026 || Task Loss: 0.2320 || KD Loss: 0.0750|| 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, 13:39:04 || Estimated Time: 4 days, 4:40:10
2023-07-29 03:22:30,551 semantic_segmentation INFO: Iters: 40840/150000 || Lr: 0.015025 || Task Loss: 0.1648 || KD Loss: 0.0613|| 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, 13:39:37 || Estimated Time: 4 days, 4:39:37
2023-07-29 03:23:03,896 semantic_segmentation INFO: Iters: 40850/150000 || Lr: 0.015024 || Task Loss: 0.2922 || KD Loss: 0.0485|| 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: 1 day, 13:40:10 || Estimated Time: 4 days, 4:39:04
2023-07-29 03:23:37,279 semantic_segmentation INFO: Iters: 40860/150000 || Lr: 0.015022 || Task Loss: 0.2003 || KD Loss: 0.0640|| 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, 13:40:44 || Estimated Time: 4 days, 4:38:32
2023-07-29 03:24:10,494 semantic_segmentation INFO: Iters: 40870/150000 || Lr: 0.015021 || Task Loss: 0.1873 || KD Loss: 0.0406|| 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, 13:41:17 || Estimated Time: 4 days, 4:37:58
2023-07-29 03:24:43,806 semantic_segmentation INFO: Iters: 40880/150000 || Lr: 0.015020 || Task Loss: 0.2815 || KD Loss: 0.0797|| 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, 13:41:50 || Estimated Time: 4 days, 4:37:26
2023-07-29 03:25:17,126 semantic_segmentation INFO: Iters: 40890/150000 || Lr: 0.015019 || Task Loss: 0.2113 || KD Loss: 0.0501|| 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, 13:42:23 || Estimated Time: 4 days, 4:36:53
2023-07-29 03:25:50,424 semantic_segmentation INFO: Iters: 40900/150000 || Lr: 0.015017 || Task Loss: 0.3267 || KD Loss: 0.1003|| 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: 1 day, 13:42:57 || Estimated Time: 4 days, 4:36:20
2023-07-29 03:26:23,699 semantic_segmentation INFO: Iters: 40910/150000 || Lr: 0.015016 || Task Loss: 0.2377 || KD Loss: 0.0928|| 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: 1 day, 13:43:30 || Estimated Time: 4 days, 4:35:47
2023-07-29 03:26:56,931 semantic_segmentation INFO: Iters: 40920/150000 || Lr: 0.015015 || Task Loss: 0.3146 || KD Loss: 0.0592|| 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, 13:44:03 || Estimated Time: 4 days, 4:35:14
2023-07-29 03:27:30,108 semantic_segmentation INFO: Iters: 40930/150000 || Lr: 0.015014 || Task Loss: 0.2073 || KD Loss: 0.0661|| 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, 13:44:36 || Estimated Time: 4 days, 4:34:40
2023-07-29 03:28:03,340 semantic_segmentation INFO: Iters: 40940/150000 || Lr: 0.015012 || Task Loss: 0.2729 || KD Loss: 0.1004|| 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: 1 day, 13:45:10 || Estimated Time: 4 days, 4:34:07
2023-07-29 03:28:36,529 semantic_segmentation INFO: Iters: 40950/150000 || Lr: 0.015011 || Task Loss: 0.2671 || KD Loss: 0.0848|| 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, 13:45:43 || Estimated Time: 4 days, 4:33:34
2023-07-29 03:29:09,732 semantic_segmentation INFO: Iters: 40960/150000 || Lr: 0.015010 || Task Loss: 0.2844 || KD Loss: 0.0762|| 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, 13:46:16 || Estimated Time: 4 days, 4:33:01
2023-07-29 03:29:42,976 semantic_segmentation INFO: Iters: 40970/150000 || Lr: 0.015009 || Task Loss: 0.2308 || KD Loss: 0.0642|| 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, 13:46:49 || Estimated Time: 4 days, 4:32:28
2023-07-29 03:30:16,288 semantic_segmentation INFO: Iters: 40980/150000 || Lr: 0.015007 || Task Loss: 0.1656 || KD Loss: 0.0443|| 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, 13:47:23 || Estimated Time: 4 days, 4:31:55
2023-07-29 03:30:49,577 semantic_segmentation INFO: Iters: 40990/150000 || Lr: 0.015006 || Task Loss: 0.1727 || KD Loss: 0.0440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1340|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:47:56 || Estimated Time: 4 days, 4:31:22
2023-07-29 03:31:22,856 semantic_segmentation INFO: Iters: 41000/150000 || Lr: 0.015005 || Task Loss: 0.2946 || KD Loss: 0.0898|| 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, 13:48:29 || Estimated Time: 4 days, 4:30:49
2023-07-29 03:31:56,089 semantic_segmentation INFO: Iters: 41010/150000 || Lr: 0.015004 || Task Loss: 0.3000 || KD Loss: 0.0807|| 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, 13:49:02 || Estimated Time: 4 days, 4:30:16
2023-07-29 03:32:29,386 semantic_segmentation INFO: Iters: 41020/150000 || Lr: 0.015002 || Task Loss: 0.2117 || KD Loss: 0.0615|| 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, 13:49:36 || Estimated Time: 4 days, 4:29:43
2023-07-29 03:33:02,658 semantic_segmentation INFO: Iters: 41030/150000 || Lr: 0.015001 || Task Loss: 0.2572 || KD Loss: 0.0649|| 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, 13:50:09 || Estimated Time: 4 days, 4:29:10
2023-07-29 03:33:35,949 semantic_segmentation INFO: Iters: 41040/150000 || Lr: 0.015000 || Task Loss: 0.3238 || KD Loss: 0.1361|| 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: 1 day, 13:50:42 || Estimated Time: 4 days, 4:28:37
2023-07-29 03:34:09,206 semantic_segmentation INFO: Iters: 41050/150000 || Lr: 0.014999 || Task Loss: 0.2723 || KD Loss: 0.0595|| 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: 1 day, 13:51:16 || Estimated Time: 4 days, 4:28:04
2023-07-29 03:34:42,414 semantic_segmentation INFO: Iters: 41060/150000 || Lr: 0.014998 || Task Loss: 0.1548 || KD Loss: 0.0377|| 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, 13:51:49 || Estimated Time: 4 days, 4:27:31
2023-07-29 03:35:15,774 semantic_segmentation INFO: Iters: 41070/150000 || Lr: 0.014996 || Task Loss: 0.2073 || KD Loss: 0.0444|| 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, 13:52:22 || Estimated Time: 4 days, 4:26:58
2023-07-29 03:35:48,950 semantic_segmentation INFO: Iters: 41080/150000 || Lr: 0.014995 || Task Loss: 0.2518 || KD Loss: 0.0678|| 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, 13:52:55 || Estimated Time: 4 days, 4:26:25
2023-07-29 03:36:22,220 semantic_segmentation INFO: Iters: 41090/150000 || Lr: 0.014994 || Task Loss: 0.1985 || KD Loss: 0.0576|| 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, 13:53:29 || Estimated Time: 4 days, 4:25:52
2023-07-29 03:36:55,440 semantic_segmentation INFO: Iters: 41100/150000 || Lr: 0.014993 || Task Loss: 0.2322 || KD Loss: 0.0497|| 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, 13:54:02 || Estimated Time: 4 days, 4:25:19
2023-07-29 03:37:28,724 semantic_segmentation INFO: Iters: 41110/150000 || Lr: 0.014991 || Task Loss: 0.2964 || KD Loss: 0.0989|| 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, 13:54:35 || Estimated Time: 4 days, 4:24:46
2023-07-29 03:38:01,951 semantic_segmentation INFO: Iters: 41120/150000 || Lr: 0.014990 || Task Loss: 0.1729 || KD Loss: 0.0657|| 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, 13:55:08 || Estimated Time: 4 days, 4:24:13
2023-07-29 03:38:35,234 semantic_segmentation INFO: Iters: 41130/150000 || Lr: 0.014989 || Task Loss: 0.1701 || KD Loss: 0.0455|| 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, 13:55:42 || Estimated Time: 4 days, 4:23:40
2023-07-29 03:39:08,467 semantic_segmentation INFO: Iters: 41140/150000 || Lr: 0.014988 || Task Loss: 0.2191 || KD Loss: 0.0562|| 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, 13:56:15 || Estimated Time: 4 days, 4:23:07
2023-07-29 03:39:41,723 semantic_segmentation INFO: Iters: 41150/150000 || Lr: 0.014986 || Task Loss: 0.2263 || KD Loss: 0.0701|| 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, 13:56:48 || Estimated Time: 4 days, 4:22:33
2023-07-29 03:40:14,983 semantic_segmentation INFO: Iters: 41160/150000 || Lr: 0.014985 || Task Loss: 0.2439 || KD Loss: 0.0933|| 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, 13:57:21 || Estimated Time: 4 days, 4:22:00
2023-07-29 03:40:48,262 semantic_segmentation INFO: Iters: 41170/150000 || Lr: 0.014984 || Task Loss: 0.3364 || KD Loss: 0.0851|| 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: 1 day, 13:57:55 || Estimated Time: 4 days, 4:21:27
2023-07-29 03:41:21,418 semantic_segmentation INFO: Iters: 41180/150000 || Lr: 0.014983 || Task Loss: 0.2495 || KD Loss: 0.0769|| 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, 13:58:28 || Estimated Time: 4 days, 4:20:54
2023-07-29 03:41:54,729 semantic_segmentation INFO: Iters: 41190/150000 || Lr: 0.014981 || Task Loss: 0.1772 || KD Loss: 0.0584|| 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, 13:59:01 || Estimated Time: 4 days, 4:20:21
2023-07-29 03:42:31,175 semantic_segmentation INFO: Iters: 41200/150000 || Lr: 0.014980 || Task Loss: 0.1950 || KD Loss: 0.0740|| 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, 13:59:38 || Estimated Time: 4 days, 4:19:57
2023-07-29 03:43:04,493 semantic_segmentation INFO: Iters: 41210/150000 || Lr: 0.014979 || Task Loss: 0.1917 || KD Loss: 0.0513|| 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, 14:00:11 || Estimated Time: 4 days, 4:19:24
2023-07-29 03:43:37,713 semantic_segmentation INFO: Iters: 41220/150000 || Lr: 0.014978 || Task Loss: 0.2763 || KD Loss: 0.0928|| 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: 1 day, 14:00:44 || Estimated Time: 4 days, 4:18:51
2023-07-29 03:44:10,951 semantic_segmentation INFO: Iters: 41230/150000 || Lr: 0.014976 || Task Loss: 0.3071 || KD Loss: 0.0760|| 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, 14:01:17 || Estimated Time: 4 days, 4:18:18
2023-07-29 03:44:44,075 semantic_segmentation INFO: Iters: 41240/150000 || Lr: 0.014975 || Task Loss: 0.2352 || KD Loss: 0.0583|| 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, 14:01:50 || Estimated Time: 4 days, 4:17:44
2023-07-29 03:45:17,337 semantic_segmentation INFO: Iters: 41250/150000 || Lr: 0.014974 || Task Loss: 0.2159 || KD Loss: 0.0635|| 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, 14:02:24 || Estimated Time: 4 days, 4:17:11
2023-07-29 03:45:50,422 semantic_segmentation INFO: Iters: 41260/150000 || Lr: 0.014973 || Task Loss: 0.2314 || KD Loss: 0.0620|| 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, 14:02:57 || Estimated Time: 4 days, 4:16:38
2023-07-29 03:46:23,602 semantic_segmentation INFO: Iters: 41270/150000 || Lr: 0.014972 || Task Loss: 0.2550 || KD Loss: 0.0841|| 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, 14:03:30 || Estimated Time: 4 days, 4:16:04
2023-07-29 03:46:56,821 semantic_segmentation INFO: Iters: 41280/150000 || Lr: 0.014970 || Task Loss: 0.3293 || KD Loss: 0.0963|| 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: 1 day, 14:04:03 || Estimated Time: 4 days, 4:15:31
2023-07-29 03:47:30,069 semantic_segmentation INFO: Iters: 41290/150000 || Lr: 0.014969 || Task Loss: 0.2416 || KD Loss: 0.0749|| 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, 14:04:36 || Estimated Time: 4 days, 4:14:58
2023-07-29 03:48:03,234 semantic_segmentation INFO: Iters: 41300/150000 || Lr: 0.014968 || Task Loss: 0.2534 || KD Loss: 0.0497|| 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: 1 day, 14:05:10 || Estimated Time: 4 days, 4:14:25
2023-07-29 03:48:36,436 semantic_segmentation INFO: Iters: 41310/150000 || Lr: 0.014967 || Task Loss: 0.2336 || KD Loss: 0.0504|| 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, 14:05:43 || Estimated Time: 4 days, 4:13:52
2023-07-29 03:49:09,705 semantic_segmentation INFO: Iters: 41320/150000 || Lr: 0.014965 || Task Loss: 0.3579 || KD Loss: 0.1119|| 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, 14:06:16 || Estimated Time: 4 days, 4:13:19
2023-07-29 03:49:42,908 semantic_segmentation INFO: Iters: 41330/150000 || Lr: 0.014964 || Task Loss: 0.2016 || KD Loss: 0.0402|| 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, 14:06:49 || Estimated Time: 4 days, 4:12:45
2023-07-29 03:50:16,179 semantic_segmentation INFO: Iters: 41340/150000 || Lr: 0.014963 || Task Loss: 0.1846 || KD Loss: 0.0554|| 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, 14:07:23 || Estimated Time: 4 days, 4:12:12
2023-07-29 03:50:49,386 semantic_segmentation INFO: Iters: 41350/150000 || Lr: 0.014962 || Task Loss: 0.1961 || KD Loss: 0.0670|| 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, 14:07:56 || Estimated Time: 4 days, 4:11:39
2023-07-29 03:51:22,641 semantic_segmentation INFO: Iters: 41360/150000 || Lr: 0.014960 || Task Loss: 0.1808 || KD Loss: 0.0530|| 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, 14:08:29 || Estimated Time: 4 days, 4:11:06
2023-07-29 03:51:55,892 semantic_segmentation INFO: Iters: 41370/150000 || Lr: 0.014959 || Task Loss: 0.2948 || KD Loss: 0.0672|| 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, 14:09:02 || Estimated Time: 4 days, 4:10:33
2023-07-29 03:52:29,059 semantic_segmentation INFO: Iters: 41380/150000 || Lr: 0.014958 || Task Loss: 0.2910 || KD Loss: 0.0892|| 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, 14:09:35 || Estimated Time: 4 days, 4:10:00
2023-07-29 03:53:02,512 semantic_segmentation INFO: Iters: 41390/150000 || Lr: 0.014957 || Task Loss: 0.3488 || KD Loss: 0.1022|| 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: 1 day, 14:10:09 || Estimated Time: 4 days, 4:09:27
2023-07-29 03:53:35,836 semantic_segmentation INFO: Iters: 41400/150000 || Lr: 0.014955 || Task Loss: 0.2854 || KD Loss: 0.1472|| 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: 1 day, 14:10:42 || Estimated Time: 4 days, 4:08:54
2023-07-29 03:54:09,076 semantic_segmentation INFO: Iters: 41410/150000 || Lr: 0.014954 || Task Loss: 0.1907 || KD Loss: 0.0664|| 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, 14:11:15 || Estimated Time: 4 days, 4:08:21
2023-07-29 03:54:42,380 semantic_segmentation INFO: Iters: 41420/150000 || Lr: 0.014953 || Task Loss: 0.2496 || KD Loss: 0.0937|| 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, 14:11:49 || Estimated Time: 4 days, 4:07:49
2023-07-29 03:55:15,639 semantic_segmentation INFO: Iters: 41430/150000 || Lr: 0.014952 || Task Loss: 0.2458 || KD Loss: 0.0942|| 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, 14:12:22 || Estimated Time: 4 days, 4:07:16
2023-07-29 03:55:48,916 semantic_segmentation INFO: Iters: 41440/150000 || Lr: 0.014950 || Task Loss: 0.1725 || KD Loss: 0.0498|| 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, 14:12:55 || Estimated Time: 4 days, 4:06:42
2023-07-29 03:56:22,071 semantic_segmentation INFO: Iters: 41450/150000 || Lr: 0.014949 || Task Loss: 0.2209 || KD Loss: 0.0616|| 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, 14:13:28 || Estimated Time: 4 days, 4:06:09
2023-07-29 03:56:55,354 semantic_segmentation INFO: Iters: 41460/150000 || Lr: 0.014948 || Task Loss: 0.1980 || KD Loss: 0.0562|| 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, 14:14:02 || Estimated Time: 4 days, 4:05:36
2023-07-29 03:57:28,520 semantic_segmentation INFO: Iters: 41470/150000 || Lr: 0.014947 || Task Loss: 0.2580 || KD Loss: 0.0657|| 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: 1 day, 14:14:35 || Estimated Time: 4 days, 4:05:03
2023-07-29 03:58:01,804 semantic_segmentation INFO: Iters: 41480/150000 || Lr: 0.014945 || Task Loss: 0.1627 || KD Loss: 0.0546|| 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, 14:15:08 || Estimated Time: 4 days, 4:04:30
2023-07-29 03:58:35,079 semantic_segmentation INFO: Iters: 41490/150000 || Lr: 0.014944 || Task Loss: 0.2466 || KD Loss: 0.0685|| 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: 1 day, 14:15:41 || Estimated Time: 4 days, 4:03:57
2023-07-29 03:59:08,299 semantic_segmentation INFO: Iters: 41500/150000 || Lr: 0.014943 || Task Loss: 0.2890 || KD Loss: 0.0794|| 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: 1 day, 14:16:15 || Estimated Time: 4 days, 4:03:24
2023-07-29 03:59:41,550 semantic_segmentation INFO: Iters: 41510/150000 || Lr: 0.014942 || Task Loss: 0.2357 || KD Loss: 0.0665|| 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, 14:16:48 || Estimated Time: 4 days, 4:02:51
2023-07-29 04:00:14,766 semantic_segmentation INFO: Iters: 41520/150000 || Lr: 0.014941 || Task Loss: 0.2552 || KD Loss: 0.0894|| 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, 14:17:21 || Estimated Time: 4 days, 4:02:18
2023-07-29 04:00:47,954 semantic_segmentation INFO: Iters: 41530/150000 || Lr: 0.014939 || Task Loss: 0.1964 || KD Loss: 0.0542|| 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, 14:17:54 || Estimated Time: 4 days, 4:01:44
2023-07-29 04:01:21,176 semantic_segmentation INFO: Iters: 41540/150000 || Lr: 0.014938 || Task Loss: 0.3101 || KD Loss: 0.0990|| 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, 14:18:28 || Estimated Time: 4 days, 4:01:11
2023-07-29 04:01:54,326 semantic_segmentation INFO: Iters: 41550/150000 || Lr: 0.014937 || Task Loss: 0.1964 || KD Loss: 0.0499|| 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, 14:19:01 || Estimated Time: 4 days, 4:00:38
2023-07-29 04:02:27,537 semantic_segmentation INFO: Iters: 41560/150000 || Lr: 0.014936 || Task Loss: 0.1487 || KD Loss: 0.0515|| 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, 14:19:34 || Estimated Time: 4 days, 4:00:05
2023-07-29 04:03:00,745 semantic_segmentation INFO: Iters: 41570/150000 || Lr: 0.014934 || Task Loss: 0.1508 || KD Loss: 0.0383|| 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, 14:20:07 || Estimated Time: 4 days, 3:59:32
2023-07-29 04:03:33,970 semantic_segmentation INFO: Iters: 41580/150000 || Lr: 0.014933 || Task Loss: 0.1981 || KD Loss: 0.0578|| 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, 14:20:40 || Estimated Time: 4 days, 3:58:59
2023-07-29 04:04:07,233 semantic_segmentation INFO: Iters: 41590/150000 || Lr: 0.014932 || Task Loss: 0.2513 || KD Loss: 0.0745|| 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: 1 day, 14:21:14 || Estimated Time: 4 days, 3:58:25
2023-07-29 04:04:40,452 semantic_segmentation INFO: Iters: 41600/150000 || Lr: 0.014931 || Task Loss: 0.2044 || KD Loss: 0.0557|| 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, 14:21:47 || Estimated Time: 4 days, 3:57:52
2023-07-29 04:04:40,514 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 04:04:41,399 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.955, mIoU: 0.398
2023-07-29 04:04:41,509 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.965, mIoU: 0.482
2023-07-29 04:04:41,621 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.967, mIoU: 0.491
2023-07-29 04:04:41,738 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.523
2023-07-29 04:04:41,850 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.518
2023-07-29 04:04:41,961 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.521
2023-07-29 04:04:42,070 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.572
2023-07-29 04:04:42,176 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.614
2023-07-29 04:04:42,285 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.652
2023-07-29 04:04:42,396 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.698
2023-07-29 04:04:42,511 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.708
2023-07-29 04:04:42,618 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.723
2023-07-29 04:04:42,727 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.719
2023-07-29 04:04:42,839 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.709
2023-07-29 04:04:42,950 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.954, mIoU: 0.698
2023-07-29 04:04:43,065 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.952, mIoU: 0.689
2023-07-29 04:04:43,179 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.952, mIoU: 0.690
2023-07-29 04:04:43,285 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.691
2023-07-29 04:04:43,392 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.695
2023-07-29 04:04:43,499 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.702
2023-07-29 04:04:43,606 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.702
2023-07-29 04:04:43,710 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-29 04:04:43,821 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-29 04:04:43,925 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.945, mIoU: 0.710
2023-07-29 04:04:44,038 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.943, mIoU: 0.714
2023-07-29 04:04:44,146 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.943, mIoU: 0.713
2023-07-29 04:04:44,259 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.942, mIoU: 0.703
2023-07-29 04:04:44,374 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.940, mIoU: 0.697
2023-07-29 04:04:44,485 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.940, mIoU: 0.702
2023-07-29 04:04:44,598 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.941, mIoU: 0.705
2023-07-29 04:04:44,711 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.941, mIoU: 0.703
2023-07-29 04:04:44,826 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.940, mIoU: 0.699
2023-07-29 04:04:44,933 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.941, mIoU: 0.702
2023-07-29 04:04:45,041 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.941, mIoU: 0.700
2023-07-29 04:04:45,149 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.940, mIoU: 0.702
2023-07-29 04:04:45,267 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.941, mIoU: 0.701
2023-07-29 04:04:45,380 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.941, mIoU: 0.699
2023-07-29 04:04:45,489 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.940, mIoU: 0.698
2023-07-29 04:04:45,598 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.940, mIoU: 0.691
2023-07-29 04:04:45,704 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.940, mIoU: 0.690
2023-07-29 04:04:45,814 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.941, mIoU: 0.688
2023-07-29 04:04:45,926 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.941, mIoU: 0.687
2023-07-29 04:04:46,042 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.688
2023-07-29 04:04:46,156 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.942, mIoU: 0.690
2023-07-29 04:04:46,271 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.943, mIoU: 0.689
2023-07-29 04:04:46,378 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.690
2023-07-29 04:04:46,487 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-29 04:04:46,595 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.944, mIoU: 0.690
2023-07-29 04:04:46,707 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.944, mIoU: 0.688
2023-07-29 04:04:46,827 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.944, mIoU: 0.690
2023-07-29 04:04:46,937 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.944, mIoU: 0.690
2023-07-29 04:04:47,044 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.691
2023-07-29 04:04:47,151 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.943, mIoU: 0.693
2023-07-29 04:04:47,257 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-29 04:04:47,362 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.941, mIoU: 0.694
2023-07-29 04:04:47,466 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.941, mIoU: 0.695
2023-07-29 04:04:47,569 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.941, mIoU: 0.696
2023-07-29 04:04:47,674 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.941, mIoU: 0.702
2023-07-29 04:04:47,779 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.940, mIoU: 0.697
2023-07-29 04:04:47,889 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.940, mIoU: 0.695
2023-07-29 04:04:47,994 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.939, mIoU: 0.698
2023-07-29 04:04:48,100 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.940, mIoU: 0.700
2023-07-29 04:04:48,204 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.939, mIoU: 0.700
2023-07-29 04:04:48,309 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.939, mIoU: 0.701
2023-07-29 04:04:48,415 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.939, mIoU: 0.703
2023-07-29 04:04:48,520 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.939, mIoU: 0.703
2023-07-29 04:04:48,624 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.937, mIoU: 0.700
2023-07-29 04:04:48,728 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.936, mIoU: 0.698
2023-07-29 04:04:48,832 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.936, mIoU: 0.696
2023-07-29 04:04:48,937 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.936, mIoU: 0.696
2023-07-29 04:04:49,043 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.936, mIoU: 0.696
2023-07-29 04:04:49,148 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.936, mIoU: 0.695
2023-07-29 04:04:49,254 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.936, mIoU: 0.693
2023-07-29 04:04:49,364 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.937, mIoU: 0.693
2023-07-29 04:04:49,479 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.936, mIoU: 0.694
2023-07-29 04:04:49,594 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.936, mIoU: 0.694
2023-07-29 04:04:49,705 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.937, mIoU: 0.694
2023-07-29 04:04:49,814 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.937, mIoU: 0.693
2023-07-29 04:04:49,927 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.937, mIoU: 0.693
2023-07-29 04:04:50,036 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.937, mIoU: 0.695
2023-07-29 04:04:50,147 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.937, mIoU: 0.696
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2023-07-29 04:05:34,218 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-29 04:05:34,329 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-29 04:05:34,440 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-29 04:05:34,552 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-29 04:05:34,665 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-29 04:05:34,779 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-29 04:05:34,891 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-29 04:05:35,004 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-29 04:05:35,116 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-29 04:05:35,226 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-29 04:05:35,336 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.946, mIoU: 0.699
2023-07-29 04:05:35,449 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.946, mIoU: 0.699
2023-07-29 04:05:35,566 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.946, mIoU: 0.699
2023-07-29 04:05:35,676 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-29 04:05:35,785 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-29 04:05:35,895 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-29 04:05:36,005 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-29 04:05:36,113 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-29 04:05:36,220 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-29 04:05:36,324 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-29 04:05:36,427 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-29 04:05:36,530 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-29 04:05:36,636 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-29 04:05:36,740 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-29 04:05:36,843 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-29 04:05:36,947 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-29 04:05:37,049 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-29 04:06:10,595 semantic_segmentation INFO: Iters: 41610/150000 || Lr: 0.014929 || Task Loss: 0.2388 || KD Loss: 0.0523|| 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, 14:23:17 || Estimated Time: 4 days, 3:59:47
2023-07-29 04:06:45,851 semantic_segmentation INFO: Iters: 41620/150000 || Lr: 0.014928 || Task Loss: 0.1826 || KD Loss: 0.0496|| 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, 14:23:52 || Estimated Time: 4 days, 3:59:19
2023-07-29 04:07:20,185 semantic_segmentation INFO: Iters: 41630/150000 || Lr: 0.014927 || Task Loss: 0.2015 || KD Loss: 0.0659|| 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: 1 day, 14:24:27 || Estimated Time: 4 days, 3:58:49
2023-07-29 04:07:53,401 semantic_segmentation INFO: Iters: 41640/150000 || Lr: 0.014926 || Task Loss: 0.2422 || KD Loss: 0.1075|| 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, 14:25:00 || Estimated Time: 4 days, 3:58:16
2023-07-29 04:08:26,631 semantic_segmentation INFO: Iters: 41650/150000 || Lr: 0.014924 || Task Loss: 0.2818 || KD Loss: 0.0786|| 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, 14:25:33 || Estimated Time: 4 days, 3:57:43
2023-07-29 04:08:59,895 semantic_segmentation INFO: Iters: 41660/150000 || Lr: 0.014923 || Task Loss: 0.1963 || KD Loss: 0.0607|| 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, 14:26:06 || Estimated Time: 4 days, 3:57:10
2023-07-29 04:09:33,113 semantic_segmentation INFO: Iters: 41670/150000 || Lr: 0.014922 || Task Loss: 0.2009 || KD Loss: 0.0493|| 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, 14:26:39 || Estimated Time: 4 days, 3:56:36
2023-07-29 04:10:06,281 semantic_segmentation INFO: Iters: 41680/150000 || Lr: 0.014921 || Task Loss: 0.2384 || KD Loss: 0.0625|| 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, 14:27:13 || Estimated Time: 4 days, 3:56:03
2023-07-29 04:10:39,548 semantic_segmentation INFO: Iters: 41690/150000 || Lr: 0.014919 || Task Loss: 0.2269 || KD Loss: 0.0745|| 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, 14:27:46 || Estimated Time: 4 days, 3:55:30
2023-07-29 04:11:12,790 semantic_segmentation INFO: Iters: 41700/150000 || Lr: 0.014918 || Task Loss: 0.2076 || KD Loss: 0.0745|| 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, 14:28:19 || Estimated Time: 4 days, 3:54:57
2023-07-29 04:11:45,980 semantic_segmentation INFO: Iters: 41710/150000 || Lr: 0.014917 || Task Loss: 0.2239 || KD Loss: 0.0602|| 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, 14:28:52 || Estimated Time: 4 days, 3:54:24
2023-07-29 04:12:19,205 semantic_segmentation INFO: Iters: 41720/150000 || Lr: 0.014916 || Task Loss: 0.2236 || KD Loss: 0.0795|| 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, 14:29:26 || Estimated Time: 4 days, 3:53:51
2023-07-29 04:12:52,380 semantic_segmentation INFO: Iters: 41730/150000 || Lr: 0.014915 || Task Loss: 0.2461 || KD Loss: 0.0777|| 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: 1 day, 14:29:59 || Estimated Time: 4 days, 3:53:17
2023-07-29 04:13:25,581 semantic_segmentation INFO: Iters: 41740/150000 || Lr: 0.014913 || Task Loss: 0.2473 || KD Loss: 0.0663|| 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, 14:30:32 || Estimated Time: 4 days, 3:52:44
2023-07-29 04:13:58,772 semantic_segmentation INFO: Iters: 41750/150000 || Lr: 0.014912 || Task Loss: 0.3863 || KD Loss: 0.0835|| 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: 1 day, 14:31:05 || Estimated Time: 4 days, 3:52:11
2023-07-29 04:14:32,072 semantic_segmentation INFO: Iters: 41760/150000 || Lr: 0.014911 || Task Loss: 0.1618 || KD Loss: 0.0534|| 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, 14:31:38 || Estimated Time: 4 days, 3:51:38
2023-07-29 04:15:05,254 semantic_segmentation INFO: Iters: 41770/150000 || Lr: 0.014910 || Task Loss: 0.2772 || KD Loss: 0.0838|| 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, 14:32:12 || Estimated Time: 4 days, 3:51:04
2023-07-29 04:15:38,465 semantic_segmentation INFO: Iters: 41780/150000 || Lr: 0.014908 || Task Loss: 0.1994 || KD Loss: 0.0812|| 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: 1 day, 14:32:45 || Estimated Time: 4 days, 3:50:31
2023-07-29 04:16:11,685 semantic_segmentation INFO: Iters: 41790/150000 || Lr: 0.014907 || Task Loss: 0.2895 || KD Loss: 0.0880|| 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, 14:33:18 || Estimated Time: 4 days, 3:49:58
2023-07-29 04:16:44,935 semantic_segmentation INFO: Iters: 41800/150000 || Lr: 0.014906 || Task Loss: 0.2981 || KD Loss: 0.0697|| 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, 14:33:51 || Estimated Time: 4 days, 3:49:25
2023-07-29 04:17:18,210 semantic_segmentation INFO: Iters: 41810/150000 || Lr: 0.014905 || Task Loss: 0.1891 || KD Loss: 0.1834|| 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, 14:34:25 || Estimated Time: 4 days, 3:48:52
2023-07-29 04:17:51,474 semantic_segmentation INFO: Iters: 41820/150000 || Lr: 0.014903 || Task Loss: 0.2558 || KD Loss: 0.0935|| 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, 14:34:58 || Estimated Time: 4 days, 3:48:19
2023-07-29 04:18:24,664 semantic_segmentation INFO: Iters: 41830/150000 || Lr: 0.014902 || Task Loss: 0.2355 || KD Loss: 0.0764|| 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: 1 day, 14:35:31 || Estimated Time: 4 days, 3:47:45
2023-07-29 04:18:58,146 semantic_segmentation INFO: Iters: 41840/150000 || Lr: 0.014901 || Task Loss: 0.1823 || KD Loss: 0.0519|| 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, 14:36:05 || Estimated Time: 4 days, 3:47:13
2023-07-29 04:19:31,348 semantic_segmentation INFO: Iters: 41850/150000 || Lr: 0.014900 || Task Loss: 0.2191 || KD Loss: 0.0665|| 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, 14:36:38 || Estimated Time: 4 days, 3:46:40
2023-07-29 04:20:04,594 semantic_segmentation INFO: Iters: 41860/150000 || Lr: 0.014898 || Task Loss: 0.2198 || KD Loss: 0.0619|| 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, 14:37:11 || Estimated Time: 4 days, 3:46:07
2023-07-29 04:20:37,893 semantic_segmentation INFO: Iters: 41870/150000 || Lr: 0.014897 || Task Loss: 0.2618 || KD Loss: 0.0683|| 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, 14:37:44 || Estimated Time: 4 days, 3:45:34
2023-07-29 04:21:11,113 semantic_segmentation INFO: Iters: 41880/150000 || Lr: 0.014896 || Task Loss: 0.2006 || KD Loss: 0.0665|| 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, 14:38:17 || Estimated Time: 4 days, 3:45:00
2023-07-29 04:21:44,462 semantic_segmentation INFO: Iters: 41890/150000 || Lr: 0.014895 || Task Loss: 0.1867 || KD Loss: 0.0517|| 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, 14:38:51 || Estimated Time: 4 days, 3:44:27
2023-07-29 04:22:17,780 semantic_segmentation INFO: Iters: 41900/150000 || Lr: 0.014893 || Task Loss: 0.1729 || KD Loss: 0.0755|| 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, 14:39:24 || Estimated Time: 4 days, 3:43:55
2023-07-29 04:22:51,032 semantic_segmentation INFO: Iters: 41910/150000 || Lr: 0.014892 || Task Loss: 0.4290 || KD Loss: 0.1580|| 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, 14:39:57 || Estimated Time: 4 days, 3:43:21
2023-07-29 04:23:24,383 semantic_segmentation INFO: Iters: 41920/150000 || Lr: 0.014891 || Task Loss: 0.1980 || KD Loss: 0.0724|| 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, 14:40:31 || Estimated Time: 4 days, 3:42:49
2023-07-29 04:23:57,612 semantic_segmentation INFO: Iters: 41930/150000 || Lr: 0.014890 || Task Loss: 0.2106 || KD Loss: 0.1132|| 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, 14:41:04 || Estimated Time: 4 days, 3:42:15
2023-07-29 04:24:30,924 semantic_segmentation INFO: Iters: 41940/150000 || Lr: 0.014888 || Task Loss: 0.2392 || KD Loss: 0.0624|| 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, 14:41:37 || Estimated Time: 4 days, 3:41:42
2023-07-29 04:25:04,158 semantic_segmentation INFO: Iters: 41950/150000 || Lr: 0.014887 || Task Loss: 0.2755 || KD Loss: 0.1019|| 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, 14:42:11 || Estimated Time: 4 days, 3:41:09
2023-07-29 04:25:37,375 semantic_segmentation INFO: Iters: 41960/150000 || Lr: 0.014886 || Task Loss: 0.2416 || KD Loss: 0.0700|| 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, 14:42:44 || Estimated Time: 4 days, 3:40:36
2023-07-29 04:26:10,661 semantic_segmentation INFO: Iters: 41970/150000 || Lr: 0.014885 || Task Loss: 0.2475 || KD Loss: 0.0669|| 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, 14:43:17 || Estimated Time: 4 days, 3:40:03
2023-07-29 04:26:43,822 semantic_segmentation INFO: Iters: 41980/150000 || Lr: 0.014884 || Task Loss: 0.1673 || KD Loss: 0.0564|| 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, 14:43:50 || Estimated Time: 4 days, 3:39:30
2023-07-29 04:27:17,038 semantic_segmentation INFO: Iters: 41990/150000 || Lr: 0.014882 || Task Loss: 0.2512 || KD Loss: 0.0765|| 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: 1 day, 14:44:23 || Estimated Time: 4 days, 3:38:57
2023-07-29 04:27:50,261 semantic_segmentation INFO: Iters: 42000/150000 || Lr: 0.014881 || Task Loss: 0.2376 || KD Loss: 0.0805|| 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: 1 day, 14:44:57 || Estimated Time: 4 days, 3:38:23
2023-07-29 04:28:23,442 semantic_segmentation INFO: Iters: 42010/150000 || Lr: 0.014880 || Task Loss: 0.1989 || KD Loss: 0.1463|| 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, 14:45:30 || Estimated Time: 4 days, 3:37:50
2023-07-29 04:28:56,685 semantic_segmentation INFO: Iters: 42020/150000 || Lr: 0.014879 || Task Loss: 0.3436 || KD Loss: 0.1150|| 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, 14:46:03 || Estimated Time: 4 days, 3:37:17
2023-07-29 04:29:29,859 semantic_segmentation INFO: Iters: 42030/150000 || Lr: 0.014877 || Task Loss: 0.2921 || 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, 14:46:36 || Estimated Time: 4 days, 3:36:44
2023-07-29 04:30:03,119 semantic_segmentation INFO: Iters: 42040/150000 || Lr: 0.014876 || Task Loss: 0.2426 || KD Loss: 0.0701|| 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, 14:47:09 || Estimated Time: 4 days, 3:36:10
2023-07-29 04:30:36,209 semantic_segmentation INFO: Iters: 42050/150000 || Lr: 0.014875 || Task Loss: 0.2453 || KD Loss: 0.0972|| 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, 14:47:43 || Estimated Time: 4 days, 3:35:37
2023-07-29 04:31:11,774 semantic_segmentation INFO: Iters: 42060/150000 || Lr: 0.014874 || Task Loss: 0.2384 || KD Loss: 0.0586|| 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, 14:48:18 || Estimated Time: 4 days, 3:35:09
2023-07-29 04:31:45,884 semantic_segmentation INFO: Iters: 42070/150000 || Lr: 0.014872 || Task Loss: 0.1658 || KD Loss: 0.0536|| 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, 14:48:52 || Estimated Time: 4 days, 3:34:39
2023-07-29 04:32:19,105 semantic_segmentation INFO: Iters: 42080/150000 || Lr: 0.014871 || Task Loss: 0.2601 || KD Loss: 0.0755|| 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, 14:49:25 || Estimated Time: 4 days, 3:34:06
2023-07-29 04:32:52,251 semantic_segmentation INFO: Iters: 42090/150000 || Lr: 0.014870 || Task Loss: 0.2131 || KD Loss: 0.0577|| 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, 14:49:59 || Estimated Time: 4 days, 3:33:32
2023-07-29 04:33:25,510 semantic_segmentation INFO: Iters: 42100/150000 || Lr: 0.014869 || Task Loss: 0.2037 || KD Loss: 0.0546|| 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: 1 day, 14:50:32 || Estimated Time: 4 days, 3:32:59
2023-07-29 04:33:58,683 semantic_segmentation INFO: Iters: 42110/150000 || Lr: 0.014867 || Task Loss: 0.1937 || KD Loss: 0.0715|| 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, 14:51:05 || Estimated Time: 4 days, 3:32:26
2023-07-29 04:34:31,867 semantic_segmentation INFO: Iters: 42120/150000 || Lr: 0.014866 || Task Loss: 0.3358 || KD Loss: 0.1162|| 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: 1 day, 14:51:38 || Estimated Time: 4 days, 3:31:53
2023-07-29 04:35:05,109 semantic_segmentation INFO: Iters: 42130/150000 || Lr: 0.014865 || Task Loss: 0.2376 || KD Loss: 0.0629|| 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, 14:52:11 || Estimated Time: 4 days, 3:31:19
2023-07-29 04:35:38,341 semantic_segmentation INFO: Iters: 42140/150000 || Lr: 0.014864 || Task Loss: 0.2091 || KD Loss: 0.0771|| 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, 14:52:45 || Estimated Time: 4 days, 3:30:46
2023-07-29 04:36:11,525 semantic_segmentation INFO: Iters: 42150/150000 || Lr: 0.014862 || Task Loss: 0.2354 || KD Loss: 0.0599|| 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, 14:53:18 || Estimated Time: 4 days, 3:30:13
2023-07-29 04:36:44,783 semantic_segmentation INFO: Iters: 42160/150000 || Lr: 0.014861 || Task Loss: 0.1820 || KD Loss: 0.0565|| 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, 14:53:51 || Estimated Time: 4 days, 3:29:40
2023-07-29 04:37:18,032 semantic_segmentation INFO: Iters: 42170/150000 || Lr: 0.014860 || Task Loss: 0.2768 || KD Loss: 0.0852|| 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, 14:54:24 || Estimated Time: 4 days, 3:29:07
2023-07-29 04:37:51,269 semantic_segmentation INFO: Iters: 42180/150000 || Lr: 0.014859 || Task Loss: 0.3317 || KD Loss: 0.0970|| 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, 14:54:58 || Estimated Time: 4 days, 3:28:34
2023-07-29 04:38:24,561 semantic_segmentation INFO: Iters: 42190/150000 || Lr: 0.014857 || Task Loss: 0.2784 || KD Loss: 0.0665|| 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: 1 day, 14:55:31 || Estimated Time: 4 days, 3:28:01
2023-07-29 04:38:57,861 semantic_segmentation INFO: Iters: 42200/150000 || Lr: 0.014856 || Task Loss: 0.2170 || KD Loss: 0.0673|| 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, 14:56:04 || Estimated Time: 4 days, 3:27:28
2023-07-29 04:39:31,040 semantic_segmentation INFO: Iters: 42210/150000 || Lr: 0.014855 || Task Loss: 0.3089 || KD Loss: 0.0746|| 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: 1 day, 14:56:37 || Estimated Time: 4 days, 3:26:54
2023-07-29 04:40:04,286 semantic_segmentation INFO: Iters: 42220/150000 || Lr: 0.014854 || Task Loss: 0.2000 || KD Loss: 0.0596|| 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, 14:57:11 || Estimated Time: 4 days, 3:26:21
2023-07-29 04:40:37,517 semantic_segmentation INFO: Iters: 42230/150000 || Lr: 0.014853 || Task Loss: 0.1924 || KD Loss: 0.0436|| 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, 14:57:44 || Estimated Time: 4 days, 3:25:48
2023-07-29 04:41:10,758 semantic_segmentation INFO: Iters: 42240/150000 || Lr: 0.014851 || Task Loss: 0.1860 || KD Loss: 0.0470|| 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, 14:58:17 || Estimated Time: 4 days, 3:25:15
2023-07-29 04:41:43,851 semantic_segmentation INFO: Iters: 42250/150000 || Lr: 0.014850 || Task Loss: 0.1537 || KD Loss: 0.0561|| 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, 14:58:50 || Estimated Time: 4 days, 3:24:41
2023-07-29 04:42:16,959 semantic_segmentation INFO: Iters: 42260/150000 || Lr: 0.014849 || Task Loss: 0.2829 || KD Loss: 0.0857|| 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, 14:59:23 || Estimated Time: 4 days, 3:24:08
2023-07-29 04:42:50,150 semantic_segmentation INFO: Iters: 42270/150000 || Lr: 0.014848 || Task Loss: 0.2426 || KD Loss: 0.0598|| 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, 14:59:57 || Estimated Time: 4 days, 3:23:35
2023-07-29 04:43:23,323 semantic_segmentation INFO: Iters: 42280/150000 || Lr: 0.014846 || Task Loss: 0.2874 || KD Loss: 0.0738|| 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: 1 day, 15:00:30 || Estimated Time: 4 days, 3:23:01
2023-07-29 04:43:56,580 semantic_segmentation INFO: Iters: 42290/150000 || Lr: 0.014845 || Task Loss: 0.2968 || KD Loss: 0.0911|| 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: 1 day, 15:01:03 || Estimated Time: 4 days, 3:22:28
2023-07-29 04:44:29,799 semantic_segmentation INFO: Iters: 42300/150000 || Lr: 0.014844 || Task Loss: 0.2278 || KD Loss: 0.0727|| 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: 1 day, 15:01:36 || Estimated Time: 4 days, 3:21:55
2023-07-29 04:45:03,011 semantic_segmentation INFO: Iters: 42310/150000 || Lr: 0.014843 || Task Loss: 0.2050 || KD Loss: 0.0514|| 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, 15:02:09 || Estimated Time: 4 days, 3:21:22
2023-07-29 04:45:36,198 semantic_segmentation INFO: Iters: 42320/150000 || Lr: 0.014841 || Task Loss: 0.3297 || KD Loss: 0.1059|| 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, 15:02:43 || Estimated Time: 4 days, 3:20:49
2023-07-29 04:46:09,382 semantic_segmentation INFO: Iters: 42330/150000 || Lr: 0.014840 || Task Loss: 0.2363 || KD Loss: 0.0751|| 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, 15:03:16 || Estimated Time: 4 days, 3:20:15
2023-07-29 04:46:42,541 semantic_segmentation INFO: Iters: 42340/150000 || Lr: 0.014839 || Task Loss: 0.2410 || KD Loss: 0.0656|| 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: 1 day, 15:03:49 || Estimated Time: 4 days, 3:19:42
2023-07-29 04:47:15,757 semantic_segmentation INFO: Iters: 42350/150000 || Lr: 0.014838 || Task Loss: 0.1975 || KD Loss: 0.0498|| 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, 15:04:22 || Estimated Time: 4 days, 3:19:09
2023-07-29 04:47:48,949 semantic_segmentation INFO: Iters: 42360/150000 || Lr: 0.014836 || Task Loss: 0.2481 || KD Loss: 0.0540|| 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, 15:04:55 || Estimated Time: 4 days, 3:18:35
2023-07-29 04:48:22,190 semantic_segmentation INFO: Iters: 42370/150000 || Lr: 0.014835 || Task Loss: 0.1877 || KD Loss: 0.0459|| 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, 15:05:29 || Estimated Time: 4 days, 3:18:02
2023-07-29 04:48:55,465 semantic_segmentation INFO: Iters: 42380/150000 || Lr: 0.014834 || Task Loss: 0.2214 || KD Loss: 0.0546|| 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, 15:06:02 || Estimated Time: 4 days, 3:17:29
2023-07-29 04:49:28,713 semantic_segmentation INFO: Iters: 42390/150000 || Lr: 0.014833 || Task Loss: 0.2363 || KD Loss: 0.0669|| 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, 15:06:35 || Estimated Time: 4 days, 3:16:56
2023-07-29 04:50:01,994 semantic_segmentation INFO: Iters: 42400/150000 || Lr: 0.014831 || Task Loss: 0.3212 || KD Loss: 0.0966|| 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, 15:07:08 || Estimated Time: 4 days, 3:16:23
2023-07-29 04:50:02,124 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 04:50:02,907 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.966, mIoU: 0.397
2023-07-29 04:50:03,102 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.491
2023-07-29 04:50:03,210 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.501
2023-07-29 04:50:03,319 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.529
2023-07-29 04:50:03,423 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.524
2023-07-29 04:50:03,528 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.525
2023-07-29 04:50:03,634 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.558
2023-07-29 04:50:03,739 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.594
2023-07-29 04:50:03,842 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.633
2023-07-29 04:50:03,946 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.672
2023-07-29 04:50:04,050 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.673
2023-07-29 04:50:04,154 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.693
2023-07-29 04:50:04,259 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.959, mIoU: 0.698
2023-07-29 04:50:04,365 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.680
2023-07-29 04:50:04,468 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.954, mIoU: 0.687
2023-07-29 04:50:04,572 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.676
2023-07-29 04:50:04,677 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.682
2023-07-29 04:50:04,781 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.682
2023-07-29 04:50:04,886 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.689
2023-07-29 04:50:04,992 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.696
2023-07-29 04:50:05,096 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.697
2023-07-29 04:50:05,201 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-29 04:50:05,307 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.946, mIoU: 0.684
2023-07-29 04:50:05,412 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-29 04:50:05,517 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.944, mIoU: 0.702
2023-07-29 04:50:05,622 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.944, mIoU: 0.703
2023-07-29 04:50:05,727 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.943, mIoU: 0.690
2023-07-29 04:50:05,836 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.942, mIoU: 0.687
2023-07-29 04:50:05,950 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.942, mIoU: 0.691
2023-07-29 04:50:06,059 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.702
2023-07-29 04:50:06,170 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.701
2023-07-29 04:50:06,281 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.698
2023-07-29 04:50:06,398 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.700
2023-07-29 04:50:06,510 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.699
2023-07-29 04:50:06,620 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.700
2023-07-29 04:50:06,727 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.943, mIoU: 0.699
2023-07-29 04:50:06,831 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-29 04:50:06,937 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-29 04:50:07,041 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.942, mIoU: 0.690
2023-07-29 04:50:07,148 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.690
2023-07-29 04:50:07,252 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.943, mIoU: 0.689
2023-07-29 04:50:07,363 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.943, mIoU: 0.689
2023-07-29 04:50:07,468 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.943, mIoU: 0.690
2023-07-29 04:50:07,573 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.944, mIoU: 0.690
2023-07-29 04:50:07,683 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.944, mIoU: 0.689
2023-07-29 04:50:07,790 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.945, mIoU: 0.690
2023-07-29 04:50:07,905 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.945, mIoU: 0.689
2023-07-29 04:50:08,026 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-29 04:50:08,141 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-29 04:50:08,255 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.946, mIoU: 0.693
2023-07-29 04:50:08,367 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.946, mIoU: 0.694
2023-07-29 04:50:08,478 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-29 04:50:08,583 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-29 04:50:08,693 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-29 04:50:08,801 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.706
2023-07-29 04:50:08,913 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.943, mIoU: 0.709
2023-07-29 04:50:09,028 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.709
2023-07-29 04:50:09,138 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.944, mIoU: 0.716
2023-07-29 04:50:09,246 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.944, mIoU: 0.719
2023-07-29 04:50:09,351 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.944, mIoU: 0.718
2023-07-29 04:50:09,461 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.943, mIoU: 0.721
2023-07-29 04:50:09,568 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.943, mIoU: 0.723
2023-07-29 04:50:09,677 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.943, mIoU: 0.722
2023-07-29 04:50:09,787 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.943, mIoU: 0.724
2023-07-29 04:50:09,897 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.943, mIoU: 0.724
2023-07-29 04:50:10,002 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.724
2023-07-29 04:50:10,109 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.721
2023-07-29 04:50:10,214 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-29 04:50:10,318 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.940, mIoU: 0.719
2023-07-29 04:50:10,426 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.940, mIoU: 0.719
2023-07-29 04:50:10,528 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.940, mIoU: 0.719
2023-07-29 04:50:10,632 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.941, mIoU: 0.716
2023-07-29 04:50:10,737 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.941, mIoU: 0.714
2023-07-29 04:50:10,840 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.941, mIoU: 0.714
2023-07-29 04:50:10,945 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.941, mIoU: 0.713
2023-07-29 04:50:11,050 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.941, mIoU: 0.713
2023-07-29 04:50:11,159 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.941, mIoU: 0.713
2023-07-29 04:50:11,270 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-29 04:50:11,385 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-29 04:50:11,502 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.941, mIoU: 0.713
2023-07-29 04:50:11,614 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.941, mIoU: 0.715
2023-07-29 04:50:11,729 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.941, mIoU: 0.715
2023-07-29 04:50:11,842 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.941, mIoU: 0.715
2023-07-29 04:50:11,951 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.940, mIoU: 0.713
2023-07-29 04:50:12,059 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.938, mIoU: 0.709
2023-07-29 04:50:12,170 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.938, mIoU: 0.710
2023-07-29 04:50:12,282 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.938, mIoU: 0.710
2023-07-29 04:50:12,392 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.938, mIoU: 0.710
2023-07-29 04:50:12,508 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.938, mIoU: 0.710
2023-07-29 04:50:12,618 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.938, mIoU: 0.709
2023-07-29 04:50:12,730 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.939, mIoU: 0.709
2023-07-29 04:50:12,844 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.938, mIoU: 0.713
2023-07-29 04:50:12,960 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.938, mIoU: 0.713
2023-07-29 04:50:13,074 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.938, mIoU: 0.713
2023-07-29 04:50:13,189 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.939, mIoU: 0.713
2023-07-29 04:50:13,299 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.939, mIoU: 0.713
2023-07-29 04:50:13,409 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.938, mIoU: 0.712
2023-07-29 04:50:13,527 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.939, mIoU: 0.712
2023-07-29 04:50:13,641 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.938, mIoU: 0.710
2023-07-29 04:50:13,753 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.938, mIoU: 0.711
2023-07-29 04:50:13,863 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.937, mIoU: 0.710
2023-07-29 04:50:13,976 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.936, mIoU: 0.708
2023-07-29 04:50:14,089 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.936, mIoU: 0.708
2023-07-29 04:50:14,203 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.936, mIoU: 0.708
2023-07-29 04:50:14,310 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.937, mIoU: 0.707
2023-07-29 04:50:14,417 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.937, mIoU: 0.707
2023-07-29 04:50:14,526 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.937, mIoU: 0.707
2023-07-29 04:50:14,641 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.937, mIoU: 0.708
2023-07-29 04:50:14,760 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.937, mIoU: 0.708
2023-07-29 04:50:14,873 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.937, mIoU: 0.708
2023-07-29 04:50:14,988 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.937, mIoU: 0.708
2023-07-29 04:50:15,104 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.937, mIoU: 0.707
2023-07-29 04:50:15,222 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.937, mIoU: 0.707
2023-07-29 04:50:15,337 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.937, mIoU: 0.707
2023-07-29 04:50:15,452 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.938, mIoU: 0.706
2023-07-29 04:50:15,567 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.938, mIoU: 0.706
2023-07-29 04:50:15,682 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.938, mIoU: 0.710
2023-07-29 04:50:15,797 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.938, mIoU: 0.710
2023-07-29 04:50:15,911 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.938, mIoU: 0.712
2023-07-29 04:50:16,025 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.938, mIoU: 0.712
2023-07-29 04:50:16,146 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.938, mIoU: 0.711
2023-07-29 04:50:16,257 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.938, mIoU: 0.711
2023-07-29 04:50:16,366 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.938, mIoU: 0.711
2023-07-29 04:50:16,478 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.938, mIoU: 0.713
2023-07-29 04:50:16,589 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.938, mIoU: 0.713
2023-07-29 04:50:16,705 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.938, mIoU: 0.715
2023-07-29 04:50:16,820 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-29 04:50:16,930 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-29 04:50:17,041 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.938, mIoU: 0.716
2023-07-29 04:50:17,155 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.938, mIoU: 0.716
2023-07-29 04:50:17,267 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.938, mIoU: 0.716
2023-07-29 04:50:17,379 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.938, mIoU: 0.716
2023-07-29 04:50:17,492 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.939, mIoU: 0.715
2023-07-29 04:50:17,600 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.939, mIoU: 0.715
2023-07-29 04:50:17,708 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.939, mIoU: 0.714
2023-07-29 04:50:17,816 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.939, mIoU: 0.714
2023-07-29 04:50:17,927 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.939, mIoU: 0.714
2023-07-29 04:50:18,041 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.939, mIoU: 0.713
2023-07-29 04:50:18,152 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.939, mIoU: 0.714
2023-07-29 04:50:18,262 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.939, mIoU: 0.716
2023-07-29 04:50:18,371 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.939, mIoU: 0.715
2023-07-29 04:50:18,483 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.939, mIoU: 0.715
2023-07-29 04:50:18,599 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.939, mIoU: 0.715
2023-07-29 04:50:18,712 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.939, mIoU: 0.714
2023-07-29 04:50:18,818 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.939, mIoU: 0.714
2023-07-29 04:50:18,924 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.939, mIoU: 0.715
2023-07-29 04:50:19,031 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.939, mIoU: 0.715
2023-07-29 04:50:19,141 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.939, mIoU: 0.714
2023-07-29 04:50:19,252 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.939, mIoU: 0.714
2023-07-29 04:50:19,364 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.939, mIoU: 0.713
2023-07-29 04:50:19,480 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.939, mIoU: 0.714
2023-07-29 04:50:19,592 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.940, mIoU: 0.714
2023-07-29 04:50:19,702 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.939, mIoU: 0.713
2023-07-29 04:50:19,814 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.939, mIoU: 0.713
2023-07-29 04:50:19,928 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.939, mIoU: 0.714
2023-07-29 04:50:20,041 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.940, mIoU: 0.714
2023-07-29 04:50:20,155 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.940, mIoU: 0.714
2023-07-29 04:50:20,262 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.940, mIoU: 0.714
2023-07-29 04:50:20,370 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.940, mIoU: 0.714
2023-07-29 04:50:20,477 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.940, mIoU: 0.714
2023-07-29 04:50:20,594 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.940, mIoU: 0.713
2023-07-29 04:50:20,710 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.939, mIoU: 0.711
2023-07-29 04:50:20,823 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.939, mIoU: 0.710
2023-07-29 04:50:20,934 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.939, mIoU: 0.710
2023-07-29 04:50:21,046 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.939, mIoU: 0.710
2023-07-29 04:50:21,158 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.939, mIoU: 0.710
2023-07-29 04:50:21,269 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-29 04:50:21,375 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-29 04:50:21,482 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-29 04:50:21,592 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-29 04:50:21,697 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-29 04:50:21,813 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-29 04:50:21,932 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-29 04:50:22,049 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-29 04:50:22,167 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-29 04:50:22,283 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.940, mIoU: 0.709
2023-07-29 04:50:22,399 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.940, mIoU: 0.709
2023-07-29 04:50:22,513 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.940, mIoU: 0.709
2023-07-29 04:50:22,631 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.940, mIoU: 0.709
2023-07-29 04:50:22,745 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.940, mIoU: 0.709
2023-07-29 04:50:22,859 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.940, mIoU: 0.709
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2023-07-29 04:50:44,625 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.945, mIoU: 0.710
2023-07-29 04:50:44,734 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.945, mIoU: 0.710
2023-07-29 04:50:44,841 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.945, mIoU: 0.710
2023-07-29 04:50:44,954 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.945, mIoU: 0.710
2023-07-29 04:50:45,067 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.945, mIoU: 0.710
2023-07-29 04:50:45,182 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.945, mIoU: 0.711
2023-07-29 04:50:45,296 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.945, mIoU: 0.711
2023-07-29 04:50:45,407 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.945, mIoU: 0.711
2023-07-29 04:50:45,520 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.945, mIoU: 0.711
2023-07-29 04:50:45,631 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-29 04:50:45,743 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.945, mIoU: 0.711
2023-07-29 04:50:45,854 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-29 04:50:45,967 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-29 04:50:46,072 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-29 04:50:46,179 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-29 04:50:46,285 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.946, mIoU: 0.712
2023-07-29 04:50:46,394 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.946, mIoU: 0.712
2023-07-29 04:50:46,507 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-29 04:50:46,619 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-29 04:50:46,734 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-29 04:50:46,846 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-29 04:50:46,961 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-29 04:50:47,074 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-29 04:50:47,184 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-29 04:50:47,288 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-29 04:50:47,394 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-29 04:50:47,502 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-29 04:50:47,613 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-29 04:50:47,728 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-29 04:50:47,843 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-29 04:50:47,959 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-29 04:50:48,074 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-29 04:50:48,188 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-29 04:50:48,302 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-29 04:50:48,417 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-29 04:50:48,527 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-29 04:50:48,639 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-29 04:50:48,751 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-29 04:50:48,866 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-29 04:50:48,982 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-29 04:50:49,097 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-29 04:50:49,213 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-29 04:50:49,325 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-29 04:50:49,438 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-29 04:50:49,546 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-29 04:50:49,658 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-29 04:50:49,769 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-29 04:50:49,882 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-29 04:50:49,997 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-29 04:50:50,108 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-29 04:50:50,221 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-29 04:50:50,333 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-29 04:50:50,446 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-29 04:50:50,558 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-29 04:50:50,669 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-29 04:50:50,776 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-29 04:50:50,881 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-29 04:50:50,988 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-29 04:50:51,096 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-29 04:50:51,205 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-29 04:50:51,317 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-29 04:50:51,435 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-29 04:50:51,548 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-29 04:50:51,661 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-29 04:50:51,775 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-29 04:50:51,891 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-29 04:50:52,000 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-29 04:50:52,117 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-29 04:50:52,226 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-29 04:50:52,342 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-29 04:50:52,459 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-29 04:50:52,573 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-29 04:50:52,685 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 04:50:52,798 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 04:50:52,908 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:53,015 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 04:50:53,130 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 04:50:53,235 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:53,341 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:53,449 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:53,561 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:53,679 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:53,793 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:53,904 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:54,021 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:54,139 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:54,253 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:54,369 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:54,484 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:54,599 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:54,717 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.949, mIoU: 0.717
2023-07-29 04:50:54,829 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:54,945 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:55,060 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:55,174 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:55,285 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:55,396 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:55,507 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:55,618 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:55,735 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:55,849 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:55,964 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:56,078 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:56,193 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:56,301 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:56,411 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:56,521 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:56,635 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:56,755 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 04:50:56,866 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.949, mIoU: 0.717
2023-07-29 04:50:56,976 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.949, mIoU: 0.717
2023-07-29 04:50:57,086 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.949, mIoU: 0.717
2023-07-29 04:50:57,199 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-29 04:50:57,307 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-29 04:50:57,414 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.949, mIoU: 0.718
2023-07-29 04:50:57,517 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.949, mIoU: 0.718
2023-07-29 04:50:57,621 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.950, mIoU: 0.718
2023-07-29 04:50:57,724 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.950, mIoU: 0.718
2023-07-29 04:50:57,828 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.950, mIoU: 0.718
2023-07-29 04:50:57,931 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.950, mIoU: 0.718
2023-07-29 04:50:58,034 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.718
2023-07-29 04:50:58,141 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.718
2023-07-29 04:50:58,244 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.950, mIoU: 0.718
2023-07-29 04:50:58,346 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.950, mIoU: 0.718
2023-07-29 04:51:32,318 semantic_segmentation INFO: Iters: 42410/150000 || Lr: 0.014830 || Task Loss: 0.1914 || KD Loss: 0.0497|| 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, 15:08:39 || Estimated Time: 4 days, 3:18:15
2023-07-29 04:52:05,527 semantic_segmentation INFO: Iters: 42420/150000 || Lr: 0.014829 || Task Loss: 0.1619 || KD Loss: 0.0434|| 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, 15:09:12 || Estimated Time: 4 days, 3:17:41
2023-07-29 04:52:38,697 semantic_segmentation INFO: Iters: 42430/150000 || Lr: 0.014828 || Task Loss: 0.2689 || KD Loss: 0.0902|| 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, 15:09:45 || Estimated Time: 4 days, 3:17:08
2023-07-29 04:53:11,896 semantic_segmentation INFO: Iters: 42440/150000 || Lr: 0.014826 || Task Loss: 0.3198 || KD Loss: 0.0881|| 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: 1 day, 15:10:18 || Estimated Time: 4 days, 3:16:35
2023-07-29 04:53:45,088 semantic_segmentation INFO: Iters: 42450/150000 || Lr: 0.014825 || Task Loss: 0.2349 || KD Loss: 0.0540|| 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, 15:10:51 || Estimated Time: 4 days, 3:16:01
2023-07-29 04:54:18,407 semantic_segmentation INFO: Iters: 42460/150000 || Lr: 0.014824 || Task Loss: 0.2863 || KD Loss: 0.0805|| 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: 1 day, 15:11:25 || Estimated Time: 4 days, 3:15:28
2023-07-29 04:54:51,616 semantic_segmentation INFO: Iters: 42470/150000 || Lr: 0.014823 || Task Loss: 0.1458 || KD Loss: 0.0432|| 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, 15:11:58 || Estimated Time: 4 days, 3:14:55
2023-07-29 04:55:25,081 semantic_segmentation INFO: Iters: 42480/150000 || Lr: 0.014821 || Task Loss: 0.1862 || KD Loss: 0.0480|| 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, 15:12:31 || Estimated Time: 4 days, 3:14:22
2023-07-29 04:56:01,439 semantic_segmentation INFO: Iters: 42490/150000 || Lr: 0.014820 || Task Loss: 0.1808 || KD Loss: 0.0487|| 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, 15:13:08 || Estimated Time: 4 days, 3:13:57
2023-07-29 04:56:34,607 semantic_segmentation INFO: Iters: 42500/150000 || Lr: 0.014819 || Task Loss: 0.3534 || KD Loss: 0.1481|| 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, 15:13:41 || Estimated Time: 4 days, 3:13:24
2023-07-29 04:57:07,831 semantic_segmentation INFO: Iters: 42510/150000 || Lr: 0.014818 || Task Loss: 0.2664 || KD Loss: 0.0749|| 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, 15:14:14 || Estimated Time: 4 days, 3:12:51
2023-07-29 04:57:41,121 semantic_segmentation INFO: Iters: 42520/150000 || Lr: 0.014817 || Task Loss: 0.1930 || KD Loss: 0.0467|| 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, 15:14:47 || Estimated Time: 4 days, 3:12:17
2023-07-29 04:58:14,370 semantic_segmentation INFO: Iters: 42530/150000 || Lr: 0.014815 || Task Loss: 0.1945 || KD Loss: 0.0501|| 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, 15:15:21 || Estimated Time: 4 days, 3:11:44
2023-07-29 04:58:47,558 semantic_segmentation INFO: Iters: 42540/150000 || Lr: 0.014814 || Task Loss: 0.2171 || KD Loss: 0.0507|| 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, 15:15:54 || Estimated Time: 4 days, 3:11:11
2023-07-29 04:59:20,829 semantic_segmentation INFO: Iters: 42550/150000 || Lr: 0.014813 || Task Loss: 0.2358 || KD Loss: 0.0619|| 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, 15:16:27 || Estimated Time: 4 days, 3:10:38
2023-07-29 04:59:54,071 semantic_segmentation INFO: Iters: 42560/150000 || Lr: 0.014812 || Task Loss: 0.2378 || KD Loss: 0.0674|| 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, 15:17:00 || Estimated Time: 4 days, 3:10:05
2023-07-29 05:00:27,274 semantic_segmentation INFO: Iters: 42570/150000 || Lr: 0.014810 || Task Loss: 0.1751 || KD Loss: 0.0504|| 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, 15:17:34 || Estimated Time: 4 days, 3:09:31
2023-07-29 05:01:00,454 semantic_segmentation INFO: Iters: 42580/150000 || Lr: 0.014809 || Task Loss: 0.2698 || KD Loss: 0.0803|| 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, 15:18:07 || Estimated Time: 4 days, 3:08:58
2023-07-29 05:01:33,620 semantic_segmentation INFO: Iters: 42590/150000 || Lr: 0.014808 || Task Loss: 0.2216 || KD Loss: 0.0604|| 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, 15:18:40 || Estimated Time: 4 days, 3:08:25
2023-07-29 05:02:06,904 semantic_segmentation INFO: Iters: 42600/150000 || Lr: 0.014807 || Task Loss: 0.2646 || KD Loss: 0.0988|| 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, 15:19:13 || Estimated Time: 4 days, 3:07:52
2023-07-29 05:02:40,168 semantic_segmentation INFO: Iters: 42610/150000 || Lr: 0.014805 || Task Loss: 0.1640 || KD Loss: 0.0626|| 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, 15:19:47 || Estimated Time: 4 days, 3:07:18
2023-07-29 05:03:13,381 semantic_segmentation INFO: Iters: 42620/150000 || Lr: 0.014804 || Task Loss: 0.2122 || KD Loss: 0.0538|| 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: 1 day, 15:20:20 || Estimated Time: 4 days, 3:06:45
2023-07-29 05:03:46,637 semantic_segmentation INFO: Iters: 42630/150000 || Lr: 0.014803 || Task Loss: 0.2787 || KD Loss: 0.0735|| 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, 15:20:53 || Estimated Time: 4 days, 3:06:12
2023-07-29 05:04:19,899 semantic_segmentation INFO: Iters: 42640/150000 || Lr: 0.014802 || Task Loss: 0.3206 || KD Loss: 0.1155|| 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, 15:21:26 || Estimated Time: 4 days, 3:05:39
2023-07-29 05:04:53,124 semantic_segmentation INFO: Iters: 42650/150000 || Lr: 0.014800 || Task Loss: 0.2405 || KD Loss: 0.0583|| 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, 15:21:59 || Estimated Time: 4 days, 3:05:06
2023-07-29 05:05:26,434 semantic_segmentation INFO: Iters: 42660/150000 || Lr: 0.014799 || Task Loss: 0.2228 || KD Loss: 0.0535|| 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, 15:22:33 || Estimated Time: 4 days, 3:04:33
2023-07-29 05:06:00,114 semantic_segmentation INFO: Iters: 42670/150000 || Lr: 0.014798 || Task Loss: 0.1581 || KD Loss: 0.0721|| 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, 15:23:06 || Estimated Time: 4 days, 3:04:00
2023-07-29 05:06:33,418 semantic_segmentation INFO: Iters: 42680/150000 || Lr: 0.014797 || Task Loss: 0.2018 || KD Loss: 0.0693|| 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: 1 day, 15:23:40 || Estimated Time: 4 days, 3:03:27
2023-07-29 05:07:06,661 semantic_segmentation INFO: Iters: 42690/150000 || Lr: 0.014795 || Task Loss: 0.2013 || KD Loss: 0.0514|| 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, 15:24:13 || Estimated Time: 4 days, 3:02:54
2023-07-29 05:07:40,012 semantic_segmentation INFO: Iters: 42700/150000 || Lr: 0.014794 || Task Loss: 0.3999 || KD Loss: 0.1283|| 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: 1 day, 15:24:46 || Estimated Time: 4 days, 3:02:21
2023-07-29 05:08:13,266 semantic_segmentation INFO: Iters: 42710/150000 || Lr: 0.014793 || Task Loss: 0.2613 || KD Loss: 0.0690|| 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, 15:25:20 || Estimated Time: 4 days, 3:01:48
2023-07-29 05:08:46,571 semantic_segmentation INFO: Iters: 42720/150000 || Lr: 0.014792 || Task Loss: 0.2164 || KD Loss: 0.0568|| 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, 15:25:53 || Estimated Time: 4 days, 3:01:15
2023-07-29 05:09:19,853 semantic_segmentation INFO: Iters: 42730/150000 || Lr: 0.014790 || Task Loss: 0.2436 || KD Loss: 0.0878|| 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, 15:26:26 || Estimated Time: 4 days, 3:00:42
2023-07-29 05:09:53,214 semantic_segmentation INFO: Iters: 42740/150000 || Lr: 0.014789 || Task Loss: 0.2279 || KD Loss: 0.1236|| 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, 15:27:00 || Estimated Time: 4 days, 3:00:09
2023-07-29 05:10:26,491 semantic_segmentation INFO: Iters: 42750/150000 || Lr: 0.014788 || Task Loss: 0.2252 || 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: 1 day, 15:27:33 || Estimated Time: 4 days, 2:59:36
2023-07-29 05:10:59,728 semantic_segmentation INFO: Iters: 42760/150000 || Lr: 0.014787 || Task Loss: 0.1939 || KD Loss: 0.0530|| 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, 15:28:06 || Estimated Time: 4 days, 2:59:03
2023-07-29 05:11:32,950 semantic_segmentation INFO: Iters: 42770/150000 || Lr: 0.014786 || Task Loss: 0.1914 || KD Loss: 0.0531|| 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, 15:28:39 || Estimated Time: 4 days, 2:58:30
2023-07-29 05:12:06,243 semantic_segmentation INFO: Iters: 42780/150000 || Lr: 0.014784 || Task Loss: 0.2856 || KD Loss: 0.0629|| 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, 15:29:13 || Estimated Time: 4 days, 2:57:57
2023-07-29 05:12:39,490 semantic_segmentation INFO: Iters: 42790/150000 || Lr: 0.014783 || Task Loss: 0.1947 || KD Loss: 0.0547|| 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, 15:29:46 || Estimated Time: 4 days, 2:57:23
2023-07-29 05:13:12,820 semantic_segmentation INFO: Iters: 42800/150000 || Lr: 0.014782 || Task Loss: 0.2576 || KD Loss: 0.0665|| 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: 1 day, 15:30:19 || Estimated Time: 4 days, 2:56:50
2023-07-29 05:13:46,064 semantic_segmentation INFO: Iters: 42810/150000 || Lr: 0.014781 || Task Loss: 0.2461 || KD Loss: 0.0640|| 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, 15:30:52 || Estimated Time: 4 days, 2:56:17
2023-07-29 05:14:19,358 semantic_segmentation INFO: Iters: 42820/150000 || Lr: 0.014779 || Task Loss: 0.2338 || KD Loss: 0.0657|| 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: 1 day, 15:31:26 || Estimated Time: 4 days, 2:55:44
2023-07-29 05:14:52,637 semantic_segmentation INFO: Iters: 42830/150000 || Lr: 0.014778 || Task Loss: 0.2583 || KD Loss: 0.0662|| 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, 15:31:59 || Estimated Time: 4 days, 2:55:11
2023-07-29 05:15:25,890 semantic_segmentation INFO: Iters: 42840/150000 || Lr: 0.014777 || Task Loss: 0.1938 || KD Loss: 0.0628|| 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, 15:32:32 || Estimated Time: 4 days, 2:54:38
2023-07-29 05:15:59,101 semantic_segmentation INFO: Iters: 42850/150000 || Lr: 0.014776 || Task Loss: 0.2633 || KD Loss: 0.0622|| 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, 15:33:05 || Estimated Time: 4 days, 2:54:05
2023-07-29 05:16:32,311 semantic_segmentation INFO: Iters: 42860/150000 || Lr: 0.014774 || Task Loss: 0.2380 || KD Loss: 0.0936|| 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, 15:33:39 || Estimated Time: 4 days, 2:53:31
2023-07-29 05:17:05,608 semantic_segmentation INFO: Iters: 42870/150000 || Lr: 0.014773 || Task Loss: 0.2127 || KD Loss: 0.0465|| 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, 15:34:12 || Estimated Time: 4 days, 2:52:58
2023-07-29 05:17:39,024 semantic_segmentation INFO: Iters: 42880/150000 || Lr: 0.014772 || Task Loss: 0.2996 || KD Loss: 0.0833|| 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, 15:34:45 || Estimated Time: 4 days, 2:52:26
2023-07-29 05:18:12,242 semantic_segmentation INFO: Iters: 42890/150000 || Lr: 0.014771 || Task Loss: 0.2285 || KD Loss: 0.0656|| 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, 15:35:19 || Estimated Time: 4 days, 2:51:52
2023-07-29 05:18:45,558 semantic_segmentation INFO: Iters: 42900/150000 || Lr: 0.014769 || Task Loss: 0.2098 || KD Loss: 0.0594|| 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, 15:35:52 || Estimated Time: 4 days, 2:51:19
2023-07-29 05:19:18,779 semantic_segmentation INFO: Iters: 42910/150000 || Lr: 0.014768 || Task Loss: 0.2865 || KD Loss: 0.1019|| 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: 1 day, 15:36:25 || Estimated Time: 4 days, 2:50:46
2023-07-29 05:19:52,405 semantic_segmentation INFO: Iters: 42920/150000 || Lr: 0.014767 || Task Loss: 0.2188 || KD Loss: 0.0811|| 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, 15:36:59 || Estimated Time: 4 days, 2:50:13
2023-07-29 05:20:28,559 semantic_segmentation INFO: Iters: 42930/150000 || Lr: 0.014766 || Task Loss: 0.2443 || KD Loss: 0.0913|| 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, 15:37:35 || Estimated Time: 4 days, 2:49:48
2023-07-29 05:21:01,839 semantic_segmentation INFO: Iters: 42940/150000 || Lr: 0.014764 || Task Loss: 0.2264 || KD Loss: 0.0740|| 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: 1 day, 15:38:08 || Estimated Time: 4 days, 2:49:15
2023-07-29 05:21:35,147 semantic_segmentation INFO: Iters: 42950/150000 || Lr: 0.014763 || Task Loss: 0.2627 || KD Loss: 0.0639|| 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, 15:38:42 || Estimated Time: 4 days, 2:48:42
2023-07-29 05:22:08,419 semantic_segmentation INFO: Iters: 42960/150000 || Lr: 0.014762 || Task Loss: 0.2004 || KD Loss: 0.0389|| 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, 15:39:15 || Estimated Time: 4 days, 2:48:08
2023-07-29 05:22:41,739 semantic_segmentation INFO: Iters: 42970/150000 || Lr: 0.014761 || Task Loss: 0.2209 || KD Loss: 0.0545|| 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, 15:39:48 || Estimated Time: 4 days, 2:47:36
2023-07-29 05:23:15,201 semantic_segmentation INFO: Iters: 42980/150000 || Lr: 0.014759 || Task Loss: 0.1933 || KD Loss: 0.0476|| 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, 15:40:22 || Estimated Time: 4 days, 2:47:03
2023-07-29 05:23:48,543 semantic_segmentation INFO: Iters: 42990/150000 || Lr: 0.014758 || Task Loss: 0.2775 || KD Loss: 0.0961|| 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: 1 day, 15:40:55 || Estimated Time: 4 days, 2:46:30
2023-07-29 05:24:21,874 semantic_segmentation INFO: Iters: 43000/150000 || Lr: 0.014757 || Task Loss: 0.2149 || KD Loss: 0.0540|| 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, 15:41:28 || Estimated Time: 4 days, 2:45:57
2023-07-29 05:24:55,269 semantic_segmentation INFO: Iters: 43010/150000 || Lr: 0.014756 || Task Loss: 0.1849 || KD Loss: 0.0558|| 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, 15:42:02 || Estimated Time: 4 days, 2:45:24
2023-07-29 05:25:28,593 semantic_segmentation INFO: Iters: 43020/150000 || Lr: 0.014754 || Task Loss: 0.1973 || KD Loss: 0.0502|| 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, 15:42:35 || Estimated Time: 4 days, 2:44:51
2023-07-29 05:26:01,836 semantic_segmentation INFO: Iters: 43030/150000 || Lr: 0.014753 || Task Loss: 0.2440 || KD Loss: 0.0946|| 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, 15:43:08 || Estimated Time: 4 days, 2:44:18
2023-07-29 05:26:35,159 semantic_segmentation INFO: Iters: 43040/150000 || Lr: 0.014752 || Task Loss: 0.2046 || KD Loss: 0.0579|| 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, 15:43:42 || Estimated Time: 4 days, 2:43:45
2023-07-29 05:27:08,394 semantic_segmentation INFO: Iters: 43050/150000 || Lr: 0.014751 || Task Loss: 0.2147 || KD Loss: 0.0482|| 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: 1 day, 15:44:15 || Estimated Time: 4 days, 2:43:12
2023-07-29 05:27:41,590 semantic_segmentation INFO: Iters: 43060/150000 || Lr: 0.014750 || Task Loss: 0.1271 || KD Loss: 0.0490|| 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, 15:44:48 || Estimated Time: 4 days, 2:42:38
2023-07-29 05:28:14,912 semantic_segmentation INFO: Iters: 43070/150000 || Lr: 0.014748 || Task Loss: 0.1988 || KD Loss: 0.0547|| 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: 1 day, 15:45:21 || Estimated Time: 4 days, 2:42:05
2023-07-29 05:28:48,127 semantic_segmentation INFO: Iters: 43080/150000 || Lr: 0.014747 || Task Loss: 0.2727 || KD Loss: 0.0766|| 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: 1 day, 15:45:54 || Estimated Time: 4 days, 2:41:32
2023-07-29 05:29:21,460 semantic_segmentation INFO: Iters: 43090/150000 || Lr: 0.014746 || Task Loss: 0.1825 || KD Loss: 0.0602|| 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, 15:46:28 || Estimated Time: 4 days, 2:40:59
2023-07-29 05:29:54,673 semantic_segmentation INFO: Iters: 43100/150000 || Lr: 0.014745 || Task Loss: 0.1809 || KD Loss: 0.0505|| 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: 1 day, 15:47:01 || Estimated Time: 4 days, 2:40:26
2023-07-29 05:30:28,000 semantic_segmentation INFO: Iters: 43110/150000 || Lr: 0.014743 || Task Loss: 0.2488 || KD Loss: 0.0625|| 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, 15:47:34 || Estimated Time: 4 days, 2:39:53
2023-07-29 05:31:01,246 semantic_segmentation INFO: Iters: 43120/150000 || Lr: 0.014742 || Task Loss: 0.2530 || KD Loss: 0.0684|| 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: 1 day, 15:48:08 || Estimated Time: 4 days, 2:39:20
2023-07-29 05:31:34,493 semantic_segmentation INFO: Iters: 43130/150000 || Lr: 0.014741 || Task Loss: 0.2159 || KD Loss: 0.0583|| 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: 1 day, 15:48:41 || Estimated Time: 4 days, 2:38:46
2023-07-29 05:32:07,768 semantic_segmentation INFO: Iters: 43140/150000 || Lr: 0.014740 || Task Loss: 0.1862 || KD Loss: 0.0456|| 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, 15:49:14 || Estimated Time: 4 days, 2:38:13
2023-07-29 05:32:41,007 semantic_segmentation INFO: Iters: 43150/150000 || Lr: 0.014738 || Task Loss: 0.2752 || KD Loss: 0.0857|| 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, 15:49:47 || Estimated Time: 4 days, 2:37:40
2023-07-29 05:33:14,260 semantic_segmentation INFO: Iters: 43160/150000 || Lr: 0.014737 || Task Loss: 0.2803 || KD Loss: 0.0605|| 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: 1 day, 15:50:21 || Estimated Time: 4 days, 2:37:07
2023-07-29 05:33:47,552 semantic_segmentation INFO: Iters: 43170/150000 || Lr: 0.014736 || Task Loss: 0.2957 || KD Loss: 0.0586|| 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, 15:50:54 || Estimated Time: 4 days, 2:36:34
2023-07-29 05:34:20,899 semantic_segmentation INFO: Iters: 43180/150000 || Lr: 0.014735 || Task Loss: 0.3010 || KD Loss: 0.0651|| 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, 15:51:27 || Estimated Time: 4 days, 2:36:01
2023-07-29 05:34:54,127 semantic_segmentation INFO: Iters: 43190/150000 || Lr: 0.014733 || Task Loss: 0.2403 || KD Loss: 0.0636|| 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, 15:52:00 || Estimated Time: 4 days, 2:35:28
2023-07-29 05:35:27,437 semantic_segmentation INFO: Iters: 43200/150000 || Lr: 0.014732 || Task Loss: 0.2279 || KD Loss: 0.0483|| 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, 15:52:34 || Estimated Time: 4 days, 2:34:55
2023-07-29 05:35:27,505 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 05:35:28,409 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.954, mIoU: 0.392
2023-07-29 05:35:28,517 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.965, mIoU: 0.480
2023-07-29 05:35:28,631 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.968, mIoU: 0.495
2023-07-29 05:35:28,743 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.525
2023-07-29 05:35:28,850 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.518
2023-07-29 05:35:28,958 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.519
2023-07-29 05:35:29,068 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.559
2023-07-29 05:35:29,177 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.603
2023-07-29 05:35:29,284 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.608
2023-07-29 05:35:29,389 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.649
2023-07-29 05:35:29,492 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.653
2023-07-29 05:35:29,595 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.960, mIoU: 0.673
2023-07-29 05:35:29,698 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.960, mIoU: 0.679
2023-07-29 05:35:29,803 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.671
2023-07-29 05:35:29,907 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.952, mIoU: 0.668
2023-07-29 05:35:30,014 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.659
2023-07-29 05:35:30,117 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.659
2023-07-29 05:35:30,222 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.661
2023-07-29 05:35:30,328 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.667
2023-07-29 05:35:30,432 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.669
2023-07-29 05:35:30,542 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.945, mIoU: 0.670
2023-07-29 05:35:30,654 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.944, mIoU: 0.684
2023-07-29 05:35:30,764 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.944, mIoU: 0.684
2023-07-29 05:35:30,879 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.944, mIoU: 0.692
2023-07-29 05:35:30,998 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.942, mIoU: 0.699
2023-07-29 05:35:31,112 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.943, mIoU: 0.700
2023-07-29 05:35:31,225 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.942, mIoU: 0.692
2023-07-29 05:35:31,341 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.940, mIoU: 0.685
2023-07-29 05:35:31,450 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.940, mIoU: 0.684
2023-07-29 05:35:31,558 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.940, mIoU: 0.678
2023-07-29 05:35:31,668 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.940, mIoU: 0.678
2023-07-29 05:35:31,782 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.940, mIoU: 0.674
2023-07-29 05:35:31,895 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.941, mIoU: 0.677
2023-07-29 05:35:32,007 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.941, mIoU: 0.676
2023-07-29 05:35:32,119 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.940, mIoU: 0.678
2023-07-29 05:35:32,229 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.940, mIoU: 0.678
2023-07-29 05:35:32,342 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.940, mIoU: 0.674
2023-07-29 05:35:32,452 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.673
2023-07-29 05:35:32,562 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.939, mIoU: 0.667
2023-07-29 05:35:32,674 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.668
2023-07-29 05:35:32,778 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.940, mIoU: 0.670
2023-07-29 05:35:32,885 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.940, mIoU: 0.670
2023-07-29 05:35:32,989 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.941, mIoU: 0.671
2023-07-29 05:35:33,095 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.941, mIoU: 0.673
2023-07-29 05:35:33,200 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.672
2023-07-29 05:35:33,307 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.942, mIoU: 0.672
2023-07-29 05:35:33,417 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.943, mIoU: 0.673
2023-07-29 05:35:33,532 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-29 05:35:33,652 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-29 05:35:33,764 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-29 05:35:33,876 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-29 05:35:33,986 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.686
2023-07-29 05:35:34,095 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.943, mIoU: 0.688
2023-07-29 05:35:34,205 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-29 05:35:34,312 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.691
2023-07-29 05:35:34,417 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-29 05:35:34,522 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.942, mIoU: 0.696
2023-07-29 05:35:34,627 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.702
2023-07-29 05:35:34,730 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.942, mIoU: 0.702
2023-07-29 05:35:34,833 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.942, mIoU: 0.700
2023-07-29 05:35:34,936 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.942, mIoU: 0.704
2023-07-29 05:35:35,041 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.705
2023-07-29 05:35:35,145 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.704
2023-07-29 05:35:35,249 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.707
2023-07-29 05:35:35,356 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.942, mIoU: 0.709
2023-07-29 05:35:35,461 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.941, mIoU: 0.708
2023-07-29 05:35:35,571 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.940, mIoU: 0.708
2023-07-29 05:35:35,682 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.939, mIoU: 0.707
2023-07-29 05:35:35,795 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.706
2023-07-29 05:35:35,908 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.940, mIoU: 0.705
2023-07-29 05:35:36,021 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.940, mIoU: 0.705
2023-07-29 05:35:36,133 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.940, mIoU: 0.702
2023-07-29 05:35:36,246 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.940, mIoU: 0.700
2023-07-29 05:35:36,359 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.941, mIoU: 0.700
2023-07-29 05:35:36,466 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.940, mIoU: 0.701
2023-07-29 05:35:36,576 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.940, mIoU: 0.700
2023-07-29 05:35:36,682 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.940, mIoU: 0.700
2023-07-29 05:35:36,795 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.940, mIoU: 0.700
2023-07-29 05:35:36,911 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.700
2023-07-29 05:35:37,025 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.941, mIoU: 0.701
2023-07-29 05:35:37,135 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.941, mIoU: 0.703
2023-07-29 05:35:37,246 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.941, mIoU: 0.703
2023-07-29 05:35:37,362 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.941, mIoU: 0.702
2023-07-29 05:35:37,476 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.940, mIoU: 0.700
2023-07-29 05:35:37,588 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.694
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2023-07-29 05:36:21,811 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-29 05:36:21,919 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.949, mIoU: 0.712
2023-07-29 05:36:22,024 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.949, mIoU: 0.712
2023-07-29 05:36:22,131 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-29 05:36:22,236 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-29 05:36:22,340 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.949, mIoU: 0.712
2023-07-29 05:36:22,446 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-29 05:36:22,550 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.949, mIoU: 0.712
2023-07-29 05:36:22,654 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.949, mIoU: 0.712
2023-07-29 05:36:22,757 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.949, mIoU: 0.713
2023-07-29 05:36:22,860 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.949, mIoU: 0.712
2023-07-29 05:36:22,963 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.949, mIoU: 0.712
2023-07-29 05:36:23,069 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.949, mIoU: 0.713
2023-07-29 05:36:23,173 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.949, mIoU: 0.713
2023-07-29 05:36:23,276 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.949, mIoU: 0.713
2023-07-29 05:36:23,379 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.949, mIoU: 0.713
2023-07-29 05:36:23,484 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.949, mIoU: 0.713
2023-07-29 05:36:23,590 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.949, mIoU: 0.713
2023-07-29 05:36:23,701 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.949, mIoU: 0.713
2023-07-29 05:36:23,814 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.949, mIoU: 0.713
2023-07-29 05:36:23,928 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.949, mIoU: 0.713
2023-07-29 05:36:24,041 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.949, mIoU: 0.713
2023-07-29 05:36:57,734 semantic_segmentation INFO: Iters: 43210/150000 || Lr: 0.014731 || Task Loss: 0.2488 || KD Loss: 0.0763|| 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, 15:54:04 || Estimated Time: 4 days, 2:36:43
2023-07-29 05:37:30,947 semantic_segmentation INFO: Iters: 43220/150000 || Lr: 0.014730 || Task Loss: 0.2137 || KD Loss: 0.0511|| 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, 15:54:37 || Estimated Time: 4 days, 2:36:09
2023-07-29 05:38:04,147 semantic_segmentation INFO: Iters: 43230/150000 || Lr: 0.014728 || Task Loss: 0.1954 || KD Loss: 0.0525|| 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: 1 day, 15:55:11 || Estimated Time: 4 days, 2:35:36
2023-07-29 05:38:37,308 semantic_segmentation INFO: Iters: 43240/150000 || Lr: 0.014727 || Task Loss: 0.2718 || KD Loss: 0.0791|| 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, 15:55:44 || Estimated Time: 4 days, 2:35:02
2023-07-29 05:39:10,449 semantic_segmentation INFO: Iters: 43250/150000 || Lr: 0.014726 || Task Loss: 0.1962 || KD Loss: 0.0702|| 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, 15:56:17 || Estimated Time: 4 days, 2:34:29
2023-07-29 05:39:43,695 semantic_segmentation INFO: Iters: 43260/150000 || Lr: 0.014725 || Task Loss: 0.2342 || KD Loss: 0.0642|| 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, 15:56:50 || Estimated Time: 4 days, 2:33:56
2023-07-29 05:40:16,954 semantic_segmentation INFO: Iters: 43270/150000 || Lr: 0.014723 || Task Loss: 0.1918 || KD Loss: 0.0568|| 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, 15:57:23 || Estimated Time: 4 days, 2:33:22
2023-07-29 05:40:50,279 semantic_segmentation INFO: Iters: 43280/150000 || Lr: 0.014722 || Task Loss: 0.2093 || KD Loss: 0.0691|| 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, 15:57:57 || Estimated Time: 4 days, 2:32:49
2023-07-29 05:41:23,632 semantic_segmentation INFO: Iters: 43290/150000 || Lr: 0.014721 || Task Loss: 0.2036 || KD Loss: 0.0635|| 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, 15:58:30 || Estimated Time: 4 days, 2:32:17
2023-07-29 05:41:56,977 semantic_segmentation INFO: Iters: 43300/150000 || Lr: 0.014720 || Task Loss: 0.2060 || KD Loss: 0.0516|| 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, 15:59:03 || Estimated Time: 4 days, 2:31:43
2023-07-29 05:42:30,225 semantic_segmentation INFO: Iters: 43310/150000 || Lr: 0.014718 || Task Loss: 0.1633 || KD Loss: 0.0471|| 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, 15:59:37 || Estimated Time: 4 days, 2:31:10
2023-07-29 05:43:03,457 semantic_segmentation INFO: Iters: 43320/150000 || Lr: 0.014717 || Task Loss: 0.2635 || KD Loss: 0.0638|| 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, 16:00:10 || Estimated Time: 4 days, 2:30:37
2023-07-29 05:43:36,714 semantic_segmentation INFO: Iters: 43330/150000 || Lr: 0.014716 || Task Loss: 0.2535 || KD Loss: 0.0751|| 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: 1 day, 16:00:43 || Estimated Time: 4 days, 2:30:04
2023-07-29 05:44:09,957 semantic_segmentation INFO: Iters: 43340/150000 || Lr: 0.014715 || Task Loss: 0.2155 || KD Loss: 0.0537|| 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, 16:01:16 || Estimated Time: 4 days, 2:29:31
2023-07-29 05:44:46,488 semantic_segmentation INFO: Iters: 43350/150000 || Lr: 0.014714 || Task Loss: 0.2627 || KD Loss: 0.0785|| 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, 16:01:53 || Estimated Time: 4 days, 2:29:05
2023-07-29 05:45:19,751 semantic_segmentation INFO: Iters: 43360/150000 || Lr: 0.014712 || Task Loss: 0.2777 || KD Loss: 0.0749|| 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: 1 day, 16:02:26 || Estimated Time: 4 days, 2:28:32
2023-07-29 05:45:53,038 semantic_segmentation INFO: Iters: 43370/150000 || Lr: 0.014711 || Task Loss: 0.1806 || KD Loss: 0.0492|| 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, 16:02:59 || Estimated Time: 4 days, 2:27:59
2023-07-29 05:46:26,286 semantic_segmentation INFO: Iters: 43380/150000 || Lr: 0.014710 || Task Loss: 0.1622 || KD Loss: 0.0390|| 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, 16:03:33 || Estimated Time: 4 days, 2:27:26
2023-07-29 05:46:59,544 semantic_segmentation INFO: Iters: 43390/150000 || Lr: 0.014709 || Task Loss: 0.1681 || KD Loss: 0.0594|| 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, 16:04:06 || Estimated Time: 4 days, 2:26:53
2023-07-29 05:47:32,849 semantic_segmentation INFO: Iters: 43400/150000 || Lr: 0.014707 || Task Loss: 0.1605 || KD Loss: 0.0527|| 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, 16:04:39 || Estimated Time: 4 days, 2:26:19
2023-07-29 05:48:06,150 semantic_segmentation INFO: Iters: 43410/150000 || Lr: 0.014706 || Task Loss: 0.2501 || KD Loss: 0.0537|| 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, 16:05:13 || Estimated Time: 4 days, 2:25:46
2023-07-29 05:48:39,404 semantic_segmentation INFO: Iters: 43420/150000 || Lr: 0.014705 || Task Loss: 0.2553 || KD Loss: 0.0669|| 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, 16:05:46 || Estimated Time: 4 days, 2:25:13
2023-07-29 05:49:12,618 semantic_segmentation INFO: Iters: 43430/150000 || Lr: 0.014704 || Task Loss: 0.2377 || KD Loss: 0.0707|| 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, 16:06:19 || Estimated Time: 4 days, 2:24:40
2023-07-29 05:49:45,886 semantic_segmentation INFO: Iters: 43440/150000 || Lr: 0.014702 || Task Loss: 0.3007 || KD Loss: 0.0996|| 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, 16:06:52 || Estimated Time: 4 days, 2:24:07
2023-07-29 05:50:19,239 semantic_segmentation INFO: Iters: 43450/150000 || Lr: 0.014701 || Task Loss: 0.2612 || KD Loss: 0.0732|| 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, 16:07:26 || Estimated Time: 4 days, 2:23:34
2023-07-29 05:50:52,569 semantic_segmentation INFO: Iters: 43460/150000 || Lr: 0.014700 || Task Loss: 0.1839 || KD Loss: 0.0547|| 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, 16:07:59 || Estimated Time: 4 days, 2:23:01
2023-07-29 05:51:25,920 semantic_segmentation INFO: Iters: 43470/150000 || Lr: 0.014699 || Task Loss: 0.2528 || KD Loss: 0.0574|| 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, 16:08:32 || Estimated Time: 4 days, 2:22:28
2023-07-29 05:51:59,218 semantic_segmentation INFO: Iters: 43480/150000 || Lr: 0.014697 || Task Loss: 0.2292 || KD Loss: 0.0484|| 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: 1 day, 16:09:06 || Estimated Time: 4 days, 2:21:55
2023-07-29 05:52:32,509 semantic_segmentation INFO: Iters: 43490/150000 || Lr: 0.014696 || Task Loss: 0.1611 || KD Loss: 0.0429|| 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: 1 day, 16:09:39 || Estimated Time: 4 days, 2:21:21
2023-07-29 05:53:05,780 semantic_segmentation INFO: Iters: 43500/150000 || Lr: 0.014695 || Task Loss: 0.1980 || KD Loss: 0.0500|| 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, 16:10:12 || Estimated Time: 4 days, 2:20:48
2023-07-29 05:53:39,055 semantic_segmentation INFO: Iters: 43510/150000 || Lr: 0.014694 || Task Loss: 0.2452 || KD Loss: 0.0814|| 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, 16:10:45 || Estimated Time: 4 days, 2:20:15
2023-07-29 05:54:12,336 semantic_segmentation INFO: Iters: 43520/150000 || Lr: 0.014692 || Task Loss: 0.3558 || KD Loss: 0.0918|| 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, 16:11:19 || Estimated Time: 4 days, 2:19:42
2023-07-29 05:54:45,655 semantic_segmentation INFO: Iters: 43530/150000 || Lr: 0.014691 || Task Loss: 0.1961 || KD Loss: 0.0395|| 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, 16:11:52 || Estimated Time: 4 days, 2:19:09
2023-07-29 05:55:18,959 semantic_segmentation INFO: Iters: 43540/150000 || Lr: 0.014690 || Task Loss: 0.2101 || KD Loss: 0.0832|| 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, 16:12:25 || Estimated Time: 4 days, 2:18:36
2023-07-29 05:55:52,261 semantic_segmentation INFO: Iters: 43550/150000 || Lr: 0.014689 || Task Loss: 0.3146 || KD Loss: 0.0865|| 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, 16:12:59 || Estimated Time: 4 days, 2:18:03
2023-07-29 05:56:25,563 semantic_segmentation INFO: Iters: 43560/150000 || Lr: 0.014687 || Task Loss: 0.2539 || KD Loss: 0.0762|| 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, 16:13:32 || Estimated Time: 4 days, 2:17:30
2023-07-29 05:56:58,836 semantic_segmentation INFO: Iters: 43570/150000 || Lr: 0.014686 || Task Loss: 0.2541 || KD Loss: 0.0567|| 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, 16:14:05 || Estimated Time: 4 days, 2:16:56
2023-07-29 05:57:32,159 semantic_segmentation INFO: Iters: 43580/150000 || Lr: 0.014685 || Task Loss: 0.2186 || KD Loss: 0.0642|| 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, 16:14:39 || Estimated Time: 4 days, 2:16:23
2023-07-29 05:58:05,326 semantic_segmentation INFO: Iters: 43590/150000 || Lr: 0.014684 || Task Loss: 0.2543 || KD Loss: 0.0925|| 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, 16:15:12 || Estimated Time: 4 days, 2:15:50
2023-07-29 05:58:38,645 semantic_segmentation INFO: Iters: 43600/150000 || Lr: 0.014682 || Task Loss: 0.2460 || KD Loss: 0.0715|| 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, 16:15:45 || Estimated Time: 4 days, 2:15:17
2023-07-29 05:59:11,862 semantic_segmentation INFO: Iters: 43610/150000 || Lr: 0.014681 || Task Loss: 0.2138 || KD Loss: 0.0594|| 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, 16:16:18 || Estimated Time: 4 days, 2:14:44
2023-07-29 05:59:45,109 semantic_segmentation INFO: Iters: 43620/150000 || Lr: 0.014680 || Task Loss: 0.1753 || KD Loss: 0.0522|| 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, 16:16:51 || Estimated Time: 4 days, 2:14:10
2023-07-29 06:00:18,321 semantic_segmentation INFO: Iters: 43630/150000 || Lr: 0.014679 || Task Loss: 0.3996 || KD Loss: 0.1349|| 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, 16:17:25 || Estimated Time: 4 days, 2:13:37
2023-07-29 06:00:51,644 semantic_segmentation INFO: Iters: 43640/150000 || Lr: 0.014677 || Task Loss: 0.3377 || KD Loss: 0.1413|| 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, 16:17:58 || Estimated Time: 4 days, 2:13:04
2023-07-29 06:01:24,936 semantic_segmentation INFO: Iters: 43650/150000 || Lr: 0.014676 || Task Loss: 0.1769 || KD Loss: 0.0691|| 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, 16:18:31 || Estimated Time: 4 days, 2:12:31
2023-07-29 06:01:58,251 semantic_segmentation INFO: Iters: 43660/150000 || Lr: 0.014675 || Task Loss: 0.2391 || KD Loss: 0.0735|| 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, 16:19:05 || Estimated Time: 4 days, 2:11:58
2023-07-29 06:02:31,548 semantic_segmentation INFO: Iters: 43670/150000 || Lr: 0.014674 || Task Loss: 0.2666 || KD Loss: 0.0752|| 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, 16:19:38 || Estimated Time: 4 days, 2:11:25
2023-07-29 06:03:04,757 semantic_segmentation INFO: Iters: 43680/150000 || Lr: 0.014673 || Task Loss: 0.3156 || KD Loss: 0.1140|| 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, 16:20:11 || Estimated Time: 4 days, 2:10:51
2023-07-29 06:03:38,000 semantic_segmentation INFO: Iters: 43690/150000 || Lr: 0.014671 || Task Loss: 0.2279 || KD Loss: 0.0881|| 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, 16:20:44 || Estimated Time: 4 days, 2:10:18
2023-07-29 06:04:11,255 semantic_segmentation INFO: Iters: 43700/150000 || Lr: 0.014670 || Task Loss: 0.2301 || KD Loss: 0.0833|| 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, 16:21:18 || Estimated Time: 4 days, 2:09:45
2023-07-29 06:04:44,517 semantic_segmentation INFO: Iters: 43710/150000 || Lr: 0.014669 || Task Loss: 0.1906 || KD Loss: 0.0524|| 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, 16:21:51 || Estimated Time: 4 days, 2:09:12
2023-07-29 06:05:17,821 semantic_segmentation INFO: Iters: 43720/150000 || Lr: 0.014668 || Task Loss: 0.2721 || KD Loss: 0.0972|| 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, 16:22:24 || Estimated Time: 4 days, 2:08:39
2023-07-29 06:05:51,021 semantic_segmentation INFO: Iters: 43730/150000 || Lr: 0.014666 || Task Loss: 0.2114 || KD Loss: 0.0590|| 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, 16:22:57 || Estimated Time: 4 days, 2:08:05
2023-07-29 06:06:24,310 semantic_segmentation INFO: Iters: 43740/150000 || Lr: 0.014665 || Task Loss: 0.2710 || KD Loss: 0.1136|| 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, 16:23:31 || Estimated Time: 4 days, 2:07:32
2023-07-29 06:06:57,594 semantic_segmentation INFO: Iters: 43750/150000 || Lr: 0.014664 || Task Loss: 0.2975 || KD Loss: 0.0726|| 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: 1 day, 16:24:04 || Estimated Time: 4 days, 2:06:59
2023-07-29 06:07:30,849 semantic_segmentation INFO: Iters: 43760/150000 || Lr: 0.014663 || Task Loss: 0.3287 || KD Loss: 0.1161|| 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, 16:24:37 || Estimated Time: 4 days, 2:06:26
2023-07-29 06:08:04,151 semantic_segmentation INFO: Iters: 43770/150000 || Lr: 0.014661 || Task Loss: 0.2859 || KD Loss: 0.1205|| 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, 16:25:11 || Estimated Time: 4 days, 2:05:53
2023-07-29 06:08:37,344 semantic_segmentation INFO: Iters: 43780/150000 || Lr: 0.014660 || Task Loss: 0.2016 || KD Loss: 0.0575|| 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, 16:25:44 || Estimated Time: 4 days, 2:05:19
2023-07-29 06:09:13,943 semantic_segmentation INFO: Iters: 43790/150000 || Lr: 0.014659 || Task Loss: 0.2163 || KD Loss: 0.0543|| 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, 16:26:20 || Estimated Time: 4 days, 2:04:54
2023-07-29 06:09:47,150 semantic_segmentation INFO: Iters: 43800/150000 || Lr: 0.014658 || Task Loss: 0.1771 || KD Loss: 0.0419|| 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, 16:26:54 || Estimated Time: 4 days, 2:04:21
2023-07-29 06:10:20,434 semantic_segmentation INFO: Iters: 43810/150000 || Lr: 0.014656 || Task Loss: 0.2628 || KD Loss: 0.0886|| 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, 16:27:27 || Estimated Time: 4 days, 2:03:48
2023-07-29 06:10:53,691 semantic_segmentation INFO: Iters: 43820/150000 || Lr: 0.014655 || Task Loss: 0.3733 || KD Loss: 0.1477|| 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: 1 day, 16:28:00 || Estimated Time: 4 days, 2:03:14
2023-07-29 06:11:27,089 semantic_segmentation INFO: Iters: 43830/150000 || Lr: 0.014654 || Task Loss: 0.2202 || KD Loss: 0.0682|| 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, 16:28:33 || Estimated Time: 4 days, 2:02:41
2023-07-29 06:12:00,325 semantic_segmentation INFO: Iters: 43840/150000 || Lr: 0.014653 || Task Loss: 0.2506 || KD Loss: 0.0660|| 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, 16:29:07 || Estimated Time: 4 days, 2:02:08
2023-07-29 06:12:33,567 semantic_segmentation INFO: Iters: 43850/150000 || Lr: 0.014651 || Task Loss: 0.2466 || KD Loss: 0.0540|| 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, 16:29:40 || Estimated Time: 4 days, 2:01:35
2023-07-29 06:13:06,887 semantic_segmentation INFO: Iters: 43860/150000 || Lr: 0.014650 || Task Loss: 0.2896 || KD Loss: 0.1087|| 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: 1 day, 16:30:13 || Estimated Time: 4 days, 2:01:02
2023-07-29 06:13:40,095 semantic_segmentation INFO: Iters: 43870/150000 || Lr: 0.014649 || Task Loss: 0.1847 || KD Loss: 0.0462|| 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, 16:30:46 || Estimated Time: 4 days, 2:00:29
2023-07-29 06:14:13,358 semantic_segmentation INFO: Iters: 43880/150000 || Lr: 0.014648 || Task Loss: 0.1808 || KD Loss: 0.0564|| 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, 16:31:20 || Estimated Time: 4 days, 1:59:55
2023-07-29 06:14:46,612 semantic_segmentation INFO: Iters: 43890/150000 || Lr: 0.014646 || Task Loss: 0.2702 || KD Loss: 0.0867|| 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, 16:31:53 || Estimated Time: 4 days, 1:59:22
2023-07-29 06:15:19,873 semantic_segmentation INFO: Iters: 43900/150000 || Lr: 0.014645 || Task Loss: 0.2149 || KD Loss: 0.0685|| 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, 16:32:26 || Estimated Time: 4 days, 1:58:49
2023-07-29 06:15:53,177 semantic_segmentation INFO: Iters: 43910/150000 || Lr: 0.014644 || Task Loss: 0.2359 || KD Loss: 0.0699|| 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, 16:33:00 || Estimated Time: 4 days, 1:58:16
2023-07-29 06:16:26,520 semantic_segmentation INFO: Iters: 43920/150000 || Lr: 0.014643 || Task Loss: 0.2347 || KD Loss: 0.0543|| 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: 1 day, 16:33:33 || Estimated Time: 4 days, 1:57:43
2023-07-29 06:16:59,736 semantic_segmentation INFO: Iters: 43930/150000 || Lr: 0.014641 || Task Loss: 0.2841 || KD Loss: 0.0972|| 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, 16:34:06 || Estimated Time: 4 days, 1:57:10
2023-07-29 06:17:33,072 semantic_segmentation INFO: Iters: 43940/150000 || Lr: 0.014640 || Task Loss: 0.1564 || KD Loss: 0.0476|| 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, 16:34:39 || Estimated Time: 4 days, 1:56:36
2023-07-29 06:18:06,298 semantic_segmentation INFO: Iters: 43950/150000 || Lr: 0.014639 || Task Loss: 0.2613 || KD Loss: 0.0864|| 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: 1 day, 16:35:13 || Estimated Time: 4 days, 1:56:03
2023-07-29 06:18:39,628 semantic_segmentation INFO: Iters: 43960/150000 || Lr: 0.014638 || Task Loss: 0.2544 || KD Loss: 0.0650|| 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: 1 day, 16:35:46 || Estimated Time: 4 days, 1:55:30
2023-07-29 06:19:12,832 semantic_segmentation INFO: Iters: 43970/150000 || Lr: 0.014637 || Task Loss: 0.1885 || KD Loss: 0.0526|| 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, 16:36:19 || Estimated Time: 4 days, 1:54:57
2023-07-29 06:19:46,030 semantic_segmentation INFO: Iters: 43980/150000 || Lr: 0.014635 || Task Loss: 0.2452 || KD Loss: 0.0536|| 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, 16:36:52 || Estimated Time: 4 days, 1:54:24
2023-07-29 06:20:19,339 semantic_segmentation INFO: Iters: 43990/150000 || Lr: 0.014634 || Task Loss: 0.2298 || KD Loss: 0.0555|| 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, 16:37:26 || Estimated Time: 4 days, 1:53:50
2023-07-29 06:20:52,557 semantic_segmentation INFO: Iters: 44000/150000 || Lr: 0.014633 || Task Loss: 0.2401 || KD Loss: 0.0569|| 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: 1 day, 16:37:59 || Estimated Time: 4 days, 1:53:17
2023-07-29 06:20:52,629 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 06:20:53,448 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.408
2023-07-29 06:20:53,649 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.514
2023-07-29 06:20:53,758 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.503
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2023-07-29 06:21:37,554 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.943, mIoU: 0.656
2023-07-29 06:21:37,672 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.943, mIoU: 0.656
2023-07-29 06:21:37,793 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.943, mIoU: 0.656
2023-07-29 06:21:37,910 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.944, mIoU: 0.656
2023-07-29 06:21:38,026 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.944, mIoU: 0.656
2023-07-29 06:21:38,142 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.944, mIoU: 0.656
2023-07-29 06:21:38,260 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.944, mIoU: 0.656
2023-07-29 06:21:38,376 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.944, mIoU: 0.656
2023-07-29 06:21:38,489 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.944, mIoU: 0.656
2023-07-29 06:21:38,605 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.944, mIoU: 0.656
2023-07-29 06:21:38,719 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.944, mIoU: 0.656
2023-07-29 06:21:38,835 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.944, mIoU: 0.656
2023-07-29 06:21:38,948 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.944, mIoU: 0.656
2023-07-29 06:21:39,062 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.944, mIoU: 0.657
2023-07-29 06:21:39,178 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.944, mIoU: 0.657
2023-07-29 06:21:39,293 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.944, mIoU: 0.657
2023-07-29 06:21:39,408 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.944, mIoU: 0.657
2023-07-29 06:21:39,521 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.944, mIoU: 0.657
2023-07-29 06:21:39,639 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.944, mIoU: 0.657
2023-07-29 06:21:39,753 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.944, mIoU: 0.657
2023-07-29 06:21:39,873 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.944, mIoU: 0.658
2023-07-29 06:21:39,983 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.945, mIoU: 0.658
2023-07-29 06:21:40,095 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.945, mIoU: 0.658
2023-07-29 06:21:40,209 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.945, mIoU: 0.658
2023-07-29 06:21:40,325 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.945, mIoU: 0.658
2023-07-29 06:21:40,438 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.945, mIoU: 0.658
2023-07-29 06:21:40,553 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.945, mIoU: 0.658
2023-07-29 06:21:40,666 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.945, mIoU: 0.659
2023-07-29 06:21:40,782 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.945, mIoU: 0.659
2023-07-29 06:21:40,894 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.945, mIoU: 0.659
2023-07-29 06:21:41,007 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.945, mIoU: 0.659
2023-07-29 06:21:41,124 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.945, mIoU: 0.658
2023-07-29 06:21:41,236 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.945, mIoU: 0.659
2023-07-29 06:21:41,348 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.945, mIoU: 0.659
2023-07-29 06:21:41,461 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.945, mIoU: 0.659
2023-07-29 06:21:41,576 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.945, mIoU: 0.659
2023-07-29 06:21:41,686 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.945, mIoU: 0.659
2023-07-29 06:21:41,794 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.945, mIoU: 0.659
2023-07-29 06:21:41,900 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.945, mIoU: 0.659
2023-07-29 06:21:42,005 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.945, mIoU: 0.659
2023-07-29 06:21:42,110 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.945, mIoU: 0.659
2023-07-29 06:21:42,214 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.945, mIoU: 0.659
2023-07-29 06:21:42,317 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.946, mIoU: 0.659
2023-07-29 06:21:42,421 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.946, mIoU: 0.659
2023-07-29 06:21:42,525 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.946, mIoU: 0.659
2023-07-29 06:21:42,629 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.946, mIoU: 0.659
2023-07-29 06:21:42,733 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.946, mIoU: 0.659
2023-07-29 06:21:42,836 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.946, mIoU: 0.659
2023-07-29 06:21:42,941 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.946, mIoU: 0.659
2023-07-29 06:21:43,049 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.946, mIoU: 0.659
2023-07-29 06:21:43,154 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.946, mIoU: 0.659
2023-07-29 06:21:43,268 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.946, mIoU: 0.659
2023-07-29 06:21:43,385 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.946, mIoU: 0.660
2023-07-29 06:21:43,501 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.946, mIoU: 0.660
2023-07-29 06:21:43,617 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.946, mIoU: 0.659
2023-07-29 06:21:43,733 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.946, mIoU: 0.659
2023-07-29 06:21:43,847 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.946, mIoU: 0.660
2023-07-29 06:21:43,964 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.946, mIoU: 0.661
2023-07-29 06:21:44,080 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.946, mIoU: 0.661
2023-07-29 06:21:44,197 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.946, mIoU: 0.661
2023-07-29 06:21:44,312 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.946, mIoU: 0.661
2023-07-29 06:21:44,427 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.946, mIoU: 0.661
2023-07-29 06:21:44,539 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.946, mIoU: 0.662
2023-07-29 06:21:44,654 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.946, mIoU: 0.662
2023-07-29 06:21:44,771 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.946, mIoU: 0.662
2023-07-29 06:21:44,890 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.947, mIoU: 0.662
2023-07-29 06:21:45,004 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.947, mIoU: 0.663
2023-07-29 06:21:45,117 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.947, mIoU: 0.663
2023-07-29 06:21:45,233 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.947, mIoU: 0.663
2023-07-29 06:21:45,345 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.947, mIoU: 0.663
2023-07-29 06:21:45,458 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.947, mIoU: 0.663
2023-07-29 06:21:45,573 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.947, mIoU: 0.663
2023-07-29 06:21:45,685 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.947, mIoU: 0.663
2023-07-29 06:21:45,799 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.947, mIoU: 0.662
2023-07-29 06:21:45,915 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.947, mIoU: 0.662
2023-07-29 06:21:46,027 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.947, mIoU: 0.662
2023-07-29 06:21:46,142 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.947, mIoU: 0.663
2023-07-29 06:21:46,257 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.947, mIoU: 0.663
2023-07-29 06:21:46,371 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.947, mIoU: 0.663
2023-07-29 06:21:46,485 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.947, mIoU: 0.663
2023-07-29 06:21:46,602 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.947, mIoU: 0.663
2023-07-29 06:21:46,717 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.947, mIoU: 0.663
2023-07-29 06:21:46,828 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.947, mIoU: 0.663
2023-07-29 06:21:46,944 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.947, mIoU: 0.663
2023-07-29 06:21:47,060 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.947, mIoU: 0.663
2023-07-29 06:21:47,174 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.947, mIoU: 0.663
2023-07-29 06:21:47,286 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.947, mIoU: 0.663
2023-07-29 06:21:47,401 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.947, mIoU: 0.663
2023-07-29 06:21:47,523 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.947, mIoU: 0.663
2023-07-29 06:21:47,638 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.947, mIoU: 0.664
2023-07-29 06:21:47,750 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.947, mIoU: 0.664
2023-07-29 06:21:47,857 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.947, mIoU: 0.664
2023-07-29 06:21:47,971 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.947, mIoU: 0.664
2023-07-29 06:21:48,082 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.947, mIoU: 0.664
2023-07-29 06:21:48,194 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.947, mIoU: 0.664
2023-07-29 06:21:48,308 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.947, mIoU: 0.664
2023-07-29 06:21:48,418 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.947, mIoU: 0.664
2023-07-29 06:21:48,530 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.947, mIoU: 0.664
2023-07-29 06:21:48,644 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.947, mIoU: 0.664
2023-07-29 06:21:48,757 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.947, mIoU: 0.664
2023-07-29 06:21:48,864 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.947, mIoU: 0.664
2023-07-29 06:21:48,973 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.664
2023-07-29 06:21:49,078 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.664
2023-07-29 06:22:22,790 semantic_segmentation INFO: Iters: 44010/150000 || Lr: 0.014632 || Task Loss: 0.2086 || KD Loss: 0.0518|| 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, 16:39:29 || Estimated Time: 4 days, 1:55:01
2023-07-29 06:22:56,010 semantic_segmentation INFO: Iters: 44020/150000 || Lr: 0.014630 || Task Loss: 0.1741 || KD Loss: 0.0586|| 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, 16:40:02 || Estimated Time: 4 days, 1:54:28
2023-07-29 06:23:29,244 semantic_segmentation INFO: Iters: 44030/150000 || Lr: 0.014629 || Task Loss: 0.1802 || KD Loss: 0.0788|| 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, 16:40:36 || Estimated Time: 4 days, 1:53:54
2023-07-29 06:24:02,419 semantic_segmentation INFO: Iters: 44040/150000 || Lr: 0.014628 || Task Loss: 0.1833 || KD Loss: 0.0747|| 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, 16:41:09 || Estimated Time: 4 days, 1:53:21
2023-07-29 06:24:35,667 semantic_segmentation INFO: Iters: 44050/150000 || Lr: 0.014627 || Task Loss: 0.2565 || KD Loss: 0.1222|| 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, 16:41:42 || Estimated Time: 4 days, 1:52:48
2023-07-29 06:25:08,926 semantic_segmentation INFO: Iters: 44060/150000 || Lr: 0.014625 || Task Loss: 0.2385 || KD Loss: 0.0814|| 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: 1 day, 16:42:15 || Estimated Time: 4 days, 1:52:14
2023-07-29 06:25:42,107 semantic_segmentation INFO: Iters: 44070/150000 || Lr: 0.014624 || Task Loss: 0.3902 || KD Loss: 0.1117|| 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: 1 day, 16:42:48 || Estimated Time: 4 days, 1:51:41
2023-07-29 06:26:15,303 semantic_segmentation INFO: Iters: 44080/150000 || Lr: 0.014623 || Task Loss: 0.2191 || KD Loss: 0.0574|| 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: 1 day, 16:43:22 || Estimated Time: 4 days, 1:51:08
2023-07-29 06:26:48,542 semantic_segmentation INFO: Iters: 44090/150000 || Lr: 0.014622 || Task Loss: 0.2366 || KD Loss: 0.0681|| 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, 16:43:55 || Estimated Time: 4 days, 1:50:34
2023-07-29 06:27:21,870 semantic_segmentation INFO: Iters: 44100/150000 || Lr: 0.014620 || Task Loss: 0.3495 || KD Loss: 0.0820|| 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: 1 day, 16:44:28 || Estimated Time: 4 days, 1:50:01
2023-07-29 06:27:55,131 semantic_segmentation INFO: Iters: 44110/150000 || Lr: 0.014619 || Task Loss: 0.2055 || KD Loss: 0.0546|| 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, 16:45:01 || Estimated Time: 4 days, 1:49:28
2023-07-29 06:28:28,438 semantic_segmentation INFO: Iters: 44120/150000 || Lr: 0.014618 || Task Loss: 0.2970 || KD Loss: 0.1080|| 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, 16:45:35 || Estimated Time: 4 days, 1:48:55
2023-07-29 06:29:01,647 semantic_segmentation INFO: Iters: 44130/150000 || Lr: 0.014617 || Task Loss: 0.4075 || KD Loss: 0.2043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1424|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:46:08 || Estimated Time: 4 days, 1:48:21
2023-07-29 06:29:34,992 semantic_segmentation INFO: Iters: 44140/150000 || Lr: 0.014615 || Task Loss: 0.3471 || KD Loss: 0.1008|| 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: 1 day, 16:46:41 || Estimated Time: 4 days, 1:47:48
2023-07-29 06:30:08,227 semantic_segmentation INFO: Iters: 44150/150000 || Lr: 0.014614 || Task Loss: 0.2445 || KD Loss: 0.0675|| 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, 16:47:15 || Estimated Time: 4 days, 1:47:15
2023-07-29 06:30:41,476 semantic_segmentation INFO: Iters: 44160/150000 || Lr: 0.014613 || Task Loss: 0.2441 || KD Loss: 0.0765|| 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, 16:47:48 || Estimated Time: 4 days, 1:46:42
2023-07-29 06:31:14,704 semantic_segmentation INFO: Iters: 44170/150000 || Lr: 0.014612 || Task Loss: 0.2377 || KD Loss: 0.0707|| 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, 16:48:21 || Estimated Time: 4 days, 1:46:08
2023-07-29 06:31:47,935 semantic_segmentation INFO: Iters: 44180/150000 || Lr: 0.014610 || Task Loss: 0.3444 || KD Loss: 0.1027|| 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: 1 day, 16:48:54 || Estimated Time: 4 days, 1:45:35
2023-07-29 06:32:21,290 semantic_segmentation INFO: Iters: 44190/150000 || Lr: 0.014609 || Task Loss: 0.2194 || KD Loss: 0.0540|| 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, 16:49:28 || Estimated Time: 4 days, 1:45:02
2023-07-29 06:32:54,565 semantic_segmentation INFO: Iters: 44200/150000 || Lr: 0.014608 || Task Loss: 0.2884 || KD Loss: 0.1030|| 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: 1 day, 16:50:01 || Estimated Time: 4 days, 1:44:29
2023-07-29 06:33:29,942 semantic_segmentation INFO: Iters: 44210/150000 || Lr: 0.014607 || Task Loss: 0.3542 || KD Loss: 0.1373|| 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, 16:50:36 || Estimated Time: 4 days, 1:44:00
2023-07-29 06:34:04,360 semantic_segmentation INFO: Iters: 44220/150000 || Lr: 0.014605 || Task Loss: 0.2025 || KD Loss: 0.0616|| 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, 16:51:11 || Estimated Time: 4 days, 1:43:30
2023-07-29 06:34:37,669 semantic_segmentation INFO: Iters: 44230/150000 || Lr: 0.014604 || Task Loss: 0.2369 || KD Loss: 0.0821|| 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: 1 day, 16:51:44 || Estimated Time: 4 days, 1:42:57
2023-07-29 06:35:10,893 semantic_segmentation INFO: Iters: 44240/150000 || Lr: 0.014603 || Task Loss: 0.2457 || KD Loss: 0.0599|| 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, 16:52:17 || Estimated Time: 4 days, 1:42:24
2023-07-29 06:35:44,231 semantic_segmentation INFO: Iters: 44250/150000 || Lr: 0.014602 || Task Loss: 0.2654 || KD Loss: 0.0927|| 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, 16:52:51 || Estimated Time: 4 days, 1:41:51
2023-07-29 06:36:17,554 semantic_segmentation INFO: Iters: 44260/150000 || Lr: 0.014600 || Task Loss: 0.2087 || KD Loss: 0.0672|| 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, 16:53:24 || Estimated Time: 4 days, 1:41:18
2023-07-29 06:36:50,847 semantic_segmentation INFO: Iters: 44270/150000 || Lr: 0.014599 || Task Loss: 0.3403 || KD Loss: 0.0762|| 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, 16:53:57 || Estimated Time: 4 days, 1:40:44
2023-07-29 06:37:24,226 semantic_segmentation INFO: Iters: 44280/150000 || Lr: 0.014598 || Task Loss: 0.2457 || KD Loss: 0.0623|| 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, 16:54:31 || Estimated Time: 4 days, 1:40:11
2023-07-29 06:37:57,558 semantic_segmentation INFO: Iters: 44290/150000 || Lr: 0.014597 || Task Loss: 0.1952 || KD Loss: 0.0821|| 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, 16:55:04 || Estimated Time: 4 days, 1:39:38
2023-07-29 06:38:30,874 semantic_segmentation INFO: Iters: 44300/150000 || Lr: 0.014596 || Task Loss: 0.2138 || KD Loss: 0.1009|| 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, 16:55:37 || Estimated Time: 4 days, 1:39:05
2023-07-29 06:39:04,232 semantic_segmentation INFO: Iters: 44310/150000 || Lr: 0.014594 || Task Loss: 0.2425 || KD Loss: 0.0699|| 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: 1 day, 16:56:11 || Estimated Time: 4 days, 1:38:32
2023-07-29 06:39:37,568 semantic_segmentation INFO: Iters: 44320/150000 || Lr: 0.014593 || Task Loss: 0.2249 || KD Loss: 0.0689|| 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, 16:56:44 || Estimated Time: 4 days, 1:37:59
2023-07-29 06:40:10,860 semantic_segmentation INFO: Iters: 44330/150000 || Lr: 0.014592 || Task Loss: 0.2176 || KD Loss: 0.1087|| 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, 16:57:17 || Estimated Time: 4 days, 1:37:26
2023-07-29 06:40:44,208 semantic_segmentation INFO: Iters: 44340/150000 || Lr: 0.014591 || Task Loss: 0.2323 || KD Loss: 0.0804|| 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, 16:57:51 || Estimated Time: 4 days, 1:36:53
2023-07-29 06:41:17,523 semantic_segmentation INFO: Iters: 44350/150000 || Lr: 0.014589 || Task Loss: 0.2400 || KD Loss: 0.0872|| 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, 16:58:24 || Estimated Time: 4 days, 1:36:20
2023-07-29 06:41:50,881 semantic_segmentation INFO: Iters: 44360/150000 || Lr: 0.014588 || Task Loss: 0.3504 || KD Loss: 0.0711|| 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: 1 day, 16:58:57 || Estimated Time: 4 days, 1:35:47
2023-07-29 06:42:24,275 semantic_segmentation INFO: Iters: 44370/150000 || Lr: 0.014587 || Task Loss: 0.2130 || KD Loss: 0.0543|| 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, 16:59:31 || Estimated Time: 4 days, 1:35:14
2023-07-29 06:42:57,724 semantic_segmentation INFO: Iters: 44380/150000 || Lr: 0.014586 || Task Loss: 0.2208 || KD Loss: 0.0496|| 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: 1 day, 17:00:04 || Estimated Time: 4 days, 1:34:41
2023-07-29 06:43:31,109 semantic_segmentation INFO: Iters: 44390/150000 || Lr: 0.014584 || Task Loss: 0.6390 || KD Loss: 0.2907|| 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: 1 day, 17:00:37 || Estimated Time: 4 days, 1:34:08
2023-07-29 06:44:04,487 semantic_segmentation INFO: Iters: 44400/150000 || Lr: 0.014583 || Task Loss: 0.1897 || KD Loss: 0.0499|| 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, 17:01:11 || Estimated Time: 4 days, 1:33:35
2023-07-29 06:44:37,804 semantic_segmentation INFO: Iters: 44410/150000 || Lr: 0.014582 || Task Loss: 0.2189 || KD Loss: 0.0674|| 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, 17:01:44 || Estimated Time: 4 days, 1:33:02
2023-07-29 06:45:11,156 semantic_segmentation INFO: Iters: 44420/150000 || Lr: 0.014581 || Task Loss: 0.2179 || KD Loss: 0.0533|| 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: 1 day, 17:02:18 || Estimated Time: 4 days, 1:32:29
2023-07-29 06:45:44,647 semantic_segmentation INFO: Iters: 44430/150000 || Lr: 0.014579 || Task Loss: 0.2952 || KD Loss: 0.1104|| 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, 17:02:51 || Estimated Time: 4 days, 1:31:56
2023-07-29 06:46:17,955 semantic_segmentation INFO: Iters: 44440/150000 || Lr: 0.014578 || Task Loss: 0.1425 || KD Loss: 0.0452|| 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, 17:03:24 || Estimated Time: 4 days, 1:31:23
2023-07-29 06:46:51,293 semantic_segmentation INFO: Iters: 44450/150000 || Lr: 0.014577 || Task Loss: 0.3010 || KD Loss: 0.0871|| 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, 17:03:58 || Estimated Time: 4 days, 1:30:50
2023-07-29 06:47:24,783 semantic_segmentation INFO: Iters: 44460/150000 || Lr: 0.014576 || Task Loss: 0.3062 || KD Loss: 0.0865|| 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, 17:04:31 || Estimated Time: 4 days, 1:30:17
2023-07-29 06:47:58,148 semantic_segmentation INFO: Iters: 44470/150000 || Lr: 0.014574 || Task Loss: 0.2493 || KD Loss: 0.0947|| 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, 17:05:05 || Estimated Time: 4 days, 1:29:44
2023-07-29 06:48:31,618 semantic_segmentation INFO: Iters: 44480/150000 || Lr: 0.014573 || Task Loss: 0.1958 || KD Loss: 0.0490|| 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: 1 day, 17:05:38 || Estimated Time: 4 days, 1:29:11
2023-07-29 06:49:04,915 semantic_segmentation INFO: Iters: 44490/150000 || Lr: 0.014572 || Task Loss: 0.3303 || KD Loss: 0.1247|| 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: 1 day, 17:06:11 || Estimated Time: 4 days, 1:28:38
2023-07-29 06:49:38,223 semantic_segmentation INFO: Iters: 44500/150000 || Lr: 0.014571 || Task Loss: 0.2191 || KD Loss: 0.0769|| 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, 17:06:45 || Estimated Time: 4 days, 1:28:05
2023-07-29 06:50:11,591 semantic_segmentation INFO: Iters: 44510/150000 || Lr: 0.014569 || Task Loss: 0.2837 || KD Loss: 0.0901|| 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, 17:07:18 || Estimated Time: 4 days, 1:27:32
2023-07-29 06:50:45,006 semantic_segmentation INFO: Iters: 44520/150000 || Lr: 0.014568 || Task Loss: 0.2952 || KD Loss: 0.0694|| 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, 17:07:51 || Estimated Time: 4 days, 1:26:59
2023-07-29 06:51:18,405 semantic_segmentation INFO: Iters: 44530/150000 || Lr: 0.014567 || Task Loss: 0.2348 || KD Loss: 0.0815|| 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, 17:08:25 || Estimated Time: 4 days, 1:26:26
2023-07-29 06:51:51,758 semantic_segmentation INFO: Iters: 44540/150000 || Lr: 0.014566 || Task Loss: 0.2349 || KD Loss: 0.0651|| 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, 17:08:58 || Estimated Time: 4 days, 1:25:53
2023-07-29 06:52:25,185 semantic_segmentation INFO: Iters: 44550/150000 || Lr: 0.014564 || Task Loss: 0.2640 || KD Loss: 0.0748|| 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, 17:09:32 || Estimated Time: 4 days, 1:25:20
2023-07-29 06:52:58,618 semantic_segmentation INFO: Iters: 44560/150000 || Lr: 0.014563 || Task Loss: 0.2142 || KD Loss: 0.0552|| 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, 17:10:05 || Estimated Time: 4 days, 1:24:48
2023-07-29 06:53:31,920 semantic_segmentation INFO: Iters: 44570/150000 || Lr: 0.014562 || Task Loss: 0.3267 || KD Loss: 0.1087|| 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, 17:10:38 || Estimated Time: 4 days, 1:24:14
2023-07-29 06:54:05,311 semantic_segmentation INFO: Iters: 44580/150000 || Lr: 0.014561 || Task Loss: 0.2130 || KD Loss: 0.0772|| 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, 17:11:12 || Estimated Time: 4 days, 1:23:42
2023-07-29 06:54:38,665 semantic_segmentation INFO: Iters: 44590/150000 || Lr: 0.014559 || Task Loss: 0.2385 || KD Loss: 0.1006|| 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, 17:11:45 || Estimated Time: 4 days, 1:23:08
2023-07-29 06:55:12,070 semantic_segmentation INFO: Iters: 44600/150000 || Lr: 0.014558 || Task Loss: 0.4014 || KD Loss: 0.1000|| 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: 1 day, 17:12:18 || Estimated Time: 4 days, 1:22:36
2023-07-29 06:55:45,417 semantic_segmentation INFO: Iters: 44610/150000 || Lr: 0.014557 || Task Loss: 0.2459 || KD Loss: 0.0737|| 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, 17:12:52 || Estimated Time: 4 days, 1:22:02
2023-07-29 06:56:18,793 semantic_segmentation INFO: Iters: 44620/150000 || Lr: 0.014556 || Task Loss: 0.2159 || KD Loss: 0.0720|| 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: 1 day, 17:13:25 || Estimated Time: 4 days, 1:21:30
2023-07-29 06:56:52,155 semantic_segmentation INFO: Iters: 44630/150000 || Lr: 0.014554 || Task Loss: 0.1766 || KD Loss: 0.0508|| 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, 17:13:59 || Estimated Time: 4 days, 1:20:56
2023-07-29 06:57:25,545 semantic_segmentation INFO: Iters: 44640/150000 || Lr: 0.014553 || Task Loss: 0.2901 || KD Loss: 0.0956|| 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, 17:14:32 || Estimated Time: 4 days, 1:20:24
2023-07-29 06:58:00,360 semantic_segmentation INFO: Iters: 44650/150000 || Lr: 0.014552 || Task Loss: 0.1811 || KD Loss: 0.0604|| 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, 17:15:07 || Estimated Time: 4 days, 1:19:53
2023-07-29 06:58:35,633 semantic_segmentation INFO: Iters: 44660/150000 || Lr: 0.014551 || Task Loss: 0.2202 || KD Loss: 0.0539|| 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, 17:15:42 || Estimated Time: 4 days, 1:19:25
2023-07-29 06:59:09,029 semantic_segmentation INFO: Iters: 44670/150000 || Lr: 0.014550 || Task Loss: 0.1338 || KD Loss: 0.0445|| 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, 17:16:15 || Estimated Time: 4 days, 1:18:53
2023-07-29 06:59:42,414 semantic_segmentation INFO: Iters: 44680/150000 || Lr: 0.014548 || Task Loss: 0.3294 || KD Loss: 0.0887|| 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, 17:16:49 || Estimated Time: 4 days, 1:18:20
2023-07-29 07:00:15,951 semantic_segmentation INFO: Iters: 44690/150000 || Lr: 0.014547 || Task Loss: 0.2894 || KD Loss: 0.1096|| 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, 17:17:22 || Estimated Time: 4 days, 1:17:47
2023-07-29 07:00:49,433 semantic_segmentation INFO: Iters: 44700/150000 || Lr: 0.014546 || Task Loss: 0.3310 || KD Loss: 0.0934|| 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, 17:17:56 || Estimated Time: 4 days, 1:17:14
2023-07-29 07:01:22,943 semantic_segmentation INFO: Iters: 44710/150000 || Lr: 0.014545 || Task Loss: 0.2210 || KD Loss: 0.0515|| 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, 17:18:29 || Estimated Time: 4 days, 1:16:41
2023-07-29 07:01:56,378 semantic_segmentation INFO: Iters: 44720/150000 || Lr: 0.014543 || Task Loss: 0.1710 || KD Loss: 0.0720|| 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, 17:19:03 || Estimated Time: 4 days, 1:16:09
2023-07-29 07:02:29,871 semantic_segmentation INFO: Iters: 44730/150000 || Lr: 0.014542 || Task Loss: 0.1935 || KD Loss: 0.0623|| 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, 17:19:36 || Estimated Time: 4 days, 1:15:36
2023-07-29 07:03:03,362 semantic_segmentation INFO: Iters: 44740/150000 || Lr: 0.014541 || Task Loss: 0.2143 || KD Loss: 0.0862|| 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, 17:20:10 || Estimated Time: 4 days, 1:15:03
2023-07-29 07:03:36,836 semantic_segmentation INFO: Iters: 44750/150000 || Lr: 0.014540 || Task Loss: 0.2084 || KD Loss: 0.0625|| 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, 17:20:43 || Estimated Time: 4 days, 1:14:30
2023-07-29 07:04:10,284 semantic_segmentation INFO: Iters: 44760/150000 || Lr: 0.014538 || Task Loss: 0.2640 || KD Loss: 0.0816|| 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, 17:21:17 || Estimated Time: 4 days, 1:13:58
2023-07-29 07:04:43,707 semantic_segmentation INFO: Iters: 44770/150000 || Lr: 0.014537 || Task Loss: 0.2940 || KD Loss: 0.1066|| 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: 1 day, 17:21:50 || Estimated Time: 4 days, 1:13:25
2023-07-29 07:05:17,196 semantic_segmentation INFO: Iters: 44780/150000 || Lr: 0.014536 || Task Loss: 0.1897 || KD Loss: 0.0791|| 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, 17:22:24 || Estimated Time: 4 days, 1:12:52
2023-07-29 07:05:50,685 semantic_segmentation INFO: Iters: 44790/150000 || Lr: 0.014535 || Task Loss: 0.2743 || KD Loss: 0.0897|| 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, 17:22:57 || Estimated Time: 4 days, 1:12:19
2023-07-29 07:06:24,083 semantic_segmentation INFO: Iters: 44800/150000 || Lr: 0.014533 || Task Loss: 0.3274 || KD Loss: 0.0972|| 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: 1 day, 17:23:30 || Estimated Time: 4 days, 1:11:46
2023-07-29 07:06:24,150 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 07:06:24,939 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.950, mIoU: 0.391
2023-07-29 07:06:25,059 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.961, mIoU: 0.480
2023-07-29 07:06:25,169 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.962, mIoU: 0.495
2023-07-29 07:06:25,281 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.962, mIoU: 0.523
2023-07-29 07:06:25,388 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.964, mIoU: 0.514
2023-07-29 07:06:25,496 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.964, mIoU: 0.517
2023-07-29 07:06:25,602 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.559
2023-07-29 07:06:25,706 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.581
2023-07-29 07:06:25,811 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.604
2023-07-29 07:06:25,916 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.646
2023-07-29 07:06:26,020 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.649
2023-07-29 07:06:26,124 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.956, mIoU: 0.679
2023-07-29 07:06:26,229 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.955, mIoU: 0.682
2023-07-29 07:06:26,335 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.951, mIoU: 0.667
2023-07-29 07:06:26,445 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.946, mIoU: 0.651
2023-07-29 07:06:26,559 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.945, mIoU: 0.643
2023-07-29 07:06:26,677 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.944, mIoU: 0.644
2023-07-29 07:06:26,788 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.944, mIoU: 0.644
2023-07-29 07:06:26,899 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.943, mIoU: 0.648
2023-07-29 07:06:27,009 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.944, mIoU: 0.655
2023-07-29 07:06:27,121 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.659
2023-07-29 07:06:27,235 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.942, mIoU: 0.678
2023-07-29 07:06:27,348 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.942, mIoU: 0.678
2023-07-29 07:06:27,456 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.942, mIoU: 0.686
2023-07-29 07:06:27,561 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.940, mIoU: 0.695
2023-07-29 07:06:27,666 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.940, mIoU: 0.697
2023-07-29 07:06:27,775 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.940, mIoU: 0.682
2023-07-29 07:06:27,881 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.939, mIoU: 0.680
2023-07-29 07:06:27,991 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.939, mIoU: 0.681
2023-07-29 07:06:28,109 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-29 07:06:28,219 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.938, mIoU: 0.670
2023-07-29 07:06:28,329 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.669
2023-07-29 07:06:28,438 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-29 07:06:28,551 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-29 07:06:28,660 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.939, mIoU: 0.670
2023-07-29 07:06:28,767 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.939, mIoU: 0.670
2023-07-29 07:06:28,871 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.939, mIoU: 0.668
2023-07-29 07:06:28,976 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.938, mIoU: 0.667
2023-07-29 07:06:29,080 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.937, mIoU: 0.665
2023-07-29 07:06:29,184 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-29 07:06:29,288 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.668
2023-07-29 07:06:29,396 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.939, mIoU: 0.667
2023-07-29 07:06:29,506 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.939, mIoU: 0.668
2023-07-29 07:06:29,620 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.940, mIoU: 0.669
2023-07-29 07:06:29,737 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.940, mIoU: 0.668
2023-07-29 07:06:29,854 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.940, mIoU: 0.668
2023-07-29 07:06:29,969 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.941, mIoU: 0.669
2023-07-29 07:06:30,085 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.941, mIoU: 0.668
2023-07-29 07:06:30,202 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.672
2023-07-29 07:06:30,317 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.675
2023-07-29 07:06:30,431 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.675
2023-07-29 07:06:30,548 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.940, mIoU: 0.673
2023-07-29 07:06:30,663 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.940, mIoU: 0.675
2023-07-29 07:06:30,779 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.940, mIoU: 0.678
2023-07-29 07:06:30,891 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-29 07:06:31,005 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.938, mIoU: 0.673
2023-07-29 07:06:31,119 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.938, mIoU: 0.673
2023-07-29 07:06:31,233 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-29 07:06:31,342 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.938, mIoU: 0.678
2023-07-29 07:06:31,452 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-29 07:06:31,565 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.938, mIoU: 0.680
2023-07-29 07:06:31,682 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.938, mIoU: 0.681
2023-07-29 07:06:31,799 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.938, mIoU: 0.680
2023-07-29 07:06:31,909 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-29 07:06:32,021 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.938, mIoU: 0.686
2023-07-29 07:06:32,135 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.937, mIoU: 0.686
2023-07-29 07:06:32,248 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.936, mIoU: 0.685
2023-07-29 07:06:32,360 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.936, mIoU: 0.685
2023-07-29 07:06:32,471 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.935, mIoU: 0.683
2023-07-29 07:06:32,583 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.936, mIoU: 0.683
2023-07-29 07:06:32,693 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.936, mIoU: 0.683
2023-07-29 07:06:32,806 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.936, mIoU: 0.682
2023-07-29 07:06:32,918 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-29 07:06:33,028 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.937, mIoU: 0.681
2023-07-29 07:06:33,140 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-29 07:06:33,254 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-29 07:06:33,367 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.937, mIoU: 0.681
2023-07-29 07:06:33,481 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.937, mIoU: 0.681
2023-07-29 07:06:33,592 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.937, mIoU: 0.681
2023-07-29 07:06:33,702 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-29 07:06:33,809 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-29 07:06:33,919 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-29 07:06:34,035 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-29 07:06:34,146 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-29 07:06:34,256 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.934, mIoU: 0.677
2023-07-29 07:06:34,363 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.934, mIoU: 0.677
2023-07-29 07:06:34,474 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.934, mIoU: 0.678
2023-07-29 07:06:34,592 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.934, mIoU: 0.678
2023-07-29 07:06:34,707 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.934, mIoU: 0.677
2023-07-29 07:06:34,822 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.934, mIoU: 0.677
2023-07-29 07:06:34,934 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.934, mIoU: 0.678
2023-07-29 07:06:35,040 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.935, mIoU: 0.698
2023-07-29 07:06:35,152 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-29 07:06:35,261 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.935, mIoU: 0.697
2023-07-29 07:06:35,375 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.935, mIoU: 0.697
2023-07-29 07:06:35,489 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.935, mIoU: 0.697
2023-07-29 07:06:35,606 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.935, mIoU: 0.698
2023-07-29 07:06:35,717 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.935, mIoU: 0.698
2023-07-29 07:06:35,830 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.935, mIoU: 0.700
2023-07-29 07:06:35,943 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.935, mIoU: 0.700
2023-07-29 07:06:36,047 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-29 07:06:36,156 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-29 07:06:36,261 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-29 07:06:36,369 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-29 07:06:36,478 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-29 07:06:36,596 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.934, mIoU: 0.698
2023-07-29 07:06:36,716 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.934, mIoU: 0.698
2023-07-29 07:06:36,827 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.934, mIoU: 0.699
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2023-07-29 07:07:20,582 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.944, mIoU: 0.700
2023-07-29 07:07:20,689 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.944, mIoU: 0.700
2023-07-29 07:07:54,497 semantic_segmentation INFO: Iters: 44810/150000 || Lr: 0.014532 || Task Loss: 0.2549 || KD Loss: 0.0694|| 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: 1 day, 17:25:01 || Estimated Time: 4 days, 1:13:27
2023-07-29 07:08:27,897 semantic_segmentation INFO: Iters: 44820/150000 || Lr: 0.014531 || Task Loss: 0.2080 || KD Loss: 0.0563|| 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, 17:25:34 || Estimated Time: 4 days, 1:12:54
2023-07-29 07:09:01,271 semantic_segmentation INFO: Iters: 44830/150000 || Lr: 0.014530 || Task Loss: 0.2613 || KD Loss: 0.0616|| 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: 1 day, 17:26:08 || Estimated Time: 4 days, 1:12:21
2023-07-29 07:09:34,636 semantic_segmentation INFO: Iters: 44840/150000 || Lr: 0.014528 || Task Loss: 0.2148 || KD Loss: 0.0489|| 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, 17:26:41 || Estimated Time: 4 days, 1:11:48
2023-07-29 07:10:08,045 semantic_segmentation INFO: Iters: 44850/150000 || Lr: 0.014527 || Task Loss: 0.1448 || KD Loss: 0.0953|| 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, 17:27:14 || Estimated Time: 4 days, 1:11:15
2023-07-29 07:10:41,438 semantic_segmentation INFO: Iters: 44860/150000 || Lr: 0.014526 || Task Loss: 0.1544 || KD Loss: 0.0464|| 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, 17:27:48 || Estimated Time: 4 days, 1:10:42
2023-07-29 07:11:14,811 semantic_segmentation INFO: Iters: 44870/150000 || Lr: 0.014525 || Task Loss: 0.3440 || KD Loss: 0.0966|| 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: 1 day, 17:28:21 || Estimated Time: 4 days, 1:10:09
2023-07-29 07:11:48,193 semantic_segmentation INFO: Iters: 44880/150000 || Lr: 0.014523 || Task Loss: 0.1905 || KD Loss: 0.0535|| 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, 17:28:55 || Estimated Time: 4 days, 1:09:36
2023-07-29 07:12:21,649 semantic_segmentation INFO: Iters: 44890/150000 || Lr: 0.014522 || Task Loss: 0.1377 || KD Loss: 0.0436|| 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, 17:29:28 || Estimated Time: 4 days, 1:09:03
2023-07-29 07:12:55,111 semantic_segmentation INFO: Iters: 44900/150000 || Lr: 0.014521 || Task Loss: 0.2377 || KD Loss: 0.0626|| 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, 17:30:01 || Estimated Time: 4 days, 1:08:31
2023-07-29 07:13:28,510 semantic_segmentation INFO: Iters: 44910/150000 || Lr: 0.014520 || Task Loss: 0.1586 || KD Loss: 0.0391|| 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, 17:30:35 || Estimated Time: 4 days, 1:07:57
2023-07-29 07:14:01,903 semantic_segmentation INFO: Iters: 44920/150000 || Lr: 0.014518 || Task Loss: 0.2242 || KD Loss: 0.0679|| 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: 1 day, 17:31:08 || Estimated Time: 4 days, 1:07:24
2023-07-29 07:14:35,378 semantic_segmentation INFO: Iters: 44930/150000 || Lr: 0.014517 || Task Loss: 0.2819 || KD Loss: 0.0764|| 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, 17:31:42 || Estimated Time: 4 days, 1:06:52
2023-07-29 07:15:08,828 semantic_segmentation INFO: Iters: 44940/150000 || Lr: 0.014516 || Task Loss: 0.1962 || KD Loss: 0.0620|| 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, 17:32:15 || Estimated Time: 4 days, 1:06:19
2023-07-29 07:15:42,270 semantic_segmentation INFO: Iters: 44950/150000 || Lr: 0.014515 || Task Loss: 0.2471 || KD Loss: 0.0562|| 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, 17:32:49 || Estimated Time: 4 days, 1:05:46
2023-07-29 07:16:15,808 semantic_segmentation INFO: Iters: 44960/150000 || Lr: 0.014513 || Task Loss: 0.2715 || KD Loss: 0.0692|| 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, 17:33:22 || Estimated Time: 4 days, 1:05:13
2023-07-29 07:16:49,453 semantic_segmentation INFO: Iters: 44970/150000 || Lr: 0.014512 || Task Loss: 0.2173 || KD Loss: 0.0620|| 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, 17:33:56 || Estimated Time: 4 days, 1:04:41
2023-07-29 07:17:22,896 semantic_segmentation INFO: Iters: 44980/150000 || Lr: 0.014511 || Task Loss: 0.1862 || KD Loss: 0.0465|| 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, 17:34:29 || Estimated Time: 4 days, 1:04:08
2023-07-29 07:17:56,791 semantic_segmentation INFO: Iters: 44990/150000 || Lr: 0.014510 || Task Loss: 0.2511 || KD Loss: 0.0768|| 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, 17:35:03 || Estimated Time: 4 days, 1:03:36
2023-07-29 07:18:30,288 semantic_segmentation INFO: Iters: 45000/150000 || Lr: 0.014508 || Task Loss: 0.1972 || KD Loss: 0.0526|| 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, 17:35:37 || Estimated Time: 4 days, 1:03:03
2023-07-29 07:19:03,778 semantic_segmentation INFO: Iters: 45010/150000 || Lr: 0.014507 || Task Loss: 0.2266 || KD Loss: 0.0894|| 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, 17:36:10 || Estimated Time: 4 days, 1:02:31
2023-07-29 07:19:37,246 semantic_segmentation INFO: Iters: 45020/150000 || Lr: 0.014506 || Task Loss: 0.2743 || KD Loss: 0.0771|| 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: 1 day, 17:36:44 || Estimated Time: 4 days, 1:01:58
2023-07-29 07:20:10,730 semantic_segmentation INFO: Iters: 45030/150000 || Lr: 0.014505 || Task Loss: 0.1437 || KD Loss: 0.0357|| 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, 17:37:17 || Estimated Time: 4 days, 1:01:25
2023-07-29 07:20:44,208 semantic_segmentation INFO: Iters: 45040/150000 || Lr: 0.014504 || Task Loss: 0.2473 || KD Loss: 0.0960|| 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, 17:37:51 || Estimated Time: 4 days, 1:00:52
2023-07-29 07:21:17,679 semantic_segmentation INFO: Iters: 45050/150000 || Lr: 0.014502 || Task Loss: 0.1710 || KD Loss: 0.0476|| 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: 1 day, 17:38:24 || Estimated Time: 4 days, 1:00:19
2023-07-29 07:21:51,124 semantic_segmentation INFO: Iters: 45060/150000 || Lr: 0.014501 || Task Loss: 0.2630 || KD Loss: 0.0758|| 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: 1 day, 17:38:57 || Estimated Time: 4 days, 0:59:47
2023-07-29 07:22:24,553 semantic_segmentation INFO: Iters: 45070/150000 || Lr: 0.014500 || Task Loss: 0.1911 || KD Loss: 0.0584|| 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: 1 day, 17:39:31 || Estimated Time: 4 days, 0:59:14
2023-07-29 07:23:01,553 semantic_segmentation INFO: Iters: 45080/150000 || Lr: 0.014499 || Task Loss: 0.2170 || KD Loss: 0.0490|| 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, 17:40:08 || Estimated Time: 4 days, 0:58:49
2023-07-29 07:23:34,991 semantic_segmentation INFO: Iters: 45090/150000 || Lr: 0.014497 || Task Loss: 0.2672 || KD Loss: 0.0779|| 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, 17:40:41 || Estimated Time: 4 days, 0:58:16
2023-07-29 07:24:08,477 semantic_segmentation INFO: Iters: 45100/150000 || Lr: 0.014496 || Task Loss: 0.2319 || KD Loss: 0.0516|| 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: 1 day, 17:41:15 || Estimated Time: 4 days, 0:57:43
2023-07-29 07:24:41,973 semantic_segmentation INFO: Iters: 45110/150000 || Lr: 0.014495 || Task Loss: 0.2770 || KD Loss: 0.0766|| 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, 17:41:48 || Estimated Time: 4 days, 0:57:11
2023-07-29 07:25:15,443 semantic_segmentation INFO: Iters: 45120/150000 || Lr: 0.014494 || Task Loss: 0.2088 || KD Loss: 0.0503|| 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, 17:42:22 || Estimated Time: 4 days, 0:56:38
2023-07-29 07:25:49,027 semantic_segmentation INFO: Iters: 45130/150000 || Lr: 0.014492 || Task Loss: 0.2938 || KD Loss: 0.0911|| 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: 1 day, 17:42:55 || Estimated Time: 4 days, 0:56:05
2023-07-29 07:26:22,494 semantic_segmentation INFO: Iters: 45140/150000 || Lr: 0.014491 || Task Loss: 0.2195 || KD Loss: 0.0742|| 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, 17:43:29 || Estimated Time: 4 days, 0:55:32
2023-07-29 07:26:56,004 semantic_segmentation INFO: Iters: 45150/150000 || Lr: 0.014490 || Task Loss: 0.2542 || KD Loss: 0.0715|| 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, 17:44:02 || Estimated Time: 4 days, 0:55:00
2023-07-29 07:27:29,507 semantic_segmentation INFO: Iters: 45160/150000 || Lr: 0.014489 || Task Loss: 0.2423 || KD Loss: 0.0628|| 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, 17:44:36 || Estimated Time: 4 days, 0:54:27
2023-07-29 07:28:03,071 semantic_segmentation INFO: Iters: 45170/150000 || Lr: 0.014487 || Task Loss: 0.2783 || KD Loss: 0.0653|| 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: 1 day, 17:45:09 || Estimated Time: 4 days, 0:53:54
2023-07-29 07:28:36,559 semantic_segmentation INFO: Iters: 45180/150000 || Lr: 0.014486 || Task Loss: 0.1966 || KD Loss: 0.0640|| 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, 17:45:43 || Estimated Time: 4 days, 0:53:22
2023-07-29 07:29:10,157 semantic_segmentation INFO: Iters: 45190/150000 || Lr: 0.014485 || Task Loss: 0.1663 || KD Loss: 0.0563|| 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, 17:46:17 || Estimated Time: 4 days, 0:52:49
2023-07-29 07:29:43,645 semantic_segmentation INFO: Iters: 45200/150000 || Lr: 0.014484 || Task Loss: 0.2338 || KD Loss: 0.0541|| 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, 17:46:50 || Estimated Time: 4 days, 0:52:16
2023-07-29 07:30:17,357 semantic_segmentation INFO: Iters: 45210/150000 || Lr: 0.014482 || Task Loss: 0.2244 || KD Loss: 0.0647|| 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, 17:47:24 || Estimated Time: 4 days, 0:51:44
2023-07-29 07:30:50,808 semantic_segmentation INFO: Iters: 45220/150000 || Lr: 0.014481 || Task Loss: 0.2182 || KD Loss: 0.0608|| 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, 17:47:57 || Estimated Time: 4 days, 0:51:11
2023-07-29 07:31:24,334 semantic_segmentation INFO: Iters: 45230/150000 || Lr: 0.014480 || Task Loss: 0.3824 || KD Loss: 0.1326|| 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: 1 day, 17:48:31 || Estimated Time: 4 days, 0:50:38
2023-07-29 07:31:57,850 semantic_segmentation INFO: Iters: 45240/150000 || Lr: 0.014479 || Task Loss: 0.3027 || KD Loss: 0.1078|| 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, 17:49:04 || Estimated Time: 4 days, 0:50:06
2023-07-29 07:32:31,377 semantic_segmentation INFO: Iters: 45250/150000 || Lr: 0.014477 || Task Loss: 0.2425 || KD Loss: 0.0885|| 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, 17:49:38 || Estimated Time: 4 days, 0:49:33
2023-07-29 07:33:04,935 semantic_segmentation INFO: Iters: 45260/150000 || Lr: 0.014476 || Task Loss: 0.3299 || KD Loss: 0.0834|| 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: 1 day, 17:50:11 || Estimated Time: 4 days, 0:49:00
2023-07-29 07:33:38,524 semantic_segmentation INFO: Iters: 45270/150000 || Lr: 0.014475 || Task Loss: 0.1908 || KD Loss: 0.0826|| 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, 17:50:45 || Estimated Time: 4 days, 0:48:28
2023-07-29 07:34:12,212 semantic_segmentation INFO: Iters: 45280/150000 || Lr: 0.014474 || Task Loss: 0.2327 || KD Loss: 0.0746|| 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: 1 day, 17:51:19 || Estimated Time: 4 days, 0:47:55
2023-07-29 07:34:45,666 semantic_segmentation INFO: Iters: 45290/150000 || Lr: 0.014472 || Task Loss: 0.2662 || KD Loss: 0.0941|| 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, 17:51:52 || Estimated Time: 4 days, 0:47:23
2023-07-29 07:35:19,214 semantic_segmentation INFO: Iters: 45300/150000 || Lr: 0.014471 || Task Loss: 0.1996 || KD Loss: 0.0644|| 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: 1 day, 17:52:26 || Estimated Time: 4 days, 0:46:50
2023-07-29 07:35:52,894 semantic_segmentation INFO: Iters: 45310/150000 || Lr: 0.014470 || Task Loss: 0.2227 || KD Loss: 0.0661|| 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, 17:52:59 || Estimated Time: 4 days, 0:46:17
2023-07-29 07:36:26,483 semantic_segmentation INFO: Iters: 45320/150000 || Lr: 0.014469 || Task Loss: 0.2004 || KD Loss: 0.0584|| 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, 17:53:33 || Estimated Time: 4 days, 0:45:45
2023-07-29 07:37:00,039 semantic_segmentation INFO: Iters: 45330/150000 || Lr: 0.014467 || Task Loss: 0.2069 || KD Loss: 0.0730|| 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, 17:54:06 || Estimated Time: 4 days, 0:45:12
2023-07-29 07:37:33,524 semantic_segmentation INFO: Iters: 45340/150000 || Lr: 0.014466 || Task Loss: 0.1821 || KD Loss: 0.0382|| 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, 17:54:40 || Estimated Time: 4 days, 0:44:40
2023-07-29 07:38:07,131 semantic_segmentation INFO: Iters: 45350/150000 || Lr: 0.014465 || Task Loss: 0.2139 || KD Loss: 0.0552|| 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, 17:55:13 || Estimated Time: 4 days, 0:44:07
2023-07-29 07:38:40,708 semantic_segmentation INFO: Iters: 45360/150000 || Lr: 0.014464 || Task Loss: 0.2166 || KD Loss: 0.0558|| 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, 17:55:47 || Estimated Time: 4 days, 0:43:34
2023-07-29 07:39:14,284 semantic_segmentation INFO: Iters: 45370/150000 || Lr: 0.014462 || Task Loss: 0.2108 || KD Loss: 0.0726|| 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: 1 day, 17:56:21 || Estimated Time: 4 days, 0:43:02
2023-07-29 07:39:47,801 semantic_segmentation INFO: Iters: 45380/150000 || Lr: 0.014461 || Task Loss: 0.1926 || KD Loss: 0.0559|| 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: 1 day, 17:56:54 || Estimated Time: 4 days, 0:42:29
2023-07-29 07:40:21,318 semantic_segmentation INFO: Iters: 45390/150000 || Lr: 0.014460 || Task Loss: 0.1583 || KD Loss: 0.0618|| 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, 17:57:28 || Estimated Time: 4 days, 0:41:56
2023-07-29 07:40:54,873 semantic_segmentation INFO: Iters: 45400/150000 || Lr: 0.014459 || Task Loss: 0.2534 || KD Loss: 0.0709|| 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: 1 day, 17:58:01 || Estimated Time: 4 days, 0:41:24
2023-07-29 07:41:28,420 semantic_segmentation INFO: Iters: 45410/150000 || Lr: 0.014457 || Task Loss: 0.2642 || KD Loss: 0.0656|| 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: 1 day, 17:58:35 || Estimated Time: 4 days, 0:40:51
2023-07-29 07:42:01,938 semantic_segmentation INFO: Iters: 45420/150000 || Lr: 0.014456 || Task Loss: 0.3458 || KD Loss: 0.0682|| 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, 17:59:08 || Estimated Time: 4 days, 0:40:18
2023-07-29 07:42:35,537 semantic_segmentation INFO: Iters: 45430/150000 || Lr: 0.014455 || Task Loss: 0.1809 || KD Loss: 0.0517|| 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, 17:59:42 || Estimated Time: 4 days, 0:39:46
2023-07-29 07:43:09,112 semantic_segmentation INFO: Iters: 45440/150000 || Lr: 0.014454 || Task Loss: 0.2172 || KD Loss: 0.0886|| 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, 18:00:15 || Estimated Time: 4 days, 0:39:13
2023-07-29 07:43:42,631 semantic_segmentation INFO: Iters: 45450/150000 || Lr: 0.014453 || Task Loss: 0.1999 || KD Loss: 0.0520|| 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, 18:00:49 || Estimated Time: 4 days, 0:38:41
2023-07-29 07:44:16,268 semantic_segmentation INFO: Iters: 45460/150000 || Lr: 0.014451 || Task Loss: 0.1865 || KD Loss: 0.0523|| 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, 18:01:23 || Estimated Time: 4 days, 0:38:08
2023-07-29 07:44:49,770 semantic_segmentation INFO: Iters: 45470/150000 || Lr: 0.014450 || Task Loss: 0.1935 || KD Loss: 0.0545|| 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, 18:01:56 || Estimated Time: 4 days, 0:37:35
2023-07-29 07:45:23,394 semantic_segmentation INFO: Iters: 45480/150000 || Lr: 0.014449 || Task Loss: 0.2053 || KD Loss: 0.0455|| 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, 18:02:30 || Estimated Time: 4 days, 0:37:03
2023-07-29 07:45:57,056 semantic_segmentation INFO: Iters: 45490/150000 || Lr: 0.014448 || Task Loss: 0.1683 || KD Loss: 0.0572|| 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, 18:03:03 || Estimated Time: 4 days, 0:36:30
2023-07-29 07:46:30,630 semantic_segmentation INFO: Iters: 45500/150000 || Lr: 0.014446 || Task Loss: 0.2288 || KD Loss: 0.0525|| 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, 18:03:37 || Estimated Time: 4 days, 0:35:58
2023-07-29 07:47:04,240 semantic_segmentation INFO: Iters: 45510/150000 || Lr: 0.014445 || Task Loss: 0.1648 || KD Loss: 0.0386|| 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, 18:04:11 || Estimated Time: 4 days, 0:35:25
2023-07-29 07:47:39,110 semantic_segmentation INFO: Iters: 45520/150000 || Lr: 0.014444 || Task Loss: 0.2135 || KD Loss: 0.0520|| 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, 18:04:45 || Estimated Time: 4 days, 0:34:55
2023-07-29 07:48:14,596 semantic_segmentation INFO: Iters: 45530/150000 || Lr: 0.014443 || Task Loss: 0.2062 || KD Loss: 0.0476|| 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, 18:05:21 || Estimated Time: 4 days, 0:34:27
2023-07-29 07:48:48,198 semantic_segmentation INFO: Iters: 45540/150000 || Lr: 0.014441 || Task Loss: 0.2306 || KD Loss: 0.0561|| 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, 18:05:55 || Estimated Time: 4 days, 0:33:55
2023-07-29 07:49:21,829 semantic_segmentation INFO: Iters: 45550/150000 || Lr: 0.014440 || Task Loss: 0.1689 || KD Loss: 0.0684|| 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, 18:06:28 || Estimated Time: 4 days, 0:33:22
2023-07-29 07:49:55,374 semantic_segmentation INFO: Iters: 45560/150000 || Lr: 0.014439 || Task Loss: 0.2599 || KD Loss: 0.0724|| 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, 18:07:02 || Estimated Time: 4 days, 0:32:50
2023-07-29 07:50:28,949 semantic_segmentation INFO: Iters: 45570/150000 || Lr: 0.014438 || Task Loss: 0.3226 || KD Loss: 0.1119|| 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, 18:07:35 || Estimated Time: 4 days, 0:32:17
2023-07-29 07:51:02,603 semantic_segmentation INFO: Iters: 45580/150000 || Lr: 0.014436 || Task Loss: 0.1749 || KD Loss: 0.0495|| 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, 18:08:09 || Estimated Time: 4 days, 0:31:45
2023-07-29 07:51:36,160 semantic_segmentation INFO: Iters: 45590/150000 || Lr: 0.014435 || Task Loss: 0.1887 || KD Loss: 0.0587|| 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, 18:08:43 || Estimated Time: 4 days, 0:31:12
2023-07-29 07:52:09,746 semantic_segmentation INFO: Iters: 45600/150000 || Lr: 0.014434 || Task Loss: 0.2574 || KD Loss: 0.0735|| 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, 18:09:16 || Estimated Time: 4 days, 0:30:40
2023-07-29 07:52:09,815 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 07:52:10,675 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.961, mIoU: 0.396
2023-07-29 07:52:10,791 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.487
2023-07-29 07:52:10,898 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.494
2023-07-29 07:52:11,006 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.528
2023-07-29 07:52:11,116 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.523
2023-07-29 07:52:11,227 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.519
2023-07-29 07:52:11,340 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.557
2023-07-29 07:52:11,453 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.603
2023-07-29 07:52:11,563 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.639
2023-07-29 07:52:11,678 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.687
2023-07-29 07:52:11,794 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.691
2023-07-29 07:52:11,907 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.960, mIoU: 0.704
2023-07-29 07:52:12,021 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.960, mIoU: 0.708
2023-07-29 07:52:12,130 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.703
2023-07-29 07:52:12,239 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.705
2023-07-29 07:52:12,348 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.697
2023-07-29 07:52:12,462 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.701
2023-07-29 07:52:12,582 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.705
2023-07-29 07:52:12,694 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.712
2023-07-29 07:52:12,805 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.718
2023-07-29 07:52:12,918 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.717
2023-07-29 07:52:13,028 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-29 07:52:13,135 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-29 07:52:13,241 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-29 07:52:13,346 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.726
2023-07-29 07:52:13,451 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.727
2023-07-29 07:52:13,559 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.712
2023-07-29 07:52:13,663 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-29 07:52:13,768 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.711
2023-07-29 07:52:13,874 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.702
2023-07-29 07:52:13,977 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.702
2023-07-29 07:52:14,081 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.944, mIoU: 0.700
2023-07-29 07:52:14,186 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-29 07:52:14,294 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-29 07:52:14,403 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-29 07:52:14,524 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-29 07:52:14,641 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.945, mIoU: 0.697
2023-07-29 07:52:14,754 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-29 07:52:14,869 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-29 07:52:14,981 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-29 07:52:15,091 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-29 07:52:15,200 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-29 07:52:15,310 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-29 07:52:15,423 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-29 07:52:15,539 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-29 07:52:15,651 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.947, mIoU: 0.700
2023-07-29 07:52:15,763 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.947, mIoU: 0.701
2023-07-29 07:52:15,876 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.947, mIoU: 0.699
2023-07-29 07:52:15,987 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.703
2023-07-29 07:52:16,099 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-29 07:52:16,208 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-29 07:52:16,319 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-29 07:52:16,425 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.946, mIoU: 0.710
2023-07-29 07:52:16,532 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-29 07:52:16,636 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-29 07:52:16,742 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-29 07:52:16,847 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-29 07:52:16,958 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.945, mIoU: 0.720
2023-07-29 07:52:17,072 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.945, mIoU: 0.723
2023-07-29 07:52:17,186 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.944, mIoU: 0.721
2023-07-29 07:52:17,299 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.725
2023-07-29 07:52:17,413 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.726
2023-07-29 07:52:17,528 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.944, mIoU: 0.726
2023-07-29 07:52:17,642 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.944, mIoU: 0.727
2023-07-29 07:52:17,752 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.944, mIoU: 0.729
2023-07-29 07:52:17,863 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.944, mIoU: 0.729
2023-07-29 07:52:17,977 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.942, mIoU: 0.729
2023-07-29 07:52:18,095 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.941, mIoU: 0.728
2023-07-29 07:52:18,208 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.941, mIoU: 0.726
2023-07-29 07:52:18,321 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.942, mIoU: 0.725
2023-07-29 07:52:18,436 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.942, mIoU: 0.726
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2023-07-29 07:52:18,671 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.942, mIoU: 0.721
2023-07-29 07:52:18,784 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.943, mIoU: 0.721
2023-07-29 07:52:18,894 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.943, mIoU: 0.723
2023-07-29 07:52:19,004 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.942, mIoU: 0.721
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2023-07-29 07:52:19,343 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.942, mIoU: 0.720
2023-07-29 07:52:19,457 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.943, mIoU: 0.721
2023-07-29 07:52:19,571 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.943, mIoU: 0.723
2023-07-29 07:52:19,684 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.943, mIoU: 0.723
2023-07-29 07:52:19,798 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.943, mIoU: 0.723
2023-07-29 07:52:19,905 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.942, mIoU: 0.721
2023-07-29 07:52:20,015 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.940, mIoU: 0.717
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2023-07-29 07:52:20,238 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.940, mIoU: 0.717
2023-07-29 07:52:20,358 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.940, mIoU: 0.717
2023-07-29 07:52:20,469 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.940, mIoU: 0.716
2023-07-29 07:52:20,581 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.940, mIoU: 0.716
2023-07-29 07:52:20,696 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.940, mIoU: 0.717
2023-07-29 07:52:20,810 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-29 07:52:20,924 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-29 07:52:21,036 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-29 07:52:21,143 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.941, mIoU: 0.724
2023-07-29 07:52:21,248 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.941, mIoU: 0.724
2023-07-29 07:52:21,356 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-29 07:52:21,468 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.941, mIoU: 0.724
2023-07-29 07:52:21,585 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.940, mIoU: 0.724
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2023-07-29 07:52:21,810 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.939, mIoU: 0.725
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2023-07-29 07:52:22,240 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-29 07:52:22,345 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.940, mIoU: 0.723
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2023-07-29 07:52:23,074 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.940, mIoU: 0.724
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2023-07-29 07:52:23,282 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.940, mIoU: 0.723
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2023-07-29 07:52:23,492 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-29 07:52:23,595 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-29 07:52:23,700 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-29 07:52:23,803 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-29 07:52:23,907 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-29 07:52:24,010 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-29 07:52:24,114 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-29 07:52:24,219 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-29 07:52:24,327 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-29 07:52:24,438 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-29 07:52:24,551 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-29 07:52:24,672 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-29 07:52:24,789 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-29 07:52:24,904 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-29 07:52:25,017 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-29 07:52:25,131 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-29 07:52:25,243 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.941, mIoU: 0.724
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2023-07-29 07:52:25,475 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-29 07:52:25,586 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-29 07:52:25,700 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-29 07:52:25,811 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.941, mIoU: 0.721
2023-07-29 07:52:25,923 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.940, mIoU: 0.719
2023-07-29 07:52:26,038 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.941, mIoU: 0.720
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2023-07-29 07:52:26,592 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.941, mIoU: 0.719
2023-07-29 07:52:26,714 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.941, mIoU: 0.720
2023-07-29 07:52:26,828 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.941, mIoU: 0.720
2023-07-29 07:52:26,944 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.941, mIoU: 0.719
2023-07-29 07:52:27,059 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.941, mIoU: 0.719
2023-07-29 07:52:27,172 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.941, mIoU: 0.719
2023-07-29 07:52:27,281 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.941, mIoU: 0.720
2023-07-29 07:52:27,390 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.941, mIoU: 0.720
2023-07-29 07:52:27,500 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.941, mIoU: 0.720
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2023-07-29 07:52:28,070 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.941, mIoU: 0.720
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2023-07-29 07:52:28,292 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.941, mIoU: 0.719
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2023-07-29 07:52:28,507 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.940, mIoU: 0.717
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2023-07-29 07:52:28,726 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.940, mIoU: 0.717
2023-07-29 07:52:28,834 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.940, mIoU: 0.716
2023-07-29 07:52:28,944 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.941, mIoU: 0.716
2023-07-29 07:52:29,059 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.941, mIoU: 0.716
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2023-07-29 07:52:34,066 semantic_segmentation INFO: Sample: 212, Validation pixAcc: 0.943, mIoU: 0.716
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2023-07-29 07:52:56,893 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.947, mIoU: 0.712
2023-07-29 07:52:57,012 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.947, mIoU: 0.712
2023-07-29 07:52:57,130 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.947, mIoU: 0.712
2023-07-29 07:52:57,246 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.947, mIoU: 0.712
2023-07-29 07:52:57,363 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.947, mIoU: 0.712
2023-07-29 07:52:57,480 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-29 07:52:57,596 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-29 07:52:57,712 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-29 07:52:57,829 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-29 07:52:57,947 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-29 07:52:58,064 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-29 07:52:58,184 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-29 07:52:58,300 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-29 07:52:58,422 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-29 07:52:58,534 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-29 07:52:58,647 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-29 07:52:58,762 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-29 07:52:58,879 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-29 07:52:58,996 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-29 07:52:59,112 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-29 07:52:59,229 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-29 07:52:59,341 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-29 07:52:59,455 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-29 07:52:59,571 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-29 07:52:59,688 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-29 07:52:59,802 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-29 07:52:59,917 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-29 07:53:00,030 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-29 07:53:00,146 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-29 07:53:00,258 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-29 07:53:00,372 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-29 07:53:00,487 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-29 07:53:00,601 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-29 07:53:00,717 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-29 07:53:00,834 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-29 07:53:00,950 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.948, mIoU: 0.714
2023-07-29 07:53:01,063 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.948, mIoU: 0.714
2023-07-29 07:53:01,179 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.949, mIoU: 0.714
2023-07-29 07:53:01,288 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.949, mIoU: 0.714
2023-07-29 07:53:01,400 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.949, mIoU: 0.713
2023-07-29 07:53:01,514 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.949, mIoU: 0.713
2023-07-29 07:53:01,627 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.949, mIoU: 0.713
2023-07-29 07:53:01,743 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.949, mIoU: 0.714
2023-07-29 07:53:01,857 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.949, mIoU: 0.714
2023-07-29 07:53:01,970 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.949, mIoU: 0.714
2023-07-29 07:53:02,081 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.949, mIoU: 0.714
2023-07-29 07:53:02,191 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.949, mIoU: 0.714
2023-07-29 07:53:02,296 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 07:53:02,405 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 07:53:02,514 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 07:53:02,628 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 07:53:02,744 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 07:53:02,861 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 07:53:02,976 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 07:53:03,092 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 07:53:03,207 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 07:53:03,322 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 07:53:03,437 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 07:53:03,551 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 07:53:03,664 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 07:53:03,779 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 07:53:03,893 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 07:53:04,003 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 07:53:04,117 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 07:53:04,238 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 07:53:04,350 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 07:53:04,461 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 07:53:04,572 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 07:53:04,688 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 07:53:04,804 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 07:53:04,918 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 07:53:05,028 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 07:53:05,140 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-29 07:53:05,253 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 07:53:05,365 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.949, mIoU: 0.717
2023-07-29 07:53:05,474 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-29 07:53:05,581 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-29 07:53:05,687 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-29 07:53:05,790 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-29 07:53:05,893 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-29 07:53:05,996 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-29 07:53:06,099 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-29 07:53:06,202 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-29 07:53:06,311 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-29 07:53:06,419 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-29 07:53:06,530 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-29 07:53:06,645 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-29 07:53:06,758 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-29 07:53:40,753 semantic_segmentation INFO: Iters: 45610/150000 || Lr: 0.014433 || Task Loss: 0.2924 || KD Loss: 0.0926|| 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: 1 day, 18:10:47 || Estimated Time: 4 days, 0:32:18
2023-07-29 07:54:14,356 semantic_segmentation INFO: Iters: 45620/150000 || Lr: 0.014431 || Task Loss: 0.1847 || KD Loss: 0.0445|| 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, 18:11:21 || Estimated Time: 4 days, 0:31:46
2023-07-29 07:54:47,934 semantic_segmentation INFO: Iters: 45630/150000 || Lr: 0.014430 || Task Loss: 0.1986 || KD Loss: 0.0737|| 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, 18:11:54 || Estimated Time: 4 days, 0:31:13
2023-07-29 07:55:21,609 semantic_segmentation INFO: Iters: 45640/150000 || Lr: 0.014429 || Task Loss: 0.1786 || KD Loss: 0.0486|| 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, 18:12:28 || Estimated Time: 4 days, 0:30:41
2023-07-29 07:55:55,277 semantic_segmentation INFO: Iters: 45650/150000 || Lr: 0.014428 || Task Loss: 0.2499 || KD Loss: 0.0522|| 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, 18:13:02 || Estimated Time: 4 days, 0:30:08
2023-07-29 07:56:28,847 semantic_segmentation INFO: Iters: 45660/150000 || Lr: 0.014426 || Task Loss: 0.2135 || KD Loss: 0.0462|| 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, 18:13:35 || Estimated Time: 4 days, 0:29:36
2023-07-29 07:57:02,471 semantic_segmentation INFO: Iters: 45670/150000 || Lr: 0.014425 || Task Loss: 0.2610 || KD Loss: 0.0497|| 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: 1 day, 18:14:09 || Estimated Time: 4 days, 0:29:03
2023-07-29 07:57:36,150 semantic_segmentation INFO: Iters: 45680/150000 || Lr: 0.014424 || Task Loss: 0.2296 || KD Loss: 0.0503|| 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, 18:14:43 || Estimated Time: 4 days, 0:28:31
2023-07-29 07:58:09,775 semantic_segmentation INFO: Iters: 45690/150000 || Lr: 0.014423 || Task Loss: 0.2511 || KD Loss: 0.0760|| 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, 18:15:16 || Estimated Time: 4 days, 0:27:58
2023-07-29 07:58:43,425 semantic_segmentation INFO: Iters: 45700/150000 || Lr: 0.014421 || Task Loss: 0.2063 || KD Loss: 0.0640|| 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, 18:15:50 || Estimated Time: 4 days, 0:27:26
2023-07-29 07:59:17,117 semantic_segmentation INFO: Iters: 45710/150000 || Lr: 0.014420 || Task Loss: 0.2173 || KD Loss: 0.0675|| 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, 18:16:23 || Estimated Time: 4 days, 0:26:53
2023-07-29 07:59:50,701 semantic_segmentation INFO: Iters: 45720/150000 || Lr: 0.014419 || Task Loss: 0.1704 || KD Loss: 0.0503|| 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, 18:16:57 || Estimated Time: 4 days, 0:26:21
2023-07-29 08:00:24,397 semantic_segmentation INFO: Iters: 45730/150000 || Lr: 0.014418 || Task Loss: 0.1969 || KD Loss: 0.0512|| 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: 1 day, 18:17:31 || Estimated Time: 4 days, 0:25:48
2023-07-29 08:00:57,975 semantic_segmentation INFO: Iters: 45740/150000 || Lr: 0.014416 || Task Loss: 0.2513 || KD Loss: 0.0825|| 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, 18:18:04 || Estimated Time: 4 days, 0:25:16
2023-07-29 08:01:31,699 semantic_segmentation INFO: Iters: 45750/150000 || Lr: 0.014415 || Task Loss: 0.1692 || KD Loss: 0.0549|| 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, 18:18:38 || Estimated Time: 4 days, 0:24:43
2023-07-29 08:02:05,312 semantic_segmentation INFO: Iters: 45760/150000 || Lr: 0.014414 || Task Loss: 0.1641 || KD Loss: 0.0496|| 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, 18:19:12 || Estimated Time: 4 days, 0:24:11
2023-07-29 08:02:39,018 semantic_segmentation INFO: Iters: 45770/150000 || Lr: 0.014413 || Task Loss: 0.2352 || KD Loss: 0.0750|| 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, 18:19:45 || Estimated Time: 4 days, 0:23:38
2023-07-29 08:03:12,694 semantic_segmentation INFO: Iters: 45780/150000 || Lr: 0.014411 || Task Loss: 0.2125 || KD Loss: 0.0699|| 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: 1 day, 18:20:19 || Estimated Time: 4 days, 0:23:06
2023-07-29 08:03:46,462 semantic_segmentation INFO: Iters: 45790/150000 || Lr: 0.014410 || Task Loss: 0.2635 || KD Loss: 0.0835|| 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, 18:20:53 || Estimated Time: 4 days, 0:22:34
2023-07-29 08:04:20,084 semantic_segmentation INFO: Iters: 45800/150000 || Lr: 0.014409 || Task Loss: 0.2742 || KD Loss: 0.0772|| 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: 1 day, 18:21:26 || Estimated Time: 4 days, 0:22:01
2023-07-29 08:04:53,858 semantic_segmentation INFO: Iters: 45810/150000 || Lr: 0.014408 || Task Loss: 0.2511 || KD Loss: 0.0696|| 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, 18:22:00 || Estimated Time: 4 days, 0:21:29
2023-07-29 08:05:27,602 semantic_segmentation INFO: Iters: 45820/150000 || Lr: 0.014406 || Task Loss: 0.1981 || KD Loss: 0.0439|| 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, 18:22:34 || Estimated Time: 4 days, 0:20:57
2023-07-29 08:06:01,319 semantic_segmentation INFO: Iters: 45830/150000 || Lr: 0.014405 || Task Loss: 0.1710 || KD Loss: 0.0551|| 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, 18:23:08 || Estimated Time: 4 days, 0:20:24
2023-07-29 08:06:35,084 semantic_segmentation INFO: Iters: 45840/150000 || Lr: 0.014404 || Task Loss: 0.1789 || KD Loss: 0.0511|| 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, 18:23:41 || Estimated Time: 4 days, 0:19:52
2023-07-29 08:07:08,747 semantic_segmentation INFO: Iters: 45850/150000 || Lr: 0.014403 || Task Loss: 0.2231 || KD Loss: 0.0515|| 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: 1 day, 18:24:15 || Estimated Time: 4 days, 0:19:20
2023-07-29 08:07:42,514 semantic_segmentation INFO: Iters: 45860/150000 || Lr: 0.014401 || Task Loss: 0.2839 || KD Loss: 0.1234|| 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, 18:24:49 || Estimated Time: 4 days, 0:18:47
2023-07-29 08:08:16,415 semantic_segmentation INFO: Iters: 45870/150000 || Lr: 0.014400 || Task Loss: 0.2530 || KD Loss: 0.0632|| 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: 1 day, 18:25:23 || Estimated Time: 4 days, 0:18:16
2023-07-29 08:08:50,027 semantic_segmentation INFO: Iters: 45880/150000 || Lr: 0.014399 || Task Loss: 0.2264 || KD Loss: 0.0712|| 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, 18:25:56 || Estimated Time: 4 days, 0:17:43
2023-07-29 08:09:23,862 semantic_segmentation INFO: Iters: 45890/150000 || Lr: 0.014398 || Task Loss: 0.2703 || KD Loss: 0.0682|| 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, 18:26:30 || Estimated Time: 4 days, 0:17:11
2023-07-29 08:09:57,525 semantic_segmentation INFO: Iters: 45900/150000 || Lr: 0.014397 || Task Loss: 0.2263 || KD Loss: 0.0605|| 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, 18:27:04 || Estimated Time: 4 days, 0:16:38
2023-07-29 08:10:31,203 semantic_segmentation INFO: Iters: 45910/150000 || Lr: 0.014395 || Task Loss: 0.3586 || KD Loss: 0.1142|| 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, 18:27:38 || Estimated Time: 4 days, 0:16:06
2023-07-29 08:11:04,891 semantic_segmentation INFO: Iters: 45920/150000 || Lr: 0.014394 || Task Loss: 0.2407 || KD Loss: 0.0893|| 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, 18:28:11 || Estimated Time: 4 days, 0:15:34
2023-07-29 08:11:38,521 semantic_segmentation INFO: Iters: 45930/150000 || Lr: 0.014393 || Task Loss: 0.2358 || KD Loss: 0.0656|| 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, 18:28:45 || Estimated Time: 4 days, 0:15:01
2023-07-29 08:12:12,211 semantic_segmentation INFO: Iters: 45940/150000 || Lr: 0.014392 || Task Loss: 0.1490 || KD Loss: 0.0366|| 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, 18:29:19 || Estimated Time: 4 days, 0:14:29
2023-07-29 08:12:47,841 semantic_segmentation INFO: Iters: 45950/150000 || Lr: 0.014390 || Task Loss: 0.2962 || KD Loss: 0.1282|| 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, 18:29:54 || Estimated Time: 4 days, 0:14:00
2023-07-29 08:13:22,981 semantic_segmentation INFO: Iters: 45960/150000 || Lr: 0.014389 || Task Loss: 0.3688 || KD Loss: 0.0966|| 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, 18:30:29 || Estimated Time: 4 days, 0:13:32
2023-07-29 08:13:56,640 semantic_segmentation INFO: Iters: 45970/150000 || Lr: 0.014388 || Task Loss: 0.2188 || KD Loss: 0.0500|| 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: 1 day, 18:31:03 || Estimated Time: 4 days, 0:12:59
2023-07-29 08:14:30,347 semantic_segmentation INFO: Iters: 45980/150000 || Lr: 0.014387 || Task Loss: 0.2166 || KD Loss: 0.0559|| 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, 18:31:37 || Estimated Time: 4 days, 0:12:27
2023-07-29 08:15:04,117 semantic_segmentation INFO: Iters: 45990/150000 || Lr: 0.014385 || Task Loss: 0.1690 || KD Loss: 0.0397|| 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, 18:32:10 || Estimated Time: 4 days, 0:11:55
2023-07-29 08:15:37,779 semantic_segmentation INFO: Iters: 46000/150000 || Lr: 0.014384 || Task Loss: 0.1866 || KD Loss: 0.0588|| 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, 18:32:44 || Estimated Time: 4 days, 0:11:22
2023-07-29 08:16:11,583 semantic_segmentation INFO: Iters: 46010/150000 || Lr: 0.014383 || Task Loss: 0.2178 || KD Loss: 0.0738|| 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, 18:33:18 || Estimated Time: 4 days, 0:10:50
2023-07-29 08:16:45,435 semantic_segmentation INFO: Iters: 46020/150000 || Lr: 0.014382 || Task Loss: 0.3802 || KD Loss: 0.1661|| 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: 1 day, 18:33:52 || Estimated Time: 4 days, 0:10:18
2023-07-29 08:17:19,140 semantic_segmentation INFO: Iters: 46030/150000 || Lr: 0.014380 || Task Loss: 0.2770 || KD Loss: 0.0757|| 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: 1 day, 18:34:25 || Estimated Time: 4 days, 0:09:46
2023-07-29 08:17:52,914 semantic_segmentation INFO: Iters: 46040/150000 || Lr: 0.014379 || Task Loss: 0.1583 || KD Loss: 0.0492|| 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, 18:34:59 || Estimated Time: 4 days, 0:09:13
2023-07-29 08:18:26,842 semantic_segmentation INFO: Iters: 46050/150000 || Lr: 0.014378 || Task Loss: 0.1871 || KD Loss: 0.0597|| 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, 18:35:33 || Estimated Time: 4 days, 0:08:41
2023-07-29 08:19:00,566 semantic_segmentation INFO: Iters: 46060/150000 || Lr: 0.014377 || Task Loss: 0.1928 || KD Loss: 0.0485|| 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: 1 day, 18:36:07 || Estimated Time: 4 days, 0:08:09
2023-07-29 08:19:34,258 semantic_segmentation INFO: Iters: 46070/150000 || Lr: 0.014375 || Task Loss: 0.1603 || KD Loss: 0.0392|| 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, 18:36:41 || Estimated Time: 4 days, 0:07:37
2023-07-29 08:20:08,011 semantic_segmentation INFO: Iters: 46080/150000 || Lr: 0.014374 || Task Loss: 0.1839 || KD Loss: 0.0569|| 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, 18:37:14 || Estimated Time: 4 days, 0:07:04
2023-07-29 08:20:41,620 semantic_segmentation INFO: Iters: 46090/150000 || Lr: 0.014373 || Task Loss: 0.2615 || KD Loss: 0.0867|| 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, 18:37:48 || Estimated Time: 4 days, 0:06:32
2023-07-29 08:21:15,297 semantic_segmentation INFO: Iters: 46100/150000 || Lr: 0.014372 || Task Loss: 0.1933 || KD Loss: 0.0587|| 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, 18:38:22 || Estimated Time: 4 days, 0:05:59
2023-07-29 08:21:49,109 semantic_segmentation INFO: Iters: 46110/150000 || Lr: 0.014370 || Task Loss: 0.2591 || KD Loss: 0.0718|| 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, 18:38:55 || Estimated Time: 4 days, 0:05:27
2023-07-29 08:22:22,865 semantic_segmentation INFO: Iters: 46120/150000 || Lr: 0.014369 || Task Loss: 0.2157 || KD Loss: 0.0570|| 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, 18:39:29 || Estimated Time: 4 days, 0:04:55
2023-07-29 08:22:56,608 semantic_segmentation INFO: Iters: 46130/150000 || Lr: 0.014368 || Task Loss: 0.2588 || KD Loss: 0.0892|| 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, 18:40:03 || Estimated Time: 4 days, 0:04:23
2023-07-29 08:23:30,353 semantic_segmentation INFO: Iters: 46140/150000 || Lr: 0.014367 || Task Loss: 0.1978 || KD Loss: 0.0460|| 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, 18:40:37 || Estimated Time: 4 days, 0:03:50
2023-07-29 08:24:04,062 semantic_segmentation INFO: Iters: 46150/150000 || Lr: 0.014365 || Task Loss: 0.2651 || KD Loss: 0.1134|| 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, 18:41:10 || Estimated Time: 4 days, 0:03:18
2023-07-29 08:24:37,818 semantic_segmentation INFO: Iters: 46160/150000 || Lr: 0.014364 || Task Loss: 0.1974 || KD Loss: 0.0708|| 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, 18:41:44 || Estimated Time: 4 days, 0:02:46
2023-07-29 08:25:11,507 semantic_segmentation INFO: Iters: 46170/150000 || Lr: 0.014363 || Task Loss: 0.1815 || KD Loss: 0.0649|| 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, 18:42:18 || Estimated Time: 4 days, 0:02:13
2023-07-29 08:25:45,253 semantic_segmentation INFO: Iters: 46180/150000 || Lr: 0.014362 || Task Loss: 0.2050 || KD Loss: 0.0469|| 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, 18:42:52 || Estimated Time: 4 days, 0:01:41
2023-07-29 08:26:19,040 semantic_segmentation INFO: Iters: 46190/150000 || Lr: 0.014360 || Task Loss: 0.2499 || KD Loss: 0.0693|| 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: 1 day, 18:43:25 || Estimated Time: 4 days, 0:01:09
2023-07-29 08:26:52,901 semantic_segmentation INFO: Iters: 46200/150000 || Lr: 0.014359 || Task Loss: 0.2128 || KD Loss: 0.0860|| 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, 18:43:59 || Estimated Time: 4 days, 0:00:37
2023-07-29 08:27:26,644 semantic_segmentation INFO: Iters: 46210/150000 || Lr: 0.014358 || Task Loss: 0.2542 || KD Loss: 0.0705|| 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, 18:44:33 || Estimated Time: 4 days, 0:00:05
2023-07-29 08:28:00,485 semantic_segmentation INFO: Iters: 46220/150000 || Lr: 0.014357 || Task Loss: 0.1443 || KD Loss: 0.0622|| 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, 18:45:07 || Estimated Time: 3 days, 23:59:32
2023-07-29 08:28:34,212 semantic_segmentation INFO: Iters: 46230/150000 || Lr: 0.014355 || Task Loss: 0.1874 || KD Loss: 0.0408|| 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, 18:45:41 || Estimated Time: 3 days, 23:59:00
2023-07-29 08:29:08,024 semantic_segmentation INFO: Iters: 46240/150000 || Lr: 0.014354 || Task Loss: 0.3372 || KD Loss: 0.0336|| 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, 18:46:14 || Estimated Time: 3 days, 23:58:28
2023-07-29 08:29:41,836 semantic_segmentation INFO: Iters: 46250/150000 || Lr: 0.014353 || Task Loss: 0.2974 || KD Loss: 0.0751|| 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: 1 day, 18:46:48 || Estimated Time: 3 days, 23:57:56
2023-07-29 08:30:15,547 semantic_segmentation INFO: Iters: 46260/150000 || Lr: 0.014352 || Task Loss: 0.1939 || KD Loss: 0.0754|| 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, 18:47:22 || Estimated Time: 3 days, 23:57:23
2023-07-29 08:30:49,298 semantic_segmentation INFO: Iters: 46270/150000 || Lr: 0.014350 || Task Loss: 0.2295 || KD Loss: 0.0742|| 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, 18:47:56 || Estimated Time: 3 days, 23:56:51
2023-07-29 08:31:23,048 semantic_segmentation INFO: Iters: 46280/150000 || Lr: 0.014349 || Task Loss: 0.2809 || KD Loss: 0.0716|| 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, 18:48:29 || Estimated Time: 3 days, 23:56:19
2023-07-29 08:31:56,881 semantic_segmentation INFO: Iters: 46290/150000 || Lr: 0.014348 || Task Loss: 0.2070 || KD Loss: 0.0565|| 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, 18:49:03 || Estimated Time: 3 days, 23:55:47
2023-07-29 08:32:30,561 semantic_segmentation INFO: Iters: 46300/150000 || Lr: 0.014347 || Task Loss: 0.2414 || KD Loss: 0.0613|| 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, 18:49:37 || Estimated Time: 3 days, 23:55:14
2023-07-29 08:33:04,405 semantic_segmentation INFO: Iters: 46310/150000 || Lr: 0.014345 || Task Loss: 0.2350 || KD Loss: 0.0594|| 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, 18:50:11 || Estimated Time: 3 days, 23:54:42
2023-07-29 08:33:38,185 semantic_segmentation INFO: Iters: 46320/150000 || Lr: 0.014344 || Task Loss: 0.2483 || KD Loss: 0.0586|| 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, 18:50:45 || Estimated Time: 3 days, 23:54:10
2023-07-29 08:34:11,939 semantic_segmentation INFO: Iters: 46330/150000 || Lr: 0.014343 || Task Loss: 0.1872 || KD Loss: 0.0486|| 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, 18:51:18 || Estimated Time: 3 days, 23:53:38
2023-07-29 08:34:45,711 semantic_segmentation INFO: Iters: 46340/150000 || Lr: 0.014342 || Task Loss: 0.2199 || KD Loss: 0.0577|| 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: 1 day, 18:51:52 || Estimated Time: 3 days, 23:53:06
2023-07-29 08:35:19,423 semantic_segmentation INFO: Iters: 46350/150000 || Lr: 0.014340 || Task Loss: 0.3083 || KD Loss: 0.1200|| 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, 18:52:26 || Estimated Time: 3 days, 23:52:33
2023-07-29 08:35:53,393 semantic_segmentation INFO: Iters: 46360/150000 || Lr: 0.014339 || Task Loss: 0.2474 || KD Loss: 0.0525|| 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, 18:53:00 || Estimated Time: 3 days, 23:52:01
2023-07-29 08:36:27,193 semantic_segmentation INFO: Iters: 46370/150000 || Lr: 0.014338 || Task Loss: 0.2143 || KD Loss: 0.0452|| 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, 18:53:34 || Estimated Time: 3 days, 23:51:29
2023-07-29 08:37:00,993 semantic_segmentation INFO: Iters: 46380/150000 || Lr: 0.014337 || Task Loss: 0.1895 || KD Loss: 0.0473|| 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, 18:54:07 || Estimated Time: 3 days, 23:50:57
2023-07-29 08:37:34,751 semantic_segmentation INFO: Iters: 46390/150000 || Lr: 0.014336 || Task Loss: 0.1531 || KD Loss: 0.0792|| 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, 18:54:41 || Estimated Time: 3 days, 23:50:25
2023-07-29 08:38:12,090 semantic_segmentation INFO: Iters: 46400/150000 || Lr: 0.014334 || Task Loss: 0.3113 || KD Loss: 0.0915|| 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, 18:55:18 || Estimated Time: 3 days, 23:50:00
2023-07-29 08:38:12,163 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 08:38:12,993 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.968, mIoU: 0.401
2023-07-29 08:38:13,107 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.487
2023-07-29 08:38:13,226 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.494
2023-07-29 08:38:13,343 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.524
2023-07-29 08:38:13,456 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.519
2023-07-29 08:38:13,567 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.516
2023-07-29 08:38:13,674 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.558
2023-07-29 08:38:13,780 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.606
2023-07-29 08:38:13,885 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.644
2023-07-29 08:38:13,991 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.691
2023-07-29 08:38:14,097 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.698
2023-07-29 08:38:14,206 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.688
2023-07-29 08:38:14,315 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.695
2023-07-29 08:38:14,429 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.956, mIoU: 0.679
2023-07-29 08:38:14,548 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.955, mIoU: 0.678
2023-07-29 08:38:14,662 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.670
2023-07-29 08:38:14,772 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.952, mIoU: 0.670
2023-07-29 08:38:14,886 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.676
2023-07-29 08:38:14,999 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.951, mIoU: 0.682
2023-07-29 08:38:15,105 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.687
2023-07-29 08:38:15,211 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.687
2023-07-29 08:38:15,317 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.951, mIoU: 0.707
2023-07-29 08:38:15,430 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.707
2023-07-29 08:38:15,542 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.713
2023-07-29 08:38:15,658 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-29 08:38:15,772 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-29 08:38:15,887 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-29 08:38:16,002 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-29 08:38:16,112 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-29 08:38:16,223 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-29 08:38:16,332 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.711
2023-07-29 08:38:16,439 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.945, mIoU: 0.708
2023-07-29 08:38:16,544 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.710
2023-07-29 08:38:16,652 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.945, mIoU: 0.709
2023-07-29 08:38:16,763 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-29 08:38:16,881 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-29 08:38:17,000 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.945, mIoU: 0.703
2023-07-29 08:38:17,116 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.943, mIoU: 0.701
2023-07-29 08:38:17,231 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.942, mIoU: 0.697
2023-07-29 08:38:17,345 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.943, mIoU: 0.698
2023-07-29 08:38:17,459 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.943, mIoU: 0.699
2023-07-29 08:38:17,571 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.698
2023-07-29 08:38:17,683 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.944, mIoU: 0.699
2023-07-29 08:38:17,795 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.944, mIoU: 0.701
2023-07-29 08:38:17,908 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-29 08:38:18,025 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-29 08:38:18,138 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-29 08:38:18,249 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-29 08:38:18,365 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.946, mIoU: 0.703
2023-07-29 08:38:18,479 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.705
2023-07-29 08:38:18,591 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-29 08:38:18,702 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-29 08:38:18,810 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-29 08:38:18,922 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.717
2023-07-29 08:38:19,040 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.716
2023-07-29 08:38:19,151 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.944, mIoU: 0.720
2023-07-29 08:38:19,260 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.945, mIoU: 0.720
2023-07-29 08:38:19,372 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.945, mIoU: 0.725
2023-07-29 08:38:19,483 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.945, mIoU: 0.729
2023-07-29 08:38:19,595 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.945, mIoU: 0.727
2023-07-29 08:38:19,707 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.728
2023-07-29 08:38:19,817 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.730
2023-07-29 08:38:19,923 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.944, mIoU: 0.729
2023-07-29 08:38:20,030 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.944, mIoU: 0.732
2023-07-29 08:38:20,138 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-29 08:38:20,250 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-29 08:38:20,365 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.942, mIoU: 0.731
2023-07-29 08:38:20,483 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-29 08:38:20,595 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-29 08:38:20,707 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.941, mIoU: 0.728
2023-07-29 08:38:20,820 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.729
2023-07-29 08:38:20,935 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.941, mIoU: 0.728
2023-07-29 08:38:21,049 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.941, mIoU: 0.728
2023-07-29 08:38:21,158 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.942, mIoU: 0.727
2023-07-29 08:38:21,266 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.941, mIoU: 0.729
2023-07-29 08:38:21,376 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.941, mIoU: 0.728
2023-07-29 08:38:21,486 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.942, mIoU: 0.728
2023-07-29 08:38:21,597 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-29 08:38:21,712 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-29 08:38:21,826 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.941, mIoU: 0.728
2023-07-29 08:38:21,940 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.941, mIoU: 0.730
2023-07-29 08:38:22,056 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.941, mIoU: 0.729
2023-07-29 08:38:22,170 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.941, mIoU: 0.728
2023-07-29 08:38:22,276 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-29 08:38:22,385 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-29 08:38:22,491 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-29 08:38:22,609 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-29 08:38:22,730 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-29 08:38:22,849 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.938, mIoU: 0.723
2023-07-29 08:38:22,966 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-29 08:38:23,088 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-29 08:38:23,204 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.937, mIoU: 0.704
2023-07-29 08:38:23,320 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.938, mIoU: 0.703
2023-07-29 08:38:23,436 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.938, mIoU: 0.704
2023-07-29 08:38:23,553 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.938, mIoU: 0.704
2023-07-29 08:38:23,666 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.938, mIoU: 0.704
2023-07-29 08:38:23,782 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.938, mIoU: 0.704
2023-07-29 08:38:23,898 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.938, mIoU: 0.704
2023-07-29 08:38:24,012 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.938, mIoU: 0.704
2023-07-29 08:38:24,128 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.937, mIoU: 0.704
2023-07-29 08:38:24,244 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.936, mIoU: 0.703
2023-07-29 08:38:24,360 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.701
2023-07-29 08:38:24,472 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.935, mIoU: 0.701
2023-07-29 08:38:24,587 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.701
2023-07-29 08:38:24,701 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.935, mIoU: 0.701
2023-07-29 08:38:24,815 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.936, mIoU: 0.701
2023-07-29 08:38:24,926 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.936, mIoU: 0.700
2023-07-29 08:38:25,038 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.936, mIoU: 0.701
2023-07-29 08:38:25,153 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.936, mIoU: 0.701
2023-07-29 08:38:25,268 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.935, mIoU: 0.700
2023-07-29 08:38:25,388 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.935, mIoU: 0.700
2023-07-29 08:38:25,500 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.935, mIoU: 0.700
2023-07-29 08:38:25,610 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.936, mIoU: 0.700
2023-07-29 08:38:25,722 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.936, mIoU: 0.699
2023-07-29 08:38:25,836 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.936, mIoU: 0.699
2023-07-29 08:38:25,951 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.936, mIoU: 0.699
2023-07-29 08:38:26,067 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.706
2023-07-29 08:38:26,180 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.936, mIoU: 0.708
2023-07-29 08:38:26,290 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.936, mIoU: 0.708
2023-07-29 08:38:26,406 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.936, mIoU: 0.708
2023-07-29 08:38:26,517 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.936, mIoU: 0.708
2023-07-29 08:38:26,629 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.936, mIoU: 0.707
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2023-07-29 08:38:48,694 semantic_segmentation INFO: Sample: 319, Validation pixAcc: 0.940, mIoU: 0.690
2023-07-29 08:38:48,801 semantic_segmentation INFO: Sample: 320, Validation pixAcc: 0.940, mIoU: 0.689
2023-07-29 08:38:48,905 semantic_segmentation INFO: Sample: 321, Validation pixAcc: 0.940, mIoU: 0.689
2023-07-29 08:38:49,011 semantic_segmentation INFO: Sample: 322, Validation pixAcc: 0.940, mIoU: 0.689
2023-07-29 08:38:49,115 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.939, mIoU: 0.688
2023-07-29 08:38:49,223 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.939, mIoU: 0.688
2023-07-29 08:38:49,327 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.939, mIoU: 0.688
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2023-07-29 08:38:49,554 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.939, mIoU: 0.689
2023-07-29 08:38:49,670 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.940, mIoU: 0.689
2023-07-29 08:38:49,786 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.940, mIoU: 0.690
2023-07-29 08:38:49,901 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.940, mIoU: 0.690
2023-07-29 08:38:50,014 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.940, mIoU: 0.690
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2023-07-29 08:38:50,343 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.940, mIoU: 0.690
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2023-07-29 08:38:50,933 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.940, mIoU: 0.691
2023-07-29 08:38:51,050 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.940, mIoU: 0.691
2023-07-29 08:38:51,165 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.941, mIoU: 0.691
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2023-07-29 08:38:51,868 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.941, mIoU: 0.692
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2023-07-29 08:38:53,943 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.942, mIoU: 0.694
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2023-07-29 08:38:56,945 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.944, mIoU: 0.698
2023-07-29 08:38:57,058 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.944, mIoU: 0.698
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2023-07-29 08:38:58,643 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.945, mIoU: 0.699
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2023-07-29 08:38:58,983 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-29 08:38:59,098 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.945, mIoU: 0.699
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2023-07-29 08:38:59,985 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-29 08:39:00,100 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.945, mIoU: 0.700
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2023-07-29 08:39:00,333 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.946, mIoU: 0.700
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2023-07-29 08:39:00,679 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-29 08:39:00,789 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-29 08:39:00,901 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-29 08:39:01,009 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-29 08:39:01,122 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-29 08:39:01,238 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.946, mIoU: 0.700
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2023-07-29 08:39:01,470 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-29 08:39:01,583 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-29 08:39:01,697 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-29 08:39:01,805 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-29 08:39:01,914 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-29 08:39:02,019 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-29 08:39:02,129 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.946, mIoU: 0.701
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2023-07-29 08:39:02,931 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.947, mIoU: 0.701
2023-07-29 08:39:03,039 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.947, mIoU: 0.701
2023-07-29 08:39:03,144 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.947, mIoU: 0.701
2023-07-29 08:39:03,252 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.947, mIoU: 0.701
2023-07-29 08:39:03,362 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.947, mIoU: 0.701
2023-07-29 08:39:03,473 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.947, mIoU: 0.702
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2023-07-29 08:39:03,715 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.947, mIoU: 0.702
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2023-07-29 08:39:05,394 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.948, mIoU: 0.703
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2023-07-29 08:39:05,817 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-29 08:39:05,922 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-29 08:39:06,039 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.948, mIoU: 0.703
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2023-07-29 08:39:07,780 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.948, mIoU: 0.704
2023-07-29 08:39:07,894 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.704
2023-07-29 08:39:08,007 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.704
2023-07-29 08:39:08,120 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.948, mIoU: 0.704
2023-07-29 08:39:08,234 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.948, mIoU: 0.704
2023-07-29 08:39:08,347 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.948, mIoU: 0.704
2023-07-29 08:39:08,462 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.948, mIoU: 0.704
2023-07-29 08:39:08,571 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.948, mIoU: 0.705
2023-07-29 08:39:08,683 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.948, mIoU: 0.705
2023-07-29 08:39:08,797 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.948, mIoU: 0.705
2023-07-29 08:39:08,912 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.948, mIoU: 0.705
2023-07-29 08:39:09,026 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.948, mIoU: 0.705
2023-07-29 08:39:09,139 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.705
2023-07-29 08:39:09,251 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.705
2023-07-29 08:39:43,390 semantic_segmentation INFO: Iters: 46410/150000 || Lr: 0.014333 || Task Loss: 0.2095 || KD Loss: 0.0466|| 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, 18:56:50 || Estimated Time: 3 days, 23:51:36
2023-07-29 08:40:17,231 semantic_segmentation INFO: Iters: 46420/150000 || Lr: 0.014332 || Task Loss: 0.2119 || KD Loss: 0.0489|| 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, 18:57:24 || Estimated Time: 3 days, 23:51:04
2023-07-29 08:40:51,251 semantic_segmentation INFO: Iters: 46430/150000 || Lr: 0.014331 || Task Loss: 0.2026 || KD Loss: 0.0551|| 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, 18:57:58 || Estimated Time: 3 days, 23:50:33
2023-07-29 08:41:25,271 semantic_segmentation INFO: Iters: 46440/150000 || Lr: 0.014329 || Task Loss: 0.1917 || KD Loss: 0.0601|| 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, 18:58:32 || Estimated Time: 3 days, 23:50:01
2023-07-29 08:41:58,950 semantic_segmentation INFO: Iters: 46450/150000 || Lr: 0.014328 || Task Loss: 0.2481 || KD Loss: 0.0643|| 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, 18:59:05 || Estimated Time: 3 days, 23:49:28
2023-07-29 08:42:32,763 semantic_segmentation INFO: Iters: 46460/150000 || Lr: 0.014327 || Task Loss: 0.2055 || KD Loss: 0.0616|| 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, 18:59:39 || Estimated Time: 3 days, 23:48:56
2023-07-29 08:43:06,626 semantic_segmentation INFO: Iters: 46470/150000 || Lr: 0.014326 || Task Loss: 0.1761 || KD Loss: 0.0400|| 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, 19:00:13 || Estimated Time: 3 days, 23:48:24
2023-07-29 08:43:40,460 semantic_segmentation INFO: Iters: 46480/150000 || Lr: 0.014324 || Task Loss: 0.2390 || KD Loss: 0.0868|| 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, 19:00:47 || Estimated Time: 3 days, 23:47:52
2023-07-29 08:44:14,278 semantic_segmentation INFO: Iters: 46490/150000 || Lr: 0.014323 || Task Loss: 0.2770 || KD Loss: 0.0973|| 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, 19:01:21 || Estimated Time: 3 days, 23:47:20
2023-07-29 08:44:48,089 semantic_segmentation INFO: Iters: 46500/150000 || Lr: 0.014322 || Task Loss: 0.1927 || KD Loss: 0.0515|| 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, 19:01:54 || Estimated Time: 3 days, 23:46:48
2023-07-29 08:45:21,855 semantic_segmentation INFO: Iters: 46510/150000 || Lr: 0.014321 || Task Loss: 0.1532 || KD Loss: 0.0488|| 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, 19:02:28 || Estimated Time: 3 days, 23:46:15
2023-07-29 08:45:55,635 semantic_segmentation INFO: Iters: 46520/150000 || Lr: 0.014319 || Task Loss: 0.1493 || KD Loss: 0.0407|| 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, 19:03:02 || Estimated Time: 3 days, 23:45:43
2023-07-29 08:46:29,213 semantic_segmentation INFO: Iters: 46530/150000 || Lr: 0.014318 || Task Loss: 0.3134 || KD Loss: 0.1054|| 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, 19:03:36 || Estimated Time: 3 days, 23:45:10
2023-07-29 08:47:02,702 semantic_segmentation INFO: Iters: 46540/150000 || Lr: 0.014317 || Task Loss: 0.2035 || KD Loss: 0.0623|| 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, 19:04:09 || Estimated Time: 3 days, 23:44:37
2023-07-29 08:47:36,179 semantic_segmentation INFO: Iters: 46550/150000 || Lr: 0.014316 || Task Loss: 0.1908 || KD Loss: 0.0429|| 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, 19:04:43 || Estimated Time: 3 days, 23:44:04
2023-07-29 08:48:09,495 semantic_segmentation INFO: Iters: 46560/150000 || Lr: 0.014314 || Task Loss: 0.3020 || KD Loss: 0.0831|| 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, 19:05:16 || Estimated Time: 3 days, 23:43:31
2023-07-29 08:48:42,846 semantic_segmentation INFO: Iters: 46570/150000 || Lr: 0.014313 || Task Loss: 0.1845 || KD Loss: 0.0497|| 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, 19:05:49 || Estimated Time: 3 days, 23:42:58
2023-07-29 08:49:16,121 semantic_segmentation INFO: Iters: 46580/150000 || Lr: 0.014312 || Task Loss: 0.2634 || KD Loss: 0.0785|| 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, 19:06:22 || Estimated Time: 3 days, 23:42:24
2023-07-29 08:49:49,392 semantic_segmentation INFO: Iters: 46590/150000 || Lr: 0.014311 || Task Loss: 0.1879 || KD Loss: 0.0522|| 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: 1 day, 19:06:56 || Estimated Time: 3 days, 23:41:51
2023-07-29 08:50:22,764 semantic_segmentation INFO: Iters: 46600/150000 || Lr: 0.014309 || Task Loss: 0.1668 || KD Loss: 0.0600|| 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, 19:07:29 || Estimated Time: 3 days, 23:41:18
2023-07-29 08:50:56,002 semantic_segmentation INFO: Iters: 46610/150000 || Lr: 0.014308 || Task Loss: 0.2489 || KD Loss: 0.0596|| 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: 1 day, 19:08:02 || Estimated Time: 3 days, 23:40:44
2023-07-29 08:51:29,392 semantic_segmentation INFO: Iters: 46620/150000 || Lr: 0.014307 || Task Loss: 0.2249 || KD Loss: 0.0806|| 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, 19:08:36 || Estimated Time: 3 days, 23:40:11
2023-07-29 08:52:02,738 semantic_segmentation INFO: Iters: 46630/150000 || Lr: 0.014306 || Task Loss: 0.2181 || KD Loss: 0.0859|| 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, 19:09:09 || Estimated Time: 3 days, 23:39:38
2023-07-29 08:52:36,089 semantic_segmentation INFO: Iters: 46640/150000 || Lr: 0.014304 || Task Loss: 0.1678 || KD Loss: 0.0422|| 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, 19:09:42 || Estimated Time: 3 days, 23:39:05
2023-07-29 08:53:09,415 semantic_segmentation INFO: Iters: 46650/150000 || Lr: 0.014303 || Task Loss: 0.2278 || KD Loss: 0.0521|| 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, 19:10:16 || Estimated Time: 3 days, 23:38:31
2023-07-29 08:53:42,696 semantic_segmentation INFO: Iters: 46660/150000 || Lr: 0.014302 || Task Loss: 0.2112 || KD Loss: 0.0673|| 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, 19:10:49 || Estimated Time: 3 days, 23:37:58
2023-07-29 08:54:16,099 semantic_segmentation INFO: Iters: 46670/150000 || Lr: 0.014301 || Task Loss: 0.2155 || KD Loss: 0.0581|| 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, 19:11:22 || Estimated Time: 3 days, 23:37:25
2023-07-29 08:54:49,471 semantic_segmentation INFO: Iters: 46680/150000 || Lr: 0.014299 || Task Loss: 0.2183 || KD Loss: 0.0739|| 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, 19:11:56 || Estimated Time: 3 days, 23:36:52
2023-07-29 08:55:22,826 semantic_segmentation INFO: Iters: 46690/150000 || Lr: 0.014298 || Task Loss: 0.2072 || KD Loss: 0.0575|| 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, 19:12:29 || Estimated Time: 3 days, 23:36:19
2023-07-29 08:55:56,156 semantic_segmentation INFO: Iters: 46700/150000 || Lr: 0.014297 || Task Loss: 0.1785 || KD Loss: 0.0620|| 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, 19:13:03 || Estimated Time: 3 days, 23:35:45
2023-07-29 08:56:29,579 semantic_segmentation INFO: Iters: 46710/150000 || Lr: 0.014296 || Task Loss: 0.2375 || KD Loss: 0.0527|| 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, 19:13:36 || Estimated Time: 3 days, 23:35:12
2023-07-29 08:57:02,971 semantic_segmentation INFO: Iters: 46720/150000 || Lr: 0.014294 || Task Loss: 0.1804 || KD Loss: 0.0563|| 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, 19:14:09 || Estimated Time: 3 days, 23:34:39
2023-07-29 08:57:36,354 semantic_segmentation INFO: Iters: 46730/150000 || Lr: 0.014293 || Task Loss: 0.1883 || KD Loss: 0.0529|| 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, 19:14:43 || Estimated Time: 3 days, 23:34:06
2023-07-29 08:58:09,849 semantic_segmentation INFO: Iters: 46740/150000 || Lr: 0.014292 || Task Loss: 0.2092 || KD Loss: 0.0504|| 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, 19:15:16 || Estimated Time: 3 days, 23:33:33
2023-07-29 08:58:43,215 semantic_segmentation INFO: Iters: 46750/150000 || Lr: 0.014291 || Task Loss: 0.2338 || KD Loss: 0.0678|| 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, 19:15:50 || Estimated Time: 3 days, 23:33:00
2023-07-29 08:59:16,684 semantic_segmentation INFO: Iters: 46760/150000 || Lr: 0.014289 || Task Loss: 0.1984 || KD Loss: 0.0689|| 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, 19:16:23 || Estimated Time: 3 days, 23:32:27
2023-07-29 08:59:50,087 semantic_segmentation INFO: Iters: 46770/150000 || Lr: 0.014288 || Task Loss: 0.3942 || KD Loss: 0.1500|| 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, 19:16:56 || Estimated Time: 3 days, 23:31:54
2023-07-29 09:00:23,574 semantic_segmentation INFO: Iters: 46780/150000 || Lr: 0.014287 || Task Loss: 0.2303 || KD Loss: 0.0550|| 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, 19:17:30 || Estimated Time: 3 days, 23:31:21
2023-07-29 09:00:56,898 semantic_segmentation INFO: Iters: 46790/150000 || Lr: 0.014286 || Task Loss: 0.1898 || KD Loss: 0.0538|| 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, 19:18:03 || Estimated Time: 3 days, 23:30:47
2023-07-29 09:01:30,401 semantic_segmentation INFO: Iters: 46800/150000 || Lr: 0.014284 || Task Loss: 0.2700 || KD Loss: 0.0850|| 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, 19:18:37 || Estimated Time: 3 days, 23:30:14
2023-07-29 09:02:03,841 semantic_segmentation INFO: Iters: 46810/150000 || Lr: 0.014283 || Task Loss: 0.2628 || KD Loss: 0.1153|| 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, 19:19:10 || Estimated Time: 3 days, 23:29:41
2023-07-29 09:02:37,193 semantic_segmentation INFO: Iters: 46820/150000 || Lr: 0.014282 || Task Loss: 0.2362 || KD Loss: 0.0659|| 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, 19:19:44 || Estimated Time: 3 days, 23:29:08
2023-07-29 09:03:14,030 semantic_segmentation INFO: Iters: 46830/150000 || Lr: 0.014281 || Task Loss: 0.1789 || KD Loss: 0.0501|| 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: 1 day, 19:20:20 || Estimated Time: 3 days, 23:28:43
2023-07-29 09:03:47,266 semantic_segmentation INFO: Iters: 46840/150000 || Lr: 0.014279 || Task Loss: 0.2275 || KD Loss: 0.0535|| 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, 19:20:54 || Estimated Time: 3 days, 23:28:09
2023-07-29 09:04:20,625 semantic_segmentation INFO: Iters: 46850/150000 || Lr: 0.014278 || Task Loss: 0.2968 || KD Loss: 0.1005|| 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, 19:21:27 || Estimated Time: 3 days, 23:27:36
2023-07-29 09:04:53,966 semantic_segmentation INFO: Iters: 46860/150000 || Lr: 0.014277 || Task Loss: 0.1262 || KD Loss: 0.0586|| 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, 19:22:00 || Estimated Time: 3 days, 23:27:03
2023-07-29 09:05:27,401 semantic_segmentation INFO: Iters: 46870/150000 || Lr: 0.014276 || Task Loss: 0.2903 || KD Loss: 0.0622|| 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: 1 day, 19:22:34 || Estimated Time: 3 days, 23:26:30
2023-07-29 09:06:00,718 semantic_segmentation INFO: Iters: 46880/150000 || Lr: 0.014274 || Task Loss: 0.2928 || KD Loss: 0.0779|| 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, 19:23:07 || Estimated Time: 3 days, 23:25:56
2023-07-29 09:06:34,071 semantic_segmentation INFO: Iters: 46890/150000 || Lr: 0.014273 || Task Loss: 0.2056 || KD Loss: 0.0537|| 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, 19:23:40 || Estimated Time: 3 days, 23:25:23
2023-07-29 09:07:07,328 semantic_segmentation INFO: Iters: 46900/150000 || Lr: 0.014272 || Task Loss: 0.2479 || KD Loss: 0.0602|| 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, 19:24:14 || Estimated Time: 3 days, 23:24:50
2023-07-29 09:07:40,594 semantic_segmentation INFO: Iters: 46910/150000 || Lr: 0.014271 || Task Loss: 0.2297 || KD Loss: 0.0881|| 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, 19:24:47 || Estimated Time: 3 days, 23:24:16
2023-07-29 09:08:13,899 semantic_segmentation INFO: Iters: 46920/150000 || Lr: 0.014269 || Task Loss: 0.2884 || KD Loss: 0.0945|| 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, 19:25:20 || Estimated Time: 3 days, 23:23:43
2023-07-29 09:08:47,216 semantic_segmentation INFO: Iters: 46930/150000 || Lr: 0.014268 || Task Loss: 0.2755 || KD Loss: 0.0819|| 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, 19:25:54 || Estimated Time: 3 days, 23:23:10
2023-07-29 09:09:20,472 semantic_segmentation INFO: Iters: 46940/150000 || Lr: 0.014267 || Task Loss: 0.1895 || KD Loss: 0.0466|| 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, 19:26:27 || Estimated Time: 3 days, 23:22:36
2023-07-29 09:09:53,815 semantic_segmentation INFO: Iters: 46950/150000 || Lr: 0.014266 || Task Loss: 0.2742 || KD Loss: 0.0830|| 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, 19:27:00 || Estimated Time: 3 days, 23:22:03
2023-07-29 09:10:27,016 semantic_segmentation INFO: Iters: 46960/150000 || Lr: 0.014265 || Task Loss: 0.2342 || KD Loss: 0.0600|| 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, 19:27:33 || Estimated Time: 3 days, 23:21:29
2023-07-29 09:11:00,370 semantic_segmentation INFO: Iters: 46970/150000 || Lr: 0.014263 || Task Loss: 0.2225 || KD Loss: 0.0749|| 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, 19:28:07 || Estimated Time: 3 days, 23:20:56
2023-07-29 09:11:33,575 semantic_segmentation INFO: Iters: 46980/150000 || Lr: 0.014262 || Task Loss: 0.2571 || KD Loss: 0.0803|| 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, 19:28:40 || Estimated Time: 3 days, 23:20:22
2023-07-29 09:12:06,937 semantic_segmentation INFO: Iters: 46990/150000 || Lr: 0.014261 || Task Loss: 0.2064 || KD Loss: 0.0545|| 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, 19:29:13 || Estimated Time: 3 days, 23:19:49
2023-07-29 09:12:40,211 semantic_segmentation INFO: Iters: 47000/150000 || Lr: 0.014260 || Task Loss: 0.2009 || KD Loss: 0.0609|| 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, 19:29:47 || Estimated Time: 3 days, 23:19:16
2023-07-29 09:13:13,703 semantic_segmentation INFO: Iters: 47010/150000 || Lr: 0.014258 || Task Loss: 0.1642 || KD Loss: 0.0472|| 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, 19:30:20 || Estimated Time: 3 days, 23:18:43
2023-07-29 09:13:46,888 semantic_segmentation INFO: Iters: 47020/150000 || Lr: 0.014257 || Task Loss: 0.1262 || KD Loss: 0.0374|| 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, 19:30:53 || Estimated Time: 3 days, 23:18:09
2023-07-29 09:14:20,257 semantic_segmentation INFO: Iters: 47030/150000 || Lr: 0.014256 || Task Loss: 0.2812 || KD Loss: 0.0744|| 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, 19:31:27 || Estimated Time: 3 days, 23:17:36
2023-07-29 09:14:53,563 semantic_segmentation INFO: Iters: 47040/150000 || Lr: 0.014255 || Task Loss: 0.1767 || KD Loss: 0.0539|| 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: 1 day, 19:32:00 || Estimated Time: 3 days, 23:17:03
2023-07-29 09:15:26,839 semantic_segmentation INFO: Iters: 47050/150000 || Lr: 0.014253 || Task Loss: 0.2150 || KD Loss: 0.0456|| 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, 19:32:33 || Estimated Time: 3 days, 23:16:29
2023-07-29 09:16:00,129 semantic_segmentation INFO: Iters: 47060/150000 || Lr: 0.014252 || Task Loss: 0.2920 || KD Loss: 0.0578|| 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: 1 day, 19:33:06 || Estimated Time: 3 days, 23:15:56
2023-07-29 09:16:33,347 semantic_segmentation INFO: Iters: 47070/150000 || Lr: 0.014251 || Task Loss: 0.2395 || KD Loss: 0.0570|| 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, 19:33:40 || Estimated Time: 3 days, 23:15:22
2023-07-29 09:17:06,657 semantic_segmentation INFO: Iters: 47080/150000 || Lr: 0.014250 || Task Loss: 0.2301 || KD Loss: 0.0701|| 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, 19:34:13 || Estimated Time: 3 days, 23:14:49
2023-07-29 09:17:39,854 semantic_segmentation INFO: Iters: 47090/150000 || Lr: 0.014248 || Task Loss: 0.2033 || KD Loss: 0.0435|| 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, 19:34:46 || Estimated Time: 3 days, 23:14:16
2023-07-29 09:18:13,311 semantic_segmentation INFO: Iters: 47100/150000 || Lr: 0.014247 || Task Loss: 0.1769 || KD Loss: 0.0446|| 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, 19:35:20 || Estimated Time: 3 days, 23:13:42
2023-07-29 09:18:46,553 semantic_segmentation INFO: Iters: 47110/150000 || Lr: 0.014246 || Task Loss: 0.1822 || KD Loss: 0.0747|| 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, 19:35:53 || Estimated Time: 3 days, 23:13:09
2023-07-29 09:19:19,909 semantic_segmentation INFO: Iters: 47120/150000 || Lr: 0.014245 || Task Loss: 0.2908 || KD Loss: 0.0766|| 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, 19:36:26 || Estimated Time: 3 days, 23:12:36
2023-07-29 09:19:53,253 semantic_segmentation INFO: Iters: 47130/150000 || Lr: 0.014243 || Task Loss: 0.1803 || KD Loss: 0.0395|| 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, 19:37:00 || Estimated Time: 3 days, 23:12:03
2023-07-29 09:20:26,504 semantic_segmentation INFO: Iters: 47140/150000 || Lr: 0.014242 || Task Loss: 0.3829 || KD Loss: 0.0748|| 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: 1 day, 19:37:33 || Estimated Time: 3 days, 23:11:29
2023-07-29 09:20:59,747 semantic_segmentation INFO: Iters: 47150/150000 || Lr: 0.014241 || Task Loss: 0.2094 || KD Loss: 0.0562|| 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, 19:38:06 || Estimated Time: 3 days, 23:10:56
2023-07-29 09:21:33,064 semantic_segmentation INFO: Iters: 47160/150000 || Lr: 0.014240 || Task Loss: 0.1584 || KD Loss: 0.0407|| 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, 19:38:39 || Estimated Time: 3 days, 23:10:22
2023-07-29 09:22:06,376 semantic_segmentation INFO: Iters: 47170/150000 || Lr: 0.014238 || Task Loss: 0.2739 || KD Loss: 0.0801|| 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, 19:39:13 || Estimated Time: 3 days, 23:09:49
2023-07-29 09:22:39,692 semantic_segmentation INFO: Iters: 47180/150000 || Lr: 0.014237 || Task Loss: 0.1906 || KD Loss: 0.0410|| 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, 19:39:46 || Estimated Time: 3 days, 23:09:16
2023-07-29 09:23:13,056 semantic_segmentation INFO: Iters: 47190/150000 || Lr: 0.014236 || Task Loss: 0.2024 || KD Loss: 0.0575|| 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, 19:40:19 || Estimated Time: 3 days, 23:08:42
2023-07-29 09:23:46,420 semantic_segmentation INFO: Iters: 47200/150000 || Lr: 0.014235 || Task Loss: 0.1696 || KD Loss: 0.0411|| 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, 19:40:53 || Estimated Time: 3 days, 23:08:09
2023-07-29 09:23:46,495 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 09:23:47,345 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.405
2023-07-29 09:23:47,463 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.500
2023-07-29 09:23:47,575 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.512
2023-07-29 09:23:47,690 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.540
2023-07-29 09:23:47,811 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.533
2023-07-29 09:23:47,923 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.533
2023-07-29 09:23:48,037 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.568
2023-07-29 09:23:48,145 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.612
2023-07-29 09:23:48,253 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.654
2023-07-29 09:23:48,360 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.698
2023-07-29 09:23:48,467 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.702
2023-07-29 09:23:48,574 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.708
2023-07-29 09:23:48,682 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.714
2023-07-29 09:23:48,789 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.710
2023-07-29 09:23:48,899 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.686
2023-07-29 09:23:49,009 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.675
2023-07-29 09:23:49,123 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.675
2023-07-29 09:23:49,242 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.676
2023-07-29 09:23:49,356 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.682
2023-07-29 09:23:49,469 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.688
2023-07-29 09:23:49,582 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.689
2023-07-29 09:23:49,694 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-29 09:23:49,802 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-29 09:23:49,910 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-29 09:23:50,020 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.943, mIoU: 0.702
2023-07-29 09:23:50,127 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.944, mIoU: 0.705
2023-07-29 09:23:50,234 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 09:23:50,343 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.942, mIoU: 0.688
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2023-07-29 09:23:50,567 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.942, mIoU: 0.702
2023-07-29 09:23:50,689 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.942, mIoU: 0.701
2023-07-29 09:23:50,806 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.698
2023-07-29 09:23:50,923 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.700
2023-07-29 09:23:51,041 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.698
2023-07-29 09:23:51,155 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.700
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2023-07-29 09:23:51,381 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-29 09:23:51,499 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.941, mIoU: 0.695
2023-07-29 09:23:51,611 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.688
2023-07-29 09:23:51,722 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.689
2023-07-29 09:23:51,832 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.691
2023-07-29 09:23:51,944 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.943, mIoU: 0.691
2023-07-29 09:23:52,052 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.943, mIoU: 0.691
2023-07-29 09:23:52,158 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.944, mIoU: 0.693
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2023-07-29 09:23:52,371 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.945, mIoU: 0.693
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2023-07-29 09:23:52,583 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.946, mIoU: 0.692
2023-07-29 09:23:52,688 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.946, mIoU: 0.693
2023-07-29 09:23:52,795 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.946, mIoU: 0.695
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2023-07-29 09:23:53,019 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.702
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2023-07-29 09:23:53,714 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-29 09:23:53,829 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.944, mIoU: 0.709
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2023-07-29 09:23:54,731 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.942, mIoU: 0.716
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2023-07-29 09:23:54,943 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.941, mIoU: 0.715
2023-07-29 09:23:55,056 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.942, mIoU: 0.715
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2023-07-29 09:23:56,704 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.939, mIoU: 0.710
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2023-07-29 09:23:57,051 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.940, mIoU: 0.711
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2023-07-29 09:23:57,839 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.941, mIoU: 0.726
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2023-07-29 09:23:59,719 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.938, mIoU: 0.722
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2023-07-29 09:24:00,060 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.939, mIoU: 0.721
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2023-07-29 09:24:01,074 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.939, mIoU: 0.725
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2023-07-29 09:24:01,299 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.939, mIoU: 0.727
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2023-07-29 09:24:01,639 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.939, mIoU: 0.728
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2023-07-29 09:24:01,975 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.940, mIoU: 0.728
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2023-07-29 09:24:12,021 semantic_segmentation INFO: Sample: 221, Validation pixAcc: 0.944, mIoU: 0.722
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2023-07-29 09:24:23,079 semantic_segmentation INFO: Sample: 321, Validation pixAcc: 0.941, mIoU: 0.700
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2023-07-29 09:24:23,291 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.940, mIoU: 0.699
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2023-07-29 09:24:23,714 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.940, mIoU: 0.700
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2023-07-29 09:24:26,018 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.942, mIoU: 0.703
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2023-07-29 09:24:28,072 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.943, mIoU: 0.705
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2023-07-29 09:24:33,971 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.946, mIoU: 0.710
2023-07-29 09:24:34,086 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-29 09:24:34,197 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-29 09:24:34,307 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-29 09:24:34,420 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-29 09:24:34,531 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-29 09:24:34,641 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-29 09:24:34,753 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-29 09:24:34,857 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-29 09:24:34,962 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-29 09:24:35,067 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-29 09:24:35,172 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-29 09:24:35,276 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-29 09:24:35,383 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.947, mIoU: 0.712
2023-07-29 09:24:35,495 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-29 09:24:35,611 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-29 09:24:35,740 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.947, mIoU: 0.712
2023-07-29 09:24:35,855 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.947, mIoU: 0.712
2023-07-29 09:24:35,969 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.947, mIoU: 0.712
2023-07-29 09:24:36,083 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.947, mIoU: 0.712
2023-07-29 09:24:36,195 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-29 09:24:36,304 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-29 09:24:36,413 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-29 09:24:36,521 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-29 09:24:36,635 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-29 09:24:36,755 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-29 09:24:36,870 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-29 09:24:36,985 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-29 09:24:37,100 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-29 09:24:37,213 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-29 09:24:37,319 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-29 09:24:37,427 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-29 09:24:37,532 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-29 09:24:37,647 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-29 09:24:37,767 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-29 09:24:37,882 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-29 09:24:37,997 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-29 09:24:38,111 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-29 09:24:38,227 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-29 09:24:38,341 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-29 09:24:38,459 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-29 09:24:38,572 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.948, mIoU: 0.714
2023-07-29 09:24:38,684 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.948, mIoU: 0.714
2023-07-29 09:24:38,810 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.948, mIoU: 0.714
2023-07-29 09:24:38,925 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-29 09:24:39,041 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 09:24:39,157 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 09:24:39,269 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 09:24:39,380 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 09:24:39,494 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 09:24:39,609 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 09:24:39,720 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 09:24:39,835 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.949, mIoU: 0.714
2023-07-29 09:24:39,946 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.949, mIoU: 0.714
2023-07-29 09:24:40,056 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.949, mIoU: 0.714
2023-07-29 09:24:40,164 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.949, mIoU: 0.714
2023-07-29 09:24:40,271 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 09:24:40,372 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.949, mIoU: 0.714
2023-07-29 09:24:40,479 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 09:24:40,583 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 09:24:40,686 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 09:24:40,792 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 09:24:40,897 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 09:24:41,003 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 09:24:41,108 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 09:24:41,214 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 09:24:41,319 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 09:24:41,422 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 09:24:41,525 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 09:24:41,629 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-29 09:24:41,732 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 09:24:41,839 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 09:24:41,947 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 09:24:42,056 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 09:24:42,170 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 09:24:42,287 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 09:24:42,400 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 09:24:42,513 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 09:24:42,625 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 09:24:42,737 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 09:24:42,846 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 09:24:42,954 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 09:24:43,058 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 09:25:16,836 semantic_segmentation INFO: Iters: 47210/150000 || Lr: 0.014233 || Task Loss: 0.2196 || KD Loss: 0.0688|| 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, 19:42:23 || Estimated Time: 3 days, 23:09:40
2023-07-29 09:25:50,058 semantic_segmentation INFO: Iters: 47220/150000 || Lr: 0.014232 || Task Loss: 0.1794 || KD Loss: 0.0426|| 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, 19:42:56 || Estimated Time: 3 days, 23:09:07
2023-07-29 09:26:23,387 semantic_segmentation INFO: Iters: 47230/150000 || Lr: 0.014231 || Task Loss: 0.1518 || KD Loss: 0.0490|| 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, 19:43:30 || Estimated Time: 3 days, 23:08:33
2023-07-29 09:26:56,434 semantic_segmentation INFO: Iters: 47240/150000 || Lr: 0.014230 || Task Loss: 0.2469 || KD Loss: 0.0890|| 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, 19:44:03 || Estimated Time: 3 days, 23:07:59
2023-07-29 09:27:31,899 semantic_segmentation INFO: Iters: 47250/150000 || Lr: 0.014228 || Task Loss: 0.2893 || KD Loss: 0.0772|| 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, 19:44:38 || Estimated Time: 3 days, 23:07:30
2023-07-29 09:28:06,257 semantic_segmentation INFO: Iters: 47260/150000 || Lr: 0.014227 || Task Loss: 0.1871 || KD Loss: 0.0457|| 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, 19:45:13 || Estimated Time: 3 days, 23:07:00
2023-07-29 09:28:39,459 semantic_segmentation INFO: Iters: 47270/150000 || Lr: 0.014226 || Task Loss: 0.2032 || KD Loss: 0.0366|| 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, 19:45:46 || Estimated Time: 3 days, 23:06:26
2023-07-29 09:29:12,768 semantic_segmentation INFO: Iters: 47280/150000 || Lr: 0.014225 || Task Loss: 0.2154 || KD Loss: 0.0590|| 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: 1 day, 19:46:19 || Estimated Time: 3 days, 23:05:53
2023-07-29 09:29:45,982 semantic_segmentation INFO: Iters: 47290/150000 || Lr: 0.014223 || Task Loss: 0.1875 || KD Loss: 0.0882|| 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, 19:46:52 || Estimated Time: 3 days, 23:05:19
2023-07-29 09:30:19,214 semantic_segmentation INFO: Iters: 47300/150000 || Lr: 0.014222 || Task Loss: 0.1897 || KD Loss: 0.0500|| 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, 19:47:26 || Estimated Time: 3 days, 23:04:46
2023-07-29 09:30:52,455 semantic_segmentation INFO: Iters: 47310/150000 || Lr: 0.014221 || Task Loss: 0.1715 || KD Loss: 0.0519|| 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, 19:47:59 || Estimated Time: 3 days, 23:04:12
2023-07-29 09:31:25,689 semantic_segmentation INFO: Iters: 47320/150000 || Lr: 0.014220 || Task Loss: 0.1388 || KD Loss: 0.0472|| 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, 19:48:32 || Estimated Time: 3 days, 23:03:39
2023-07-29 09:31:58,949 semantic_segmentation INFO: Iters: 47330/150000 || Lr: 0.014218 || Task Loss: 0.2016 || KD Loss: 0.0501|| 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, 19:49:05 || Estimated Time: 3 days, 23:03:05
2023-07-29 09:32:32,220 semantic_segmentation INFO: Iters: 47340/150000 || Lr: 0.014217 || Task Loss: 0.2366 || KD Loss: 0.0601|| 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, 19:49:39 || Estimated Time: 3 days, 23:02:32
2023-07-29 09:33:05,509 semantic_segmentation INFO: Iters: 47350/150000 || Lr: 0.014216 || Task Loss: 0.2231 || KD Loss: 0.0725|| 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: 1 day, 19:50:12 || Estimated Time: 3 days, 23:01:58
2023-07-29 09:33:38,783 semantic_segmentation INFO: Iters: 47360/150000 || Lr: 0.014215 || Task Loss: 0.3132 || KD Loss: 0.0734|| 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, 19:50:45 || Estimated Time: 3 days, 23:01:25
2023-07-29 09:34:12,052 semantic_segmentation INFO: Iters: 47370/150000 || Lr: 0.014213 || Task Loss: 0.1950 || KD Loss: 0.0615|| 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, 19:51:18 || Estimated Time: 3 days, 23:00:51
2023-07-29 09:34:45,391 semantic_segmentation INFO: Iters: 47380/150000 || Lr: 0.014212 || Task Loss: 0.2594 || KD Loss: 0.0656|| 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: 1 day, 19:51:52 || Estimated Time: 3 days, 23:00:18
2023-07-29 09:35:18,668 semantic_segmentation INFO: Iters: 47390/150000 || Lr: 0.014211 || Task Loss: 0.2155 || KD Loss: 0.0573|| 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, 19:52:25 || Estimated Time: 3 days, 22:59:45
2023-07-29 09:35:51,956 semantic_segmentation INFO: Iters: 47400/150000 || Lr: 0.014210 || Task Loss: 0.2932 || KD Loss: 0.0694|| 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, 19:52:58 || Estimated Time: 3 days, 22:59:11
2023-07-29 09:36:25,162 semantic_segmentation INFO: Iters: 47410/150000 || Lr: 0.014208 || Task Loss: 0.1699 || KD Loss: 0.0360|| 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, 19:53:32 || Estimated Time: 3 days, 22:58:38
2023-07-29 09:36:58,431 semantic_segmentation INFO: Iters: 47420/150000 || Lr: 0.014207 || Task Loss: 0.2295 || KD Loss: 0.0401|| 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, 19:54:05 || Estimated Time: 3 days, 22:58:04
2023-07-29 09:37:31,674 semantic_segmentation INFO: Iters: 47430/150000 || Lr: 0.014206 || Task Loss: 0.2109 || KD Loss: 0.0595|| 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, 19:54:38 || Estimated Time: 3 days, 22:57:31
2023-07-29 09:38:04,988 semantic_segmentation INFO: Iters: 47440/150000 || Lr: 0.014205 || Task Loss: 0.2512 || KD Loss: 0.0660|| 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, 19:55:11 || Estimated Time: 3 days, 22:56:57
2023-07-29 09:38:38,170 semantic_segmentation INFO: Iters: 47450/150000 || Lr: 0.014203 || Task Loss: 0.2947 || KD Loss: 0.1228|| 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, 19:55:45 || Estimated Time: 3 days, 22:56:24
2023-07-29 09:39:11,339 semantic_segmentation INFO: Iters: 47460/150000 || Lr: 0.014202 || Task Loss: 0.3146 || KD Loss: 0.0843|| 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, 19:56:18 || Estimated Time: 3 days, 22:55:50
2023-07-29 09:39:44,644 semantic_segmentation INFO: Iters: 47470/150000 || Lr: 0.014201 || Task Loss: 0.2229 || KD Loss: 0.0567|| 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, 19:56:51 || Estimated Time: 3 days, 22:55:16
2023-07-29 09:40:17,934 semantic_segmentation INFO: Iters: 47480/150000 || Lr: 0.014200 || Task Loss: 0.2621 || KD Loss: 0.0801|| 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, 19:57:24 || Estimated Time: 3 days, 22:54:43
2023-07-29 09:40:51,158 semantic_segmentation INFO: Iters: 47490/150000 || Lr: 0.014198 || Task Loss: 0.1876 || KD Loss: 0.0471|| 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, 19:57:58 || Estimated Time: 3 days, 22:54:10
2023-07-29 09:41:24,430 semantic_segmentation INFO: Iters: 47500/150000 || Lr: 0.014197 || Task Loss: 0.2554 || KD Loss: 0.0795|| 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: 1 day, 19:58:31 || Estimated Time: 3 days, 22:53:36
2023-07-29 09:41:57,718 semantic_segmentation INFO: Iters: 47510/150000 || Lr: 0.014196 || Task Loss: 0.3595 || KD Loss: 0.0951|| 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, 19:59:04 || Estimated Time: 3 days, 22:53:03
2023-07-29 09:42:31,043 semantic_segmentation INFO: Iters: 47520/150000 || Lr: 0.014195 || Task Loss: 0.2295 || KD Loss: 0.0591|| 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, 19:59:37 || Estimated Time: 3 days, 22:52:29
2023-07-29 09:43:04,325 semantic_segmentation INFO: Iters: 47530/150000 || Lr: 0.014193 || Task Loss: 0.1805 || KD Loss: 0.0426|| 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, 20:00:11 || Estimated Time: 3 days, 22:51:56
2023-07-29 09:43:37,505 semantic_segmentation INFO: Iters: 47540/150000 || Lr: 0.014192 || Task Loss: 0.1752 || KD Loss: 0.0581|| 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, 20:00:44 || Estimated Time: 3 days, 22:51:22
2023-07-29 09:44:10,774 semantic_segmentation INFO: Iters: 47550/150000 || Lr: 0.014191 || Task Loss: 0.1931 || KD Loss: 0.0520|| 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, 20:01:17 || Estimated Time: 3 days, 22:50:49
2023-07-29 09:44:43,972 semantic_segmentation INFO: Iters: 47560/150000 || Lr: 0.014190 || Task Loss: 0.1780 || KD Loss: 0.0445|| 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, 20:01:50 || Estimated Time: 3 days, 22:50:15
2023-07-29 09:45:17,193 semantic_segmentation INFO: Iters: 47570/150000 || Lr: 0.014188 || Task Loss: 0.2682 || KD Loss: 0.0628|| 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, 20:02:24 || Estimated Time: 3 days, 22:49:42
2023-07-29 09:45:50,467 semantic_segmentation INFO: Iters: 47580/150000 || Lr: 0.014187 || Task Loss: 0.4296 || KD Loss: 0.1528|| 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, 20:02:57 || Estimated Time: 3 days, 22:49:08
2023-07-29 09:46:23,657 semantic_segmentation INFO: Iters: 47590/150000 || Lr: 0.014186 || Task Loss: 0.2477 || KD Loss: 0.0605|| 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, 20:03:30 || Estimated Time: 3 days, 22:48:35
2023-07-29 09:46:56,841 semantic_segmentation INFO: Iters: 47600/150000 || Lr: 0.014185 || Task Loss: 0.1680 || KD Loss: 0.0678|| 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, 20:04:03 || Estimated Time: 3 days, 22:48:01
2023-07-29 09:47:30,024 semantic_segmentation INFO: Iters: 47610/150000 || Lr: 0.014184 || Task Loss: 0.2570 || KD Loss: 0.0606|| 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, 20:04:36 || Estimated Time: 3 days, 22:47:27
2023-07-29 09:48:03,218 semantic_segmentation INFO: Iters: 47620/150000 || Lr: 0.014182 || Task Loss: 0.3419 || KD Loss: 0.0861|| 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: 1 day, 20:05:10 || Estimated Time: 3 days, 22:46:54
2023-07-29 09:48:36,478 semantic_segmentation INFO: Iters: 47630/150000 || Lr: 0.014181 || Task Loss: 0.2513 || KD Loss: 0.0749|| 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, 20:05:43 || Estimated Time: 3 days, 22:46:20
2023-07-29 09:49:09,687 semantic_segmentation INFO: Iters: 47640/150000 || Lr: 0.014180 || Task Loss: 0.1992 || KD Loss: 0.0612|| 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, 20:06:16 || Estimated Time: 3 days, 22:45:47
2023-07-29 09:49:42,962 semantic_segmentation INFO: Iters: 47650/150000 || Lr: 0.014179 || Task Loss: 0.1832 || KD Loss: 0.0458|| 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: 1 day, 20:06:49 || Estimated Time: 3 days, 22:45:13
2023-07-29 09:50:16,247 semantic_segmentation INFO: Iters: 47660/150000 || Lr: 0.014177 || Task Loss: 0.2389 || KD Loss: 0.0849|| 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, 20:07:23 || Estimated Time: 3 days, 22:44:40
2023-07-29 09:50:49,472 semantic_segmentation INFO: Iters: 47670/150000 || Lr: 0.014176 || Task Loss: 0.3701 || KD Loss: 0.1614|| 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, 20:07:56 || Estimated Time: 3 days, 22:44:06
2023-07-29 09:51:22,647 semantic_segmentation INFO: Iters: 47680/150000 || Lr: 0.014175 || Task Loss: 0.2304 || KD Loss: 0.0605|| 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, 20:08:29 || Estimated Time: 3 days, 22:43:33
2023-07-29 09:51:57,174 semantic_segmentation INFO: Iters: 47690/150000 || Lr: 0.014174 || Task Loss: 0.2690 || KD Loss: 0.0678|| 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, 20:09:04 || Estimated Time: 3 days, 22:43:01
2023-07-29 09:52:32,330 semantic_segmentation INFO: Iters: 47700/150000 || Lr: 0.014172 || Task Loss: 0.2213 || KD Loss: 0.0467|| 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, 20:09:39 || Estimated Time: 3 days, 22:42:32
2023-07-29 09:53:05,585 semantic_segmentation INFO: Iters: 47710/150000 || Lr: 0.014171 || Task Loss: 0.2214 || KD Loss: 0.0530|| 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, 20:10:12 || Estimated Time: 3 days, 22:41:59
2023-07-29 09:53:38,833 semantic_segmentation INFO: Iters: 47720/150000 || Lr: 0.014170 || Task Loss: 0.2318 || KD Loss: 0.0699|| 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, 20:10:45 || Estimated Time: 3 days, 22:41:25
2023-07-29 09:54:12,037 semantic_segmentation INFO: Iters: 47730/150000 || Lr: 0.014169 || Task Loss: 0.1960 || KD Loss: 0.0554|| 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, 20:11:18 || Estimated Time: 3 days, 22:40:52
2023-07-29 09:54:45,228 semantic_segmentation INFO: Iters: 47740/150000 || Lr: 0.014167 || Task Loss: 0.1965 || KD Loss: 0.0488|| 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, 20:11:52 || Estimated Time: 3 days, 22:40:18
2023-07-29 09:55:18,435 semantic_segmentation INFO: Iters: 47750/150000 || Lr: 0.014166 || Task Loss: 0.3081 || KD Loss: 0.1176|| 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, 20:12:25 || Estimated Time: 3 days, 22:39:45
2023-07-29 09:55:51,598 semantic_segmentation INFO: Iters: 47760/150000 || Lr: 0.014165 || Task Loss: 0.1979 || KD Loss: 0.0880|| 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, 20:12:58 || Estimated Time: 3 days, 22:39:11
2023-07-29 09:56:24,787 semantic_segmentation INFO: Iters: 47770/150000 || Lr: 0.014164 || Task Loss: 0.2255 || KD Loss: 0.0404|| 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, 20:13:31 || Estimated Time: 3 days, 22:38:37
2023-07-29 09:56:58,062 semantic_segmentation INFO: Iters: 47780/150000 || Lr: 0.014162 || Task Loss: 0.2186 || KD Loss: 0.0578|| 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, 20:14:04 || Estimated Time: 3 days, 22:38:04
2023-07-29 09:57:31,269 semantic_segmentation INFO: Iters: 47790/150000 || Lr: 0.014161 || Task Loss: 0.2448 || KD Loss: 0.0819|| 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, 20:14:38 || Estimated Time: 3 days, 22:37:30
2023-07-29 09:58:04,491 semantic_segmentation INFO: Iters: 47800/150000 || Lr: 0.014160 || Task Loss: 0.2264 || KD Loss: 0.0805|| 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, 20:15:11 || Estimated Time: 3 days, 22:36:57
2023-07-29 09:58:37,674 semantic_segmentation INFO: Iters: 47810/150000 || Lr: 0.014159 || Task Loss: 0.1540 || KD Loss: 0.0464|| 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, 20:15:44 || Estimated Time: 3 days, 22:36:23
2023-07-29 09:59:10,851 semantic_segmentation INFO: Iters: 47820/150000 || Lr: 0.014157 || Task Loss: 0.2207 || KD Loss: 0.0546|| 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, 20:16:17 || Estimated Time: 3 days, 22:35:49
2023-07-29 09:59:44,028 semantic_segmentation INFO: Iters: 47830/150000 || Lr: 0.014156 || Task Loss: 0.2265 || KD Loss: 0.0686|| 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, 20:16:50 || Estimated Time: 3 days, 22:35:16
2023-07-29 10:00:17,239 semantic_segmentation INFO: Iters: 47840/150000 || Lr: 0.014155 || Task Loss: 0.1790 || KD Loss: 0.0518|| 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, 20:17:24 || Estimated Time: 3 days, 22:34:42
2023-07-29 10:00:50,389 semantic_segmentation INFO: Iters: 47850/150000 || Lr: 0.014154 || Task Loss: 0.1619 || KD Loss: 0.0424|| 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, 20:17:57 || Estimated Time: 3 days, 22:34:08
2023-07-29 10:01:23,547 semantic_segmentation INFO: Iters: 47860/150000 || Lr: 0.014152 || Task Loss: 0.1499 || KD Loss: 0.0357|| 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, 20:18:30 || Estimated Time: 3 days, 22:33:35
2023-07-29 10:01:56,708 semantic_segmentation INFO: Iters: 47870/150000 || Lr: 0.014151 || Task Loss: 0.2504 || KD Loss: 0.0913|| 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, 20:19:03 || Estimated Time: 3 days, 22:33:01
2023-07-29 10:02:29,867 semantic_segmentation INFO: Iters: 47880/150000 || Lr: 0.014150 || Task Loss: 0.2477 || KD Loss: 0.0634|| 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, 20:19:36 || Estimated Time: 3 days, 22:32:27
2023-07-29 10:03:03,039 semantic_segmentation INFO: Iters: 47890/150000 || Lr: 0.014149 || Task Loss: 0.2091 || KD Loss: 0.0712|| 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, 20:20:09 || Estimated Time: 3 days, 22:31:54
2023-07-29 10:03:36,263 semantic_segmentation INFO: Iters: 47900/150000 || Lr: 0.014147 || Task Loss: 0.3004 || KD Loss: 0.0925|| 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, 20:20:43 || Estimated Time: 3 days, 22:31:20
2023-07-29 10:04:09,443 semantic_segmentation INFO: Iters: 47910/150000 || Lr: 0.014146 || Task Loss: 0.1737 || KD Loss: 0.0539|| 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, 20:21:16 || Estimated Time: 3 days, 22:30:47
2023-07-29 10:04:42,609 semantic_segmentation INFO: Iters: 47920/150000 || Lr: 0.014145 || Task Loss: 0.1620 || KD Loss: 0.0431|| 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, 20:21:49 || Estimated Time: 3 days, 22:30:13
2023-07-29 10:05:15,771 semantic_segmentation INFO: Iters: 47930/150000 || Lr: 0.014144 || Task Loss: 0.1827 || KD Loss: 0.0545|| 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, 20:22:22 || Estimated Time: 3 days, 22:29:39
2023-07-29 10:05:48,939 semantic_segmentation INFO: Iters: 47940/150000 || Lr: 0.014142 || Task Loss: 0.3090 || KD Loss: 0.0697|| 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, 20:22:55 || Estimated Time: 3 days, 22:29:05
2023-07-29 10:06:22,116 semantic_segmentation INFO: Iters: 47950/150000 || Lr: 0.014141 || Task Loss: 0.2276 || KD Loss: 0.0751|| 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: 1 day, 20:23:28 || Estimated Time: 3 days, 22:28:32
2023-07-29 10:06:55,228 semantic_segmentation INFO: Iters: 47960/150000 || Lr: 0.014140 || Task Loss: 0.2557 || KD Loss: 0.0687|| 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, 20:24:02 || Estimated Time: 3 days, 22:27:58
2023-07-29 10:07:28,448 semantic_segmentation INFO: Iters: 47970/150000 || Lr: 0.014139 || Task Loss: 0.2379 || KD Loss: 0.0634|| 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, 20:24:35 || Estimated Time: 3 days, 22:27:24
2023-07-29 10:08:01,622 semantic_segmentation INFO: Iters: 47980/150000 || Lr: 0.014137 || Task Loss: 0.1982 || KD Loss: 0.0631|| 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, 20:25:08 || Estimated Time: 3 days, 22:26:51
2023-07-29 10:08:34,828 semantic_segmentation INFO: Iters: 47990/150000 || Lr: 0.014136 || Task Loss: 0.2433 || KD Loss: 0.0691|| 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: 1 day, 20:25:41 || Estimated Time: 3 days, 22:26:17
2023-07-29 10:09:07,930 semantic_segmentation INFO: Iters: 48000/150000 || Lr: 0.014135 || Task Loss: 0.2212 || KD Loss: 0.0567|| 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: 1 day, 20:26:14 || Estimated Time: 3 days, 22:25:43
2023-07-29 10:09:08,006 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 10:09:08,826 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.960, mIoU: 0.398
2023-07-29 10:09:08,941 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.971, mIoU: 0.496
2023-07-29 10:09:09,053 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.504
2023-07-29 10:09:09,167 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.530
2023-07-29 10:09:09,282 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.523
2023-07-29 10:09:09,391 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.526
2023-07-29 10:09:09,495 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.574
2023-07-29 10:09:09,603 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.607
2023-07-29 10:09:09,713 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.640
2023-07-29 10:09:09,824 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.685
2023-07-29 10:09:09,935 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.691
2023-07-29 10:09:10,044 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.695
2023-07-29 10:09:10,155 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.704
2023-07-29 10:09:10,265 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.958, mIoU: 0.697
2023-07-29 10:09:10,372 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.954, mIoU: 0.676
2023-07-29 10:09:10,478 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.952, mIoU: 0.670
2023-07-29 10:09:10,583 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.671
2023-07-29 10:09:10,690 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.673
2023-07-29 10:09:10,797 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.678
2023-07-29 10:09:10,909 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.682
2023-07-29 10:09:11,020 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.682
2023-07-29 10:09:11,135 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.946, mIoU: 0.694
2023-07-29 10:09:11,251 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.946, mIoU: 0.695
2023-07-29 10:09:11,363 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.946, mIoU: 0.703
2023-07-29 10:09:11,477 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.715
2023-07-29 10:09:11,590 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.716
2023-07-29 10:09:11,695 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.700
2023-07-29 10:09:11,802 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-29 10:09:11,912 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-29 10:09:12,026 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.942, mIoU: 0.700
2023-07-29 10:09:12,142 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.942, mIoU: 0.699
2023-07-29 10:09:12,259 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.698
2023-07-29 10:09:12,375 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.701
2023-07-29 10:09:12,491 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.701
2023-07-29 10:09:12,606 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.702
2023-07-29 10:09:12,724 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.943, mIoU: 0.702
2023-07-29 10:09:12,840 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.699
2023-07-29 10:09:12,956 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.698
2023-07-29 10:09:13,070 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.691
2023-07-29 10:09:13,184 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.692
2023-07-29 10:09:13,299 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.693
2023-07-29 10:09:13,412 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.943, mIoU: 0.693
2023-07-29 10:09:13,526 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 10:09:13,642 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-29 10:09:13,753 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.944, mIoU: 0.694
2023-07-29 10:09:13,865 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.944, mIoU: 0.694
2023-07-29 10:09:13,978 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.945, mIoU: 0.695
2023-07-29 10:09:14,091 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.693
2023-07-29 10:09:14,209 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.946, mIoU: 0.696
2023-07-29 10:09:14,324 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-29 10:09:14,438 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.696
2023-07-29 10:09:14,550 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-29 10:09:14,661 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.703
2023-07-29 10:09:14,771 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-29 10:09:14,880 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.703
2023-07-29 10:09:14,989 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.705
2023-07-29 10:09:15,095 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.942, mIoU: 0.705
2023-07-29 10:09:15,200 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.711
2023-07-29 10:09:15,311 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.713
2023-07-29 10:09:15,423 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.942, mIoU: 0.712
2023-07-29 10:09:15,534 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.942, mIoU: 0.715
2023-07-29 10:09:15,644 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.717
2023-07-29 10:09:15,756 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.716
2023-07-29 10:09:15,866 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.718
2023-07-29 10:09:15,980 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.942, mIoU: 0.720
2023-07-29 10:09:16,092 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.721
2023-07-29 10:09:16,198 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.720
2023-07-29 10:09:16,304 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.941, mIoU: 0.722
2023-07-29 10:09:16,413 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.941, mIoU: 0.720
2023-07-29 10:09:16,520 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.942, mIoU: 0.720
2023-07-29 10:09:16,632 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.942, mIoU: 0.720
2023-07-29 10:09:16,746 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.942, mIoU: 0.720
2023-07-29 10:09:16,864 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.942, mIoU: 0.719
2023-07-29 10:09:16,977 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.943, mIoU: 0.719
2023-07-29 10:09:17,084 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.942, mIoU: 0.720
2023-07-29 10:09:17,194 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.942, mIoU: 0.719
2023-07-29 10:09:17,300 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.942, mIoU: 0.719
2023-07-29 10:09:17,409 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.942, mIoU: 0.719
2023-07-29 10:09:17,519 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.942, mIoU: 0.719
2023-07-29 10:09:17,622 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.943, mIoU: 0.720
2023-07-29 10:09:17,731 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.942, mIoU: 0.722
2023-07-29 10:09:17,837 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.943, mIoU: 0.722
2023-07-29 10:09:17,943 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.943, mIoU: 0.722
2023-07-29 10:09:18,049 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.942, mIoU: 0.721
2023-07-29 10:09:18,154 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.940, mIoU: 0.717
2023-07-29 10:09:18,260 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.940, mIoU: 0.718
2023-07-29 10:09:18,367 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.940, mIoU: 0.717
2023-07-29 10:09:18,473 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.940, mIoU: 0.717
2023-07-29 10:09:18,585 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.940, mIoU: 0.717
2023-07-29 10:09:18,701 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.940, mIoU: 0.716
2023-07-29 10:09:18,815 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.941, mIoU: 0.717
2023-07-29 10:09:18,928 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-29 10:09:19,045 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.941, mIoU: 0.732
2023-07-29 10:09:19,159 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-29 10:09:19,274 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-29 10:09:19,384 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-29 10:09:19,499 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-29 10:09:19,618 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.941, mIoU: 0.733
2023-07-29 10:09:19,738 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-29 10:09:19,853 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.941, mIoU: 0.731
2023-07-29 10:09:19,969 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-29 10:09:20,087 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-29 10:09:20,200 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-29 10:09:20,312 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-29 10:09:20,424 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-29 10:09:20,537 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-29 10:09:20,652 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-29 10:09:20,768 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-29 10:09:20,882 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-29 10:09:20,996 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-29 10:09:21,110 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-29 10:09:21,221 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-29 10:09:21,334 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-29 10:09:21,447 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-29 10:09:21,564 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-29 10:09:21,678 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-29 10:09:21,792 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-29 10:09:21,905 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-29 10:09:22,017 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-29 10:09:22,132 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-29 10:09:22,247 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-29 10:09:22,354 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-29 10:09:22,464 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-29 10:09:22,570 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-29 10:09:22,683 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-29 10:09:22,798 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-29 10:09:22,908 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-29 10:09:23,021 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-29 10:09:23,136 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.939, mIoU: 0.728
2023-07-29 10:09:23,248 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.939, mIoU: 0.728
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2023-07-29 10:09:45,201 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.941, mIoU: 0.711
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2023-07-29 10:09:45,428 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.941, mIoU: 0.712
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2023-07-29 10:09:45,896 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.941, mIoU: 0.713
2023-07-29 10:09:46,009 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.941, mIoU: 0.713
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2023-07-29 10:09:46,233 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.942, mIoU: 0.713
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2023-07-29 10:09:46,903 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.942, mIoU: 0.714
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2023-07-29 10:09:48,081 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.943, mIoU: 0.715
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2023-07-29 10:09:48,312 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.943, mIoU: 0.716
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2023-07-29 10:09:49,076 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.943, mIoU: 0.716
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2023-07-29 10:09:52,591 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.945, mIoU: 0.720
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2023-07-29 10:09:53,066 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.945, mIoU: 0.720
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2023-07-29 10:09:55,008 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.946, mIoU: 0.721
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2023-07-29 10:09:55,231 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.947, mIoU: 0.721
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2023-07-29 10:09:55,572 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.947, mIoU: 0.722
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2023-07-29 10:09:56,344 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.947, mIoU: 0.723
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2023-07-29 10:09:56,886 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-29 10:09:57,000 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.947, mIoU: 0.723
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2023-07-29 10:09:57,226 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.947, mIoU: 0.723
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2023-07-29 10:09:57,568 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.948, mIoU: 0.723
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2023-07-29 10:09:57,787 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.948, mIoU: 0.723
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2023-07-29 10:09:58,011 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.948, mIoU: 0.723
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2023-07-29 10:09:58,239 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.948, mIoU: 0.723
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2023-07-29 10:09:59,033 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.948, mIoU: 0.723
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2023-07-29 10:09:59,382 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.948, mIoU: 0.723
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2023-07-29 10:09:59,619 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-29 10:09:59,731 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-29 10:09:59,842 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 10:09:59,957 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 10:10:00,076 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.948, mIoU: 0.724
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2023-07-29 10:10:00,642 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.949, mIoU: 0.725
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2023-07-29 10:10:01,073 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 10:10:01,184 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 10:10:01,293 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 10:10:01,412 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 10:10:01,533 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.949, mIoU: 0.725
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2023-07-29 10:10:02,101 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.949, mIoU: 0.725
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2023-07-29 10:10:03,288 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 10:10:03,410 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.949, mIoU: 0.726
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2023-07-29 10:10:03,653 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 10:10:03,772 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 10:10:03,889 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 10:10:04,005 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 10:10:04,120 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 10:10:04,235 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 10:10:04,351 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 10:10:04,465 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 10:10:04,579 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 10:10:04,696 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 10:10:04,809 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 10:10:04,923 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 10:10:05,035 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 10:10:38,631 semantic_segmentation INFO: Iters: 48010/150000 || Lr: 0.014134 || Task Loss: 0.2276 || KD Loss: 0.0652|| 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, 20:27:45 || Estimated Time: 3 days, 22:27:12
2023-07-29 10:11:11,727 semantic_segmentation INFO: Iters: 48020/150000 || Lr: 0.014132 || Task Loss: 0.1636 || KD Loss: 0.0423|| 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, 20:28:18 || Estimated Time: 3 days, 22:26:38
2023-07-29 10:11:44,788 semantic_segmentation INFO: Iters: 48030/150000 || Lr: 0.014131 || Task Loss: 0.2238 || KD Loss: 0.0606|| 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, 20:28:51 || Estimated Time: 3 days, 22:26:04
2023-07-29 10:12:17,851 semantic_segmentation INFO: Iters: 48040/150000 || Lr: 0.014130 || Task Loss: 0.2571 || KD Loss: 0.0790|| 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, 20:29:24 || Estimated Time: 3 days, 22:25:30
2023-07-29 10:12:50,834 semantic_segmentation INFO: Iters: 48050/150000 || Lr: 0.014129 || Task Loss: 0.2363 || KD Loss: 0.0988|| 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, 20:29:57 || Estimated Time: 3 days, 22:24:56
2023-07-29 10:13:23,854 semantic_segmentation INFO: Iters: 48060/150000 || Lr: 0.014127 || Task Loss: 0.2813 || KD Loss: 0.1009|| 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, 20:30:30 || Estimated Time: 3 days, 22:24:22
2023-07-29 10:13:56,945 semantic_segmentation INFO: Iters: 48070/150000 || Lr: 0.014126 || Task Loss: 0.2191 || KD Loss: 0.0723|| 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, 20:31:03 || Estimated Time: 3 days, 22:23:48
2023-07-29 10:14:29,965 semantic_segmentation INFO: Iters: 48080/150000 || Lr: 0.014125 || Task Loss: 0.2052 || KD Loss: 0.0846|| 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, 20:31:36 || Estimated Time: 3 days, 22:23:14
2023-07-29 10:15:03,037 semantic_segmentation INFO: Iters: 48090/150000 || Lr: 0.014124 || Task Loss: 0.2072 || KD Loss: 0.0504|| 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, 20:32:09 || Estimated Time: 3 days, 22:22:40
2023-07-29 10:15:36,148 semantic_segmentation INFO: Iters: 48100/150000 || Lr: 0.014122 || Task Loss: 0.2039 || KD Loss: 0.0477|| 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, 20:32:43 || Estimated Time: 3 days, 22:22:07
2023-07-29 10:16:09,295 semantic_segmentation INFO: Iters: 48110/150000 || Lr: 0.014121 || Task Loss: 0.1990 || KD Loss: 0.0573|| 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, 20:33:16 || Estimated Time: 3 days, 22:21:33
2023-07-29 10:16:45,724 semantic_segmentation INFO: Iters: 48120/150000 || Lr: 0.014120 || Task Loss: 0.1977 || KD Loss: 0.0603|| 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, 20:33:52 || Estimated Time: 3 days, 22:21:06
2023-07-29 10:17:18,722 semantic_segmentation INFO: Iters: 48130/150000 || Lr: 0.014119 || Task Loss: 0.1718 || KD Loss: 0.0525|| 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, 20:34:25 || Estimated Time: 3 days, 22:20:32
2023-07-29 10:17:51,928 semantic_segmentation INFO: Iters: 48140/150000 || Lr: 0.014117 || Task Loss: 0.2407 || KD Loss: 0.0639|| 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, 20:34:58 || Estimated Time: 3 days, 22:19:58
2023-07-29 10:18:25,080 semantic_segmentation INFO: Iters: 48150/150000 || Lr: 0.014116 || Task Loss: 0.1605 || KD Loss: 0.0453|| 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, 20:35:31 || Estimated Time: 3 days, 22:19:25
2023-07-29 10:18:58,252 semantic_segmentation INFO: Iters: 48160/150000 || Lr: 0.014115 || Task Loss: 0.2099 || KD Loss: 0.0619|| 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, 20:36:05 || Estimated Time: 3 days, 22:18:51
2023-07-29 10:19:31,334 semantic_segmentation INFO: Iters: 48170/150000 || Lr: 0.014114 || Task Loss: 0.2320 || KD Loss: 0.0668|| 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, 20:36:38 || Estimated Time: 3 days, 22:18:17
2023-07-29 10:20:04,443 semantic_segmentation INFO: Iters: 48180/150000 || Lr: 0.014112 || Task Loss: 0.2007 || KD Loss: 0.0466|| 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, 20:37:11 || Estimated Time: 3 days, 22:17:43
2023-07-29 10:20:37,560 semantic_segmentation INFO: Iters: 48190/150000 || Lr: 0.014111 || Task Loss: 0.2085 || KD Loss: 0.0515|| 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: 1 day, 20:37:44 || Estimated Time: 3 days, 22:17:09
2023-07-29 10:21:10,770 semantic_segmentation INFO: Iters: 48200/150000 || Lr: 0.014110 || Task Loss: 0.2188 || KD Loss: 0.0631|| 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, 20:38:17 || Estimated Time: 3 days, 22:16:36
2023-07-29 10:21:43,949 semantic_segmentation INFO: Iters: 48210/150000 || Lr: 0.014109 || Task Loss: 0.2323 || KD Loss: 0.0438|| 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: 1 day, 20:38:50 || Estimated Time: 3 days, 22:16:02
2023-07-29 10:22:16,992 semantic_segmentation INFO: Iters: 48220/150000 || Lr: 0.014107 || Task Loss: 0.2132 || KD Loss: 0.0565|| 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, 20:39:23 || Estimated Time: 3 days, 22:15:28
2023-07-29 10:22:50,147 semantic_segmentation INFO: Iters: 48230/150000 || Lr: 0.014106 || Task Loss: 0.2299 || KD Loss: 0.0703|| 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, 20:39:57 || Estimated Time: 3 days, 22:14:54
2023-07-29 10:23:23,330 semantic_segmentation INFO: Iters: 48240/150000 || Lr: 0.014105 || Task Loss: 0.2764 || KD Loss: 0.0823|| 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: 1 day, 20:40:30 || Estimated Time: 3 days, 22:14:21
2023-07-29 10:23:56,379 semantic_segmentation INFO: Iters: 48250/150000 || Lr: 0.014104 || Task Loss: 0.1692 || KD Loss: 0.0538|| 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, 20:41:03 || Estimated Time: 3 days, 22:13:47
2023-07-29 10:24:29,467 semantic_segmentation INFO: Iters: 48260/150000 || Lr: 0.014102 || Task Loss: 0.2283 || KD Loss: 0.0590|| 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: 1 day, 20:41:36 || Estimated Time: 3 days, 22:13:13
2023-07-29 10:25:02,634 semantic_segmentation INFO: Iters: 48270/150000 || Lr: 0.014101 || Task Loss: 0.1798 || KD Loss: 0.0451|| 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, 20:42:09 || Estimated Time: 3 days, 22:12:39
2023-07-29 10:25:35,658 semantic_segmentation INFO: Iters: 48280/150000 || Lr: 0.014100 || Task Loss: 0.2109 || KD Loss: 0.0564|| 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, 20:42:42 || Estimated Time: 3 days, 22:12:05
2023-07-29 10:26:08,802 semantic_segmentation INFO: Iters: 48290/150000 || Lr: 0.014099 || Task Loss: 0.1673 || KD Loss: 0.0464|| 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, 20:43:15 || Estimated Time: 3 days, 22:11:31
2023-07-29 10:26:41,864 semantic_segmentation INFO: Iters: 48300/150000 || Lr: 0.014097 || Task Loss: 0.1636 || KD Loss: 0.0474|| 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, 20:43:48 || Estimated Time: 3 days, 22:10:58
2023-07-29 10:27:14,966 semantic_segmentation INFO: Iters: 48310/150000 || Lr: 0.014096 || Task Loss: 0.2245 || KD Loss: 0.0952|| 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, 20:44:21 || Estimated Time: 3 days, 22:10:24
2023-07-29 10:27:48,054 semantic_segmentation INFO: Iters: 48320/150000 || Lr: 0.014095 || Task Loss: 0.2217 || KD Loss: 0.0766|| 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, 20:44:54 || Estimated Time: 3 days, 22:09:50
2023-07-29 10:28:21,243 semantic_segmentation INFO: Iters: 48330/150000 || Lr: 0.014094 || Task Loss: 0.1691 || KD Loss: 0.0397|| 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, 20:45:28 || Estimated Time: 3 days, 22:09:16
2023-07-29 10:28:54,381 semantic_segmentation INFO: Iters: 48340/150000 || Lr: 0.014092 || Task Loss: 0.2039 || KD Loss: 0.0469|| 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, 20:46:01 || Estimated Time: 3 days, 22:08:42
2023-07-29 10:29:27,605 semantic_segmentation INFO: Iters: 48350/150000 || Lr: 0.014091 || Task Loss: 0.2352 || KD Loss: 0.0871|| 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, 20:46:34 || Estimated Time: 3 days, 22:08:09
2023-07-29 10:30:00,965 semantic_segmentation INFO: Iters: 48360/150000 || Lr: 0.014090 || Task Loss: 0.2016 || KD Loss: 0.0575|| 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: 1 day, 20:47:07 || Estimated Time: 3 days, 22:07:36
2023-07-29 10:30:34,097 semantic_segmentation INFO: Iters: 48370/150000 || Lr: 0.014089 || Task Loss: 0.1937 || KD Loss: 0.0584|| 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, 20:47:40 || Estimated Time: 3 days, 22:07:02
2023-07-29 10:31:07,318 semantic_segmentation INFO: Iters: 48380/150000 || Lr: 0.014087 || Task Loss: 0.2603 || 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, 20:48:14 || Estimated Time: 3 days, 22:06:28
2023-07-29 10:31:40,604 semantic_segmentation INFO: Iters: 48390/150000 || Lr: 0.014086 || Task Loss: 0.2737 || KD Loss: 0.0789|| 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, 20:48:47 || Estimated Time: 3 days, 22:05:55
2023-07-29 10:32:13,783 semantic_segmentation INFO: Iters: 48400/150000 || Lr: 0.014085 || Task Loss: 0.2087 || KD Loss: 0.0650|| 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: 1 day, 20:49:20 || Estimated Time: 3 days, 22:05:21
2023-07-29 10:32:47,014 semantic_segmentation INFO: Iters: 48410/150000 || Lr: 0.014084 || Task Loss: 0.1652 || KD Loss: 0.0503|| 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, 20:49:53 || Estimated Time: 3 days, 22:04:47
2023-07-29 10:33:20,224 semantic_segmentation INFO: Iters: 48420/150000 || Lr: 0.014082 || Task Loss: 0.1884 || KD Loss: 0.0567|| 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, 20:50:27 || Estimated Time: 3 days, 22:04:14
2023-07-29 10:33:53,511 semantic_segmentation INFO: Iters: 48430/150000 || Lr: 0.014081 || Task Loss: 0.2129 || KD Loss: 0.0590|| 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, 20:51:00 || Estimated Time: 3 days, 22:03:40
2023-07-29 10:34:26,687 semantic_segmentation INFO: Iters: 48440/150000 || Lr: 0.014080 || Task Loss: 0.2708 || KD Loss: 0.1269|| 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, 20:51:33 || Estimated Time: 3 days, 22:03:07
2023-07-29 10:34:59,826 semantic_segmentation INFO: Iters: 48450/150000 || Lr: 0.014079 || Task Loss: 0.1891 || KD Loss: 0.0581|| 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, 20:52:06 || Estimated Time: 3 days, 22:02:33
2023-07-29 10:35:32,900 semantic_segmentation INFO: Iters: 48460/150000 || Lr: 0.014077 || Task Loss: 0.2175 || KD Loss: 0.0605|| 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: 1 day, 20:52:39 || Estimated Time: 3 days, 22:01:59
2023-07-29 10:36:06,144 semantic_segmentation INFO: Iters: 48470/150000 || Lr: 0.014076 || Task Loss: 0.3146 || KD Loss: 0.1513|| 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, 20:53:12 || Estimated Time: 3 days, 22:01:26
2023-07-29 10:36:39,291 semantic_segmentation INFO: Iters: 48480/150000 || Lr: 0.014075 || Task Loss: 0.1864 || KD Loss: 0.0527|| 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, 20:53:46 || Estimated Time: 3 days, 22:00:52
2023-07-29 10:37:12,548 semantic_segmentation INFO: Iters: 48490/150000 || Lr: 0.014074 || Task Loss: 0.1781 || KD Loss: 0.0514|| 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, 20:54:19 || Estimated Time: 3 days, 22:00:18
2023-07-29 10:37:45,756 semantic_segmentation INFO: Iters: 48500/150000 || Lr: 0.014072 || Task Loss: 0.1361 || KD Loss: 0.0327|| 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, 20:54:52 || Estimated Time: 3 days, 21:59:45
2023-07-29 10:38:19,067 semantic_segmentation INFO: Iters: 48510/150000 || Lr: 0.014071 || Task Loss: 0.2107 || KD Loss: 0.0554|| 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, 20:55:25 || Estimated Time: 3 days, 21:59:11
2023-07-29 10:38:52,303 semantic_segmentation INFO: Iters: 48520/150000 || Lr: 0.014070 || Task Loss: 0.2921 || KD Loss: 0.1641|| 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, 20:55:59 || Estimated Time: 3 days, 21:58:38
2023-07-29 10:39:25,501 semantic_segmentation INFO: Iters: 48530/150000 || Lr: 0.014069 || Task Loss: 0.3335 || KD Loss: 0.1101|| 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, 20:56:32 || Estimated Time: 3 days, 21:58:04
2023-07-29 10:39:58,823 semantic_segmentation INFO: Iters: 48540/150000 || Lr: 0.014068 || Task Loss: 0.3057 || KD Loss: 0.1370|| 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, 20:57:05 || Estimated Time: 3 days, 21:57:31
2023-07-29 10:40:32,555 semantic_segmentation INFO: Iters: 48550/150000 || Lr: 0.014066 || Task Loss: 0.4306 || KD Loss: 0.1632|| 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: 1 day, 20:57:39 || Estimated Time: 3 days, 21:56:58
2023-07-29 10:41:08,494 semantic_segmentation INFO: Iters: 48560/150000 || Lr: 0.014065 || Task Loss: 0.3970 || KD Loss: 0.1638|| 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, 20:58:15 || Estimated Time: 3 days, 21:56:30
2023-07-29 10:41:41,694 semantic_segmentation INFO: Iters: 48570/150000 || Lr: 0.014064 || Task Loss: 0.4170 || KD Loss: 0.1523|| 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: 1 day, 20:58:48 || Estimated Time: 3 days, 21:55:57
2023-07-29 10:42:14,878 semantic_segmentation INFO: Iters: 48580/150000 || Lr: 0.014063 || Task Loss: 0.3579 || KD Loss: 0.1290|| 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, 20:59:21 || Estimated Time: 3 days, 21:55:23
2023-07-29 10:42:48,066 semantic_segmentation INFO: Iters: 48590/150000 || Lr: 0.014061 || Task Loss: 0.5294 || KD Loss: 0.2859|| 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, 20:59:54 || Estimated Time: 3 days, 21:54:49
2023-07-29 10:43:21,209 semantic_segmentation INFO: Iters: 48600/150000 || Lr: 0.014060 || Task Loss: 0.3526 || KD Loss: 0.1185|| 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, 21:00:28 || Estimated Time: 3 days, 21:54:16
2023-07-29 10:43:54,424 semantic_segmentation INFO: Iters: 48610/150000 || Lr: 0.014059 || Task Loss: 0.2532 || KD Loss: 0.0840|| 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, 21:01:01 || Estimated Time: 3 days, 21:53:42
2023-07-29 10:44:27,691 semantic_segmentation INFO: Iters: 48620/150000 || Lr: 0.014058 || Task Loss: 0.2274 || KD Loss: 0.0916|| 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, 21:01:34 || Estimated Time: 3 days, 21:53:09
2023-07-29 10:45:00,925 semantic_segmentation INFO: Iters: 48630/150000 || Lr: 0.014056 || Task Loss: 0.2311 || KD Loss: 0.0777|| 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, 21:02:07 || Estimated Time: 3 days, 21:52:35
2023-07-29 10:45:34,121 semantic_segmentation INFO: Iters: 48640/150000 || Lr: 0.014055 || Task Loss: 0.2008 || KD Loss: 0.0525|| 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, 21:02:40 || Estimated Time: 3 days, 21:52:01
2023-07-29 10:46:07,299 semantic_segmentation INFO: Iters: 48650/150000 || Lr: 0.014054 || Task Loss: 0.3810 || KD Loss: 0.1850|| 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, 21:03:14 || Estimated Time: 3 days, 21:51:28
2023-07-29 10:46:40,435 semantic_segmentation INFO: Iters: 48660/150000 || Lr: 0.014053 || Task Loss: 0.2650 || KD Loss: 0.1245|| 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, 21:03:47 || Estimated Time: 3 days, 21:50:54
2023-07-29 10:47:13,647 semantic_segmentation INFO: Iters: 48670/150000 || Lr: 0.014051 || Task Loss: 0.3326 || KD Loss: 0.0979|| 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: 1 day, 21:04:20 || Estimated Time: 3 days, 21:50:20
2023-07-29 10:47:46,816 semantic_segmentation INFO: Iters: 48680/150000 || Lr: 0.014050 || Task Loss: 0.1902 || KD Loss: 0.0623|| 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, 21:04:53 || Estimated Time: 3 days, 21:49:47
2023-07-29 10:48:20,004 semantic_segmentation INFO: Iters: 48690/150000 || Lr: 0.014049 || Task Loss: 0.2819 || KD Loss: 0.0923|| 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: 1 day, 21:05:26 || Estimated Time: 3 days, 21:49:13
2023-07-29 10:48:53,192 semantic_segmentation INFO: Iters: 48700/150000 || Lr: 0.014048 || Task Loss: 0.2718 || KD Loss: 0.0988|| 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, 21:06:00 || Estimated Time: 3 days, 21:48:39
2023-07-29 10:49:26,418 semantic_segmentation INFO: Iters: 48710/150000 || Lr: 0.014046 || Task Loss: 0.2823 || KD Loss: 0.0953|| 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: 1 day, 21:06:33 || Estimated Time: 3 days, 21:48:06
2023-07-29 10:49:59,697 semantic_segmentation INFO: Iters: 48720/150000 || Lr: 0.014045 || Task Loss: 0.2945 || KD Loss: 0.0793|| 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, 21:07:06 || Estimated Time: 3 days, 21:47:32
2023-07-29 10:50:32,906 semantic_segmentation INFO: Iters: 48730/150000 || Lr: 0.014044 || Task Loss: 0.2540 || KD Loss: 0.0907|| 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, 21:07:39 || Estimated Time: 3 days, 21:46:59
2023-07-29 10:51:06,087 semantic_segmentation INFO: Iters: 48740/150000 || Lr: 0.014043 || Task Loss: 0.2796 || KD Loss: 0.0813|| 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, 21:08:12 || Estimated Time: 3 days, 21:46:25
2023-07-29 10:51:39,171 semantic_segmentation INFO: Iters: 48750/150000 || Lr: 0.014041 || Task Loss: 0.2085 || KD Loss: 0.0594|| 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, 21:08:46 || Estimated Time: 3 days, 21:45:51
2023-07-29 10:52:12,342 semantic_segmentation INFO: Iters: 48760/150000 || Lr: 0.014040 || Task Loss: 0.5567 || KD Loss: 0.2348|| 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, 21:09:19 || Estimated Time: 3 days, 21:45:17
2023-07-29 10:52:45,458 semantic_segmentation INFO: Iters: 48770/150000 || Lr: 0.014039 || Task Loss: 0.3684 || KD Loss: 0.1426|| 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: 1 day, 21:09:52 || Estimated Time: 3 days, 21:44:44
2023-07-29 10:53:18,701 semantic_segmentation INFO: Iters: 48780/150000 || Lr: 0.014038 || Task Loss: 0.2690 || KD Loss: 0.1065|| 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, 21:10:25 || Estimated Time: 3 days, 21:44:10
2023-07-29 10:53:51,893 semantic_segmentation INFO: Iters: 48790/150000 || Lr: 0.014036 || Task Loss: 0.4350 || KD Loss: 0.1240|| 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: 1 day, 21:10:58 || Estimated Time: 3 days, 21:43:36
2023-07-29 10:54:25,044 semantic_segmentation INFO: Iters: 48800/150000 || Lr: 0.014035 || Task Loss: 0.2585 || KD Loss: 0.0854|| 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, 21:11:31 || Estimated Time: 3 days, 21:43:03
2023-07-29 10:54:25,138 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 10:54:26,043 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.917, mIoU: 0.373
2023-07-29 10:54:26,154 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.941, mIoU: 0.448
2023-07-29 10:54:26,267 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.947, mIoU: 0.459
2023-07-29 10:54:26,378 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.951, mIoU: 0.500
2023-07-29 10:54:26,488 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.955, mIoU: 0.496
2023-07-29 10:54:26,599 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.955, mIoU: 0.496
2023-07-29 10:54:26,704 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.955, mIoU: 0.534
2023-07-29 10:54:26,809 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.956, mIoU: 0.569
2023-07-29 10:54:26,915 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.957, mIoU: 0.620
2023-07-29 10:54:27,022 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.950, mIoU: 0.640
2023-07-29 10:54:27,133 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.951, mIoU: 0.646
2023-07-29 10:54:27,250 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.947, mIoU: 0.673
2023-07-29 10:54:27,357 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.947, mIoU: 0.671
2023-07-29 10:54:27,465 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.945, mIoU: 0.667
2023-07-29 10:54:27,577 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.943, mIoU: 0.658
2023-07-29 10:54:27,686 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.942, mIoU: 0.652
2023-07-29 10:54:27,793 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.942, mIoU: 0.652
2023-07-29 10:54:27,901 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.942, mIoU: 0.653
2023-07-29 10:54:28,006 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-29 10:54:28,111 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.941, mIoU: 0.668
2023-07-29 10:54:28,219 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.941, mIoU: 0.671
2023-07-29 10:54:28,323 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.940, mIoU: 0.691
2023-07-29 10:54:28,430 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.940, mIoU: 0.696
2023-07-29 10:54:28,535 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.938, mIoU: 0.702
2023-07-29 10:54:28,646 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-29 10:54:28,760 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-29 10:54:28,878 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.934, mIoU: 0.694
2023-07-29 10:54:28,992 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.933, mIoU: 0.690
2023-07-29 10:54:29,107 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.933, mIoU: 0.690
2023-07-29 10:54:29,223 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-29 10:54:29,336 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-29 10:54:29,450 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-29 10:54:29,564 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.934, mIoU: 0.700
2023-07-29 10:54:29,681 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-29 10:54:29,792 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.933, mIoU: 0.696
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2023-07-29 10:54:30,017 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.933, mIoU: 0.692
2023-07-29 10:54:30,127 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.932, mIoU: 0.691
2023-07-29 10:54:30,238 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.932, mIoU: 0.690
2023-07-29 10:54:30,349 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.933, mIoU: 0.690
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2023-07-29 10:54:30,793 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.934, mIoU: 0.688
2023-07-29 10:54:30,903 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.934, mIoU: 0.687
2023-07-29 10:54:31,014 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.934, mIoU: 0.687
2023-07-29 10:54:31,130 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.935, mIoU: 0.685
2023-07-29 10:54:31,239 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.935, mIoU: 0.684
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2023-07-29 10:54:31,685 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.934, mIoU: 0.683
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2023-07-29 10:54:31,910 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.933, mIoU: 0.680
2023-07-29 10:54:32,021 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.932, mIoU: 0.680
2023-07-29 10:54:32,128 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.932, mIoU: 0.684
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2023-07-29 10:54:32,451 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.933, mIoU: 0.691
2023-07-29 10:54:32,565 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.933, mIoU: 0.690
2023-07-29 10:54:32,677 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.933, mIoU: 0.693
2023-07-29 10:54:32,784 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.933, mIoU: 0.692
2023-07-29 10:54:32,895 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.932, mIoU: 0.688
2023-07-29 10:54:33,005 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.931, mIoU: 0.690
2023-07-29 10:54:33,118 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.930, mIoU: 0.689
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2023-07-29 10:54:33,338 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.928, mIoU: 0.689
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2023-07-29 10:54:33,663 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.929, mIoU: 0.687
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2023-07-29 10:54:34,217 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.929, mIoU: 0.685
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2023-07-29 10:54:36,012 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.925, mIoU: 0.678
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2023-07-29 10:54:37,031 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.925, mIoU: 0.686
2023-07-29 10:54:37,144 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.923, mIoU: 0.684
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2023-07-29 10:54:38,918 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.923, mIoU: 0.682
2023-07-29 10:54:39,029 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.923, mIoU: 0.682
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2023-07-29 10:54:40,023 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.922, mIoU: 0.684
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2023-07-29 10:54:40,805 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.924, mIoU: 0.682
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2023-07-29 10:54:41,023 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.925, mIoU: 0.682
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2023-07-29 10:54:41,236 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.924, mIoU: 0.678
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2023-07-29 10:55:13,478 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.931, mIoU: 0.677
2023-07-29 10:55:13,593 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.931, mIoU: 0.678
2023-07-29 10:55:13,709 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.931, mIoU: 0.677
2023-07-29 10:55:13,823 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.931, mIoU: 0.677
2023-07-29 10:55:13,938 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.931, mIoU: 0.677
2023-07-29 10:55:14,053 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.931, mIoU: 0.678
2023-07-29 10:55:14,166 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.931, mIoU: 0.678
2023-07-29 10:55:14,283 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.931, mIoU: 0.678
2023-07-29 10:55:14,399 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.932, mIoU: 0.678
2023-07-29 10:55:14,514 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.932, mIoU: 0.678
2023-07-29 10:55:14,625 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.932, mIoU: 0.678
2023-07-29 10:55:14,736 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.932, mIoU: 0.678
2023-07-29 10:55:14,850 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.932, mIoU: 0.678
2023-07-29 10:55:14,967 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.932, mIoU: 0.678
2023-07-29 10:55:15,080 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.932, mIoU: 0.678
2023-07-29 10:55:15,193 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.932, mIoU: 0.678
2023-07-29 10:55:15,308 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.932, mIoU: 0.678
2023-07-29 10:55:15,420 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.932, mIoU: 0.678
2023-07-29 10:55:15,533 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.932, mIoU: 0.678
2023-07-29 10:55:15,642 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.932, mIoU: 0.678
2023-07-29 10:55:15,752 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.932, mIoU: 0.678
2023-07-29 10:55:15,865 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.932, mIoU: 0.678
2023-07-29 10:55:15,983 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.932, mIoU: 0.678
2023-07-29 10:55:16,096 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-29 10:55:16,206 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-29 10:55:16,324 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:16,435 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-29 10:55:16,544 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-29 10:55:16,653 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-29 10:55:16,759 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:16,865 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:16,970 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:17,078 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:17,183 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:17,283 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:17,394 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:17,502 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:17,608 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:17,718 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.933, mIoU: 0.680
2023-07-29 10:55:17,834 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:17,947 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:18,060 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:18,169 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:18,278 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:18,390 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:18,498 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-29 10:55:18,604 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-29 10:55:18,707 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-29 10:55:18,813 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-29 10:55:18,915 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-29 10:55:19,021 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-29 10:55:19,127 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-29 10:55:19,234 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-29 10:55:19,351 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-29 10:55:19,470 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-29 10:55:19,586 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-29 10:55:19,704 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-29 10:55:19,822 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-29 10:55:19,937 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-29 10:55:20,051 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-29 10:55:20,163 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.933, mIoU: 0.678
2023-07-29 10:55:20,276 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:20,394 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:20,508 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:20,620 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:20,732 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:20,845 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:20,958 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:21,068 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:21,178 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:21,288 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:21,406 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:21,523 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:21,634 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:21,742 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 10:55:55,847 semantic_segmentation INFO: Iters: 48810/150000 || Lr: 0.014034 || Task Loss: 0.2625 || KD Loss: 0.0810|| 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: 1 day, 21:13:02 || Estimated Time: 3 days, 21:44:29
2023-07-29 10:56:28,956 semantic_segmentation INFO: Iters: 48820/150000 || Lr: 0.014033 || Task Loss: 0.2856 || KD Loss: 0.0906|| 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, 21:13:35 || Estimated Time: 3 days, 21:43:55
2023-07-29 10:57:02,162 semantic_segmentation INFO: Iters: 48830/150000 || Lr: 0.014031 || Task Loss: 0.2104 || KD Loss: 0.0660|| 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, 21:14:09 || Estimated Time: 3 days, 21:43:21
2023-07-29 10:57:35,284 semantic_segmentation INFO: Iters: 48840/150000 || Lr: 0.014030 || Task Loss: 0.2760 || KD Loss: 0.0925|| 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, 21:14:42 || Estimated Time: 3 days, 21:42:47
2023-07-29 10:58:08,555 semantic_segmentation INFO: Iters: 48850/150000 || Lr: 0.014029 || Task Loss: 0.2410 || KD Loss: 0.1095|| 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, 21:15:15 || Estimated Time: 3 days, 21:42:14
2023-07-29 10:58:41,794 semantic_segmentation INFO: Iters: 48860/150000 || Lr: 0.014028 || Task Loss: 0.2671 || KD Loss: 0.0944|| 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: 1 day, 21:15:48 || Estimated Time: 3 days, 21:41:40
2023-07-29 10:59:14,951 semantic_segmentation INFO: Iters: 48870/150000 || Lr: 0.014026 || Task Loss: 0.1764 || KD Loss: 0.0615|| 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, 21:16:21 || Estimated Time: 3 days, 21:41:06
2023-07-29 10:59:48,041 semantic_segmentation INFO: Iters: 48880/150000 || Lr: 0.014025 || Task Loss: 0.2246 || KD Loss: 0.0731|| 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, 21:16:54 || Estimated Time: 3 days, 21:40:33
2023-07-29 11:00:21,147 semantic_segmentation INFO: Iters: 48890/150000 || Lr: 0.014024 || Task Loss: 0.3216 || KD Loss: 0.1324|| 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, 21:17:28 || Estimated Time: 3 days, 21:39:59
2023-07-29 11:00:54,315 semantic_segmentation INFO: Iters: 48900/150000 || Lr: 0.014023 || Task Loss: 0.2484 || KD Loss: 0.0790|| 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, 21:18:01 || Estimated Time: 3 days, 21:39:25
2023-07-29 11:01:27,518 semantic_segmentation INFO: Iters: 48910/150000 || Lr: 0.014021 || Task Loss: 0.2718 || KD Loss: 0.1132|| 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, 21:18:34 || Estimated Time: 3 days, 21:38:51
2023-07-29 11:02:00,752 semantic_segmentation INFO: Iters: 48920/150000 || Lr: 0.014020 || Task Loss: 0.2404 || KD Loss: 0.1133|| 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, 21:19:07 || Estimated Time: 3 days, 21:38:18
2023-07-29 11:02:33,868 semantic_segmentation INFO: Iters: 48930/150000 || Lr: 0.014019 || Task Loss: 0.1732 || KD Loss: 0.0483|| 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, 21:19:40 || Estimated Time: 3 days, 21:37:44
2023-07-29 11:03:07,116 semantic_segmentation INFO: Iters: 48940/150000 || Lr: 0.014018 || Task Loss: 0.3001 || KD Loss: 0.1176|| 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, 21:20:13 || Estimated Time: 3 days, 21:37:10
2023-07-29 11:03:40,356 semantic_segmentation INFO: Iters: 48950/150000 || Lr: 0.014016 || Task Loss: 0.5483 || KD Loss: 0.2768|| 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: 1 day, 21:20:47 || Estimated Time: 3 days, 21:36:37
2023-07-29 11:04:13,409 semantic_segmentation INFO: Iters: 48960/150000 || Lr: 0.014015 || Task Loss: 0.2893 || KD Loss: 0.1007|| 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, 21:21:20 || Estimated Time: 3 days, 21:36:03
2023-07-29 11:04:46,554 semantic_segmentation INFO: Iters: 48970/150000 || Lr: 0.014014 || Task Loss: 0.2228 || KD Loss: 0.1035|| 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, 21:21:53 || Estimated Time: 3 days, 21:35:29
2023-07-29 11:05:23,007 semantic_segmentation INFO: Iters: 48980/150000 || Lr: 0.014013 || Task Loss: 0.3086 || KD Loss: 0.0830|| 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: 1 day, 21:22:29 || Estimated Time: 3 days, 21:35:02
2023-07-29 11:05:56,056 semantic_segmentation INFO: Iters: 48990/150000 || Lr: 0.014011 || Task Loss: 0.3440 || KD Loss: 0.0937|| 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: 1 day, 21:23:02 || Estimated Time: 3 days, 21:34:28
2023-07-29 11:06:29,184 semantic_segmentation INFO: Iters: 49000/150000 || Lr: 0.014010 || Task Loss: 0.2872 || KD Loss: 0.0903|| 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, 21:23:36 || Estimated Time: 3 days, 21:33:54
2023-07-29 11:07:02,349 semantic_segmentation INFO: Iters: 49010/150000 || Lr: 0.014009 || Task Loss: 0.2579 || KD Loss: 0.0599|| 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, 21:24:09 || Estimated Time: 3 days, 21:33:21
2023-07-29 11:07:35,621 semantic_segmentation INFO: Iters: 49020/150000 || Lr: 0.014008 || Task Loss: 0.2396 || KD Loss: 0.0802|| 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, 21:24:42 || Estimated Time: 3 days, 21:32:47
2023-07-29 11:08:08,755 semantic_segmentation INFO: Iters: 49030/150000 || Lr: 0.014006 || Task Loss: 0.2794 || KD Loss: 0.0926|| 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, 21:25:15 || Estimated Time: 3 days, 21:32:13
2023-07-29 11:08:41,868 semantic_segmentation INFO: Iters: 49040/150000 || Lr: 0.014005 || Task Loss: 0.1630 || KD Loss: 0.0490|| 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, 21:25:48 || Estimated Time: 3 days, 21:31:39
2023-07-29 11:09:15,056 semantic_segmentation INFO: Iters: 49050/150000 || Lr: 0.014004 || Task Loss: 0.2526 || KD Loss: 0.0514|| 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, 21:26:21 || Estimated Time: 3 days, 21:31:06
2023-07-29 11:09:48,294 semantic_segmentation INFO: Iters: 49060/150000 || Lr: 0.014003 || Task Loss: 0.1936 || KD Loss: 0.0706|| 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, 21:26:55 || Estimated Time: 3 days, 21:30:32
2023-07-29 11:10:21,412 semantic_segmentation INFO: Iters: 49070/150000 || Lr: 0.014001 || Task Loss: 0.2082 || KD Loss: 0.0776|| 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, 21:27:28 || Estimated Time: 3 days, 21:29:58
2023-07-29 11:10:54,531 semantic_segmentation INFO: Iters: 49080/150000 || Lr: 0.014000 || Task Loss: 0.3431 || KD Loss: 0.0988|| 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, 21:28:01 || Estimated Time: 3 days, 21:29:24
2023-07-29 11:11:27,607 semantic_segmentation INFO: Iters: 49090/150000 || Lr: 0.013999 || Task Loss: 0.1798 || KD Loss: 0.0475|| 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, 21:28:34 || Estimated Time: 3 days, 21:28:51
2023-07-29 11:12:00,730 semantic_segmentation INFO: Iters: 49100/150000 || Lr: 0.013998 || Task Loss: 0.3684 || KD Loss: 0.2423|| 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, 21:29:07 || Estimated Time: 3 days, 21:28:17
2023-07-29 11:12:33,887 semantic_segmentation INFO: Iters: 49110/150000 || Lr: 0.013996 || Task Loss: 0.1777 || KD Loss: 0.0445|| 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, 21:29:40 || Estimated Time: 3 days, 21:27:43
2023-07-29 11:13:07,082 semantic_segmentation INFO: Iters: 49120/150000 || Lr: 0.013995 || Task Loss: 0.2471 || KD Loss: 0.0601|| 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: 1 day, 21:30:13 || Estimated Time: 3 days, 21:27:09
2023-07-29 11:13:40,321 semantic_segmentation INFO: Iters: 49130/150000 || Lr: 0.013994 || Task Loss: 0.2313 || KD Loss: 0.0809|| 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, 21:30:47 || Estimated Time: 3 days, 21:26:36
2023-07-29 11:14:13,431 semantic_segmentation INFO: Iters: 49140/150000 || Lr: 0.013993 || Task Loss: 0.1993 || KD Loss: 0.0513|| 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, 21:31:20 || Estimated Time: 3 days, 21:26:02
2023-07-29 11:14:46,674 semantic_segmentation INFO: Iters: 49150/150000 || Lr: 0.013991 || Task Loss: 0.2683 || KD Loss: 0.0723|| 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, 21:31:53 || Estimated Time: 3 days, 21:25:28
2023-07-29 11:15:19,784 semantic_segmentation INFO: Iters: 49160/150000 || Lr: 0.013990 || Task Loss: 0.1356 || KD Loss: 0.0448|| 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, 21:32:26 || Estimated Time: 3 days, 21:24:54
2023-07-29 11:15:52,962 semantic_segmentation INFO: Iters: 49170/150000 || Lr: 0.013989 || Task Loss: 0.2368 || KD Loss: 0.0550|| 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, 21:32:59 || Estimated Time: 3 days, 21:24:21
2023-07-29 11:16:26,148 semantic_segmentation INFO: Iters: 49180/150000 || Lr: 0.013988 || Task Loss: 0.3009 || KD Loss: 0.0854|| 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, 21:33:33 || Estimated Time: 3 days, 21:23:47
2023-07-29 11:16:59,301 semantic_segmentation INFO: Iters: 49190/150000 || Lr: 0.013986 || Task Loss: 0.1910 || KD Loss: 0.0544|| 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, 21:34:06 || Estimated Time: 3 days, 21:23:13
2023-07-29 11:17:32,575 semantic_segmentation INFO: Iters: 49200/150000 || Lr: 0.013985 || Task Loss: 0.2804 || KD Loss: 0.0712|| 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, 21:34:39 || Estimated Time: 3 days, 21:22:40
2023-07-29 11:18:05,667 semantic_segmentation INFO: Iters: 49210/150000 || Lr: 0.013984 || Task Loss: 0.2286 || KD Loss: 0.0541|| 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, 21:35:12 || Estimated Time: 3 days, 21:22:06
2023-07-29 11:18:38,823 semantic_segmentation INFO: Iters: 49220/150000 || Lr: 0.013983 || Task Loss: 0.3054 || KD Loss: 0.0981|| 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, 21:35:45 || Estimated Time: 3 days, 21:21:32
2023-07-29 11:19:11,952 semantic_segmentation INFO: Iters: 49230/150000 || Lr: 0.013981 || Task Loss: 0.2179 || KD Loss: 0.0808|| 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, 21:36:18 || Estimated Time: 3 days, 21:20:58
2023-07-29 11:19:45,143 semantic_segmentation INFO: Iters: 49240/150000 || Lr: 0.013980 || Task Loss: 0.1774 || KD Loss: 0.0598|| 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, 21:36:51 || Estimated Time: 3 days, 21:20:25
2023-07-29 11:20:18,331 semantic_segmentation INFO: Iters: 49250/150000 || Lr: 0.013979 || Task Loss: 0.2965 || KD Loss: 0.0984|| 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: 1 day, 21:37:25 || Estimated Time: 3 days, 21:19:51
2023-07-29 11:20:51,434 semantic_segmentation INFO: Iters: 49260/150000 || Lr: 0.013978 || Task Loss: 0.1835 || KD Loss: 0.0488|| 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, 21:37:58 || Estimated Time: 3 days, 21:19:17
2023-07-29 11:21:24,655 semantic_segmentation INFO: Iters: 49270/150000 || Lr: 0.013976 || Task Loss: 0.2446 || KD Loss: 0.0814|| 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: 1 day, 21:38:31 || Estimated Time: 3 days, 21:18:44
2023-07-29 11:21:57,769 semantic_segmentation INFO: Iters: 49280/150000 || Lr: 0.013975 || Task Loss: 0.2454 || KD Loss: 0.0747|| 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: 1 day, 21:39:04 || Estimated Time: 3 days, 21:18:10
2023-07-29 11:22:30,852 semantic_segmentation INFO: Iters: 49290/150000 || Lr: 0.013974 || Task Loss: 0.2244 || KD Loss: 0.0617|| 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, 21:39:37 || Estimated Time: 3 days, 21:17:36
2023-07-29 11:23:04,021 semantic_segmentation INFO: Iters: 49300/150000 || Lr: 0.013973 || Task Loss: 0.3101 || KD Loss: 0.1088|| 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, 21:40:10 || Estimated Time: 3 days, 21:17:02
2023-07-29 11:23:37,178 semantic_segmentation INFO: Iters: 49310/150000 || Lr: 0.013971 || Task Loss: 0.2136 || KD Loss: 0.0606|| 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, 21:40:44 || Estimated Time: 3 days, 21:16:28
2023-07-29 11:24:10,181 semantic_segmentation INFO: Iters: 49320/150000 || Lr: 0.013970 || Task Loss: 0.1960 || KD Loss: 0.0473|| 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, 21:41:17 || Estimated Time: 3 days, 21:15:54
2023-07-29 11:24:43,312 semantic_segmentation INFO: Iters: 49330/150000 || Lr: 0.013969 || Task Loss: 0.2016 || KD Loss: 0.0588|| 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, 21:41:50 || Estimated Time: 3 days, 21:15:21
2023-07-29 11:25:16,433 semantic_segmentation INFO: Iters: 49340/150000 || Lr: 0.013968 || Task Loss: 0.1584 || KD Loss: 0.0555|| 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, 21:42:23 || Estimated Time: 3 days, 21:14:47
2023-07-29 11:25:49,536 semantic_segmentation INFO: Iters: 49350/150000 || Lr: 0.013966 || Task Loss: 0.1534 || KD Loss: 0.0453|| 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, 21:42:56 || Estimated Time: 3 days, 21:14:13
2023-07-29 11:26:22,684 semantic_segmentation INFO: Iters: 49360/150000 || Lr: 0.013965 || Task Loss: 0.1589 || KD Loss: 0.0426|| 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, 21:43:29 || Estimated Time: 3 days, 21:13:39
2023-07-29 11:26:55,830 semantic_segmentation INFO: Iters: 49370/150000 || Lr: 0.013964 || Task Loss: 0.3217 || KD Loss: 0.1009|| 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: 1 day, 21:44:02 || Estimated Time: 3 days, 21:13:05
2023-07-29 11:27:28,972 semantic_segmentation INFO: Iters: 49380/150000 || Lr: 0.013963 || Task Loss: 0.1985 || KD Loss: 0.0634|| 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, 21:44:35 || Estimated Time: 3 days, 21:12:32
2023-07-29 11:28:02,160 semantic_segmentation INFO: Iters: 49390/150000 || Lr: 0.013961 || Task Loss: 0.1823 || KD Loss: 0.0612|| 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, 21:45:09 || Estimated Time: 3 days, 21:11:58
2023-07-29 11:28:35,206 semantic_segmentation INFO: Iters: 49400/150000 || Lr: 0.013960 || Task Loss: 0.1972 || KD Loss: 0.0460|| 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, 21:45:42 || Estimated Time: 3 days, 21:11:24
2023-07-29 11:29:09,534 semantic_segmentation INFO: Iters: 49410/150000 || Lr: 0.013959 || Task Loss: 0.2237 || KD Loss: 0.0572|| 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, 21:46:16 || Estimated Time: 3 days, 21:10:52
2023-07-29 11:29:44,828 semantic_segmentation INFO: Iters: 49420/150000 || Lr: 0.013958 || Task Loss: 0.2397 || KD Loss: 0.0698|| 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, 21:46:51 || Estimated Time: 3 days, 21:10:23
2023-07-29 11:30:17,867 semantic_segmentation INFO: Iters: 49430/150000 || Lr: 0.013956 || Task Loss: 0.2785 || KD Loss: 0.1218|| 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, 21:47:24 || Estimated Time: 3 days, 21:09:49
2023-07-29 11:30:50,993 semantic_segmentation INFO: Iters: 49440/150000 || Lr: 0.013955 || Task Loss: 0.2388 || KD Loss: 0.0872|| 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, 21:47:57 || Estimated Time: 3 days, 21:09:15
2023-07-29 11:31:24,125 semantic_segmentation INFO: Iters: 49450/150000 || Lr: 0.013954 || Task Loss: 0.2833 || KD Loss: 0.0564|| 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: 1 day, 21:48:30 || Estimated Time: 3 days, 21:08:42
2023-07-29 11:31:57,299 semantic_segmentation INFO: Iters: 49460/150000 || Lr: 0.013953 || Task Loss: 0.1882 || KD Loss: 0.0487|| 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, 21:49:04 || Estimated Time: 3 days, 21:08:08
2023-07-29 11:32:30,468 semantic_segmentation INFO: Iters: 49470/150000 || Lr: 0.013951 || Task Loss: 0.2381 || KD Loss: 0.0717|| 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: 1 day, 21:49:37 || Estimated Time: 3 days, 21:07:34
2023-07-29 11:33:03,646 semantic_segmentation INFO: Iters: 49480/150000 || Lr: 0.013950 || Task Loss: 0.2837 || KD Loss: 0.0939|| 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: 1 day, 21:50:10 || Estimated Time: 3 days, 21:07:01
2023-07-29 11:33:36,838 semantic_segmentation INFO: Iters: 49490/150000 || Lr: 0.013949 || Task Loss: 0.2240 || KD Loss: 0.0645|| 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, 21:50:43 || Estimated Time: 3 days, 21:06:27
2023-07-29 11:34:10,021 semantic_segmentation INFO: Iters: 49500/150000 || Lr: 0.013948 || Task Loss: 0.1769 || KD Loss: 0.0492|| 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, 21:51:16 || Estimated Time: 3 days, 21:05:53
2023-07-29 11:34:43,189 semantic_segmentation INFO: Iters: 49510/150000 || Lr: 0.013946 || Task Loss: 0.2260 || KD Loss: 0.0632|| 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: 1 day, 21:51:50 || Estimated Time: 3 days, 21:05:20
2023-07-29 11:35:16,373 semantic_segmentation INFO: Iters: 49520/150000 || Lr: 0.013945 || Task Loss: 0.2245 || KD Loss: 0.2356|| 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, 21:52:23 || Estimated Time: 3 days, 21:04:46
2023-07-29 11:35:49,461 semantic_segmentation INFO: Iters: 49530/150000 || Lr: 0.013944 || Task Loss: 0.2067 || KD Loss: 0.0555|| 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: 1 day, 21:52:56 || Estimated Time: 3 days, 21:04:12
2023-07-29 11:36:22,558 semantic_segmentation INFO: Iters: 49540/150000 || Lr: 0.013943 || Task Loss: 0.2539 || KD Loss: 0.0824|| 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, 21:53:29 || Estimated Time: 3 days, 21:03:38
2023-07-29 11:36:55,703 semantic_segmentation INFO: Iters: 49550/150000 || Lr: 0.013941 || Task Loss: 0.2397 || KD Loss: 0.0647|| 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, 21:54:02 || Estimated Time: 3 days, 21:03:04
2023-07-29 11:37:28,866 semantic_segmentation INFO: Iters: 49560/150000 || Lr: 0.013940 || Task Loss: 0.2041 || KD Loss: 0.0608|| 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, 21:54:35 || Estimated Time: 3 days, 21:02:31
2023-07-29 11:38:02,023 semantic_segmentation INFO: Iters: 49570/150000 || Lr: 0.013939 || Task Loss: 0.1953 || KD Loss: 0.0508|| 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, 21:55:08 || Estimated Time: 3 days, 21:01:57
2023-07-29 11:38:35,060 semantic_segmentation INFO: Iters: 49580/150000 || Lr: 0.013938 || Task Loss: 0.2069 || KD Loss: 0.0759|| 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, 21:55:41 || Estimated Time: 3 days, 21:01:23
2023-07-29 11:39:08,195 semantic_segmentation INFO: Iters: 49590/150000 || Lr: 0.013936 || Task Loss: 0.2778 || KD Loss: 0.0942|| 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, 21:56:15 || Estimated Time: 3 days, 21:00:49
2023-07-29 11:39:41,328 semantic_segmentation INFO: Iters: 49600/150000 || Lr: 0.013935 || Task Loss: 0.2281 || KD Loss: 0.0577|| 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, 21:56:48 || Estimated Time: 3 days, 21:00:15
2023-07-29 11:39:41,398 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 11:39:42,313 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.959, mIoU: 0.391
2023-07-29 11:39:42,425 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.969, mIoU: 0.495
2023-07-29 11:39:42,534 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.501
2023-07-29 11:39:42,645 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.528
2023-07-29 11:39:42,754 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.523
2023-07-29 11:39:42,863 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.527
2023-07-29 11:39:42,971 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.567
2023-07-29 11:39:43,081 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.605
2023-07-29 11:39:43,201 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.649
2023-07-29 11:39:43,309 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.686
2023-07-29 11:39:43,412 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.694
2023-07-29 11:39:43,516 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.693
2023-07-29 11:39:43,619 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.959, mIoU: 0.700
2023-07-29 11:39:43,724 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.679
2023-07-29 11:39:43,827 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.952, mIoU: 0.685
2023-07-29 11:39:43,931 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.950, mIoU: 0.678
2023-07-29 11:39:44,035 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.679
2023-07-29 11:39:44,140 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.679
2023-07-29 11:39:44,247 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.685
2023-07-29 11:39:44,355 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.691
2023-07-29 11:39:44,469 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.691
2023-07-29 11:39:44,576 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-29 11:39:44,683 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-29 11:39:44,795 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.942, mIoU: 0.685
2023-07-29 11:39:44,908 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.941, mIoU: 0.697
2023-07-29 11:39:45,020 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.942, mIoU: 0.700
2023-07-29 11:39:45,133 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.941, mIoU: 0.687
2023-07-29 11:39:45,247 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.940, mIoU: 0.681
2023-07-29 11:39:45,354 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.940, mIoU: 0.686
2023-07-29 11:39:45,461 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.673
2023-07-29 11:39:45,570 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.940, mIoU: 0.673
2023-07-29 11:39:45,681 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.939, mIoU: 0.670
2023-07-29 11:39:45,792 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.940, mIoU: 0.671
2023-07-29 11:39:45,904 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.940, mIoU: 0.672
2023-07-29 11:39:46,012 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.940, mIoU: 0.673
2023-07-29 11:39:46,119 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.940, mIoU: 0.672
2023-07-29 11:39:46,239 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.940, mIoU: 0.669
2023-07-29 11:39:46,358 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.668
2023-07-29 11:39:46,469 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.939, mIoU: 0.663
2023-07-29 11:39:46,583 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.664
2023-07-29 11:39:46,690 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.940, mIoU: 0.666
2023-07-29 11:39:46,801 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.940, mIoU: 0.666
2023-07-29 11:39:46,911 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.941, mIoU: 0.667
2023-07-29 11:39:47,026 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.941, mIoU: 0.667
2023-07-29 11:39:47,143 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.666
2023-07-29 11:39:47,260 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.942, mIoU: 0.667
2023-07-29 11:39:47,366 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-29 11:39:47,474 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-29 11:39:47,580 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-29 11:39:47,690 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.943, mIoU: 0.670
2023-07-29 11:39:47,798 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.943, mIoU: 0.670
2023-07-29 11:39:47,903 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-29 11:39:48,008 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.943, mIoU: 0.678
2023-07-29 11:39:48,116 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.682
2023-07-29 11:39:48,224 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.682
2023-07-29 11:39:48,331 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.941, mIoU: 0.683
2023-07-29 11:39:48,434 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.942, mIoU: 0.684
2023-07-29 11:39:48,541 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.942, mIoU: 0.690
2023-07-29 11:39:48,646 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.941, mIoU: 0.690
2023-07-29 11:39:48,760 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.941, mIoU: 0.688
2023-07-29 11:39:48,873 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.941, mIoU: 0.692
2023-07-29 11:39:48,994 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.941, mIoU: 0.693
2023-07-29 11:39:49,105 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.941, mIoU: 0.692
2023-07-29 11:39:49,219 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.941, mIoU: 0.695
2023-07-29 11:39:49,336 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.941, mIoU: 0.696
2023-07-29 11:39:49,446 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.941, mIoU: 0.697
2023-07-29 11:39:49,550 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.940, mIoU: 0.697
2023-07-29 11:39:49,658 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.939, mIoU: 0.696
2023-07-29 11:39:49,764 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.695
2023-07-29 11:39:49,874 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.939, mIoU: 0.695
2023-07-29 11:39:49,987 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.940, mIoU: 0.695
2023-07-29 11:39:50,101 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.940, mIoU: 0.695
2023-07-29 11:39:50,218 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.940, mIoU: 0.694
2023-07-29 11:39:50,332 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.940, mIoU: 0.694
2023-07-29 11:39:50,443 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.940, mIoU: 0.695
2023-07-29 11:39:50,554 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.940, mIoU: 0.695
2023-07-29 11:39:50,663 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.940, mIoU: 0.695
2023-07-29 11:39:50,772 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.940, mIoU: 0.695
2023-07-29 11:39:50,879 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.694
2023-07-29 11:39:50,989 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.940, mIoU: 0.696
2023-07-29 11:39:51,096 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.940, mIoU: 0.697
2023-07-29 11:39:51,206 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.940, mIoU: 0.698
2023-07-29 11:39:51,319 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.940, mIoU: 0.697
2023-07-29 11:39:51,433 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.939, mIoU: 0.695
2023-07-29 11:39:51,544 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.689
2023-07-29 11:39:51,653 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.937, mIoU: 0.690
2023-07-29 11:39:51,766 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.690
2023-07-29 11:39:51,877 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.690
2023-07-29 11:39:51,989 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.937, mIoU: 0.690
2023-07-29 11:39:52,102 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.690
2023-07-29 11:39:52,209 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.938, mIoU: 0.691
2023-07-29 11:39:52,315 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-29 11:39:52,425 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-29 11:39:52,532 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-29 11:39:52,635 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.937, mIoU: 0.667
2023-07-29 11:39:52,739 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.937, mIoU: 0.667
2023-07-29 11:39:52,843 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-29 11:39:52,947 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.937, mIoU: 0.667
2023-07-29 11:39:53,051 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.936, mIoU: 0.666
2023-07-29 11:39:53,157 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.936, mIoU: 0.666
2023-07-29 11:39:53,264 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.934, mIoU: 0.665
2023-07-29 11:39:53,380 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.934, mIoU: 0.663
2023-07-29 11:39:53,497 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.934, mIoU: 0.662
2023-07-29 11:39:53,609 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.934, mIoU: 0.663
2023-07-29 11:39:53,721 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.934, mIoU: 0.662
2023-07-29 11:39:53,831 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.934, mIoU: 0.662
2023-07-29 11:39:53,941 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.935, mIoU: 0.662
2023-07-29 11:39:54,048 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.935, mIoU: 0.663
2023-07-29 11:39:54,154 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.935, mIoU: 0.662
2023-07-29 11:39:54,259 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.934, mIoU: 0.660
2023-07-29 11:39:54,368 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.934, mIoU: 0.661
2023-07-29 11:39:54,474 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.934, mIoU: 0.660
2023-07-29 11:39:54,582 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.934, mIoU: 0.660
2023-07-29 11:39:54,691 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.934, mIoU: 0.660
2023-07-29 11:39:54,806 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.934, mIoU: 0.659
2023-07-29 11:39:54,926 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.934, mIoU: 0.659
2023-07-29 11:39:55,036 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.934, mIoU: 0.666
2023-07-29 11:39:55,149 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.934, mIoU: 0.668
2023-07-29 11:39:55,262 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.934, mIoU: 0.672
2023-07-29 11:39:55,377 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.935, mIoU: 0.671
2023-07-29 11:39:55,487 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.935, mIoU: 0.671
2023-07-29 11:39:55,595 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.934, mIoU: 0.671
2023-07-29 11:39:55,700 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.935, mIoU: 0.671
2023-07-29 11:39:55,808 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.935, mIoU: 0.673
2023-07-29 11:39:55,912 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.935, mIoU: 0.673
2023-07-29 11:39:56,020 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.934, mIoU: 0.670
2023-07-29 11:39:56,127 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.934, mIoU: 0.672
2023-07-29 11:39:56,242 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.934, mIoU: 0.672
2023-07-29 11:39:56,360 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.934, mIoU: 0.672
2023-07-29 11:39:56,474 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.934, mIoU: 0.672
2023-07-29 11:39:56,585 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.935, mIoU: 0.672
2023-07-29 11:39:56,696 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.935, mIoU: 0.672
2023-07-29 11:39:56,807 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.935, mIoU: 0.672
2023-07-29 11:39:56,917 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.935, mIoU: 0.672
2023-07-29 11:39:57,024 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.935, mIoU: 0.671
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2023-07-29 11:40:18,634 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.936, mIoU: 0.663
2023-07-29 11:40:18,749 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.936, mIoU: 0.663
2023-07-29 11:40:18,858 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.936, mIoU: 0.663
2023-07-29 11:40:18,970 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.936, mIoU: 0.663
2023-07-29 11:40:19,086 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.936, mIoU: 0.663
2023-07-29 11:40:19,197 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.936, mIoU: 0.663
2023-07-29 11:40:19,308 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.936, mIoU: 0.663
2023-07-29 11:40:19,418 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.937, mIoU: 0.663
2023-07-29 11:40:19,529 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.937, mIoU: 0.664
2023-07-29 11:40:19,638 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.937, mIoU: 0.664
2023-07-29 11:40:19,754 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.937, mIoU: 0.664
2023-07-29 11:40:19,858 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.937, mIoU: 0.664
2023-07-29 11:40:19,963 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.937, mIoU: 0.664
2023-07-29 11:40:20,069 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.937, mIoU: 0.664
2023-07-29 11:40:20,175 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.937, mIoU: 0.665
2023-07-29 11:40:20,281 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.937, mIoU: 0.665
2023-07-29 11:40:20,395 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.937, mIoU: 0.665
2023-07-29 11:40:20,510 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.938, mIoU: 0.665
2023-07-29 11:40:20,625 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.938, mIoU: 0.665
2023-07-29 11:40:20,744 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.938, mIoU: 0.665
2023-07-29 11:40:20,860 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.938, mIoU: 0.665
2023-07-29 11:40:20,978 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.938, mIoU: 0.665
2023-07-29 11:40:21,093 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-29 11:40:21,207 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-29 11:40:21,320 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-29 11:40:21,435 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-29 11:40:21,554 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-29 11:40:21,669 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-29 11:40:21,789 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-29 11:40:21,903 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.938, mIoU: 0.667
2023-07-29 11:40:22,017 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.938, mIoU: 0.667
2023-07-29 11:40:22,127 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.938, mIoU: 0.667
2023-07-29 11:40:22,242 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.938, mIoU: 0.667
2023-07-29 11:40:22,358 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.939, mIoU: 0.667
2023-07-29 11:40:22,469 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.939, mIoU: 0.667
2023-07-29 11:40:22,581 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.939, mIoU: 0.667
2023-07-29 11:40:22,692 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.939, mIoU: 0.668
2023-07-29 11:40:22,811 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.939, mIoU: 0.668
2023-07-29 11:40:22,924 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.939, mIoU: 0.669
2023-07-29 11:40:23,036 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.939, mIoU: 0.669
2023-07-29 11:40:23,146 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.939, mIoU: 0.669
2023-07-29 11:40:23,256 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.939, mIoU: 0.669
2023-07-29 11:40:23,361 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.939, mIoU: 0.669
2023-07-29 11:40:23,471 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.939, mIoU: 0.669
2023-07-29 11:40:23,580 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.939, mIoU: 0.669
2023-07-29 11:40:23,692 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.939, mIoU: 0.669
2023-07-29 11:40:23,813 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.939, mIoU: 0.669
2023-07-29 11:40:23,928 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.939, mIoU: 0.670
2023-07-29 11:40:24,042 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.940, mIoU: 0.670
2023-07-29 11:40:24,157 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.940, mIoU: 0.670
2023-07-29 11:40:24,273 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.940, mIoU: 0.670
2023-07-29 11:40:24,378 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.940, mIoU: 0.670
2023-07-29 11:40:24,490 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.940, mIoU: 0.670
2023-07-29 11:40:24,604 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.940, mIoU: 0.670
2023-07-29 11:40:24,720 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.940, mIoU: 0.671
2023-07-29 11:40:24,837 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.940, mIoU: 0.671
2023-07-29 11:40:24,949 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.940, mIoU: 0.671
2023-07-29 11:40:25,061 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.940, mIoU: 0.671
2023-07-29 11:40:25,175 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.940, mIoU: 0.671
2023-07-29 11:40:25,290 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.940, mIoU: 0.672
2023-07-29 11:40:25,401 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.940, mIoU: 0.672
2023-07-29 11:40:25,512 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.940, mIoU: 0.672
2023-07-29 11:40:25,624 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.940, mIoU: 0.672
2023-07-29 11:40:25,735 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.940, mIoU: 0.672
2023-07-29 11:40:25,853 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.941, mIoU: 0.672
2023-07-29 11:40:25,968 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.941, mIoU: 0.673
2023-07-29 11:40:26,081 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.941, mIoU: 0.672
2023-07-29 11:40:26,193 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.941, mIoU: 0.672
2023-07-29 11:40:26,306 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.941, mIoU: 0.673
2023-07-29 11:40:26,417 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.941, mIoU: 0.673
2023-07-29 11:40:26,528 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.941, mIoU: 0.673
2023-07-29 11:40:26,638 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.941, mIoU: 0.673
2023-07-29 11:40:26,752 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.941, mIoU: 0.673
2023-07-29 11:40:26,876 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.941, mIoU: 0.673
2023-07-29 11:40:26,988 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.941, mIoU: 0.673
2023-07-29 11:40:27,104 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.941, mIoU: 0.673
2023-07-29 11:40:27,215 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.941, mIoU: 0.674
2023-07-29 11:40:27,330 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.942, mIoU: 0.674
2023-07-29 11:40:27,440 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.942, mIoU: 0.674
2023-07-29 11:40:27,550 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.942, mIoU: 0.674
2023-07-29 11:40:27,660 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.942, mIoU: 0.674
2023-07-29 11:40:27,770 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.942, mIoU: 0.674
2023-07-29 11:40:27,884 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.942, mIoU: 0.674
2023-07-29 11:40:27,999 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.942, mIoU: 0.674
2023-07-29 11:40:28,116 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.942, mIoU: 0.674
2023-07-29 11:40:28,231 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.942, mIoU: 0.674
2023-07-29 11:40:28,346 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.942, mIoU: 0.674
2023-07-29 11:40:28,460 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-29 11:40:28,572 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-29 11:40:28,680 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-29 11:40:28,789 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-29 11:40:28,901 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-29 11:40:29,016 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-29 11:40:29,136 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-29 11:40:29,251 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.943, mIoU: 0.675
2023-07-29 11:40:29,363 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-29 11:40:29,475 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-29 11:40:29,588 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-29 11:40:29,695 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-29 11:40:29,806 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-29 11:40:29,916 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-29 11:40:30,031 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-29 11:40:30,151 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-29 11:40:30,263 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-29 11:40:30,372 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-29 11:40:30,481 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-29 11:40:30,593 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-29 11:40:30,708 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-29 11:40:30,821 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-29 11:40:30,931 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-29 11:40:31,036 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-29 11:40:31,142 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-29 11:40:31,249 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-29 11:40:31,358 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-29 11:40:31,473 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-29 11:40:31,591 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-29 11:40:31,702 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-29 11:40:31,813 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-29 11:40:31,928 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-29 11:40:32,038 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-29 11:40:32,145 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-29 11:40:32,250 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-29 11:40:32,356 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-29 11:40:32,461 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-29 11:40:32,567 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-29 11:40:32,673 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-29 11:40:32,778 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-29 11:40:32,883 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-29 11:40:32,993 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-29 11:40:33,099 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-29 11:40:33,212 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-29 11:40:33,326 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-29 11:40:33,438 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-29 11:40:33,550 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.944, mIoU: 0.679
2023-07-29 11:40:33,662 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.944, mIoU: 0.679
2023-07-29 11:40:33,775 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-29 11:40:33,886 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.944, mIoU: 0.679
2023-07-29 11:40:33,995 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-29 11:40:34,099 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-29 11:40:34,203 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-29 11:40:34,310 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-29 11:40:34,420 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-29 11:40:34,537 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-29 11:40:34,658 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-29 11:40:34,774 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-29 11:40:34,893 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-29 11:40:35,014 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-29 11:40:35,130 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-29 11:40:35,246 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-29 11:40:35,361 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-29 11:40:35,480 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-29 11:40:35,595 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-29 11:40:35,709 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-29 11:40:35,828 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-29 11:40:35,942 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-29 11:40:36,056 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-29 11:40:36,170 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-29 11:40:36,287 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-29 11:40:36,400 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-29 11:40:36,512 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-29 11:40:36,624 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-29 11:40:36,739 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-29 11:40:36,852 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.945, mIoU: 0.680
2023-07-29 11:40:36,963 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-29 11:40:37,074 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.945, mIoU: 0.680
2023-07-29 11:40:37,188 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.945, mIoU: 0.680
2023-07-29 11:40:37,305 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.945, mIoU: 0.680
2023-07-29 11:40:37,417 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.945, mIoU: 0.680
2023-07-29 11:40:37,529 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.945, mIoU: 0.680
2023-07-29 11:40:37,639 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.945, mIoU: 0.680
2023-07-29 11:41:11,191 semantic_segmentation INFO: Iters: 49610/150000 || Lr: 0.013934 || Task Loss: 0.2820 || KD Loss: 0.0951|| 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, 21:58:18 || Estimated Time: 3 days, 21:01:36
2023-07-29 11:41:44,152 semantic_segmentation INFO: Iters: 49620/150000 || Lr: 0.013933 || Task Loss: 0.2417 || KD Loss: 0.0454|| 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: 1 day, 21:58:51 || Estimated Time: 3 days, 21:01:02
2023-07-29 11:42:17,226 semantic_segmentation INFO: Iters: 49630/150000 || Lr: 0.013931 || Task Loss: 0.3019 || KD Loss: 0.1652|| 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, 21:59:24 || Estimated Time: 3 days, 21:00:28
2023-07-29 11:42:50,204 semantic_segmentation INFO: Iters: 49640/150000 || Lr: 0.013930 || Task Loss: 0.2567 || KD Loss: 0.0703|| 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, 21:59:57 || Estimated Time: 3 days, 20:59:54
2023-07-29 11:43:23,201 semantic_segmentation INFO: Iters: 49650/150000 || Lr: 0.013929 || Task Loss: 0.2268 || KD Loss: 0.0484|| 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: 1 day, 22:00:30 || Estimated Time: 3 days, 20:59:20
2023-07-29 11:43:56,319 semantic_segmentation INFO: Iters: 49660/150000 || Lr: 0.013928 || Task Loss: 0.2702 || KD Loss: 0.0557|| 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, 22:01:03 || Estimated Time: 3 days, 20:58:46
2023-07-29 11:44:29,420 semantic_segmentation INFO: Iters: 49670/150000 || Lr: 0.013926 || Task Loss: 0.2391 || KD Loss: 0.0689|| 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, 22:01:36 || Estimated Time: 3 days, 20:58:12
2023-07-29 11:45:02,499 semantic_segmentation INFO: Iters: 49680/150000 || Lr: 0.013925 || Task Loss: 0.1858 || KD Loss: 0.0424|| 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, 22:02:09 || Estimated Time: 3 days, 20:57:38
2023-07-29 11:45:35,524 semantic_segmentation INFO: Iters: 49690/150000 || Lr: 0.013924 || Task Loss: 0.2192 || KD Loss: 0.0579|| 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: 1 day, 22:02:42 || Estimated Time: 3 days, 20:57:04
2023-07-29 11:46:08,765 semantic_segmentation INFO: Iters: 49700/150000 || Lr: 0.013923 || Task Loss: 0.2274 || KD Loss: 0.0502|| 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, 22:03:15 || Estimated Time: 3 days, 20:56:31
2023-07-29 11:46:41,849 semantic_segmentation INFO: Iters: 49710/150000 || Lr: 0.013921 || Task Loss: 0.2416 || KD Loss: 0.0695|| 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: 1 day, 22:03:48 || Estimated Time: 3 days, 20:55:57
2023-07-29 11:47:14,925 semantic_segmentation INFO: Iters: 49720/150000 || Lr: 0.013920 || Task Loss: 0.1702 || KD Loss: 0.0471|| 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, 22:04:21 || Estimated Time: 3 days, 20:55:23
2023-07-29 11:47:48,026 semantic_segmentation INFO: Iters: 49730/150000 || Lr: 0.013919 || Task Loss: 0.2194 || KD Loss: 0.0798|| 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, 22:04:54 || Estimated Time: 3 days, 20:54:49
2023-07-29 11:48:21,142 semantic_segmentation INFO: Iters: 49740/150000 || Lr: 0.013918 || Task Loss: 0.2088 || KD Loss: 0.0598|| 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, 22:05:27 || Estimated Time: 3 days, 20:54:15
2023-07-29 11:48:54,337 semantic_segmentation INFO: Iters: 49750/150000 || Lr: 0.013916 || Task Loss: 0.1878 || KD Loss: 0.0561|| 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, 22:06:01 || Estimated Time: 3 days, 20:53:41
2023-07-29 11:49:27,499 semantic_segmentation INFO: Iters: 49760/150000 || Lr: 0.013915 || Task Loss: 0.2150 || KD Loss: 0.0576|| 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: 1 day, 22:06:34 || Estimated Time: 3 days, 20:53:08
2023-07-29 11:50:00,675 semantic_segmentation INFO: Iters: 49770/150000 || Lr: 0.013914 || Task Loss: 0.2022 || KD Loss: 0.0560|| 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, 22:07:07 || Estimated Time: 3 days, 20:52:34
2023-07-29 11:50:33,855 semantic_segmentation INFO: Iters: 49780/150000 || Lr: 0.013913 || Task Loss: 0.2313 || KD Loss: 0.1148|| 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, 22:07:40 || Estimated Time: 3 days, 20:52:00
2023-07-29 11:51:07,041 semantic_segmentation INFO: Iters: 49790/150000 || Lr: 0.013911 || Task Loss: 0.1997 || KD Loss: 0.0484|| 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, 22:08:13 || Estimated Time: 3 days, 20:51:27
2023-07-29 11:51:40,120 semantic_segmentation INFO: Iters: 49800/150000 || Lr: 0.013910 || Task Loss: 0.2142 || KD Loss: 0.0537|| 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, 22:08:46 || Estimated Time: 3 days, 20:50:53
2023-07-29 11:52:13,301 semantic_segmentation INFO: Iters: 49810/150000 || Lr: 0.013909 || Task Loss: 0.2097 || KD Loss: 0.0511|| 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, 22:09:20 || Estimated Time: 3 days, 20:50:19
2023-07-29 11:52:46,472 semantic_segmentation INFO: Iters: 49820/150000 || Lr: 0.013908 || Task Loss: 0.2151 || KD Loss: 0.0524|| 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, 22:09:53 || Estimated Time: 3 days, 20:49:45
2023-07-29 11:53:20,404 semantic_segmentation INFO: Iters: 49830/150000 || Lr: 0.013906 || Task Loss: 0.3123 || KD Loss: 0.0899|| 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, 22:10:27 || Estimated Time: 3 days, 20:49:13
2023-07-29 11:53:56,054 semantic_segmentation INFO: Iters: 49840/150000 || Lr: 0.013905 || Task Loss: 0.2544 || KD Loss: 0.0805|| 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, 22:11:02 || Estimated Time: 3 days, 20:48:44
2023-07-29 11:54:29,191 semantic_segmentation INFO: Iters: 49850/150000 || Lr: 0.013904 || Task Loss: 0.2586 || KD Loss: 0.0708|| 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, 22:11:36 || Estimated Time: 3 days, 20:48:10
2023-07-29 11:55:02,329 semantic_segmentation INFO: Iters: 49860/150000 || Lr: 0.013903 || Task Loss: 0.2457 || KD Loss: 0.1020|| 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, 22:12:09 || Estimated Time: 3 days, 20:47:37
2023-07-29 11:55:35,375 semantic_segmentation INFO: Iters: 49870/150000 || Lr: 0.013901 || Task Loss: 0.2136 || KD Loss: 0.0484|| 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: 1 day, 22:12:42 || Estimated Time: 3 days, 20:47:03
2023-07-29 11:56:08,525 semantic_segmentation INFO: Iters: 49880/150000 || Lr: 0.013900 || Task Loss: 0.2171 || KD Loss: 0.0734|| 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, 22:13:15 || Estimated Time: 3 days, 20:46:29
2023-07-29 11:56:41,697 semantic_segmentation INFO: Iters: 49890/150000 || Lr: 0.013899 || Task Loss: 0.2269 || KD Loss: 0.0743|| 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: 1 day, 22:13:48 || Estimated Time: 3 days, 20:45:55
2023-07-29 11:57:14,781 semantic_segmentation INFO: Iters: 49900/150000 || Lr: 0.013898 || Task Loss: 0.2845 || KD Loss: 0.0603|| 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, 22:14:21 || Estimated Time: 3 days, 20:45:21
2023-07-29 11:57:47,851 semantic_segmentation INFO: Iters: 49910/150000 || Lr: 0.013896 || Task Loss: 0.2712 || KD Loss: 0.0859|| 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, 22:14:54 || Estimated Time: 3 days, 20:44:47
2023-07-29 11:58:20,920 semantic_segmentation INFO: Iters: 49920/150000 || Lr: 0.013895 || Task Loss: 0.2375 || KD Loss: 0.0614|| 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, 22:15:27 || Estimated Time: 3 days, 20:44:13
2023-07-29 11:58:53,995 semantic_segmentation INFO: Iters: 49930/150000 || Lr: 0.013894 || Task Loss: 0.2807 || KD Loss: 0.0846|| 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, 22:16:00 || Estimated Time: 3 days, 20:43:39
2023-07-29 11:59:27,172 semantic_segmentation INFO: Iters: 49940/150000 || Lr: 0.013893 || Task Loss: 0.1898 || KD Loss: 0.0507|| 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, 22:16:34 || Estimated Time: 3 days, 20:43:06
2023-07-29 12:00:00,229 semantic_segmentation INFO: Iters: 49950/150000 || Lr: 0.013891 || Task Loss: 0.2266 || KD Loss: 0.0824|| 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, 22:17:07 || Estimated Time: 3 days, 20:42:32
2023-07-29 12:00:33,340 semantic_segmentation INFO: Iters: 49960/150000 || Lr: 0.013890 || Task Loss: 0.1966 || KD Loss: 0.0404|| 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, 22:17:40 || Estimated Time: 3 days, 20:41:58
2023-07-29 12:01:06,527 semantic_segmentation INFO: Iters: 49970/150000 || Lr: 0.013889 || Task Loss: 0.2320 || KD Loss: 0.0585|| 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: 1 day, 22:18:13 || Estimated Time: 3 days, 20:41:24
2023-07-29 12:01:39,647 semantic_segmentation INFO: Iters: 49980/150000 || Lr: 0.013888 || Task Loss: 0.3145 || KD Loss: 0.0888|| 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, 22:18:46 || Estimated Time: 3 days, 20:40:50
2023-07-29 12:02:12,703 semantic_segmentation INFO: Iters: 49990/150000 || Lr: 0.013886 || Task Loss: 0.3891 || KD Loss: 0.1240|| 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, 22:19:19 || Estimated Time: 3 days, 20:40:16
2023-07-29 12:02:45,797 semantic_segmentation INFO: Iters: 50000/150000 || Lr: 0.013885 || Task Loss: 0.1683 || KD Loss: 0.0486|| 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, 22:19:52 || Estimated Time: 3 days, 20:39:42
2023-07-29 12:03:18,884 semantic_segmentation INFO: Iters: 50010/150000 || Lr: 0.013884 || Task Loss: 0.1960 || KD Loss: 0.0524|| 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, 22:20:25 || Estimated Time: 3 days, 20:39:09
2023-07-29 12:03:51,971 semantic_segmentation INFO: Iters: 50020/150000 || Lr: 0.013883 || Task Loss: 0.2992 || KD Loss: 0.0664|| 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, 22:20:58 || Estimated Time: 3 days, 20:38:35
2023-07-29 12:04:24,966 semantic_segmentation INFO: Iters: 50030/150000 || Lr: 0.013881 || Task Loss: 0.2362 || KD Loss: 0.0685|| 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, 22:21:31 || Estimated Time: 3 days, 20:38:01
2023-07-29 12:04:58,170 semantic_segmentation INFO: Iters: 50040/150000 || Lr: 0.013880 || Task Loss: 0.2428 || KD Loss: 0.0782|| 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, 22:22:05 || Estimated Time: 3 days, 20:37:27
2023-07-29 12:05:31,270 semantic_segmentation INFO: Iters: 50050/150000 || Lr: 0.013879 || Task Loss: 0.2059 || KD Loss: 0.0413|| 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, 22:22:38 || Estimated Time: 3 days, 20:36:53
2023-07-29 12:06:04,451 semantic_segmentation INFO: Iters: 50060/150000 || Lr: 0.013878 || Task Loss: 0.2256 || KD Loss: 0.0575|| 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, 22:23:11 || Estimated Time: 3 days, 20:36:19
2023-07-29 12:06:37,464 semantic_segmentation INFO: Iters: 50070/150000 || Lr: 0.013876 || Task Loss: 0.2559 || KD Loss: 0.0448|| 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, 22:23:44 || Estimated Time: 3 days, 20:35:45
2023-07-29 12:07:10,521 semantic_segmentation INFO: Iters: 50080/150000 || Lr: 0.013875 || Task Loss: 0.2038 || KD Loss: 0.0589|| 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, 22:24:17 || Estimated Time: 3 days, 20:35:11
2023-07-29 12:07:43,608 semantic_segmentation INFO: Iters: 50090/150000 || Lr: 0.013874 || Task Loss: 0.1458 || KD Loss: 0.0472|| 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, 22:24:50 || Estimated Time: 3 days, 20:34:37
2023-07-29 12:08:16,677 semantic_segmentation INFO: Iters: 50100/150000 || Lr: 0.013873 || Task Loss: 0.1474 || KD Loss: 0.0327|| 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, 22:25:23 || Estimated Time: 3 days, 20:34:04
2023-07-29 12:08:49,801 semantic_segmentation INFO: Iters: 50110/150000 || Lr: 0.013871 || Task Loss: 0.2508 || KD Loss: 0.0644|| 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, 22:25:56 || Estimated Time: 3 days, 20:33:30
2023-07-29 12:09:22,959 semantic_segmentation INFO: Iters: 50120/150000 || Lr: 0.013870 || Task Loss: 0.2364 || KD Loss: 0.0727|| 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, 22:26:29 || Estimated Time: 3 days, 20:32:56
2023-07-29 12:09:56,097 semantic_segmentation INFO: Iters: 50130/150000 || Lr: 0.013869 || Task Loss: 0.3104 || KD Loss: 0.0858|| 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, 22:27:02 || Estimated Time: 3 days, 20:32:22
2023-07-29 12:10:29,250 semantic_segmentation INFO: Iters: 50140/150000 || Lr: 0.013868 || Task Loss: 0.2071 || KD Loss: 0.0571|| 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, 22:27:36 || Estimated Time: 3 days, 20:31:48
2023-07-29 12:11:02,376 semantic_segmentation INFO: Iters: 50150/150000 || Lr: 0.013866 || Task Loss: 0.3026 || KD Loss: 0.1669|| 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, 22:28:09 || Estimated Time: 3 days, 20:31:15
2023-07-29 12:11:35,444 semantic_segmentation INFO: Iters: 50160/150000 || Lr: 0.013865 || Task Loss: 0.1437 || KD Loss: 0.0697|| 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, 22:28:42 || Estimated Time: 3 days, 20:30:41
2023-07-29 12:12:08,608 semantic_segmentation INFO: Iters: 50170/150000 || Lr: 0.013864 || Task Loss: 0.2012 || KD Loss: 0.0517|| 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, 22:29:15 || Estimated Time: 3 days, 20:30:07
2023-07-29 12:12:41,632 semantic_segmentation INFO: Iters: 50180/150000 || Lr: 0.013863 || Task Loss: 0.2173 || KD Loss: 0.0613|| 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, 22:29:48 || Estimated Time: 3 days, 20:29:33
2023-07-29 12:13:14,803 semantic_segmentation INFO: Iters: 50190/150000 || Lr: 0.013861 || Task Loss: 0.1922 || KD Loss: 0.0597|| 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, 22:30:21 || Estimated Time: 3 days, 20:28:59
2023-07-29 12:13:47,956 semantic_segmentation INFO: Iters: 50200/150000 || Lr: 0.013860 || Task Loss: 0.2655 || KD Loss: 0.0947|| 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, 22:30:54 || Estimated Time: 3 days, 20:28:25
2023-07-29 12:14:21,161 semantic_segmentation INFO: Iters: 50210/150000 || Lr: 0.013859 || Task Loss: 0.2273 || KD Loss: 0.0486|| 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, 22:31:28 || Estimated Time: 3 days, 20:27:52
2023-07-29 12:14:54,322 semantic_segmentation INFO: Iters: 50220/150000 || Lr: 0.013858 || Task Loss: 0.2017 || KD Loss: 0.0708|| 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, 22:32:01 || Estimated Time: 3 days, 20:27:18
2023-07-29 12:15:27,485 semantic_segmentation INFO: Iters: 50230/150000 || Lr: 0.013856 || Task Loss: 0.4064 || KD Loss: 0.0746|| 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, 22:32:34 || Estimated Time: 3 days, 20:26:44
2023-07-29 12:16:00,682 semantic_segmentation INFO: Iters: 50240/150000 || Lr: 0.013855 || Task Loss: 0.2046 || KD Loss: 0.0593|| 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, 22:33:07 || Estimated Time: 3 days, 20:26:11
2023-07-29 12:16:33,830 semantic_segmentation INFO: Iters: 50250/150000 || Lr: 0.013854 || Task Loss: 0.2279 || KD Loss: 0.0815|| 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, 22:33:40 || Estimated Time: 3 days, 20:25:37
2023-07-29 12:17:07,005 semantic_segmentation INFO: Iters: 50260/150000 || Lr: 0.013853 || Task Loss: 0.2950 || KD Loss: 0.1229|| 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: 1 day, 22:34:13 || Estimated Time: 3 days, 20:25:03
2023-07-29 12:17:42,474 semantic_segmentation INFO: Iters: 50270/150000 || Lr: 0.013851 || Task Loss: 0.1932 || KD Loss: 0.0678|| 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, 22:34:49 || Estimated Time: 3 days, 20:24:33
2023-07-29 12:18:16,611 semantic_segmentation INFO: Iters: 50280/150000 || Lr: 0.013850 || Task Loss: 0.2772 || KD Loss: 0.0760|| 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, 22:35:23 || Estimated Time: 3 days, 20:24:02
2023-07-29 12:18:49,650 semantic_segmentation INFO: Iters: 50290/150000 || Lr: 0.013849 || Task Loss: 0.2394 || KD Loss: 0.0661|| 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, 22:35:56 || Estimated Time: 3 days, 20:23:28
2023-07-29 12:19:22,901 semantic_segmentation INFO: Iters: 50300/150000 || Lr: 0.013848 || Task Loss: 0.2471 || KD Loss: 0.0740|| 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, 22:36:29 || Estimated Time: 3 days, 20:22:54
2023-07-29 12:19:56,064 semantic_segmentation INFO: Iters: 50310/150000 || Lr: 0.013846 || Task Loss: 0.3809 || KD Loss: 0.1431|| 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, 22:37:02 || Estimated Time: 3 days, 20:22:21
2023-07-29 12:20:29,271 semantic_segmentation INFO: Iters: 50320/150000 || Lr: 0.013845 || Task Loss: 0.4163 || KD Loss: 0.1529|| 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, 22:37:36 || Estimated Time: 3 days, 20:21:47
2023-07-29 12:21:02,418 semantic_segmentation INFO: Iters: 50330/150000 || Lr: 0.013844 || Task Loss: 0.5376 || KD Loss: 0.3030|| 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: 1 day, 22:38:09 || Estimated Time: 3 days, 20:21:13
2023-07-29 12:21:35,502 semantic_segmentation INFO: Iters: 50340/150000 || Lr: 0.013843 || Task Loss: 0.1534 || KD Loss: 0.0556|| 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, 22:38:42 || Estimated Time: 3 days, 20:20:39
2023-07-29 12:22:08,654 semantic_segmentation INFO: Iters: 50350/150000 || Lr: 0.013841 || Task Loss: 0.2490 || KD Loss: 0.0686|| 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, 22:39:15 || Estimated Time: 3 days, 20:20:06
2023-07-29 12:22:41,766 semantic_segmentation INFO: Iters: 50360/150000 || Lr: 0.013840 || Task Loss: 0.1763 || KD Loss: 0.0504|| 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, 22:39:48 || Estimated Time: 3 days, 20:19:32
2023-07-29 12:23:14,858 semantic_segmentation INFO: Iters: 50370/150000 || Lr: 0.013839 || Task Loss: 0.2418 || KD Loss: 0.0603|| 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, 22:40:21 || Estimated Time: 3 days, 20:18:58
2023-07-29 12:23:48,046 semantic_segmentation INFO: Iters: 50380/150000 || Lr: 0.013838 || Task Loss: 0.1583 || KD Loss: 0.0514|| 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, 22:40:54 || Estimated Time: 3 days, 20:18:24
2023-07-29 12:24:21,210 semantic_segmentation INFO: Iters: 50390/150000 || Lr: 0.013836 || Task Loss: 0.2329 || KD Loss: 0.0658|| 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, 22:41:28 || Estimated Time: 3 days, 20:17:51
2023-07-29 12:24:54,380 semantic_segmentation INFO: Iters: 50400/150000 || Lr: 0.013835 || Task Loss: 0.2713 || KD Loss: 0.0618|| 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: 1 day, 22:42:01 || Estimated Time: 3 days, 20:17:17
2023-07-29 12:24:54,447 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 12:24:55,253 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.947, mIoU: 0.384
2023-07-29 12:24:55,380 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.961, mIoU: 0.466
2023-07-29 12:24:55,494 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.964, mIoU: 0.480
2023-07-29 12:24:55,600 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.963, mIoU: 0.518
2023-07-29 12:24:55,709 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.964, mIoU: 0.510
2023-07-29 12:24:55,812 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.513
2023-07-29 12:24:55,916 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.559
2023-07-29 12:24:56,020 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.604
2023-07-29 12:24:56,123 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.648
2023-07-29 12:24:56,229 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.959, mIoU: 0.660
2023-07-29 12:24:56,333 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.959, mIoU: 0.664
2023-07-29 12:24:56,437 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.956, mIoU: 0.704
2023-07-29 12:24:56,546 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.955, mIoU: 0.693
2023-07-29 12:24:56,660 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.950, mIoU: 0.669
2023-07-29 12:24:56,771 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.946, mIoU: 0.676
2023-07-29 12:24:56,878 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-29 12:24:56,990 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-29 12:24:57,103 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.943, mIoU: 0.668
2023-07-29 12:24:57,216 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.943, mIoU: 0.674
2023-07-29 12:24:57,328 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.944, mIoU: 0.680
2023-07-29 12:24:57,436 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.943, mIoU: 0.680
2023-07-29 12:24:57,542 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.936, mIoU: 0.650
2023-07-29 12:24:57,648 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.936, mIoU: 0.648
2023-07-29 12:24:57,759 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-29 12:24:57,866 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.935, mIoU: 0.669
2023-07-29 12:24:57,978 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-29 12:24:58,096 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.934, mIoU: 0.661
2023-07-29 12:24:58,206 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.934, mIoU: 0.659
2023-07-29 12:24:58,315 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.934, mIoU: 0.668
2023-07-29 12:24:58,427 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.934, mIoU: 0.656
2023-07-29 12:24:58,544 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.934, mIoU: 0.654
2023-07-29 12:24:58,657 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.933, mIoU: 0.651
2023-07-29 12:24:58,774 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.934, mIoU: 0.653
2023-07-29 12:24:58,885 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.934, mIoU: 0.651
2023-07-29 12:24:58,995 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.934, mIoU: 0.653
2023-07-29 12:24:59,106 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.934, mIoU: 0.653
2023-07-29 12:24:59,225 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.935, mIoU: 0.651
2023-07-29 12:24:59,340 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.933, mIoU: 0.650
2023-07-29 12:24:59,449 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.933, mIoU: 0.644
2023-07-29 12:24:59,561 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.934, mIoU: 0.645
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2023-07-29 12:24:59,894 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.935, mIoU: 0.647
2023-07-29 12:25:00,001 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.936, mIoU: 0.649
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2023-07-29 12:25:00,324 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.937, mIoU: 0.645
2023-07-29 12:25:00,431 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.937, mIoU: 0.644
2023-07-29 12:25:00,537 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.937, mIoU: 0.644
2023-07-29 12:25:00,648 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.937, mIoU: 0.646
2023-07-29 12:25:00,770 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.937, mIoU: 0.647
2023-07-29 12:25:00,881 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.935, mIoU: 0.641
2023-07-29 12:25:00,991 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.934, mIoU: 0.641
2023-07-29 12:25:01,099 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.933, mIoU: 0.644
2023-07-29 12:25:01,209 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.932, mIoU: 0.643
2023-07-29 12:25:01,317 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.931, mIoU: 0.644
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2023-07-29 12:25:01,528 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.932, mIoU: 0.650
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2023-07-29 12:25:01,739 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.931, mIoU: 0.647
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2023-07-29 12:25:02,164 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.931, mIoU: 0.657
2023-07-29 12:25:02,279 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.931, mIoU: 0.659
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2023-07-29 12:25:02,513 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.930, mIoU: 0.659
2023-07-29 12:25:02,628 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.930, mIoU: 0.660
2023-07-29 12:25:02,742 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.658
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2023-07-29 12:25:02,972 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.931, mIoU: 0.658
2023-07-29 12:25:03,085 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.931, mIoU: 0.656
2023-07-29 12:25:03,197 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.931, mIoU: 0.653
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2023-07-29 12:25:04,316 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.932, mIoU: 0.658
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2023-07-29 12:25:04,538 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.928, mIoU: 0.653
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2023-07-29 12:25:04,766 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.929, mIoU: 0.653
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2023-07-29 12:25:06,251 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.926, mIoU: 0.646
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2023-07-29 12:25:06,777 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.927, mIoU: 0.644
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2023-07-29 12:25:10,111 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.928, mIoU: 0.654
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2023-07-29 12:25:10,328 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.927, mIoU: 0.653
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2023-07-29 12:25:12,933 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.926, mIoU: 0.652
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2023-07-29 12:25:13,846 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.928, mIoU: 0.652
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2023-07-29 12:25:21,000 semantic_segmentation INFO: Sample: 235, Validation pixAcc: 0.930, mIoU: 0.649
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2023-07-29 12:25:29,926 semantic_segmentation INFO: Sample: 315, Validation pixAcc: 0.930, mIoU: 0.654
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2023-07-29 12:25:43,092 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.937, mIoU: 0.665
2023-07-29 12:25:43,205 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.937, mIoU: 0.665
2023-07-29 12:25:43,314 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.937, mIoU: 0.665
2023-07-29 12:25:43,423 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.937, mIoU: 0.665
2023-07-29 12:25:43,528 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.937, mIoU: 0.666
2023-07-29 12:25:43,633 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.937, mIoU: 0.666
2023-07-29 12:25:43,739 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.937, mIoU: 0.666
2023-07-29 12:25:43,843 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.937, mIoU: 0.666
2023-07-29 12:25:43,947 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.937, mIoU: 0.666
2023-07-29 12:25:44,053 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.937, mIoU: 0.666
2023-07-29 12:25:44,157 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-29 12:25:44,265 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-29 12:25:44,375 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-29 12:25:44,489 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-29 12:25:44,605 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-29 12:25:44,718 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-29 12:25:44,831 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-29 12:25:44,945 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-29 12:25:45,057 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-29 12:25:45,163 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.938, mIoU: 0.667
2023-07-29 12:25:45,268 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-29 12:25:45,373 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-29 12:25:45,481 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.938, mIoU: 0.667
2023-07-29 12:25:45,589 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.938, mIoU: 0.668
2023-07-29 12:25:45,703 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.938, mIoU: 0.668
2023-07-29 12:25:45,821 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.938, mIoU: 0.668
2023-07-29 12:25:45,931 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.938, mIoU: 0.668
2023-07-29 12:25:46,042 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.938, mIoU: 0.668
2023-07-29 12:25:46,152 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.938, mIoU: 0.669
2023-07-29 12:25:46,270 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.938, mIoU: 0.669
2023-07-29 12:25:46,387 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.938, mIoU: 0.669
2023-07-29 12:25:46,506 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.938, mIoU: 0.669
2023-07-29 12:25:46,617 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.938, mIoU: 0.670
2023-07-29 12:25:46,732 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.938, mIoU: 0.670
2023-07-29 12:25:46,850 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.938, mIoU: 0.670
2023-07-29 12:25:46,963 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.938, mIoU: 0.670
2023-07-29 12:25:47,074 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.938, mIoU: 0.669
2023-07-29 12:25:47,185 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.938, mIoU: 0.669
2023-07-29 12:25:47,294 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.938, mIoU: 0.669
2023-07-29 12:25:47,401 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.938, mIoU: 0.669
2023-07-29 12:25:47,508 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.938, mIoU: 0.669
2023-07-29 12:25:47,612 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.939, mIoU: 0.669
2023-07-29 12:25:47,717 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.939, mIoU: 0.669
2023-07-29 12:25:47,819 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.939, mIoU: 0.669
2023-07-29 12:25:47,924 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.939, mIoU: 0.669
2023-07-29 12:25:48,030 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.939, mIoU: 0.670
2023-07-29 12:25:48,135 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.939, mIoU: 0.670
2023-07-29 12:25:48,243 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.939, mIoU: 0.670
2023-07-29 12:25:48,359 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.939, mIoU: 0.670
2023-07-29 12:25:48,483 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.939, mIoU: 0.670
2023-07-29 12:25:48,600 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.939, mIoU: 0.670
2023-07-29 12:25:48,717 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.939, mIoU: 0.670
2023-07-29 12:25:48,836 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.939, mIoU: 0.670
2023-07-29 12:25:48,954 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.939, mIoU: 0.670
2023-07-29 12:25:49,068 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.939, mIoU: 0.670
2023-07-29 12:25:49,183 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-29 12:25:49,301 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-29 12:25:49,414 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-29 12:25:49,531 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-29 12:25:49,644 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-29 12:25:49,759 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-29 12:25:49,871 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-29 12:25:49,984 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-29 12:25:50,095 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-29 12:25:50,210 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-29 12:25:50,327 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-29 12:25:50,440 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-29 12:25:50,554 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-29 12:25:50,662 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-29 12:26:24,168 semantic_segmentation INFO: Iters: 50410/150000 || Lr: 0.013834 || Task Loss: 0.2349 || KD Loss: 0.0671|| 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, 22:43:31 || Estimated Time: 3 days, 20:18:35
2023-07-29 12:26:57,256 semantic_segmentation INFO: Iters: 50420/150000 || Lr: 0.013833 || Task Loss: 0.3228 || KD Loss: 0.1167|| 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, 22:44:04 || Estimated Time: 3 days, 20:18:01
2023-07-29 12:27:30,230 semantic_segmentation INFO: Iters: 50430/150000 || Lr: 0.013831 || Task Loss: 0.3341 || KD Loss: 0.1095|| 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: 1 day, 22:44:37 || Estimated Time: 3 days, 20:17:27
2023-07-29 12:28:03,376 semantic_segmentation INFO: Iters: 50440/150000 || Lr: 0.013830 || Task Loss: 0.2610 || KD Loss: 0.0790|| 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, 22:45:10 || Estimated Time: 3 days, 20:16:53
2023-07-29 12:28:36,373 semantic_segmentation INFO: Iters: 50450/150000 || Lr: 0.013829 || Task Loss: 0.1604 || KD Loss: 0.0426|| 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, 22:45:43 || Estimated Time: 3 days, 20:16:19
2023-07-29 12:29:09,612 semantic_segmentation INFO: Iters: 50460/150000 || Lr: 0.013828 || Task Loss: 0.2289 || KD Loss: 0.0716|| 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, 22:46:16 || Estimated Time: 3 days, 20:15:45
2023-07-29 12:29:42,751 semantic_segmentation INFO: Iters: 50470/150000 || Lr: 0.013826 || Task Loss: 0.1792 || KD Loss: 0.0511|| 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, 22:46:49 || Estimated Time: 3 days, 20:15:12
2023-07-29 12:30:15,936 semantic_segmentation INFO: Iters: 50480/150000 || Lr: 0.013825 || Task Loss: 0.2903 || KD Loss: 0.0833|| 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, 22:47:22 || Estimated Time: 3 days, 20:14:38
2023-07-29 12:30:49,062 semantic_segmentation INFO: Iters: 50490/150000 || Lr: 0.013824 || Task Loss: 0.2522 || KD Loss: 0.1453|| 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, 22:47:55 || Estimated Time: 3 days, 20:14:04
2023-07-29 12:31:22,296 semantic_segmentation INFO: Iters: 50500/150000 || Lr: 0.013823 || Task Loss: 0.1830 || KD Loss: 0.0734|| 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, 22:48:29 || Estimated Time: 3 days, 20:13:30
2023-07-29 12:31:55,538 semantic_segmentation INFO: Iters: 50510/150000 || Lr: 0.013821 || Task Loss: 0.2797 || KD Loss: 0.0606|| 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, 22:49:02 || Estimated Time: 3 days, 20:12:57
2023-07-29 12:32:28,641 semantic_segmentation INFO: Iters: 50520/150000 || Lr: 0.013820 || Task Loss: 0.1955 || KD Loss: 0.0662|| 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, 22:49:35 || Estimated Time: 3 days, 20:12:23
2023-07-29 12:33:01,804 semantic_segmentation INFO: Iters: 50530/150000 || Lr: 0.013819 || Task Loss: 0.2608 || KD Loss: 0.0666|| 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, 22:50:08 || Estimated Time: 3 days, 20:11:49
2023-07-29 12:33:34,952 semantic_segmentation INFO: Iters: 50540/150000 || Lr: 0.013818 || Task Loss: 0.2087 || KD Loss: 0.0551|| 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, 22:50:41 || Estimated Time: 3 days, 20:11:15
2023-07-29 12:34:08,110 semantic_segmentation INFO: Iters: 50550/150000 || Lr: 0.013816 || Task Loss: 0.2036 || KD Loss: 0.0527|| 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, 22:51:14 || Estimated Time: 3 days, 20:10:41
2023-07-29 12:34:41,348 semantic_segmentation INFO: Iters: 50560/150000 || Lr: 0.013815 || Task Loss: 0.2028 || KD Loss: 0.0580|| 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: 1 day, 22:51:48 || Estimated Time: 3 days, 20:10:08
2023-07-29 12:35:14,555 semantic_segmentation INFO: Iters: 50570/150000 || Lr: 0.013814 || Task Loss: 0.2088 || KD Loss: 0.0774|| 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, 22:52:21 || Estimated Time: 3 days, 20:09:34
2023-07-29 12:35:47,790 semantic_segmentation INFO: Iters: 50580/150000 || Lr: 0.013813 || Task Loss: 0.2285 || KD Loss: 0.0786|| 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, 22:52:54 || Estimated Time: 3 days, 20:09:01
2023-07-29 12:36:21,058 semantic_segmentation INFO: Iters: 50590/150000 || Lr: 0.013811 || Task Loss: 0.2109 || KD Loss: 0.0565|| 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, 22:53:27 || Estimated Time: 3 days, 20:08:27
2023-07-29 12:36:54,251 semantic_segmentation INFO: Iters: 50600/150000 || Lr: 0.013810 || Task Loss: 0.2687 || KD Loss: 0.0666|| 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, 22:54:01 || Estimated Time: 3 days, 20:07:53
2023-07-29 12:37:27,461 semantic_segmentation INFO: Iters: 50610/150000 || Lr: 0.013809 || Task Loss: 0.1968 || KD Loss: 0.0434|| 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, 22:54:34 || Estimated Time: 3 days, 20:07:20
2023-07-29 12:38:00,662 semantic_segmentation INFO: Iters: 50620/150000 || Lr: 0.013808 || Task Loss: 0.1828 || KD Loss: 0.0471|| 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, 22:55:07 || Estimated Time: 3 days, 20:06:46
2023-07-29 12:38:33,971 semantic_segmentation INFO: Iters: 50630/150000 || Lr: 0.013806 || Task Loss: 0.1658 || KD Loss: 0.0315|| 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, 22:55:40 || Estimated Time: 3 days, 20:06:12
2023-07-29 12:39:07,185 semantic_segmentation INFO: Iters: 50640/150000 || Lr: 0.013805 || Task Loss: 0.1936 || KD Loss: 0.0500|| 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, 22:56:14 || Estimated Time: 3 days, 20:05:39
2023-07-29 12:39:40,385 semantic_segmentation INFO: Iters: 50650/150000 || Lr: 0.013804 || Task Loss: 0.2394 || KD Loss: 0.0760|| 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: 1 day, 22:56:47 || Estimated Time: 3 days, 20:05:05
2023-07-29 12:40:13,531 semantic_segmentation INFO: Iters: 50660/150000 || Lr: 0.013803 || Task Loss: 0.2227 || KD Loss: 0.0550|| 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, 22:57:20 || Estimated Time: 3 days, 20:04:31
2023-07-29 12:40:46,756 semantic_segmentation INFO: Iters: 50670/150000 || Lr: 0.013801 || Task Loss: 0.2267 || KD Loss: 0.0426|| 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, 22:57:53 || Estimated Time: 3 days, 20:03:58
2023-07-29 12:41:19,907 semantic_segmentation INFO: Iters: 50680/150000 || Lr: 0.013800 || Task Loss: 0.1885 || KD Loss: 0.0500|| 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, 22:58:26 || Estimated Time: 3 days, 20:03:24
2023-07-29 12:41:54,683 semantic_segmentation INFO: Iters: 50690/150000 || Lr: 0.013799 || Task Loss: 0.1315 || KD Loss: 0.0391|| 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, 22:59:01 || Estimated Time: 3 days, 20:02:53
2023-07-29 12:42:29,485 semantic_segmentation INFO: Iters: 50700/150000 || Lr: 0.013798 || Task Loss: 0.1789 || KD Loss: 0.0363|| 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, 22:59:36 || Estimated Time: 3 days, 20:02:23
2023-07-29 12:43:02,720 semantic_segmentation INFO: Iters: 50710/150000 || Lr: 0.013796 || Task Loss: 0.2349 || KD Loss: 0.0772|| 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, 23:00:09 || Estimated Time: 3 days, 20:01:49
2023-07-29 12:43:35,891 semantic_segmentation INFO: Iters: 50720/150000 || Lr: 0.013795 || Task Loss: 0.1689 || KD Loss: 0.0497|| 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, 23:00:42 || Estimated Time: 3 days, 20:01:15
2023-07-29 12:44:09,089 semantic_segmentation INFO: Iters: 50730/150000 || Lr: 0.013794 || Task Loss: 0.2558 || KD Loss: 0.0625|| 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, 23:01:15 || Estimated Time: 3 days, 20:00:42
2023-07-29 12:44:42,284 semantic_segmentation INFO: Iters: 50740/150000 || Lr: 0.013793 || Task Loss: 0.2023 || KD Loss: 0.0406|| 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, 23:01:49 || Estimated Time: 3 days, 20:00:08
2023-07-29 12:45:15,589 semantic_segmentation INFO: Iters: 50750/150000 || Lr: 0.013791 || Task Loss: 0.2009 || KD Loss: 0.0875|| 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, 23:02:22 || Estimated Time: 3 days, 19:59:34
2023-07-29 12:45:48,791 semantic_segmentation INFO: Iters: 50760/150000 || Lr: 0.013790 || Task Loss: 0.2131 || KD Loss: 0.1054|| 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, 23:02:55 || Estimated Time: 3 days, 19:59:01
2023-07-29 12:46:21,888 semantic_segmentation INFO: Iters: 50770/150000 || Lr: 0.013789 || Task Loss: 0.2126 || KD Loss: 0.0578|| 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, 23:03:28 || Estimated Time: 3 days, 19:58:27
2023-07-29 12:46:55,148 semantic_segmentation INFO: Iters: 50780/150000 || Lr: 0.013788 || Task Loss: 0.1926 || KD Loss: 0.0461|| 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, 23:04:02 || Estimated Time: 3 days, 19:57:53
2023-07-29 12:47:28,273 semantic_segmentation INFO: Iters: 50790/150000 || Lr: 0.013786 || Task Loss: 0.2580 || KD Loss: 0.0794|| 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, 23:04:35 || Estimated Time: 3 days, 19:57:19
2023-07-29 12:48:01,359 semantic_segmentation INFO: Iters: 50800/150000 || Lr: 0.013785 || Task Loss: 0.2072 || KD Loss: 0.0685|| 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, 23:05:08 || Estimated Time: 3 days, 19:56:45
2023-07-29 12:48:34,599 semantic_segmentation INFO: Iters: 50810/150000 || Lr: 0.013784 || Task Loss: 0.2697 || KD Loss: 0.0901|| 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: 1 day, 23:05:41 || Estimated Time: 3 days, 19:56:12
2023-07-29 12:49:07,759 semantic_segmentation INFO: Iters: 50820/150000 || Lr: 0.013783 || Task Loss: 0.2277 || KD Loss: 0.0718|| 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, 23:06:14 || Estimated Time: 3 days, 19:55:38
2023-07-29 12:49:41,054 semantic_segmentation INFO: Iters: 50830/150000 || Lr: 0.013781 || Task Loss: 0.2208 || KD Loss: 0.0623|| 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, 23:06:47 || Estimated Time: 3 days, 19:55:04
2023-07-29 12:50:14,217 semantic_segmentation INFO: Iters: 50840/150000 || Lr: 0.013780 || Task Loss: 0.1963 || KD Loss: 0.0466|| 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, 23:07:21 || Estimated Time: 3 days, 19:54:31
2023-07-29 12:50:47,410 semantic_segmentation INFO: Iters: 50850/150000 || Lr: 0.013779 || Task Loss: 0.2546 || KD Loss: 0.0555|| 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, 23:07:54 || Estimated Time: 3 days, 19:53:57
2023-07-29 12:51:20,610 semantic_segmentation INFO: Iters: 50860/150000 || Lr: 0.013778 || Task Loss: 0.2061 || KD Loss: 0.0733|| 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, 23:08:27 || Estimated Time: 3 days, 19:53:23
2023-07-29 12:51:53,771 semantic_segmentation INFO: Iters: 50870/150000 || Lr: 0.013776 || Task Loss: 0.1772 || KD Loss: 0.0586|| 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, 23:09:00 || Estimated Time: 3 days, 19:52:50
2023-07-29 12:52:26,962 semantic_segmentation INFO: Iters: 50880/150000 || Lr: 0.013775 || Task Loss: 0.2250 || KD Loss: 0.0569|| 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, 23:09:33 || Estimated Time: 3 days, 19:52:16
2023-07-29 12:53:00,102 semantic_segmentation INFO: Iters: 50890/150000 || Lr: 0.013774 || Task Loss: 0.2137 || KD Loss: 0.0616|| 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, 23:10:06 || Estimated Time: 3 days, 19:51:42
2023-07-29 12:53:33,182 semantic_segmentation INFO: Iters: 50900/150000 || Lr: 0.013773 || Task Loss: 0.2211 || KD Loss: 0.0491|| 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, 23:10:40 || Estimated Time: 3 days, 19:51:08
2023-07-29 12:54:06,350 semantic_segmentation INFO: Iters: 50910/150000 || Lr: 0.013771 || Task Loss: 0.2642 || KD Loss: 0.0633|| 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, 23:11:13 || Estimated Time: 3 days, 19:50:34
2023-07-29 12:54:39,543 semantic_segmentation INFO: Iters: 50920/150000 || Lr: 0.013770 || Task Loss: 0.2409 || KD Loss: 0.0571|| 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, 23:11:46 || Estimated Time: 3 days, 19:50:01
2023-07-29 12:55:12,678 semantic_segmentation INFO: Iters: 50930/150000 || Lr: 0.013769 || Task Loss: 0.2412 || KD Loss: 0.0693|| 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, 23:12:19 || Estimated Time: 3 days, 19:49:27
2023-07-29 12:55:45,899 semantic_segmentation INFO: Iters: 50940/150000 || Lr: 0.013768 || Task Loss: 0.1879 || KD Loss: 0.0415|| 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, 23:12:52 || Estimated Time: 3 days, 19:48:53
2023-07-29 12:56:19,154 semantic_segmentation INFO: Iters: 50950/150000 || Lr: 0.013766 || Task Loss: 0.1883 || KD Loss: 0.0350|| 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, 23:13:26 || Estimated Time: 3 days, 19:48:20
2023-07-29 12:56:52,328 semantic_segmentation INFO: Iters: 50960/150000 || Lr: 0.013765 || Task Loss: 0.2299 || KD Loss: 0.0519|| 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, 23:13:59 || Estimated Time: 3 days, 19:47:46
2023-07-29 12:57:25,544 semantic_segmentation INFO: Iters: 50970/150000 || Lr: 0.013764 || Task Loss: 0.1595 || KD Loss: 0.0512|| 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, 23:14:32 || Estimated Time: 3 days, 19:47:12
2023-07-29 12:57:58,817 semantic_segmentation INFO: Iters: 50980/150000 || Lr: 0.013763 || Task Loss: 0.2581 || KD Loss: 0.0914|| 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, 23:15:05 || Estimated Time: 3 days, 19:46:39
2023-07-29 12:58:32,094 semantic_segmentation INFO: Iters: 50990/150000 || Lr: 0.013761 || Task Loss: 0.1807 || KD Loss: 0.0744|| 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, 23:15:38 || Estimated Time: 3 days, 19:46:05
2023-07-29 12:59:05,303 semantic_segmentation INFO: Iters: 51000/150000 || Lr: 0.013760 || Task Loss: 0.2066 || KD Loss: 0.0565|| 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, 23:16:12 || Estimated Time: 3 days, 19:45:31
2023-07-29 12:59:38,483 semantic_segmentation INFO: Iters: 51010/150000 || Lr: 0.013759 || Task Loss: 0.2204 || KD Loss: 0.0454|| 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, 23:16:45 || Estimated Time: 3 days, 19:44:58
2023-07-29 13:00:11,792 semantic_segmentation INFO: Iters: 51020/150000 || Lr: 0.013758 || Task Loss: 0.1805 || KD Loss: 0.0454|| 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: 1 day, 23:17:18 || Estimated Time: 3 days, 19:44:24
2023-07-29 13:00:44,950 semantic_segmentation INFO: Iters: 51030/150000 || Lr: 0.013756 || Task Loss: 0.2681 || KD Loss: 0.0736|| 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, 23:17:51 || Estimated Time: 3 days, 19:43:50
2023-07-29 13:01:18,060 semantic_segmentation INFO: Iters: 51040/150000 || Lr: 0.013755 || Task Loss: 0.2261 || KD Loss: 0.0580|| 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, 23:18:24 || Estimated Time: 3 days, 19:43:17
2023-07-29 13:01:51,355 semantic_segmentation INFO: Iters: 51050/150000 || Lr: 0.013754 || Task Loss: 0.2630 || KD Loss: 0.1189|| 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, 23:18:58 || Estimated Time: 3 days, 19:42:43
2023-07-29 13:02:24,568 semantic_segmentation INFO: Iters: 51060/150000 || Lr: 0.013753 || Task Loss: 0.2474 || KD Loss: 0.0659|| 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, 23:19:31 || Estimated Time: 3 days, 19:42:09
2023-07-29 13:02:57,820 semantic_segmentation INFO: Iters: 51070/150000 || Lr: 0.013751 || Task Loss: 0.2914 || KD Loss: 0.0989|| 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, 23:20:04 || Estimated Time: 3 days, 19:41:36
2023-07-29 13:03:31,076 semantic_segmentation INFO: Iters: 51080/150000 || Lr: 0.013750 || Task Loss: 0.2000 || KD Loss: 0.0466|| 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, 23:20:37 || Estimated Time: 3 days, 19:41:02
2023-07-29 13:04:04,386 semantic_segmentation INFO: Iters: 51090/150000 || Lr: 0.013749 || Task Loss: 0.2987 || KD Loss: 0.0758|| 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, 23:21:11 || Estimated Time: 3 days, 19:40:29
2023-07-29 13:04:37,683 semantic_segmentation INFO: Iters: 51100/150000 || Lr: 0.013748 || Task Loss: 0.4195 || KD Loss: 0.1303|| 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: 1 day, 23:21:44 || Estimated Time: 3 days, 19:39:55
2023-07-29 13:05:11,060 semantic_segmentation INFO: Iters: 51110/150000 || Lr: 0.013746 || Task Loss: 0.2780 || KD Loss: 0.0635|| 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, 23:22:17 || Estimated Time: 3 days, 19:39:22
2023-07-29 13:05:44,428 semantic_segmentation INFO: Iters: 51120/150000 || Lr: 0.013745 || Task Loss: 0.2440 || KD Loss: 0.0799|| 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, 23:22:51 || Estimated Time: 3 days, 19:38:49
2023-07-29 13:06:19,690 semantic_segmentation INFO: Iters: 51130/150000 || Lr: 0.013744 || Task Loss: 0.2042 || KD Loss: 0.0514|| 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, 23:23:26 || Estimated Time: 3 days, 19:38:18
2023-07-29 13:06:54,427 semantic_segmentation INFO: Iters: 51140/150000 || Lr: 0.013743 || Task Loss: 0.1877 || KD Loss: 0.0540|| 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: 1 day, 23:24:01 || Estimated Time: 3 days, 19:37:48
2023-07-29 13:07:27,806 semantic_segmentation INFO: Iters: 51150/150000 || Lr: 0.013741 || Task Loss: 0.2336 || KD Loss: 0.0635|| 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, 23:24:34 || Estimated Time: 3 days, 19:37:15
2023-07-29 13:08:01,285 semantic_segmentation INFO: Iters: 51160/150000 || Lr: 0.013740 || Task Loss: 0.1929 || KD Loss: 0.0545|| 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, 23:25:08 || Estimated Time: 3 days, 19:36:42
2023-07-29 13:08:34,716 semantic_segmentation INFO: Iters: 51170/150000 || Lr: 0.013739 || Task Loss: 0.1725 || KD Loss: 0.0424|| 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, 23:25:41 || Estimated Time: 3 days, 19:36:08
2023-07-29 13:09:08,237 semantic_segmentation INFO: Iters: 51180/150000 || Lr: 0.013738 || Task Loss: 0.2474 || KD Loss: 0.0593|| 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, 23:26:15 || Estimated Time: 3 days, 19:35:35
2023-07-29 13:09:41,778 semantic_segmentation INFO: Iters: 51190/150000 || Lr: 0.013736 || Task Loss: 0.2848 || KD Loss: 0.0716|| 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, 23:26:48 || Estimated Time: 3 days, 19:35:02
2023-07-29 13:10:15,191 semantic_segmentation INFO: Iters: 51200/150000 || Lr: 0.013735 || Task Loss: 0.1999 || KD Loss: 0.0597|| 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, 23:27:22 || Estimated Time: 3 days, 19:34:29
2023-07-29 13:10:15,261 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 13:10:16,096 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.402
2023-07-29 13:10:16,214 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.492
2023-07-29 13:10:16,331 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.494
2023-07-29 13:10:16,448 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.520
2023-07-29 13:10:16,562 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.513
2023-07-29 13:10:16,675 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.517
2023-07-29 13:10:16,784 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.568
2023-07-29 13:10:16,891 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.613
2023-07-29 13:10:17,000 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.653
2023-07-29 13:10:17,114 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.704
2023-07-29 13:10:17,229 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.701
2023-07-29 13:10:17,344 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.704
2023-07-29 13:10:17,460 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.711
2023-07-29 13:10:17,574 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.696
2023-07-29 13:10:17,687 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.955, mIoU: 0.703
2023-07-29 13:10:17,802 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.692
2023-07-29 13:10:17,914 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.952, mIoU: 0.693
2023-07-29 13:10:18,027 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.695
2023-07-29 13:10:18,148 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.951, mIoU: 0.701
2023-07-29 13:10:18,270 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.706
2023-07-29 13:10:18,385 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.704
2023-07-29 13:10:18,498 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.951, mIoU: 0.723
2023-07-29 13:10:18,610 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-29 13:10:18,722 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-29 13:10:18,830 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-29 13:10:18,937 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-29 13:10:19,045 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.723
2023-07-29 13:10:19,155 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-29 13:10:19,262 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.718
2023-07-29 13:10:19,376 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.947, mIoU: 0.719
2023-07-29 13:10:19,494 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.947, mIoU: 0.719
2023-07-29 13:10:19,609 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-29 13:10:19,725 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-29 13:10:19,839 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-29 13:10:19,952 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-29 13:10:20,060 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-29 13:10:20,171 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-29 13:10:20,277 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.946, mIoU: 0.711
2023-07-29 13:10:20,396 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.705
2023-07-29 13:10:20,521 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.946, mIoU: 0.706
2023-07-29 13:10:20,643 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-29 13:10:20,762 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-29 13:10:20,883 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.947, mIoU: 0.708
2023-07-29 13:10:21,001 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.948, mIoU: 0.710
2023-07-29 13:10:21,118 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.948, mIoU: 0.708
2023-07-29 13:10:21,237 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.948, mIoU: 0.708
2023-07-29 13:10:21,355 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-29 13:10:21,473 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-29 13:10:21,591 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-29 13:10:21,704 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.949, mIoU: 0.712
2023-07-29 13:10:21,819 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.949, mIoU: 0.712
2023-07-29 13:10:21,933 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 13:10:22,047 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-29 13:10:22,161 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.721
2023-07-29 13:10:22,280 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-29 13:10:22,394 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.946, mIoU: 0.723
2023-07-29 13:10:22,507 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.946, mIoU: 0.724
2023-07-29 13:10:22,620 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.730
2023-07-29 13:10:22,734 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.946, mIoU: 0.728
2023-07-29 13:10:22,851 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.946, mIoU: 0.726
2023-07-29 13:10:22,970 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.945, mIoU: 0.729
2023-07-29 13:10:23,084 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.945, mIoU: 0.731
2023-07-29 13:10:23,196 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.945, mIoU: 0.730
2023-07-29 13:10:23,309 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.945, mIoU: 0.732
2023-07-29 13:10:23,422 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.945, mIoU: 0.734
2023-07-29 13:10:23,535 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.945, mIoU: 0.735
2023-07-29 13:10:23,647 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.945, mIoU: 0.735
2023-07-29 13:10:23,758 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.944, mIoU: 0.736
2023-07-29 13:10:23,870 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.944, mIoU: 0.734
2023-07-29 13:10:23,981 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.944, mIoU: 0.734
2023-07-29 13:10:24,095 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.945, mIoU: 0.734
2023-07-29 13:10:24,211 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.945, mIoU: 0.734
2023-07-29 13:10:24,329 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.945, mIoU: 0.733
2023-07-29 13:10:24,443 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.945, mIoU: 0.733
2023-07-29 13:10:24,563 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.945, mIoU: 0.734
2023-07-29 13:10:24,673 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.945, mIoU: 0.733
2023-07-29 13:10:24,782 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.945, mIoU: 0.733
2023-07-29 13:10:24,894 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.945, mIoU: 0.732
2023-07-29 13:10:25,008 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.945, mIoU: 0.732
2023-07-29 13:10:25,120 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.945, mIoU: 0.733
2023-07-29 13:10:25,230 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.945, mIoU: 0.734
2023-07-29 13:10:25,344 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.945, mIoU: 0.734
2023-07-29 13:10:25,458 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.945, mIoU: 0.733
2023-07-29 13:10:25,570 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.944, mIoU: 0.732
2023-07-29 13:10:25,680 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.942, mIoU: 0.727
2023-07-29 13:10:25,789 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.942, mIoU: 0.727
2023-07-29 13:10:25,897 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.942, mIoU: 0.727
2023-07-29 13:10:26,005 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.942, mIoU: 0.727
2023-07-29 13:10:26,113 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.942, mIoU: 0.727
2023-07-29 13:10:26,218 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.942, mIoU: 0.727
2023-07-29 13:10:26,332 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.943, mIoU: 0.728
2023-07-29 13:10:26,442 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-29 13:10:26,554 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-29 13:10:26,669 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-29 13:10:26,783 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-29 13:10:26,897 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-29 13:10:27,012 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-29 13:10:27,126 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-29 13:10:27,234 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.943, mIoU: 0.745
2023-07-29 13:10:27,346 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-29 13:10:27,458 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.942, mIoU: 0.744
2023-07-29 13:10:27,572 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-29 13:10:27,687 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-29 13:10:27,803 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-29 13:10:27,914 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-29 13:10:28,027 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-29 13:10:28,136 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-29 13:10:28,239 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-29 13:10:28,351 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-29 13:10:28,456 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-29 13:10:28,560 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-29 13:10:28,663 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-29 13:10:28,767 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-29 13:10:28,872 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-29 13:10:28,977 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-29 13:10:29,082 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-29 13:10:29,188 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-29 13:10:29,298 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-29 13:10:29,409 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-29 13:10:29,525 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-29 13:10:29,640 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-29 13:10:29,753 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-29 13:10:29,866 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-29 13:10:29,979 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-29 13:10:30,085 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-29 13:10:30,189 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-29 13:10:30,301 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-29 13:10:30,407 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.942, mIoU: 0.743
2023-07-29 13:10:30,513 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-29 13:10:30,635 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-29 13:10:30,765 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-29 13:10:30,890 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-29 13:10:31,015 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-29 13:10:31,138 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-29 13:10:31,260 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-29 13:10:31,383 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.944, mIoU: 0.741
2023-07-29 13:10:31,501 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.944, mIoU: 0.741
2023-07-29 13:10:31,619 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.943, mIoU: 0.738
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2023-07-29 13:10:53,286 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.941, mIoU: 0.716
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2023-07-29 13:10:53,512 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.941, mIoU: 0.716
2023-07-29 13:10:53,624 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.941, mIoU: 0.716
2023-07-29 13:10:53,740 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.942, mIoU: 0.716
2023-07-29 13:10:53,849 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.942, mIoU: 0.716
2023-07-29 13:10:53,956 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.942, mIoU: 0.716
2023-07-29 13:10:54,062 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.942, mIoU: 0.717
2023-07-29 13:10:54,177 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.942, mIoU: 0.717
2023-07-29 13:10:54,292 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.942, mIoU: 0.717
2023-07-29 13:10:54,407 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.942, mIoU: 0.717
2023-07-29 13:10:54,522 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.942, mIoU: 0.717
2023-07-29 13:10:54,636 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.942, mIoU: 0.717
2023-07-29 13:10:54,756 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.942, mIoU: 0.717
2023-07-29 13:10:54,872 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.942, mIoU: 0.718
2023-07-29 13:10:54,983 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.943, mIoU: 0.718
2023-07-29 13:10:55,096 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.943, mIoU: 0.718
2023-07-29 13:10:55,208 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.943, mIoU: 0.718
2023-07-29 13:10:55,324 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.943, mIoU: 0.718
2023-07-29 13:10:55,434 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.943, mIoU: 0.718
2023-07-29 13:10:55,544 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.943, mIoU: 0.719
2023-07-29 13:10:55,656 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.943, mIoU: 0.718
2023-07-29 13:10:55,772 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.943, mIoU: 0.719
2023-07-29 13:10:55,887 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.943, mIoU: 0.719
2023-07-29 13:10:55,998 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.943, mIoU: 0.719
2023-07-29 13:10:56,108 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.943, mIoU: 0.719
2023-07-29 13:10:56,219 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.943, mIoU: 0.719
2023-07-29 13:10:56,335 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.943, mIoU: 0.719
2023-07-29 13:10:56,449 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.943, mIoU: 0.719
2023-07-29 13:10:56,562 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.943, mIoU: 0.719
2023-07-29 13:10:56,674 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.943, mIoU: 0.719
2023-07-29 13:10:56,788 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.943, mIoU: 0.719
2023-07-29 13:10:56,900 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.944, mIoU: 0.719
2023-07-29 13:10:57,011 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.944, mIoU: 0.719
2023-07-29 13:10:57,122 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.944, mIoU: 0.719
2023-07-29 13:10:57,230 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.944, mIoU: 0.719
2023-07-29 13:10:57,338 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.944, mIoU: 0.719
2023-07-29 13:10:57,442 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.944, mIoU: 0.720
2023-07-29 13:10:57,547 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.944, mIoU: 0.720
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2023-07-29 13:10:57,873 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.944, mIoU: 0.720
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2023-07-29 13:10:58,101 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.944, mIoU: 0.720
2023-07-29 13:10:58,215 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.944, mIoU: 0.720
2023-07-29 13:10:58,329 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.944, mIoU: 0.720
2023-07-29 13:10:58,442 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.944, mIoU: 0.720
2023-07-29 13:10:58,555 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.944, mIoU: 0.721
2023-07-29 13:10:58,664 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.944, mIoU: 0.721
2023-07-29 13:10:58,774 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.944, mIoU: 0.721
2023-07-29 13:10:58,885 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.945, mIoU: 0.721
2023-07-29 13:10:58,999 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.945, mIoU: 0.721
2023-07-29 13:10:59,113 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.945, mIoU: 0.722
2023-07-29 13:10:59,231 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.945, mIoU: 0.722
2023-07-29 13:10:59,344 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.945, mIoU: 0.722
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2023-07-29 13:10:59,567 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.945, mIoU: 0.722
2023-07-29 13:10:59,676 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.945, mIoU: 0.722
2023-07-29 13:10:59,784 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.945, mIoU: 0.722
2023-07-29 13:10:59,891 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.945, mIoU: 0.722
2023-07-29 13:10:59,998 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.945, mIoU: 0.723
2023-07-29 13:11:00,103 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.945, mIoU: 0.723
2023-07-29 13:11:00,208 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.945, mIoU: 0.723
2023-07-29 13:11:00,312 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.945, mIoU: 0.723
2023-07-29 13:11:00,417 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.945, mIoU: 0.723
2023-07-29 13:11:00,524 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.945, mIoU: 0.723
2023-07-29 13:11:00,634 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.945, mIoU: 0.723
2023-07-29 13:11:00,749 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.945, mIoU: 0.723
2023-07-29 13:11:00,869 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.946, mIoU: 0.723
2023-07-29 13:11:00,984 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.946, mIoU: 0.723
2023-07-29 13:11:01,098 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.946, mIoU: 0.723
2023-07-29 13:11:01,210 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.946, mIoU: 0.723
2023-07-29 13:11:01,324 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.946, mIoU: 0.723
2023-07-29 13:11:01,438 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.946, mIoU: 0.723
2023-07-29 13:11:01,555 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.946, mIoU: 0.723
2023-07-29 13:11:01,674 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.946, mIoU: 0.723
2023-07-29 13:11:01,793 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.946, mIoU: 0.723
2023-07-29 13:11:01,911 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.946, mIoU: 0.723
2023-07-29 13:11:02,028 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.946, mIoU: 0.723
2023-07-29 13:11:02,145 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.946, mIoU: 0.724
2023-07-29 13:11:02,260 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.946, mIoU: 0.724
2023-07-29 13:11:02,376 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.946, mIoU: 0.724
2023-07-29 13:11:02,491 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.946, mIoU: 0.724
2023-07-29 13:11:02,605 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.946, mIoU: 0.724
2023-07-29 13:11:02,718 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.946, mIoU: 0.724
2023-07-29 13:11:02,840 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.947, mIoU: 0.724
2023-07-29 13:11:02,956 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.947, mIoU: 0.724
2023-07-29 13:11:03,069 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.947, mIoU: 0.724
2023-07-29 13:11:03,182 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.947, mIoU: 0.724
2023-07-29 13:11:03,294 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.947, mIoU: 0.724
2023-07-29 13:11:03,409 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-29 13:11:03,524 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-29 13:11:03,637 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-29 13:11:03,749 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-29 13:11:03,865 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-29 13:11:03,979 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-29 13:11:04,088 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-29 13:11:04,201 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-29 13:11:04,314 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-29 13:11:04,429 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-29 13:11:04,543 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-29 13:11:04,655 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-29 13:11:04,769 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-29 13:11:04,886 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-29 13:11:05,001 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 13:11:05,113 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 13:11:05,224 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 13:11:05,335 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 13:11:05,449 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 13:11:05,566 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 13:11:05,678 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 13:11:05,791 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 13:11:05,908 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 13:11:06,020 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 13:11:06,131 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 13:11:06,239 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 13:11:06,346 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 13:11:06,459 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-29 13:11:06,570 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-29 13:11:06,686 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-29 13:11:06,806 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-29 13:11:06,929 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 13:11:07,042 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 13:11:07,151 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-29 13:11:07,261 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 13:11:07,369 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 13:11:07,476 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 13:11:07,583 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 13:11:07,691 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 13:11:07,794 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 13:11:07,913 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 13:11:08,029 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 13:11:08,143 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.949, mIoU: 0.728
2023-07-29 13:11:08,259 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.949, mIoU: 0.728
2023-07-29 13:11:08,371 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.949, mIoU: 0.728
2023-07-29 13:11:08,482 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.949, mIoU: 0.728
2023-07-29 13:11:08,589 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.949, mIoU: 0.728
2023-07-29 13:11:08,694 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 13:11:08,800 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 13:11:08,910 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 13:11:09,015 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 13:11:09,121 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 13:11:09,227 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 13:11:09,334 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 13:11:09,437 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 13:11:09,548 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 13:11:09,661 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 13:11:09,774 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 13:11:09,890 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 13:11:10,001 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 13:11:10,112 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 13:11:10,222 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 13:11:10,333 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 13:11:10,439 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 13:11:10,542 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-29 13:11:10,645 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 13:11:10,748 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.949, mIoU: 0.728
2023-07-29 13:11:10,853 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.949, mIoU: 0.728
2023-07-29 13:11:10,961 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 13:11:11,066 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 13:11:11,182 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.949, mIoU: 0.728
2023-07-29 13:11:11,304 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.949, mIoU: 0.728
2023-07-29 13:11:11,423 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 13:11:11,541 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.949, mIoU: 0.728
2023-07-29 13:11:11,658 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 13:11:11,776 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 13:11:11,893 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 13:11:12,011 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 13:11:12,128 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 13:11:12,241 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 13:11:46,325 semantic_segmentation INFO: Iters: 51210/150000 || Lr: 0.013734 || Task Loss: 0.2294 || KD Loss: 0.0633|| 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, 23:28:53 || Estimated Time: 3 days, 19:35:47
2023-07-29 13:12:19,784 semantic_segmentation INFO: Iters: 51220/150000 || Lr: 0.013733 || Task Loss: 0.1569 || KD Loss: 0.0503|| 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, 23:29:26 || Estimated Time: 3 days, 19:35:14
2023-07-29 13:12:53,297 semantic_segmentation INFO: Iters: 51230/150000 || Lr: 0.013731 || Task Loss: 0.2400 || KD Loss: 0.0745|| 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, 23:30:00 || Estimated Time: 3 days, 19:34:41
2023-07-29 13:13:26,705 semantic_segmentation INFO: Iters: 51240/150000 || Lr: 0.013730 || Task Loss: 0.1586 || KD Loss: 0.0368|| 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, 23:30:33 || Estimated Time: 3 days, 19:34:07
2023-07-29 13:14:00,199 semantic_segmentation INFO: Iters: 51250/150000 || Lr: 0.013729 || Task Loss: 0.1734 || KD Loss: 0.0382|| 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, 23:31:07 || Estimated Time: 3 days, 19:33:34
2023-07-29 13:14:33,653 semantic_segmentation INFO: Iters: 51260/150000 || Lr: 0.013728 || Task Loss: 0.2387 || KD Loss: 0.0577|| 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, 23:31:40 || Estimated Time: 3 days, 19:33:01
2023-07-29 13:15:07,107 semantic_segmentation INFO: Iters: 51270/150000 || Lr: 0.013726 || Task Loss: 0.1838 || KD Loss: 0.0810|| 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, 23:32:13 || Estimated Time: 3 days, 19:32:28
2023-07-29 13:15:40,637 semantic_segmentation INFO: Iters: 51280/150000 || Lr: 0.013725 || Task Loss: 0.2506 || KD Loss: 0.0637|| 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, 23:32:47 || Estimated Time: 3 days, 19:31:55
2023-07-29 13:16:14,205 semantic_segmentation INFO: Iters: 51290/150000 || Lr: 0.013724 || Task Loss: 0.1306 || KD Loss: 0.0515|| 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, 23:33:21 || Estimated Time: 3 days, 19:31:22
2023-07-29 13:16:47,643 semantic_segmentation INFO: Iters: 51300/150000 || Lr: 0.013723 || Task Loss: 0.2172 || KD Loss: 0.0592|| 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, 23:33:54 || Estimated Time: 3 days, 19:30:49
2023-07-29 13:17:21,258 semantic_segmentation INFO: Iters: 51310/150000 || Lr: 0.013721 || Task Loss: 0.2545 || KD Loss: 0.0658|| 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, 23:34:28 || Estimated Time: 3 days, 19:30:15
2023-07-29 13:17:54,840 semantic_segmentation INFO: Iters: 51320/150000 || Lr: 0.013720 || Task Loss: 0.1995 || KD Loss: 0.0554|| 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, 23:35:01 || Estimated Time: 3 days, 19:29:43
2023-07-29 13:18:28,522 semantic_segmentation INFO: Iters: 51330/150000 || Lr: 0.013719 || Task Loss: 0.1735 || KD Loss: 0.0461|| 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, 23:35:35 || Estimated Time: 3 days, 19:29:10
2023-07-29 13:19:02,136 semantic_segmentation INFO: Iters: 51340/150000 || Lr: 0.013718 || Task Loss: 0.2262 || KD Loss: 0.0507|| 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, 23:36:08 || Estimated Time: 3 days, 19:28:37
2023-07-29 13:19:35,699 semantic_segmentation INFO: Iters: 51350/150000 || Lr: 0.013716 || Task Loss: 0.1967 || KD Loss: 0.0471|| 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, 23:36:42 || Estimated Time: 3 days, 19:28:04
2023-07-29 13:20:09,320 semantic_segmentation INFO: Iters: 51360/150000 || Lr: 0.013715 || Task Loss: 0.2146 || KD Loss: 0.0567|| 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, 23:37:16 || Estimated Time: 3 days, 19:27:31
2023-07-29 13:20:42,957 semantic_segmentation INFO: Iters: 51370/150000 || Lr: 0.013714 || Task Loss: 0.2078 || KD Loss: 0.0626|| 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, 23:37:49 || Estimated Time: 3 days, 19:26:58
2023-07-29 13:21:16,579 semantic_segmentation INFO: Iters: 51380/150000 || Lr: 0.013713 || Task Loss: 0.1924 || KD Loss: 0.0396|| 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, 23:38:23 || Estimated Time: 3 days, 19:26:25
2023-07-29 13:21:50,135 semantic_segmentation INFO: Iters: 51390/150000 || Lr: 0.013711 || Task Loss: 0.1956 || KD Loss: 0.0645|| 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, 23:38:56 || Estimated Time: 3 days, 19:25:52
2023-07-29 13:22:23,781 semantic_segmentation INFO: Iters: 51400/150000 || Lr: 0.013710 || Task Loss: 0.2175 || KD Loss: 0.0531|| 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: 1 day, 23:39:30 || Estimated Time: 3 days, 19:25:19
2023-07-29 13:22:57,681 semantic_segmentation INFO: Iters: 51410/150000 || Lr: 0.013709 || Task Loss: 0.2400 || KD Loss: 0.0682|| 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, 23:40:04 || Estimated Time: 3 days, 19:24:47
2023-07-29 13:23:31,291 semantic_segmentation INFO: Iters: 51420/150000 || Lr: 0.013708 || Task Loss: 0.1981 || KD Loss: 0.0567|| 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, 23:40:38 || Estimated Time: 3 days, 19:24:14
2023-07-29 13:24:04,956 semantic_segmentation INFO: Iters: 51430/150000 || Lr: 0.013706 || Task Loss: 0.2774 || KD Loss: 0.0999|| 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: 1 day, 23:41:11 || Estimated Time: 3 days, 19:23:41
2023-07-29 13:24:38,502 semantic_segmentation INFO: Iters: 51440/150000 || Lr: 0.013705 || Task Loss: 0.3012 || KD Loss: 0.0900|| 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, 23:41:45 || Estimated Time: 3 days, 19:23:08
2023-07-29 13:25:12,073 semantic_segmentation INFO: Iters: 51450/150000 || Lr: 0.013704 || Task Loss: 0.2782 || KD Loss: 0.1267|| 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, 23:42:18 || Estimated Time: 3 days, 19:22:35
2023-07-29 13:25:45,743 semantic_segmentation INFO: Iters: 51460/150000 || Lr: 0.013703 || Task Loss: 0.2566 || KD Loss: 0.0926|| 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: 1 day, 23:42:52 || Estimated Time: 3 days, 19:22:02
2023-07-29 13:26:19,243 semantic_segmentation INFO: Iters: 51470/150000 || Lr: 0.013701 || Task Loss: 0.2534 || KD Loss: 0.1263|| 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: 1 day, 23:43:26 || Estimated Time: 3 days, 19:21:29
2023-07-29 13:26:52,964 semantic_segmentation INFO: Iters: 51480/150000 || Lr: 0.013700 || Task Loss: 0.1960 || KD Loss: 0.0608|| 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: 1 day, 23:43:59 || Estimated Time: 3 days, 19:20:56
2023-07-29 13:27:26,699 semantic_segmentation INFO: Iters: 51490/150000 || Lr: 0.013699 || Task Loss: 0.2353 || KD Loss: 0.0722|| 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: 1 day, 23:44:33 || Estimated Time: 3 days, 19:20:23
2023-07-29 13:28:00,337 semantic_segmentation INFO: Iters: 51500/150000 || Lr: 0.013698 || Task Loss: 0.2802 || KD Loss: 0.0718|| 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: 1 day, 23:45:07 || Estimated Time: 3 days, 19:19:51
2023-07-29 13:28:33,964 semantic_segmentation INFO: Iters: 51510/150000 || Lr: 0.013696 || Task Loss: 0.2269 || KD Loss: 0.0744|| 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, 23:45:40 || Estimated Time: 3 days, 19:19:18
2023-07-29 13:29:07,758 semantic_segmentation INFO: Iters: 51520/150000 || Lr: 0.013695 || Task Loss: 0.2391 || KD Loss: 0.0619|| 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, 23:46:14 || Estimated Time: 3 days, 19:18:45
2023-07-29 13:29:41,378 semantic_segmentation INFO: Iters: 51530/150000 || Lr: 0.013694 || Task Loss: 0.1762 || KD Loss: 0.0564|| 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, 23:46:48 || Estimated Time: 3 days, 19:18:12
2023-07-29 13:30:14,985 semantic_segmentation INFO: Iters: 51540/150000 || Lr: 0.013693 || Task Loss: 0.2921 || KD Loss: 0.0938|| 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: 1 day, 23:47:21 || Estimated Time: 3 days, 19:17:39
2023-07-29 13:30:48,575 semantic_segmentation INFO: Iters: 51550/150000 || Lr: 0.013691 || Task Loss: 0.1559 || KD Loss: 0.0401|| 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, 23:47:55 || Estimated Time: 3 days, 19:17:06
2023-07-29 13:31:25,790 semantic_segmentation INFO: Iters: 51560/150000 || Lr: 0.013690 || Task Loss: 0.3194 || KD Loss: 0.1051|| 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, 23:48:32 || Estimated Time: 3 days, 19:16:40
2023-07-29 13:31:59,344 semantic_segmentation INFO: Iters: 51570/150000 || Lr: 0.013689 || Task Loss: 0.4569 || KD Loss: 0.2189|| 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: 1 day, 23:49:06 || Estimated Time: 3 days, 19:16:07
2023-07-29 13:32:32,950 semantic_segmentation INFO: Iters: 51580/150000 || Lr: 0.013688 || Task Loss: 0.2511 || KD Loss: 0.0648|| 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: 1 day, 23:49:39 || Estimated Time: 3 days, 19:15:34
2023-07-29 13:33:06,601 semantic_segmentation INFO: Iters: 51590/150000 || Lr: 0.013686 || Task Loss: 0.3172 || KD Loss: 0.0916|| 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, 23:50:13 || Estimated Time: 3 days, 19:15:01
2023-07-29 13:33:40,203 semantic_segmentation INFO: Iters: 51600/150000 || Lr: 0.013685 || Task Loss: 0.2053 || KD Loss: 0.0636|| 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, 23:50:47 || Estimated Time: 3 days, 19:14:28
2023-07-29 13:34:13,790 semantic_segmentation INFO: Iters: 51610/150000 || Lr: 0.013684 || Task Loss: 0.2058 || KD Loss: 0.0611|| 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, 23:51:20 || Estimated Time: 3 days, 19:13:55
2023-07-29 13:34:47,492 semantic_segmentation INFO: Iters: 51620/150000 || Lr: 0.013683 || Task Loss: 0.2722 || KD Loss: 0.1114|| 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, 23:51:54 || Estimated Time: 3 days, 19:13:23
2023-07-29 13:35:21,074 semantic_segmentation INFO: Iters: 51630/150000 || Lr: 0.013681 || Task Loss: 0.2483 || KD Loss: 0.0675|| 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, 23:52:27 || Estimated Time: 3 days, 19:12:50
2023-07-29 13:35:54,611 semantic_segmentation INFO: Iters: 51640/150000 || Lr: 0.013680 || Task Loss: 0.2829 || KD Loss: 0.0750|| 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, 23:53:01 || Estimated Time: 3 days, 19:12:17
2023-07-29 13:36:28,195 semantic_segmentation INFO: Iters: 51650/150000 || Lr: 0.013679 || Task Loss: 0.4694 || KD Loss: 0.1428|| 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, 23:53:35 || Estimated Time: 3 days, 19:11:44
2023-07-29 13:37:01,846 semantic_segmentation INFO: Iters: 51660/150000 || Lr: 0.013678 || Task Loss: 0.2035 || KD Loss: 0.0421|| 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, 23:54:08 || Estimated Time: 3 days, 19:11:11
2023-07-29 13:37:35,490 semantic_segmentation INFO: Iters: 51670/150000 || Lr: 0.013676 || Task Loss: 0.2139 || KD Loss: 0.0541|| 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, 23:54:42 || Estimated Time: 3 days, 19:10:38
2023-07-29 13:38:09,213 semantic_segmentation INFO: Iters: 51680/150000 || Lr: 0.013675 || Task Loss: 0.2201 || KD Loss: 0.0562|| 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: 1 day, 23:55:16 || Estimated Time: 3 days, 19:10:05
2023-07-29 13:38:42,971 semantic_segmentation INFO: Iters: 51690/150000 || Lr: 0.013674 || Task Loss: 0.2168 || KD Loss: 0.0661|| 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, 23:55:49 || Estimated Time: 3 days, 19:09:32
2023-07-29 13:39:16,459 semantic_segmentation INFO: Iters: 51700/150000 || Lr: 0.013673 || Task Loss: 0.2458 || KD Loss: 0.0762|| 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, 23:56:23 || Estimated Time: 3 days, 19:08:59
2023-07-29 13:39:50,216 semantic_segmentation INFO: Iters: 51710/150000 || Lr: 0.013671 || Task Loss: 0.2272 || KD Loss: 0.0670|| 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, 23:56:57 || Estimated Time: 3 days, 19:08:27
2023-07-29 13:40:23,887 semantic_segmentation INFO: Iters: 51720/150000 || Lr: 0.013670 || Task Loss: 0.2211 || KD Loss: 0.0610|| 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, 23:57:30 || Estimated Time: 3 days, 19:07:54
2023-07-29 13:40:57,429 semantic_segmentation INFO: Iters: 51730/150000 || Lr: 0.013669 || Task Loss: 0.2151 || KD Loss: 0.0477|| 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, 23:58:04 || Estimated Time: 3 days, 19:07:21
2023-07-29 13:41:31,235 semantic_segmentation INFO: Iters: 51740/150000 || Lr: 0.013668 || Task Loss: 0.2729 || KD Loss: 0.0582|| 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, 23:58:38 || Estimated Time: 3 days, 19:06:48
2023-07-29 13:42:04,960 semantic_segmentation INFO: Iters: 51750/150000 || Lr: 0.013666 || Task Loss: 0.2656 || KD Loss: 0.0738|| 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, 23:59:11 || Estimated Time: 3 days, 19:06:15
2023-07-29 13:42:38,594 semantic_segmentation INFO: Iters: 51760/150000 || Lr: 0.013665 || Task Loss: 0.2487 || KD Loss: 0.0597|| 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, 23:59:45 || Estimated Time: 3 days, 19:05:43
2023-07-29 13:43:12,395 semantic_segmentation INFO: Iters: 51770/150000 || Lr: 0.013664 || Task Loss: 0.1565 || KD Loss: 0.0543|| 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, 0:00:19 || Estimated Time: 3 days, 19:05:10
2023-07-29 13:43:46,101 semantic_segmentation INFO: Iters: 51780/150000 || Lr: 0.013663 || Task Loss: 0.2823 || KD Loss: 0.0735|| 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: 2 days, 0:00:52 || Estimated Time: 3 days, 19:04:37
2023-07-29 13:44:19,817 semantic_segmentation INFO: Iters: 51790/150000 || Lr: 0.013661 || Task Loss: 0.1597 || KD Loss: 0.0324|| 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: 2 days, 0:01:26 || Estimated Time: 3 days, 19:04:04
2023-07-29 13:44:53,489 semantic_segmentation INFO: Iters: 51800/150000 || Lr: 0.013660 || Task Loss: 0.2500 || KD Loss: 0.0776|| 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: 2 days, 0:02:00 || Estimated Time: 3 days, 19:03:31
2023-07-29 13:45:27,151 semantic_segmentation INFO: Iters: 51810/150000 || Lr: 0.013659 || Task Loss: 0.2263 || KD Loss: 0.0461|| 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: 2 days, 0:02:34 || Estimated Time: 3 days, 19:02:59
2023-07-29 13:46:00,887 semantic_segmentation INFO: Iters: 51820/150000 || Lr: 0.013658 || Task Loss: 0.3031 || KD Loss: 0.0713|| 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: 2 days, 0:03:07 || Estimated Time: 3 days, 19:02:26
2023-07-29 13:46:34,543 semantic_segmentation INFO: Iters: 51830/150000 || Lr: 0.013656 || Task Loss: 0.2921 || KD Loss: 0.0740|| 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: 2 days, 0:03:41 || Estimated Time: 3 days, 19:01:53
2023-07-29 13:47:08,334 semantic_segmentation INFO: Iters: 51840/150000 || Lr: 0.013655 || Task Loss: 0.2712 || KD Loss: 0.0832|| 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: 2 days, 0:04:15 || Estimated Time: 3 days, 19:01:20
2023-07-29 13:47:42,072 semantic_segmentation INFO: Iters: 51850/150000 || Lr: 0.013654 || Task Loss: 0.1868 || KD Loss: 0.0607|| 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: 2 days, 0:04:48 || Estimated Time: 3 days, 19:00:48
2023-07-29 13:48:15,778 semantic_segmentation INFO: Iters: 51860/150000 || Lr: 0.013653 || Task Loss: 0.2210 || KD Loss: 0.0555|| 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: 2 days, 0:05:22 || Estimated Time: 3 days, 19:00:15
2023-07-29 13:48:49,488 semantic_segmentation INFO: Iters: 51870/150000 || Lr: 0.013651 || Task Loss: 0.1854 || KD Loss: 0.0483|| 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: 2 days, 0:05:56 || Estimated Time: 3 days, 18:59:42
2023-07-29 13:49:23,222 semantic_segmentation INFO: Iters: 51880/150000 || Lr: 0.013650 || Task Loss: 0.2433 || KD Loss: 0.0659|| 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: 2 days, 0:06:30 || Estimated Time: 3 days, 18:59:10
2023-07-29 13:49:56,960 semantic_segmentation INFO: Iters: 51890/150000 || Lr: 0.013649 || Task Loss: 0.1591 || KD Loss: 0.0396|| 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: 2 days, 0:07:03 || Estimated Time: 3 days, 18:58:37
2023-07-29 13:50:30,675 semantic_segmentation INFO: Iters: 51900/150000 || Lr: 0.013648 || Task Loss: 0.2149 || KD Loss: 0.0504|| 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: 2 days, 0:07:37 || Estimated Time: 3 days, 18:58:04
2023-07-29 13:51:04,388 semantic_segmentation INFO: Iters: 51910/150000 || Lr: 0.013646 || Task Loss: 0.1553 || KD Loss: 0.0607|| 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: 2 days, 0:08:11 || Estimated Time: 3 days, 18:57:31
2023-07-29 13:51:38,129 semantic_segmentation INFO: Iters: 51920/150000 || Lr: 0.013645 || Task Loss: 0.2017 || KD Loss: 0.0610|| 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, 0:08:44 || Estimated Time: 3 days, 18:56:59
2023-07-29 13:52:11,936 semantic_segmentation INFO: Iters: 51930/150000 || Lr: 0.013644 || Task Loss: 0.2515 || KD Loss: 0.0671|| 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, 0:09:18 || Estimated Time: 3 days, 18:56:26
2023-07-29 13:52:45,635 semantic_segmentation INFO: Iters: 51940/150000 || Lr: 0.013643 || Task Loss: 0.3717 || KD Loss: 0.1095|| 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: 2 days, 0:09:52 || Estimated Time: 3 days, 18:55:53
2023-07-29 13:53:19,335 semantic_segmentation INFO: Iters: 51950/150000 || Lr: 0.013641 || Task Loss: 0.2175 || KD Loss: 0.0652|| 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: 2 days, 0:10:26 || Estimated Time: 3 days, 18:55:20
2023-07-29 13:53:53,012 semantic_segmentation INFO: Iters: 51960/150000 || Lr: 0.013640 || Task Loss: 0.1627 || KD Loss: 0.0474|| 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: 2 days, 0:10:59 || Estimated Time: 3 days, 18:54:48
2023-07-29 13:54:26,915 semantic_segmentation INFO: Iters: 51970/150000 || Lr: 0.013639 || Task Loss: 0.2504 || KD Loss: 0.0615|| 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: 2 days, 0:11:33 || Estimated Time: 3 days, 18:54:15
2023-07-29 13:55:00,641 semantic_segmentation INFO: Iters: 51980/150000 || Lr: 0.013638 || Task Loss: 0.1495 || KD Loss: 0.0664|| 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, 0:12:07 || Estimated Time: 3 days, 18:53:42
2023-07-29 13:55:34,400 semantic_segmentation INFO: Iters: 51990/150000 || Lr: 0.013636 || Task Loss: 0.1926 || KD Loss: 0.0432|| 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: 2 days, 0:12:41 || Estimated Time: 3 days, 18:53:10
2023-07-29 13:56:09,042 semantic_segmentation INFO: Iters: 52000/150000 || Lr: 0.013635 || Task Loss: 0.1788 || KD Loss: 0.0486|| 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: 2 days, 0:13:15 || Estimated Time: 3 days, 18:52:38
2023-07-29 13:56:09,110 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 13:56:09,986 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.401
2023-07-29 13:56:10,125 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.498
2023-07-29 13:56:10,264 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.510
2023-07-29 13:56:10,394 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.533
2023-07-29 13:56:10,514 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.527
2023-07-29 13:56:10,665 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.529
2023-07-29 13:56:10,785 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.531
2023-07-29 13:56:10,920 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.579
2023-07-29 13:56:11,051 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.624
2023-07-29 13:56:11,160 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.667
2023-07-29 13:56:11,310 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.678
2023-07-29 13:56:11,440 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.665
2023-07-29 13:56:11,564 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.675
2023-07-29 13:56:11,717 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.676
2023-07-29 13:56:11,840 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.680
2023-07-29 13:56:11,966 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.671
2023-07-29 13:56:12,098 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.674
2023-07-29 13:56:12,210 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.674
2023-07-29 13:56:12,361 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.682
2023-07-29 13:56:12,489 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.689
2023-07-29 13:56:12,612 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.690
2023-07-29 13:56:12,765 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.951, mIoU: 0.679
2023-07-29 13:56:12,890 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.681
2023-07-29 13:56:13,011 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.690
2023-07-29 13:56:13,149 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.950, mIoU: 0.703
2023-07-29 13:56:13,260 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.705
2023-07-29 13:56:13,396 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-29 13:56:13,525 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.687
2023-07-29 13:56:13,640 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-29 13:56:13,805 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.947, mIoU: 0.708
2023-07-29 13:56:13,931 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.708
2023-07-29 13:56:14,054 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-29 13:56:14,189 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.708
2023-07-29 13:56:14,300 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-29 13:56:14,434 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.708
2023-07-29 13:56:14,570 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-29 13:56:14,700 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.947, mIoU: 0.704
2023-07-29 13:56:14,852 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.945, mIoU: 0.702
2023-07-29 13:56:14,983 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.693
2023-07-29 13:56:15,103 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.945, mIoU: 0.694
2023-07-29 13:56:15,235 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.946, mIoU: 0.698
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2023-07-29 13:56:15,607 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.947, mIoU: 0.699
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2023-07-29 13:56:16,013 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.698
2023-07-29 13:56:16,137 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.948, mIoU: 0.697
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2023-07-29 13:56:16,383 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.948, mIoU: 0.699
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2023-07-29 13:56:16,783 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.947, mIoU: 0.703
2023-07-29 13:56:16,929 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.947, mIoU: 0.705
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2023-07-29 13:56:17,445 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.947, mIoU: 0.712
2023-07-29 13:56:17,581 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.946, mIoU: 0.711
2023-07-29 13:56:17,733 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.946, mIoU: 0.709
2023-07-29 13:56:17,849 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.946, mIoU: 0.712
2023-07-29 13:56:17,987 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.946, mIoU: 0.714
2023-07-29 13:56:18,117 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-29 13:56:18,229 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.946, mIoU: 0.717
2023-07-29 13:56:18,379 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.946, mIoU: 0.718
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2023-07-29 13:56:18,638 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.945, mIoU: 0.718
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2023-07-29 13:56:19,047 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.945, mIoU: 0.718
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2023-07-29 13:56:20,886 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.945, mIoU: 0.717
2023-07-29 13:56:21,018 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.943, mIoU: 0.712
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2023-07-29 13:56:21,277 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.943, mIoU: 0.713
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2023-07-29 13:56:21,933 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.943, mIoU: 0.730
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2023-07-29 13:56:22,816 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.943, mIoU: 0.730
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2023-07-29 13:56:26,030 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.941, mIoU: 0.727
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2023-07-29 13:56:27,042 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.943, mIoU: 0.727
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2023-07-29 13:56:27,943 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.942, mIoU: 0.724
2023-07-29 13:56:28,054 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.942, mIoU: 0.724
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2023-07-29 13:57:00,342 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 13:57:00,459 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 13:57:00,573 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-29 13:57:00,686 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-29 13:57:00,796 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-29 13:57:00,906 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-29 13:57:01,012 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-29 13:57:01,117 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-29 13:57:01,221 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-29 13:57:01,329 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-29 13:57:01,434 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-29 13:57:01,541 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-29 13:57:01,653 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-29 13:57:01,768 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-29 13:57:01,884 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-29 13:57:01,999 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-29 13:57:02,111 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-29 13:57:02,225 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-29 13:57:02,337 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-29 13:57:02,447 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-29 13:57:02,552 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-29 13:57:02,667 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-29 13:57:02,781 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-29 13:57:02,897 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-29 13:57:03,012 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-29 13:57:03,127 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-29 13:57:03,245 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-29 13:57:03,360 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-29 13:57:03,470 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-29 13:57:03,576 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.951, mIoU: 0.718
2023-07-29 13:57:03,678 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-29 13:57:03,787 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-29 13:57:03,893 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-29 13:57:04,003 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-29 13:57:04,118 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-29 13:57:04,239 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-29 13:57:04,360 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.951, mIoU: 0.718
2023-07-29 13:57:04,476 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.951, mIoU: 0.718
2023-07-29 13:57:04,590 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-29 13:57:04,703 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-29 13:57:04,814 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-29 13:57:04,928 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-29 13:57:05,048 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-29 13:57:05,166 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-29 13:57:05,278 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-29 13:57:05,389 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-29 13:57:05,503 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-29 13:57:05,610 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-29 13:57:05,716 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.951, mIoU: 0.718
2023-07-29 13:57:05,826 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.951, mIoU: 0.718
2023-07-29 13:57:05,930 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.951, mIoU: 0.718
2023-07-29 13:57:06,039 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.951, mIoU: 0.718
2023-07-29 13:57:06,146 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.951, mIoU: 0.718
2023-07-29 13:57:06,256 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.951, mIoU: 0.718
2023-07-29 13:57:06,373 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.951, mIoU: 0.718
2023-07-29 13:57:06,491 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.951, mIoU: 0.718
2023-07-29 13:57:06,605 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.951, mIoU: 0.718
2023-07-29 13:57:06,720 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.951, mIoU: 0.719
2023-07-29 13:57:06,833 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.951, mIoU: 0.719
2023-07-29 13:57:06,945 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.951, mIoU: 0.719
2023-07-29 13:57:07,052 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.951, mIoU: 0.718
2023-07-29 13:57:07,163 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.951, mIoU: 0.719
2023-07-29 13:57:07,272 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.951, mIoU: 0.719
2023-07-29 13:57:07,390 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.951, mIoU: 0.719
2023-07-29 13:57:07,507 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.951, mIoU: 0.719
2023-07-29 13:57:07,621 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.951, mIoU: 0.719
2023-07-29 13:57:07,734 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.951, mIoU: 0.719
2023-07-29 13:57:07,846 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.951, mIoU: 0.719
2023-07-29 13:57:07,958 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.951, mIoU: 0.719
2023-07-29 13:57:08,068 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.951, mIoU: 0.719
2023-07-29 13:57:08,177 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.951, mIoU: 0.719
2023-07-29 13:57:42,212 semantic_segmentation INFO: Iters: 52010/150000 || Lr: 0.013634 || Task Loss: 0.1863 || KD Loss: 0.0426|| 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: 2 days, 0:14:49 || Estimated Time: 3 days, 18:53:58
2023-07-29 13:58:16,066 semantic_segmentation INFO: Iters: 52020/150000 || Lr: 0.013633 || Task Loss: 0.2124 || KD Loss: 0.0541|| 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: 2 days, 0:15:22 || Estimated Time: 3 days, 18:53:25
2023-07-29 13:58:49,863 semantic_segmentation INFO: Iters: 52030/150000 || Lr: 0.013631 || Task Loss: 0.2791 || KD Loss: 0.1253|| 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: 2 days, 0:15:56 || Estimated Time: 3 days, 18:52:53
2023-07-29 13:59:23,643 semantic_segmentation INFO: Iters: 52040/150000 || Lr: 0.013630 || Task Loss: 0.5035 || KD Loss: 0.1858|| 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, 0:16:30 || Estimated Time: 3 days, 18:52:20
2023-07-29 13:59:57,379 semantic_segmentation INFO: Iters: 52050/150000 || Lr: 0.013629 || Task Loss: 0.1561 || KD Loss: 0.0710|| 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, 0:17:04 || Estimated Time: 3 days, 18:51:47
2023-07-29 14:00:31,232 semantic_segmentation INFO: Iters: 52060/150000 || Lr: 0.013627 || Task Loss: 0.3514 || KD Loss: 0.1048|| 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, 0:17:38 || Estimated Time: 3 days, 18:51:15
2023-07-29 14:01:05,015 semantic_segmentation INFO: Iters: 52070/150000 || Lr: 0.013626 || Task Loss: 0.2406 || KD Loss: 0.0772|| 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, 0:18:11 || Estimated Time: 3 days, 18:50:42
2023-07-29 14:01:38,739 semantic_segmentation INFO: Iters: 52080/150000 || Lr: 0.013625 || Task Loss: 0.2861 || KD Loss: 0.0899|| 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: 2 days, 0:18:45 || Estimated Time: 3 days, 18:50:09
2023-07-29 14:02:12,476 semantic_segmentation INFO: Iters: 52090/150000 || Lr: 0.013624 || Task Loss: 0.2095 || KD Loss: 0.0526|| 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: 2 days, 0:19:19 || Estimated Time: 3 days, 18:49:37
2023-07-29 14:02:46,232 semantic_segmentation INFO: Iters: 52100/150000 || Lr: 0.013622 || Task Loss: 0.5833 || KD Loss: 0.2587|| 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: 2 days, 0:19:53 || Estimated Time: 3 days, 18:49:04
2023-07-29 14:03:19,954 semantic_segmentation INFO: Iters: 52110/150000 || Lr: 0.013621 || Task Loss: 0.1238 || KD Loss: 0.0512|| 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, 0:20:26 || Estimated Time: 3 days, 18:48:31
2023-07-29 14:03:53,776 semantic_segmentation INFO: Iters: 52120/150000 || Lr: 0.013620 || Task Loss: 0.1627 || KD Loss: 0.0535|| 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: 2 days, 0:21:00 || Estimated Time: 3 days, 18:47:59
2023-07-29 14:04:27,452 semantic_segmentation INFO: Iters: 52130/150000 || Lr: 0.013619 || Task Loss: 0.2019 || KD Loss: 0.0763|| 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: 2 days, 0:21:34 || Estimated Time: 3 days, 18:47:26
2023-07-29 14:05:01,214 semantic_segmentation INFO: Iters: 52140/150000 || Lr: 0.013617 || Task Loss: 0.2646 || KD Loss: 0.1061|| 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, 0:22:08 || Estimated Time: 3 days, 18:46:53
2023-07-29 14:05:35,011 semantic_segmentation INFO: Iters: 52150/150000 || Lr: 0.013616 || Task Loss: 0.2307 || KD Loss: 0.0449|| 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: 2 days, 0:22:41 || Estimated Time: 3 days, 18:46:20
2023-07-29 14:06:08,846 semantic_segmentation INFO: Iters: 52160/150000 || Lr: 0.013615 || Task Loss: 0.2657 || KD Loss: 0.0633|| 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: 2 days, 0:23:15 || Estimated Time: 3 days, 18:45:48
2023-07-29 14:06:42,633 semantic_segmentation INFO: Iters: 52170/150000 || Lr: 0.013614 || Task Loss: 0.2515 || KD Loss: 0.0726|| 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: 2 days, 0:23:49 || Estimated Time: 3 days, 18:45:15
2023-07-29 14:07:16,374 semantic_segmentation INFO: Iters: 52180/150000 || Lr: 0.013612 || Task Loss: 0.1816 || KD Loss: 0.0586|| 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, 0:24:23 || Estimated Time: 3 days, 18:44:42
2023-07-29 14:07:50,130 semantic_segmentation INFO: Iters: 52190/150000 || Lr: 0.013611 || Task Loss: 0.1971 || KD Loss: 0.0688|| 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, 0:24:56 || Estimated Time: 3 days, 18:44:10
2023-07-29 14:08:23,958 semantic_segmentation INFO: Iters: 52200/150000 || Lr: 0.013610 || Task Loss: 0.2130 || KD Loss: 0.0475|| 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, 0:25:30 || Estimated Time: 3 days, 18:43:37
2023-07-29 14:08:57,749 semantic_segmentation INFO: Iters: 52210/150000 || Lr: 0.013609 || Task Loss: 0.2566 || KD Loss: 0.0662|| 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, 0:26:04 || Estimated Time: 3 days, 18:43:04
2023-07-29 14:09:31,684 semantic_segmentation INFO: Iters: 52220/150000 || Lr: 0.013607 || Task Loss: 0.1699 || KD Loss: 0.0483|| 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: 2 days, 0:26:38 || Estimated Time: 3 days, 18:42:32
2023-07-29 14:10:05,516 semantic_segmentation INFO: Iters: 52230/150000 || Lr: 0.013606 || Task Loss: 0.2343 || KD Loss: 0.0480|| 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: 2 days, 0:27:12 || Estimated Time: 3 days, 18:41:59
2023-07-29 14:10:39,300 semantic_segmentation INFO: Iters: 52240/150000 || Lr: 0.013605 || Task Loss: 0.2266 || KD Loss: 0.0543|| 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: 2 days, 0:27:46 || Estimated Time: 3 days, 18:41:27
2023-07-29 14:11:13,242 semantic_segmentation INFO: Iters: 52250/150000 || Lr: 0.013604 || Task Loss: 0.2717 || KD Loss: 0.0655|| 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: 2 days, 0:28:20 || Estimated Time: 3 days, 18:40:54
2023-07-29 14:11:47,073 semantic_segmentation INFO: Iters: 52260/150000 || Lr: 0.013602 || Task Loss: 0.1842 || KD Loss: 0.0440|| 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: 2 days, 0:28:53 || Estimated Time: 3 days, 18:40:22
2023-07-29 14:12:20,914 semantic_segmentation INFO: Iters: 52270/150000 || Lr: 0.013601 || Task Loss: 0.1535 || KD Loss: 0.0445|| 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: 2 days, 0:29:27 || Estimated Time: 3 days, 18:39:49
2023-07-29 14:12:54,830 semantic_segmentation INFO: Iters: 52280/150000 || Lr: 0.013600 || Task Loss: 0.1652 || KD Loss: 0.0635|| 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, 0:30:01 || Estimated Time: 3 days, 18:39:17
2023-07-29 14:13:28,618 semantic_segmentation INFO: Iters: 52290/150000 || Lr: 0.013599 || Task Loss: 0.2777 || KD Loss: 0.1070|| 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: 2 days, 0:30:35 || Estimated Time: 3 days, 18:38:44
2023-07-29 14:14:02,455 semantic_segmentation INFO: Iters: 52300/150000 || Lr: 0.013597 || Task Loss: 0.2768 || KD Loss: 0.0697|| 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: 2 days, 0:31:09 || Estimated Time: 3 days, 18:38:12
2023-07-29 14:14:36,228 semantic_segmentation INFO: Iters: 52310/150000 || Lr: 0.013596 || Task Loss: 0.2164 || KD Loss: 0.0663|| 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, 0:31:43 || Estimated Time: 3 days, 18:37:39
2023-07-29 14:15:10,020 semantic_segmentation INFO: Iters: 52320/150000 || Lr: 0.013595 || Task Loss: 0.3255 || KD Loss: 0.1145|| 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, 0:32:16 || Estimated Time: 3 days, 18:37:06
2023-07-29 14:15:43,899 semantic_segmentation INFO: Iters: 52330/150000 || Lr: 0.013594 || Task Loss: 0.2617 || KD Loss: 0.0666|| 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: 2 days, 0:32:50 || Estimated Time: 3 days, 18:36:34
2023-07-29 14:16:17,754 semantic_segmentation INFO: Iters: 52340/150000 || Lr: 0.013592 || Task Loss: 0.2186 || KD Loss: 0.0588|| 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 days, 0:33:24 || Estimated Time: 3 days, 18:36:01
2023-07-29 14:16:51,556 semantic_segmentation INFO: Iters: 52350/150000 || Lr: 0.013591 || Task Loss: 0.3986 || KD Loss: 0.1606|| 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: 2 days, 0:33:58 || Estimated Time: 3 days, 18:35:29
2023-07-29 14:17:25,335 semantic_segmentation INFO: Iters: 52360/150000 || Lr: 0.013590 || Task Loss: 0.1690 || KD Loss: 0.0647|| 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: 2 days, 0:34:32 || Estimated Time: 3 days, 18:34:56
2023-07-29 14:17:59,192 semantic_segmentation INFO: Iters: 52370/150000 || Lr: 0.013589 || Task Loss: 0.2030 || KD Loss: 0.0600|| 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, 0:35:06 || Estimated Time: 3 days, 18:34:23
2023-07-29 14:18:33,054 semantic_segmentation INFO: Iters: 52380/150000 || Lr: 0.013587 || Task Loss: 0.2136 || KD Loss: 0.0744|| 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, 0:35:39 || Estimated Time: 3 days, 18:33:51
2023-07-29 14:19:06,940 semantic_segmentation INFO: Iters: 52390/150000 || Lr: 0.013586 || Task Loss: 0.2352 || KD Loss: 0.0700|| 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: 2 days, 0:36:13 || Estimated Time: 3 days, 18:33:18
2023-07-29 14:19:40,694 semantic_segmentation INFO: Iters: 52400/150000 || Lr: 0.013585 || Task Loss: 0.2091 || KD Loss: 0.1370|| 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, 0:36:47 || Estimated Time: 3 days, 18:32:46
2023-07-29 14:20:14,598 semantic_segmentation INFO: Iters: 52410/150000 || Lr: 0.013584 || Task Loss: 0.1981 || KD Loss: 0.0760|| 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: 2 days, 0:37:21 || Estimated Time: 3 days, 18:32:13
2023-07-29 14:20:48,437 semantic_segmentation INFO: Iters: 52420/150000 || Lr: 0.013582 || Task Loss: 0.2027 || KD Loss: 0.0625|| 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: 2 days, 0:37:55 || Estimated Time: 3 days, 18:31:40
2023-07-29 14:21:22,224 semantic_segmentation INFO: Iters: 52430/150000 || Lr: 0.013581 || Task Loss: 0.1746 || KD Loss: 0.0434|| 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, 0:38:29 || Estimated Time: 3 days, 18:31:08
2023-07-29 14:21:59,556 semantic_segmentation INFO: Iters: 52440/150000 || Lr: 0.013580 || Task Loss: 0.2119 || KD Loss: 0.0513|| 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: 2 days, 0:39:06 || Estimated Time: 3 days, 18:30:42
2023-07-29 14:22:33,392 semantic_segmentation INFO: Iters: 52450/150000 || Lr: 0.013579 || Task Loss: 0.2469 || KD Loss: 0.0878|| 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: 2 days, 0:39:40 || Estimated Time: 3 days, 18:30:09
2023-07-29 14:23:07,329 semantic_segmentation INFO: Iters: 52460/150000 || Lr: 0.013577 || Task Loss: 0.2041 || KD Loss: 0.0447|| 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, 0:40:14 || Estimated Time: 3 days, 18:29:37
2023-07-29 14:23:41,287 semantic_segmentation INFO: Iters: 52470/150000 || Lr: 0.013576 || Task Loss: 0.1706 || KD Loss: 0.0553|| 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: 2 days, 0:40:48 || Estimated Time: 3 days, 18:29:04
2023-07-29 14:24:15,030 semantic_segmentation INFO: Iters: 52480/150000 || Lr: 0.013575 || Task Loss: 0.2686 || KD Loss: 0.0764|| 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: 2 days, 0:41:21 || Estimated Time: 3 days, 18:28:32
2023-07-29 14:24:48,910 semantic_segmentation INFO: Iters: 52490/150000 || Lr: 0.013574 || Task Loss: 0.1893 || KD Loss: 0.0436|| 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, 0:41:55 || Estimated Time: 3 days, 18:27:59
2023-07-29 14:25:22,789 semantic_segmentation INFO: Iters: 52500/150000 || Lr: 0.013572 || Task Loss: 0.2272 || KD Loss: 0.0436|| 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, 0:42:29 || Estimated Time: 3 days, 18:27:27
2023-07-29 14:25:56,821 semantic_segmentation INFO: Iters: 52510/150000 || Lr: 0.013571 || Task Loss: 0.1667 || KD Loss: 0.0456|| 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: 2 days, 0:43:03 || Estimated Time: 3 days, 18:26:54
2023-07-29 14:26:30,725 semantic_segmentation INFO: Iters: 52520/150000 || Lr: 0.013570 || Task Loss: 0.3124 || KD Loss: 0.0921|| 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: 2 days, 0:43:37 || Estimated Time: 3 days, 18:26:22
2023-07-29 14:27:04,653 semantic_segmentation INFO: Iters: 52530/150000 || Lr: 0.013569 || Task Loss: 0.2422 || KD Loss: 0.1073|| 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: 2 days, 0:44:11 || Estimated Time: 3 days, 18:25:50
2023-07-29 14:27:38,661 semantic_segmentation INFO: Iters: 52540/150000 || Lr: 0.013567 || Task Loss: 0.2518 || KD Loss: 0.0681|| 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, 0:44:45 || Estimated Time: 3 days, 18:25:17
2023-07-29 14:28:12,545 semantic_segmentation INFO: Iters: 52550/150000 || Lr: 0.013566 || Task Loss: 0.2131 || KD Loss: 0.0522|| 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: 2 days, 0:45:19 || Estimated Time: 3 days, 18:24:45
2023-07-29 14:28:46,546 semantic_segmentation INFO: Iters: 52560/150000 || Lr: 0.013565 || Task Loss: 0.2337 || KD Loss: 0.0821|| 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, 0:45:53 || Estimated Time: 3 days, 18:24:12
2023-07-29 14:29:20,505 semantic_segmentation INFO: Iters: 52570/150000 || Lr: 0.013564 || Task Loss: 0.2297 || KD Loss: 0.0540|| 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: 2 days, 0:46:27 || Estimated Time: 3 days, 18:23:40
2023-07-29 14:29:54,460 semantic_segmentation INFO: Iters: 52580/150000 || Lr: 0.013562 || Task Loss: 0.3145 || KD Loss: 0.0881|| 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: 2 days, 0:47:01 || Estimated Time: 3 days, 18:23:08
2023-07-29 14:30:28,306 semantic_segmentation INFO: Iters: 52590/150000 || Lr: 0.013561 || Task Loss: 0.1877 || KD Loss: 0.0569|| 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, 0:47:35 || Estimated Time: 3 days, 18:22:35
2023-07-29 14:31:02,161 semantic_segmentation INFO: Iters: 52600/150000 || Lr: 0.013560 || Task Loss: 0.2223 || KD Loss: 0.0735|| 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: 2 days, 0:48:09 || Estimated Time: 3 days, 18:22:03
2023-07-29 14:31:36,075 semantic_segmentation INFO: Iters: 52610/150000 || Lr: 0.013559 || Task Loss: 0.3164 || KD Loss: 0.1072|| 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: 2 days, 0:48:42 || Estimated Time: 3 days, 18:21:30
2023-07-29 14:32:09,959 semantic_segmentation INFO: Iters: 52620/150000 || Lr: 0.013557 || Task Loss: 0.3048 || KD Loss: 0.0945|| 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: 2 days, 0:49:16 || Estimated Time: 3 days, 18:20:58
2023-07-29 14:32:43,930 semantic_segmentation INFO: Iters: 52630/150000 || Lr: 0.013556 || Task Loss: 0.2454 || KD Loss: 0.0777|| 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: 2 days, 0:49:50 || Estimated Time: 3 days, 18:20:25
2023-07-29 14:33:17,790 semantic_segmentation INFO: Iters: 52640/150000 || Lr: 0.013555 || Task Loss: 0.2077 || KD Loss: 0.0622|| 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, 0:50:24 || Estimated Time: 3 days, 18:19:53
2023-07-29 14:33:51,809 semantic_segmentation INFO: Iters: 52650/150000 || Lr: 0.013554 || Task Loss: 0.1951 || KD Loss: 0.0381|| 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, 0:50:58 || Estimated Time: 3 days, 18:19:20
2023-07-29 14:34:25,673 semantic_segmentation INFO: Iters: 52660/150000 || Lr: 0.013552 || Task Loss: 0.2148 || KD Loss: 0.0380|| 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: 2 days, 0:51:32 || Estimated Time: 3 days, 18:18:48
2023-07-29 14:34:59,504 semantic_segmentation INFO: Iters: 52670/150000 || Lr: 0.013551 || Task Loss: 0.2366 || KD Loss: 0.0622|| 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: 2 days, 0:52:06 || Estimated Time: 3 days, 18:18:15
2023-07-29 14:35:33,350 semantic_segmentation INFO: Iters: 52680/150000 || Lr: 0.013550 || Task Loss: 0.2947 || KD Loss: 0.0853|| 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: 2 days, 0:52:40 || Estimated Time: 3 days, 18:17:43
2023-07-29 14:36:07,328 semantic_segmentation INFO: Iters: 52690/150000 || Lr: 0.013549 || Task Loss: 0.2127 || KD Loss: 0.0553|| 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, 0:53:14 || Estimated Time: 3 days, 18:17:10
2023-07-29 14:36:41,280 semantic_segmentation INFO: Iters: 52700/150000 || Lr: 0.013547 || Task Loss: 0.2215 || KD Loss: 0.0576|| 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: 2 days, 0:53:48 || Estimated Time: 3 days, 18:16:38
2023-07-29 14:37:15,273 semantic_segmentation INFO: Iters: 52710/150000 || Lr: 0.013546 || Task Loss: 0.2152 || KD Loss: 0.0577|| 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, 0:54:22 || Estimated Time: 3 days, 18:16:06
2023-07-29 14:37:49,282 semantic_segmentation INFO: Iters: 52720/150000 || Lr: 0.013545 || Task Loss: 0.1491 || KD Loss: 0.0473|| 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: 2 days, 0:54:56 || Estimated Time: 3 days, 18:15:33
2023-07-29 14:38:23,241 semantic_segmentation INFO: Iters: 52730/150000 || Lr: 0.013544 || Task Loss: 0.2168 || KD Loss: 0.0606|| 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: 2 days, 0:55:30 || Estimated Time: 3 days, 18:15:01
2023-07-29 14:38:57,243 semantic_segmentation INFO: Iters: 52740/150000 || Lr: 0.013542 || Task Loss: 0.2021 || KD Loss: 0.1011|| 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, 0:56:04 || Estimated Time: 3 days, 18:14:29
2023-07-29 14:39:31,281 semantic_segmentation INFO: Iters: 52750/150000 || Lr: 0.013541 || Task Loss: 0.2163 || KD Loss: 0.0689|| 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, 0:56:38 || Estimated Time: 3 days, 18:13:56
2023-07-29 14:40:05,267 semantic_segmentation INFO: Iters: 52760/150000 || Lr: 0.013540 || Task Loss: 0.1755 || KD Loss: 0.0417|| 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: 2 days, 0:57:12 || Estimated Time: 3 days, 18:13:24
2023-07-29 14:40:39,257 semantic_segmentation INFO: Iters: 52770/150000 || Lr: 0.013539 || Task Loss: 0.2488 || KD Loss: 0.0563|| 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: 2 days, 0:57:46 || Estimated Time: 3 days, 18:12:52
2023-07-29 14:41:13,172 semantic_segmentation INFO: Iters: 52780/150000 || Lr: 0.013537 || Task Loss: 0.2280 || KD Loss: 0.0756|| 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: 2 days, 0:58:20 || Estimated Time: 3 days, 18:12:19
2023-07-29 14:41:47,090 semantic_segmentation INFO: Iters: 52790/150000 || Lr: 0.013536 || Task Loss: 0.2509 || KD Loss: 0.0617|| 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: 2 days, 0:58:53 || Estimated Time: 3 days, 18:11:47
2023-07-29 14:42:21,079 semantic_segmentation INFO: Iters: 52800/150000 || Lr: 0.013535 || Task Loss: 0.1622 || KD Loss: 0.0441|| 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, 0:59:27 || Estimated Time: 3 days, 18:11:15
2023-07-29 14:42:21,143 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 14:42:22,042 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.405
2023-07-29 14:42:22,158 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.500
2023-07-29 14:42:22,265 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.509
2023-07-29 14:42:22,378 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.536
2023-07-29 14:42:22,496 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.529
2023-07-29 14:42:22,609 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.532
2023-07-29 14:42:22,724 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.579
2023-07-29 14:42:22,837 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.622
2023-07-29 14:42:22,948 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.655
2023-07-29 14:42:23,055 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.704
2023-07-29 14:42:23,169 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.711
2023-07-29 14:42:23,276 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.726
2023-07-29 14:42:23,389 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.721
2023-07-29 14:42:23,509 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.712
2023-07-29 14:42:23,623 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.715
2023-07-29 14:42:23,737 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.703
2023-07-29 14:42:23,849 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.705
2023-07-29 14:42:23,961 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.706
2023-07-29 14:42:24,067 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.711
2023-07-29 14:42:24,178 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.717
2023-07-29 14:42:24,281 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.718
2023-07-29 14:42:24,392 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.953, mIoU: 0.725
2023-07-29 14:42:24,509 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.726
2023-07-29 14:42:24,625 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-29 14:42:24,743 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-29 14:42:24,857 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.738
2023-07-29 14:42:24,972 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-29 14:42:25,087 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-29 14:42:25,205 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-29 14:42:25,315 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-29 14:42:25,428 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-29 14:42:25,544 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.712
2023-07-29 14:42:25,655 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-29 14:42:25,767 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.714
2023-07-29 14:42:25,878 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-29 14:42:25,992 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.714
2023-07-29 14:42:26,104 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.711
2023-07-29 14:42:26,217 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.944, mIoU: 0.709
2023-07-29 14:42:26,325 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-29 14:42:26,434 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.705
2023-07-29 14:42:26,545 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-29 14:42:26,659 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.945, mIoU: 0.705
2023-07-29 14:42:26,777 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.946, mIoU: 0.706
2023-07-29 14:42:26,889 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-29 14:42:27,000 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.946, mIoU: 0.706
2023-07-29 14:42:27,118 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-29 14:42:27,235 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-29 14:42:27,348 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.948, mIoU: 0.706
2023-07-29 14:42:27,462 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.948, mIoU: 0.709
2023-07-29 14:42:27,572 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-29 14:42:27,684 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-29 14:42:27,800 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-29 14:42:27,910 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-29 14:42:28,022 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-29 14:42:28,135 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.946, mIoU: 0.714
2023-07-29 14:42:28,256 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-29 14:42:28,370 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.946, mIoU: 0.714
2023-07-29 14:42:28,486 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-29 14:42:28,600 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-29 14:42:28,711 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-29 14:42:28,823 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-29 14:42:28,938 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-29 14:42:29,052 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.945, mIoU: 0.717
2023-07-29 14:42:29,166 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.945, mIoU: 0.720
2023-07-29 14:42:29,282 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.945, mIoU: 0.722
2023-07-29 14:42:29,394 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.945, mIoU: 0.723
2023-07-29 14:42:29,506 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.944, mIoU: 0.722
2023-07-29 14:42:29,614 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.943, mIoU: 0.722
2023-07-29 14:42:29,722 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.943, mIoU: 0.721
2023-07-29 14:42:29,832 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.943, mIoU: 0.721
2023-07-29 14:42:29,946 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.944, mIoU: 0.721
2023-07-29 14:42:30,069 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.944, mIoU: 0.720
2023-07-29 14:42:30,184 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.944, mIoU: 0.720
2023-07-29 14:42:30,300 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.944, mIoU: 0.720
2023-07-29 14:42:30,415 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.944, mIoU: 0.720
2023-07-29 14:42:30,528 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.944, mIoU: 0.719
2023-07-29 14:42:30,637 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.944, mIoU: 0.719
2023-07-29 14:42:30,749 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.944, mIoU: 0.719
2023-07-29 14:42:30,867 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.944, mIoU: 0.718
2023-07-29 14:42:30,979 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.944, mIoU: 0.720
2023-07-29 14:42:31,091 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.944, mIoU: 0.721
2023-07-29 14:42:31,206 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.944, mIoU: 0.721
2023-07-29 14:42:31,326 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.944, mIoU: 0.721
2023-07-29 14:42:31,441 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.943, mIoU: 0.719
2023-07-29 14:42:31,556 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.941, mIoU: 0.714
2023-07-29 14:42:31,665 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.941, mIoU: 0.715
2023-07-29 14:42:31,777 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.941, mIoU: 0.715
2023-07-29 14:42:31,895 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.941, mIoU: 0.715
2023-07-29 14:42:32,008 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.941, mIoU: 0.715
2023-07-29 14:42:32,119 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.941, mIoU: 0.714
2023-07-29 14:42:32,229 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.942, mIoU: 0.715
2023-07-29 14:42:32,340 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.941, mIoU: 0.726
2023-07-29 14:42:32,446 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.941, mIoU: 0.726
2023-07-29 14:42:32,557 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.941, mIoU: 0.726
2023-07-29 14:42:32,661 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.942, mIoU: 0.726
2023-07-29 14:42:32,767 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.941, mIoU: 0.726
2023-07-29 14:42:32,872 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-29 14:42:32,979 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-29 14:42:33,084 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-29 14:42:33,194 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-29 14:42:33,305 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.939, mIoU: 0.726
2023-07-29 14:42:33,413 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-29 14:42:33,520 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-29 14:42:33,631 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-29 14:42:33,749 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-29 14:42:33,865 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-29 14:42:33,980 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-29 14:42:34,094 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-29 14:42:34,206 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-29 14:42:34,316 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-29 14:42:34,421 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-29 14:42:34,528 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-29 14:42:34,639 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-29 14:42:34,752 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-29 14:42:34,867 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-29 14:42:34,982 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-29 14:42:35,097 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-29 14:42:35,210 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-29 14:42:35,324 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.939, mIoU: 0.724
2023-07-29 14:42:35,433 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-29 14:42:35,540 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-29 14:42:35,646 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-29 14:42:35,750 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-29 14:42:35,854 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-29 14:42:35,957 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.939, mIoU: 0.723
2023-07-29 14:42:36,063 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.939, mIoU: 0.727
2023-07-29 14:42:36,167 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.939, mIoU: 0.730
2023-07-29 14:42:36,273 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.940, mIoU: 0.730
2023-07-29 14:42:36,380 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.939, mIoU: 0.729
2023-07-29 14:42:36,495 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-29 14:42:36,613 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-29 14:42:36,730 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-29 14:42:36,847 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.940, mIoU: 0.728
2023-07-29 14:42:36,963 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.941, mIoU: 0.728
2023-07-29 14:42:37,080 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.941, mIoU: 0.726
2023-07-29 14:42:37,194 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.941, mIoU: 0.726
2023-07-29 14:42:37,314 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.941, mIoU: 0.726
2023-07-29 14:42:37,434 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.941, mIoU: 0.725
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2023-07-29 14:42:59,640 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.941, mIoU: 0.709
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2023-07-29 14:42:59,872 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.942, mIoU: 0.710
2023-07-29 14:42:59,984 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.942, mIoU: 0.710
2023-07-29 14:43:00,099 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.942, mIoU: 0.710
2023-07-29 14:43:00,214 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.942, mIoU: 0.710
2023-07-29 14:43:00,323 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.942, mIoU: 0.710
2023-07-29 14:43:00,433 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.942, mIoU: 0.710
2023-07-29 14:43:00,537 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.942, mIoU: 0.710
2023-07-29 14:43:00,645 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.942, mIoU: 0.711
2023-07-29 14:43:00,753 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.942, mIoU: 0.711
2023-07-29 14:43:00,868 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.942, mIoU: 0.711
2023-07-29 14:43:00,990 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.942, mIoU: 0.711
2023-07-29 14:43:01,110 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.943, mIoU: 0.711
2023-07-29 14:43:01,230 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.943, mIoU: 0.711
2023-07-29 14:43:01,350 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.943, mIoU: 0.711
2023-07-29 14:43:01,470 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.943, mIoU: 0.711
2023-07-29 14:43:01,590 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.943, mIoU: 0.711
2023-07-29 14:43:01,721 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.943, mIoU: 0.711
2023-07-29 14:43:01,841 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.943, mIoU: 0.711
2023-07-29 14:43:01,960 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.943, mIoU: 0.712
2023-07-29 14:43:02,079 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.943, mIoU: 0.712
2023-07-29 14:43:02,198 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.943, mIoU: 0.712
2023-07-29 14:43:02,317 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.943, mIoU: 0.712
2023-07-29 14:43:02,434 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.943, mIoU: 0.712
2023-07-29 14:43:02,554 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.943, mIoU: 0.712
2023-07-29 14:43:02,671 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.943, mIoU: 0.712
2023-07-29 14:43:02,791 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.943, mIoU: 0.713
2023-07-29 14:43:02,907 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.943, mIoU: 0.712
2023-07-29 14:43:03,023 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.943, mIoU: 0.712
2023-07-29 14:43:03,140 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-29 14:43:03,257 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.944, mIoU: 0.712
2023-07-29 14:43:03,375 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-29 14:43:03,491 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-29 14:43:03,607 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-29 14:43:03,725 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-29 14:43:03,841 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-29 14:43:03,956 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-29 14:43:04,074 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.944, mIoU: 0.714
2023-07-29 14:43:04,188 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.944, mIoU: 0.714
2023-07-29 14:43:04,303 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-29 14:43:04,417 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-29 14:43:04,532 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-29 14:43:04,647 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-29 14:43:04,769 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-29 14:43:04,891 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.944, mIoU: 0.714
2023-07-29 14:43:05,007 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.944, mIoU: 0.714
2023-07-29 14:43:05,132 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-29 14:43:05,245 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-29 14:43:05,360 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-29 14:43:05,470 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-29 14:43:05,585 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-29 14:43:05,702 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.945, mIoU: 0.715
2023-07-29 14:43:05,821 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.945, mIoU: 0.715
2023-07-29 14:43:05,937 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.945, mIoU: 0.715
2023-07-29 14:43:06,050 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.945, mIoU: 0.715
2023-07-29 14:43:06,162 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.945, mIoU: 0.715
2023-07-29 14:43:06,272 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.945, mIoU: 0.715
2023-07-29 14:43:06,384 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.945, mIoU: 0.715
2023-07-29 14:43:06,499 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.945, mIoU: 0.715
2023-07-29 14:43:06,615 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.945, mIoU: 0.715
2023-07-29 14:43:06,728 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.945, mIoU: 0.715
2023-07-29 14:43:06,841 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.945, mIoU: 0.715
2023-07-29 14:43:06,954 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.945, mIoU: 0.716
2023-07-29 14:43:07,063 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.945, mIoU: 0.715
2023-07-29 14:43:07,172 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-29 14:43:07,277 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-29 14:43:07,382 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-29 14:43:07,487 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-29 14:43:07,592 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-29 14:43:07,697 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-29 14:43:07,802 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-29 14:43:07,907 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-29 14:43:08,014 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-29 14:43:08,118 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-29 14:43:08,225 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-29 14:43:08,336 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-29 14:43:08,449 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-29 14:43:08,567 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-29 14:43:08,683 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.946, mIoU: 0.717
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2023-07-29 14:43:08,913 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.946, mIoU: 0.717
2023-07-29 14:43:09,025 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-29 14:43:09,136 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-29 14:43:09,251 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.947, mIoU: 0.717
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2023-07-29 14:43:09,490 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-29 14:43:09,611 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-29 14:43:09,729 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.947, mIoU: 0.717
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2023-07-29 14:43:09,970 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-29 14:43:10,089 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-29 14:43:10,208 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-29 14:43:10,326 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-29 14:43:10,444 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.947, mIoU: 0.718
2023-07-29 14:43:10,562 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.947, mIoU: 0.718
2023-07-29 14:43:10,679 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-29 14:43:10,795 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.947, mIoU: 0.718
2023-07-29 14:43:10,913 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.947, mIoU: 0.718
2023-07-29 14:43:11,030 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.947, mIoU: 0.718
2023-07-29 14:43:11,149 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.947, mIoU: 0.718
2023-07-29 14:43:11,266 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-29 14:43:11,380 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-29 14:43:11,492 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-29 14:43:11,603 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-29 14:43:11,719 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-29 14:43:11,839 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-29 14:43:11,954 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-29 14:43:12,068 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-29 14:43:12,182 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-29 14:43:12,297 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-29 14:43:12,410 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-29 14:43:12,519 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-29 14:43:12,628 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-29 14:43:12,741 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-29 14:43:12,856 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-29 14:43:12,973 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-29 14:43:13,088 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-29 14:43:13,203 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-29 14:43:13,316 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-29 14:43:13,422 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-29 14:43:13,529 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-29 14:43:13,634 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-29 14:43:13,741 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-29 14:43:13,845 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-29 14:43:13,955 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-29 14:43:14,069 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-29 14:43:14,182 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.948, mIoU: 0.720
2023-07-29 14:43:14,301 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.948, mIoU: 0.720
2023-07-29 14:43:14,416 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.948, mIoU: 0.720
2023-07-29 14:43:14,532 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.948, mIoU: 0.720
2023-07-29 14:43:14,649 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.948, mIoU: 0.721
2023-07-29 14:43:14,764 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-29 14:43:14,874 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-29 14:43:14,984 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-29 14:43:15,096 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-29 14:43:15,210 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-29 14:43:15,328 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-29 14:43:15,445 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-29 14:43:15,559 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-29 14:43:15,674 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-29 14:43:15,786 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-29 14:43:15,895 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-29 14:43:16,009 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-29 14:43:16,125 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-29 14:43:16,240 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-29 14:43:16,355 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-29 14:43:16,466 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-29 14:43:16,581 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-29 14:43:16,692 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-29 14:43:16,803 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-29 14:43:16,912 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-29 14:43:17,017 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-29 14:43:17,120 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-29 14:43:17,223 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-29 14:43:17,327 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-29 14:43:17,432 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-29 14:43:17,537 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-29 14:43:17,643 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-29 14:43:17,749 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-29 14:43:17,862 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-29 14:43:17,980 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-29 14:43:18,100 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-29 14:43:18,220 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-29 14:43:18,336 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-29 14:43:18,453 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-29 14:43:18,568 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-29 14:43:18,685 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-29 14:43:52,914 semantic_segmentation INFO: Iters: 52810/150000 || Lr: 0.013534 || Task Loss: 0.3146 || KD Loss: 0.1078|| 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: 2 days, 1:00:59 || Estimated Time: 3 days, 18:12:29
2023-07-29 14:44:26,834 semantic_segmentation INFO: Iters: 52820/150000 || Lr: 0.013532 || Task Loss: 0.1930 || KD Loss: 0.0454|| 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, 1:01:33 || Estimated Time: 3 days, 18:11:56
2023-07-29 14:45:00,873 semantic_segmentation INFO: Iters: 52830/150000 || Lr: 0.013531 || Task Loss: 0.3253 || KD Loss: 0.0914|| 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, 1:02:07 || Estimated Time: 3 days, 18:11:24
2023-07-29 14:45:34,750 semantic_segmentation INFO: Iters: 52840/150000 || Lr: 0.013530 || Task Loss: 0.1989 || KD Loss: 0.0584|| 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, 1:02:41 || Estimated Time: 3 days, 18:10:51
2023-07-29 14:46:08,746 semantic_segmentation INFO: Iters: 52850/150000 || Lr: 0.013529 || Task Loss: 0.1867 || KD Loss: 0.0561|| 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: 2 days, 1:03:15 || Estimated Time: 3 days, 18:10:19
2023-07-29 14:46:42,719 semantic_segmentation INFO: Iters: 52860/150000 || Lr: 0.013527 || Task Loss: 0.1995 || KD Loss: 0.0591|| 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: 2 days, 1:03:49 || Estimated Time: 3 days, 18:09:47
2023-07-29 14:47:20,231 semantic_segmentation INFO: Iters: 52870/150000 || Lr: 0.013526 || Task Loss: 0.2244 || KD Loss: 0.0745|| 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: 2 days, 1:04:27 || Estimated Time: 3 days, 18:09:21
2023-07-29 14:47:54,238 semantic_segmentation INFO: Iters: 52880/150000 || Lr: 0.013525 || Task Loss: 0.1631 || KD Loss: 0.0395|| 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: 2 days, 1:05:01 || Estimated Time: 3 days, 18:08:48
2023-07-29 14:48:28,132 semantic_segmentation INFO: Iters: 52890/150000 || Lr: 0.013524 || Task Loss: 0.3228 || KD Loss: 0.0698|| 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: 2 days, 1:05:34 || Estimated Time: 3 days, 18:08:16
2023-07-29 14:49:02,144 semantic_segmentation INFO: Iters: 52900/150000 || Lr: 0.013522 || Task Loss: 0.1975 || KD Loss: 0.0597|| 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: 2 days, 1:06:08 || Estimated Time: 3 days, 18:07:44
2023-07-29 14:49:36,169 semantic_segmentation INFO: Iters: 52910/150000 || Lr: 0.013521 || Task Loss: 0.1397 || KD Loss: 0.0413|| 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, 1:06:43 || Estimated Time: 3 days, 18:07:11
2023-07-29 14:50:10,167 semantic_segmentation INFO: Iters: 52920/150000 || Lr: 0.013520 || Task Loss: 0.1839 || KD Loss: 0.0445|| 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, 1:07:17 || Estimated Time: 3 days, 18:06:39
2023-07-29 14:50:44,234 semantic_segmentation INFO: Iters: 52930/150000 || Lr: 0.013518 || Task Loss: 0.2373 || KD Loss: 0.0835|| 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: 2 days, 1:07:51 || Estimated Time: 3 days, 18:06:07
2023-07-29 14:51:18,190 semantic_segmentation INFO: Iters: 52940/150000 || Lr: 0.013517 || Task Loss: 0.2852 || KD Loss: 0.0976|| 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: 2 days, 1:08:25 || Estimated Time: 3 days, 18:05:34
2023-07-29 14:51:52,078 semantic_segmentation INFO: Iters: 52950/150000 || Lr: 0.013516 || Task Loss: 0.2372 || KD Loss: 0.0616|| 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: 2 days, 1:08:58 || Estimated Time: 3 days, 18:05:02
2023-07-29 14:52:26,138 semantic_segmentation INFO: Iters: 52960/150000 || Lr: 0.013515 || Task Loss: 0.2504 || KD Loss: 0.0543|| 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: 2 days, 1:09:32 || Estimated Time: 3 days, 18:04:30
2023-07-29 14:53:00,170 semantic_segmentation INFO: Iters: 52970/150000 || Lr: 0.013513 || Task Loss: 0.2117 || KD Loss: 0.0451|| 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: 2 days, 1:10:07 || Estimated Time: 3 days, 18:03:57
2023-07-29 14:53:34,140 semantic_segmentation INFO: Iters: 52980/150000 || Lr: 0.013512 || Task Loss: 0.2802 || KD Loss: 0.1038|| 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, 1:10:40 || Estimated Time: 3 days, 18:03:25
2023-07-29 14:54:08,049 semantic_segmentation INFO: Iters: 52990/150000 || Lr: 0.013511 || Task Loss: 0.1638 || KD Loss: 0.0444|| 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, 1:11:14 || Estimated Time: 3 days, 18:02:52
2023-07-29 14:54:42,027 semantic_segmentation INFO: Iters: 53000/150000 || Lr: 0.013510 || Task Loss: 0.2275 || KD Loss: 0.0865|| 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, 1:11:48 || Estimated Time: 3 days, 18:02:20
2023-07-29 14:55:16,030 semantic_segmentation INFO: Iters: 53010/150000 || Lr: 0.013508 || Task Loss: 0.2506 || KD Loss: 0.0670|| 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, 1:12:22 || Estimated Time: 3 days, 18:01:48
2023-07-29 14:55:50,062 semantic_segmentation INFO: Iters: 53020/150000 || Lr: 0.013507 || Task Loss: 0.1577 || KD Loss: 0.0744|| 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: 2 days, 1:12:56 || Estimated Time: 3 days, 18:01:15
2023-07-29 14:56:24,045 semantic_segmentation INFO: Iters: 53030/150000 || Lr: 0.013506 || Task Loss: 0.1765 || KD Loss: 0.0556|| 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: 2 days, 1:13:30 || Estimated Time: 3 days, 18:00:43
2023-07-29 14:56:58,029 semantic_segmentation INFO: Iters: 53040/150000 || Lr: 0.013505 || Task Loss: 0.1804 || KD Loss: 0.0647|| 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: 2 days, 1:14:04 || Estimated Time: 3 days, 18:00:11
2023-07-29 14:57:32,014 semantic_segmentation INFO: Iters: 53050/150000 || Lr: 0.013503 || Task Loss: 0.3226 || KD Loss: 0.0898|| 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: 2 days, 1:14:38 || Estimated Time: 3 days, 17:59:38
2023-07-29 14:58:06,015 semantic_segmentation INFO: Iters: 53060/150000 || Lr: 0.013502 || Task Loss: 0.2637 || KD Loss: 0.0721|| 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: 2 days, 1:15:12 || Estimated Time: 3 days, 17:59:06
2023-07-29 14:58:40,083 semantic_segmentation INFO: Iters: 53070/150000 || Lr: 0.013501 || Task Loss: 0.2395 || KD Loss: 0.0595|| 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: 2 days, 1:15:46 || Estimated Time: 3 days, 17:58:34
2023-07-29 14:59:14,099 semantic_segmentation INFO: Iters: 53080/150000 || Lr: 0.013500 || Task Loss: 0.1985 || KD Loss: 0.0720|| 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: 2 days, 1:16:20 || Estimated Time: 3 days, 17:58:01
2023-07-29 14:59:48,039 semantic_segmentation INFO: Iters: 53090/150000 || Lr: 0.013498 || Task Loss: 0.1354 || KD Loss: 0.0339|| 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: 2 days, 1:16:54 || Estimated Time: 3 days, 17:57:29
2023-07-29 15:00:21,983 semantic_segmentation INFO: Iters: 53100/150000 || Lr: 0.013497 || Task Loss: 0.1870 || KD Loss: 0.0460|| 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: 2 days, 1:17:28 || Estimated Time: 3 days, 17:56:56
2023-07-29 15:00:55,999 semantic_segmentation INFO: Iters: 53110/150000 || Lr: 0.013496 || Task Loss: 0.1340 || KD Loss: 0.0416|| 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: 2 days, 1:18:02 || Estimated Time: 3 days, 17:56:24
2023-07-29 15:01:29,961 semantic_segmentation INFO: Iters: 53120/150000 || Lr: 0.013495 || Task Loss: 0.2353 || KD Loss: 0.0661|| 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: 2 days, 1:18:36 || Estimated Time: 3 days, 17:55:52
2023-07-29 15:02:03,980 semantic_segmentation INFO: Iters: 53130/150000 || Lr: 0.013493 || Task Loss: 0.1717 || KD Loss: 0.0458|| 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, 1:19:10 || Estimated Time: 3 days, 17:55:19
2023-07-29 15:02:37,982 semantic_segmentation INFO: Iters: 53140/150000 || Lr: 0.013492 || Task Loss: 0.1918 || KD Loss: 0.0469|| 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, 1:19:44 || Estimated Time: 3 days, 17:54:47
2023-07-29 15:03:11,980 semantic_segmentation INFO: Iters: 53150/150000 || Lr: 0.013491 || Task Loss: 0.2344 || KD Loss: 0.0670|| 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: 2 days, 1:20:18 || Estimated Time: 3 days, 17:54:15
2023-07-29 15:03:45,997 semantic_segmentation INFO: Iters: 53160/150000 || Lr: 0.013490 || Task Loss: 0.2184 || KD Loss: 0.0494|| 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: 2 days, 1:20:52 || Estimated Time: 3 days, 17:53:42
2023-07-29 15:04:19,956 semantic_segmentation INFO: Iters: 53170/150000 || Lr: 0.013488 || Task Loss: 0.2537 || KD Loss: 0.0520|| 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: 2 days, 1:21:26 || Estimated Time: 3 days, 17:53:10
2023-07-29 15:04:54,074 semantic_segmentation INFO: Iters: 53180/150000 || Lr: 0.013487 || Task Loss: 0.2533 || KD Loss: 0.0593|| 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: 2 days, 1:22:00 || Estimated Time: 3 days, 17:52:38
2023-07-29 15:05:28,145 semantic_segmentation INFO: Iters: 53190/150000 || Lr: 0.013486 || Task Loss: 0.2191 || KD Loss: 0.0697|| 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: 2 days, 1:22:35 || Estimated Time: 3 days, 17:52:05
2023-07-29 15:06:02,177 semantic_segmentation INFO: Iters: 53200/150000 || Lr: 0.013485 || Task Loss: 0.3191 || KD Loss: 0.0787|| 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: 2 days, 1:23:09 || Estimated Time: 3 days, 17:51:33
2023-07-29 15:06:36,179 semantic_segmentation INFO: Iters: 53210/150000 || Lr: 0.013483 || Task Loss: 0.2606 || KD Loss: 0.0588|| 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, 1:23:43 || Estimated Time: 3 days, 17:51:01
2023-07-29 15:07:10,163 semantic_segmentation INFO: Iters: 53220/150000 || Lr: 0.013482 || Task Loss: 0.2690 || KD Loss: 0.0603|| 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: 2 days, 1:24:17 || Estimated Time: 3 days, 17:50:28
2023-07-29 15:07:44,335 semantic_segmentation INFO: Iters: 53230/150000 || Lr: 0.013481 || Task Loss: 0.2896 || KD Loss: 0.0652|| 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: 2 days, 1:24:51 || Estimated Time: 3 days, 17:49:56
2023-07-29 15:08:18,422 semantic_segmentation INFO: Iters: 53240/150000 || Lr: 0.013480 || Task Loss: 0.2137 || KD Loss: 0.0773|| 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, 1:25:25 || Estimated Time: 3 days, 17:49:24
2023-07-29 15:08:52,353 semantic_segmentation INFO: Iters: 53250/150000 || Lr: 0.013478 || Task Loss: 0.2402 || KD Loss: 0.0666|| 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, 1:25:59 || Estimated Time: 3 days, 17:48:52
2023-07-29 15:09:26,509 semantic_segmentation INFO: Iters: 53260/150000 || Lr: 0.013477 || Task Loss: 0.2267 || KD Loss: 0.0661|| 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: 2 days, 1:26:33 || Estimated Time: 3 days, 17:48:20
2023-07-29 15:10:00,487 semantic_segmentation INFO: Iters: 53270/150000 || Lr: 0.013476 || Task Loss: 0.2778 || KD Loss: 0.0631|| 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, 1:27:07 || Estimated Time: 3 days, 17:47:47
2023-07-29 15:10:34,546 semantic_segmentation INFO: Iters: 53280/150000 || Lr: 0.013475 || Task Loss: 0.2468 || KD Loss: 0.0562|| 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: 2 days, 1:27:41 || Estimated Time: 3 days, 17:47:15
2023-07-29 15:11:08,551 semantic_segmentation INFO: Iters: 53290/150000 || Lr: 0.013473 || Task Loss: 0.2244 || KD Loss: 0.0522|| 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, 1:28:15 || Estimated Time: 3 days, 17:46:43
2023-07-29 15:11:42,625 semantic_segmentation INFO: Iters: 53300/150000 || Lr: 0.013472 || Task Loss: 0.2641 || KD Loss: 0.0568|| 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: 2 days, 1:28:49 || Estimated Time: 3 days, 17:46:10
2023-07-29 15:12:16,760 semantic_segmentation INFO: Iters: 53310/150000 || Lr: 0.013471 || Task Loss: 0.1986 || KD Loss: 0.0517|| 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, 1:29:23 || Estimated Time: 3 days, 17:45:38
2023-07-29 15:12:54,491 semantic_segmentation INFO: Iters: 53320/150000 || Lr: 0.013470 || Task Loss: 0.1607 || KD Loss: 0.0445|| 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: 2 days, 1:30:01 || Estimated Time: 3 days, 17:45:13
2023-07-29 15:13:28,655 semantic_segmentation INFO: Iters: 53330/150000 || Lr: 0.013468 || Task Loss: 0.2268 || KD Loss: 0.0778|| 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: 2 days, 1:30:35 || Estimated Time: 3 days, 17:44:41
2023-07-29 15:14:02,712 semantic_segmentation INFO: Iters: 53340/150000 || Lr: 0.013467 || Task Loss: 0.2405 || KD Loss: 0.0628|| 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: 2 days, 1:31:09 || Estimated Time: 3 days, 17:44:08
2023-07-29 15:14:36,748 semantic_segmentation INFO: Iters: 53350/150000 || Lr: 0.013466 || Task Loss: 0.1528 || KD Loss: 0.0475|| 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: 2 days, 1:31:43 || Estimated Time: 3 days, 17:43:36
2023-07-29 15:15:10,781 semantic_segmentation INFO: Iters: 53360/150000 || Lr: 0.013465 || Task Loss: 0.1211 || KD Loss: 0.0632|| 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, 1:32:17 || Estimated Time: 3 days, 17:43:04
2023-07-29 15:15:44,830 semantic_segmentation INFO: Iters: 53370/150000 || Lr: 0.013463 || Task Loss: 0.1940 || KD Loss: 0.0467|| 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, 1:32:51 || Estimated Time: 3 days, 17:42:31
2023-07-29 15:16:18,879 semantic_segmentation INFO: Iters: 53380/150000 || Lr: 0.013462 || Task Loss: 0.3010 || KD Loss: 0.0822|| 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: 2 days, 1:33:25 || Estimated Time: 3 days, 17:41:59
2023-07-29 15:16:52,928 semantic_segmentation INFO: Iters: 53390/150000 || Lr: 0.013461 || Task Loss: 0.2937 || KD Loss: 0.0987|| 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: 2 days, 1:33:59 || Estimated Time: 3 days, 17:41:27
2023-07-29 15:17:27,016 semantic_segmentation INFO: Iters: 53400/150000 || Lr: 0.013460 || Task Loss: 0.4245 || KD Loss: 0.1259|| 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: 2 days, 1:34:33 || Estimated Time: 3 days, 17:40:55
2023-07-29 15:18:01,246 semantic_segmentation INFO: Iters: 53410/150000 || Lr: 0.013458 || Task Loss: 0.2328 || KD Loss: 0.0734|| 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: 2 days, 1:35:08 || Estimated Time: 3 days, 17:40:23
2023-07-29 15:18:35,403 semantic_segmentation INFO: Iters: 53420/150000 || Lr: 0.013457 || Task Loss: 0.2198 || KD Loss: 0.0438|| 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: 2 days, 1:35:42 || Estimated Time: 3 days, 17:39:50
2023-07-29 15:19:09,573 semantic_segmentation INFO: Iters: 53430/150000 || Lr: 0.013456 || Task Loss: 0.2350 || KD Loss: 0.0763|| 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: 2 days, 1:36:16 || Estimated Time: 3 days, 17:39:18
2023-07-29 15:19:43,599 semantic_segmentation INFO: Iters: 53440/150000 || Lr: 0.013455 || Task Loss: 0.2193 || KD Loss: 0.0507|| 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: 2 days, 1:36:50 || Estimated Time: 3 days, 17:38:46
2023-07-29 15:20:17,629 semantic_segmentation INFO: Iters: 53450/150000 || Lr: 0.013453 || Task Loss: 0.1938 || KD Loss: 0.0590|| 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: 2 days, 1:37:24 || Estimated Time: 3 days, 17:38:14
2023-07-29 15:20:51,751 semantic_segmentation INFO: Iters: 53460/150000 || Lr: 0.013452 || Task Loss: 0.3308 || KD Loss: 0.0746|| 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: 2 days, 1:37:58 || Estimated Time: 3 days, 17:37:42
2023-07-29 15:21:25,969 semantic_segmentation INFO: Iters: 53470/150000 || Lr: 0.013451 || Task Loss: 0.2183 || KD Loss: 0.0819|| 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: 2 days, 1:38:32 || Estimated Time: 3 days, 17:37:10
2023-07-29 15:21:59,979 semantic_segmentation INFO: Iters: 53480/150000 || Lr: 0.013450 || Task Loss: 0.1711 || KD Loss: 0.0429|| 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: 2 days, 1:39:06 || Estimated Time: 3 days, 17:36:37
2023-07-29 15:22:33,991 semantic_segmentation INFO: Iters: 53490/150000 || Lr: 0.013448 || Task Loss: 0.2506 || KD Loss: 0.0557|| 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: 2 days, 1:39:40 || Estimated Time: 3 days, 17:36:05
2023-07-29 15:23:08,132 semantic_segmentation INFO: Iters: 53500/150000 || Lr: 0.013447 || Task Loss: 0.1759 || KD Loss: 0.0442|| 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: 2 days, 1:40:14 || Estimated Time: 3 days, 17:35:33
2023-07-29 15:23:42,179 semantic_segmentation INFO: Iters: 53510/150000 || Lr: 0.013446 || Task Loss: 0.1660 || KD Loss: 0.0459|| 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, 1:40:49 || Estimated Time: 3 days, 17:35:00
2023-07-29 15:24:16,240 semantic_segmentation INFO: Iters: 53520/150000 || Lr: 0.013445 || Task Loss: 0.2066 || KD Loss: 0.0418|| 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: 2 days, 1:41:23 || Estimated Time: 3 days, 17:34:28
2023-07-29 15:24:50,410 semantic_segmentation INFO: Iters: 53530/150000 || Lr: 0.013443 || Task Loss: 0.2777 || KD Loss: 0.0730|| 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: 2 days, 1:41:57 || Estimated Time: 3 days, 17:33:56
2023-07-29 15:25:24,432 semantic_segmentation INFO: Iters: 53540/150000 || Lr: 0.013442 || Task Loss: 0.2505 || KD Loss: 0.0539|| 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: 2 days, 1:42:31 || Estimated Time: 3 days, 17:33:24
2023-07-29 15:25:58,527 semantic_segmentation INFO: Iters: 53550/150000 || Lr: 0.013441 || Task Loss: 0.2050 || KD Loss: 0.0466|| 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: 2 days, 1:43:05 || Estimated Time: 3 days, 17:32:52
2023-07-29 15:26:32,707 semantic_segmentation INFO: Iters: 53560/150000 || Lr: 0.013440 || Task Loss: 0.1878 || KD Loss: 0.0634|| 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: 2 days, 1:43:39 || Estimated Time: 3 days, 17:32:19
2023-07-29 15:27:06,787 semantic_segmentation INFO: Iters: 53570/150000 || Lr: 0.013438 || Task Loss: 0.1386 || KD Loss: 0.0359|| 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, 1:44:13 || Estimated Time: 3 days, 17:31:47
2023-07-29 15:27:40,858 semantic_segmentation INFO: Iters: 53580/150000 || Lr: 0.013437 || Task Loss: 0.2535 || KD Loss: 0.0686|| 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: 2 days, 1:44:47 || Estimated Time: 3 days, 17:31:15
2023-07-29 15:28:14,964 semantic_segmentation INFO: Iters: 53590/150000 || Lr: 0.013436 || Task Loss: 0.2112 || KD Loss: 0.0587|| 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, 1:45:21 || Estimated Time: 3 days, 17:30:43
2023-07-29 15:28:49,107 semantic_segmentation INFO: Iters: 53600/150000 || Lr: 0.013434 || Task Loss: 0.1734 || KD Loss: 0.0613|| 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, 1:45:55 || Estimated Time: 3 days, 17:30:11
2023-07-29 15:28:49,175 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 15:28:50,090 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.968, mIoU: 0.405
2023-07-29 15:28:50,223 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.492
2023-07-29 15:28:50,335 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.504
2023-07-29 15:28:50,451 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.530
2023-07-29 15:28:50,563 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.524
2023-07-29 15:28:50,675 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.527
2023-07-29 15:28:50,791 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.559
2023-07-29 15:28:50,904 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.607
2023-07-29 15:28:51,015 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.657
2023-07-29 15:28:51,126 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.705
2023-07-29 15:28:51,238 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.716
2023-07-29 15:28:51,347 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.726
2023-07-29 15:28:51,457 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.730
2023-07-29 15:28:51,562 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.958, mIoU: 0.712
2023-07-29 15:28:51,668 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.955, mIoU: 0.690
2023-07-29 15:28:51,772 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.952, mIoU: 0.681
2023-07-29 15:28:51,879 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.952, mIoU: 0.682
2023-07-29 15:28:51,983 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.683
2023-07-29 15:28:52,090 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.951, mIoU: 0.690
2023-07-29 15:28:52,200 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.696
2023-07-29 15:28:52,314 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.696
2023-07-29 15:28:52,431 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-29 15:28:52,543 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.718
2023-07-29 15:28:52,655 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-29 15:28:52,771 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-29 15:28:52,889 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-29 15:28:53,003 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-29 15:28:53,116 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-29 15:28:53,226 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-29 15:28:53,341 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-29 15:28:53,457 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-29 15:28:53,572 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.944, mIoU: 0.707
2023-07-29 15:28:53,688 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.945, mIoU: 0.710
2023-07-29 15:28:53,801 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.945, mIoU: 0.709
2023-07-29 15:28:53,916 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.944, mIoU: 0.709
2023-07-29 15:28:54,025 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.945, mIoU: 0.708
2023-07-29 15:28:54,131 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.945, mIoU: 0.705
2023-07-29 15:28:54,237 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.943, mIoU: 0.704
2023-07-29 15:28:54,350 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.943, mIoU: 0.700
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2023-07-29 15:28:55,052 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.946, mIoU: 0.701
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2023-07-29 15:28:56,215 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.718
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2023-07-29 15:28:57,021 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.945, mIoU: 0.732
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2023-07-29 15:29:39,552 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-29 15:29:39,671 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 15:29:39,791 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 15:29:39,905 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 15:29:40,020 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 15:29:40,135 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 15:29:40,255 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 15:29:40,368 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 15:29:40,482 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 15:29:40,595 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 15:29:40,706 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 15:29:40,816 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 15:29:40,922 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 15:29:41,029 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 15:29:41,136 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 15:29:41,241 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 15:29:41,348 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 15:29:41,455 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 15:29:41,569 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 15:29:41,686 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-29 15:29:41,807 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 15:29:41,924 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 15:29:42,038 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 15:29:42,150 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 15:29:42,260 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 15:29:42,372 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 15:29:42,489 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 15:29:42,606 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 15:29:42,722 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 15:29:42,838 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 15:29:42,953 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 15:29:43,073 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 15:29:43,179 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 15:29:43,291 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 15:29:43,410 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 15:29:43,526 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.949, mIoU: 0.728
2023-07-29 15:29:43,646 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.949, mIoU: 0.728
2023-07-29 15:29:43,764 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.949, mIoU: 0.728
2023-07-29 15:29:43,882 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.949, mIoU: 0.728
2023-07-29 15:29:43,998 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 15:29:44,114 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 15:29:44,230 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 15:29:44,347 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 15:29:44,464 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 15:29:44,579 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 15:29:44,698 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 15:29:44,814 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 15:29:44,928 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 15:29:45,040 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 15:29:45,157 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 15:29:45,274 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 15:29:45,390 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 15:29:45,504 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 15:29:45,617 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 15:29:45,728 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 15:29:45,834 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 15:29:45,941 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 15:29:46,046 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 15:29:46,149 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 15:29:46,252 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 15:29:46,355 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.950, mIoU: 0.729
2023-07-29 15:29:46,463 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.950, mIoU: 0.729
2023-07-29 15:29:46,568 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.950, mIoU: 0.729
2023-07-29 15:29:46,676 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.950, mIoU: 0.729
2023-07-29 15:29:46,788 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.950, mIoU: 0.729
2023-07-29 15:29:46,905 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-29 15:29:47,024 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-29 15:29:47,142 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-29 15:29:47,265 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-29 15:29:47,381 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-29 15:29:47,495 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-29 15:29:47,614 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-29 15:29:47,736 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-29 15:29:47,851 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-29 15:30:22,299 semantic_segmentation INFO: Iters: 53610/150000 || Lr: 0.013433 || Task Loss: 0.2167 || KD Loss: 0.0545|| 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: 2 days, 1:47:29 || Estimated Time: 3 days, 17:31:25
2023-07-29 15:30:56,453 semantic_segmentation INFO: Iters: 53620/150000 || Lr: 0.013432 || Task Loss: 0.1997 || KD Loss: 0.0620|| 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: 2 days, 1:48:03 || Estimated Time: 3 days, 17:30:53
2023-07-29 15:31:30,695 semantic_segmentation INFO: Iters: 53630/150000 || Lr: 0.013431 || Task Loss: 0.2198 || KD Loss: 0.0681|| 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, 1:48:37 || Estimated Time: 3 days, 17:30:21
2023-07-29 15:32:04,753 semantic_segmentation INFO: Iters: 53640/150000 || Lr: 0.013429 || Task Loss: 0.2443 || KD Loss: 0.0753|| 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, 1:49:11 || Estimated Time: 3 days, 17:29:48
2023-07-29 15:32:38,884 semantic_segmentation INFO: Iters: 53650/150000 || Lr: 0.013428 || Task Loss: 0.2016 || KD Loss: 0.0541|| 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, 1:49:45 || Estimated Time: 3 days, 17:29:16
2023-07-29 15:33:13,082 semantic_segmentation INFO: Iters: 53660/150000 || Lr: 0.013427 || Task Loss: 0.4517 || KD Loss: 0.2708|| 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: 2 days, 1:50:19 || Estimated Time: 3 days, 17:28:44
2023-07-29 15:33:47,159 semantic_segmentation INFO: Iters: 53670/150000 || Lr: 0.013426 || Task Loss: 0.1711 || KD Loss: 0.0438|| 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: 2 days, 1:50:54 || Estimated Time: 3 days, 17:28:12
2023-07-29 15:34:21,442 semantic_segmentation INFO: Iters: 53680/150000 || Lr: 0.013424 || Task Loss: 0.2342 || KD Loss: 0.0821|| 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, 1:51:28 || Estimated Time: 3 days, 17:27:40
2023-07-29 15:34:55,555 semantic_segmentation INFO: Iters: 53690/150000 || Lr: 0.013423 || Task Loss: 0.2540 || KD Loss: 0.0709|| 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: 2 days, 1:52:02 || Estimated Time: 3 days, 17:27:08
2023-07-29 15:35:29,633 semantic_segmentation INFO: Iters: 53700/150000 || Lr: 0.013422 || Task Loss: 0.2183 || KD Loss: 0.0702|| 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, 1:52:36 || Estimated Time: 3 days, 17:26:35
2023-07-29 15:36:03,826 semantic_segmentation INFO: Iters: 53710/150000 || Lr: 0.013421 || Task Loss: 0.2264 || KD Loss: 0.0592|| 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, 1:53:10 || Estimated Time: 3 days, 17:26:03
2023-07-29 15:36:37,972 semantic_segmentation INFO: Iters: 53720/150000 || Lr: 0.013419 || Task Loss: 0.1946 || KD Loss: 0.0638|| 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, 1:53:44 || Estimated Time: 3 days, 17:25:31
2023-07-29 15:37:12,099 semantic_segmentation INFO: Iters: 53730/150000 || Lr: 0.013418 || Task Loss: 0.1779 || KD Loss: 0.0524|| 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, 1:54:18 || Estimated Time: 3 days, 17:24:59
2023-07-29 15:37:46,269 semantic_segmentation INFO: Iters: 53740/150000 || Lr: 0.013417 || Task Loss: 0.2151 || KD Loss: 0.0485|| 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, 1:54:53 || Estimated Time: 3 days, 17:24:27
2023-07-29 15:38:21,911 semantic_segmentation INFO: Iters: 53750/150000 || Lr: 0.013416 || Task Loss: 0.2010 || KD Loss: 0.0446|| 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: 2 days, 1:55:28 || Estimated Time: 3 days, 17:23:57
2023-07-29 15:38:58,060 semantic_segmentation INFO: Iters: 53760/150000 || Lr: 0.013414 || Task Loss: 0.2074 || KD Loss: 0.0522|| 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: 2 days, 1:56:04 || Estimated Time: 3 days, 17:23:29
2023-07-29 15:39:32,219 semantic_segmentation INFO: Iters: 53770/150000 || Lr: 0.013413 || Task Loss: 0.2683 || KD Loss: 0.0847|| 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: 2 days, 1:56:39 || Estimated Time: 3 days, 17:22:56
2023-07-29 15:40:06,374 semantic_segmentation INFO: Iters: 53780/150000 || Lr: 0.013412 || Task Loss: 0.1832 || KD Loss: 0.0456|| 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: 2 days, 1:57:13 || Estimated Time: 3 days, 17:22:24
2023-07-29 15:40:40,448 semantic_segmentation INFO: Iters: 53790/150000 || Lr: 0.013411 || Task Loss: 0.2618 || KD Loss: 0.0963|| 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, 1:57:47 || Estimated Time: 3 days, 17:21:52
2023-07-29 15:41:14,528 semantic_segmentation INFO: Iters: 53800/150000 || Lr: 0.013409 || Task Loss: 0.2009 || KD Loss: 0.0451|| 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: 2 days, 1:58:21 || Estimated Time: 3 days, 17:21:20
2023-07-29 15:41:48,768 semantic_segmentation INFO: Iters: 53810/150000 || Lr: 0.013408 || Task Loss: 0.2080 || KD Loss: 0.0614|| 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, 1:58:55 || Estimated Time: 3 days, 17:20:48
2023-07-29 15:42:22,857 semantic_segmentation INFO: Iters: 53820/150000 || Lr: 0.013407 || Task Loss: 0.2138 || KD Loss: 0.0604|| 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: 2 days, 1:59:29 || Estimated Time: 3 days, 17:20:16
2023-07-29 15:42:57,112 semantic_segmentation INFO: Iters: 53830/150000 || Lr: 0.013406 || Task Loss: 0.1568 || KD Loss: 0.0323|| 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: 2 days, 2:00:03 || Estimated Time: 3 days, 17:19:43
2023-07-29 15:43:31,197 semantic_segmentation INFO: Iters: 53840/150000 || Lr: 0.013404 || Task Loss: 0.1851 || KD Loss: 0.0689|| 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: 2 days, 2:00:38 || Estimated Time: 3 days, 17:19:11
2023-07-29 15:44:05,420 semantic_segmentation INFO: Iters: 53850/150000 || Lr: 0.013403 || Task Loss: 0.2215 || KD Loss: 0.0550|| 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: 2 days, 2:01:12 || Estimated Time: 3 days, 17:18:39
2023-07-29 15:44:39,431 semantic_segmentation INFO: Iters: 53860/150000 || Lr: 0.013402 || Task Loss: 0.2387 || KD Loss: 0.0772|| 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: 2 days, 2:01:46 || Estimated Time: 3 days, 17:18:07
2023-07-29 15:45:13,535 semantic_segmentation INFO: Iters: 53870/150000 || Lr: 0.013401 || Task Loss: 0.1858 || KD Loss: 0.0473|| 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: 2 days, 2:02:20 || Estimated Time: 3 days, 17:17:34
2023-07-29 15:45:47,685 semantic_segmentation INFO: Iters: 53880/150000 || Lr: 0.013399 || Task Loss: 0.1781 || KD Loss: 0.0575|| 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: 2 days, 2:02:54 || Estimated Time: 3 days, 17:17:02
2023-07-29 15:46:21,844 semantic_segmentation INFO: Iters: 53890/150000 || Lr: 0.013398 || Task Loss: 0.2045 || KD Loss: 0.0502|| 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, 2:03:28 || Estimated Time: 3 days, 17:16:30
2023-07-29 15:46:55,913 semantic_segmentation INFO: Iters: 53900/150000 || Lr: 0.013397 || Task Loss: 0.2025 || KD Loss: 0.0475|| 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: 2 days, 2:04:02 || Estimated Time: 3 days, 17:15:58
2023-07-29 15:47:30,064 semantic_segmentation INFO: Iters: 53910/150000 || Lr: 0.013396 || Task Loss: 0.2482 || KD Loss: 0.0791|| 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, 2:04:36 || Estimated Time: 3 days, 17:15:26
2023-07-29 15:48:04,380 semantic_segmentation INFO: Iters: 53920/150000 || Lr: 0.013394 || Task Loss: 0.2145 || KD Loss: 0.0739|| 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: 2 days, 2:05:11 || Estimated Time: 3 days, 17:14:54
2023-07-29 15:48:38,470 semantic_segmentation INFO: Iters: 53930/150000 || Lr: 0.013393 || Task Loss: 0.2719 || 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: 2 days, 2:05:45 || Estimated Time: 3 days, 17:14:22
2023-07-29 15:49:12,586 semantic_segmentation INFO: Iters: 53940/150000 || Lr: 0.013392 || Task Loss: 0.1702 || KD Loss: 0.0795|| 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, 2:06:19 || Estimated Time: 3 days, 17:13:49
2023-07-29 15:49:46,634 semantic_segmentation INFO: Iters: 53950/150000 || Lr: 0.013391 || Task Loss: 0.2287 || KD Loss: 0.0680|| 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: 2 days, 2:06:53 || Estimated Time: 3 days, 17:13:17
2023-07-29 15:50:20,858 semantic_segmentation INFO: Iters: 53960/150000 || Lr: 0.013389 || Task Loss: 0.1962 || KD Loss: 0.0399|| 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, 2:07:27 || Estimated Time: 3 days, 17:12:45
2023-07-29 15:50:55,198 semantic_segmentation INFO: Iters: 53970/150000 || Lr: 0.013388 || Task Loss: 0.2473 || KD Loss: 0.0572|| 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: 2 days, 2:08:02 || Estimated Time: 3 days, 17:12:13
2023-07-29 15:51:29,412 semantic_segmentation INFO: Iters: 53980/150000 || Lr: 0.013387 || Task Loss: 0.1638 || KD Loss: 0.0494|| 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: 2 days, 2:08:36 || Estimated Time: 3 days, 17:11:41
2023-07-29 15:52:03,679 semantic_segmentation INFO: Iters: 53990/150000 || Lr: 0.013386 || Task Loss: 0.2346 || KD Loss: 0.0559|| 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: 2 days, 2:09:10 || Estimated Time: 3 days, 17:11:09
2023-07-29 15:52:37,805 semantic_segmentation INFO: Iters: 54000/150000 || Lr: 0.013384 || Task Loss: 0.2120 || KD Loss: 0.0523|| 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: 2 days, 2:09:44 || Estimated Time: 3 days, 17:10:37
2023-07-29 15:53:11,959 semantic_segmentation INFO: Iters: 54010/150000 || Lr: 0.013383 || Task Loss: 0.1795 || KD Loss: 0.0617|| 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: 2 days, 2:10:18 || Estimated Time: 3 days, 17:10:05
2023-07-29 15:53:46,201 semantic_segmentation INFO: Iters: 54020/150000 || Lr: 0.013382 || Task Loss: 0.1692 || KD Loss: 0.0522|| 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: 2 days, 2:10:53 || Estimated Time: 3 days, 17:09:32
2023-07-29 15:54:20,293 semantic_segmentation INFO: Iters: 54030/150000 || Lr: 0.013381 || Task Loss: 0.1979 || KD Loss: 0.0454|| 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: 2 days, 2:11:27 || Estimated Time: 3 days, 17:09:00
2023-07-29 15:54:54,463 semantic_segmentation INFO: Iters: 54040/150000 || Lr: 0.013379 || Task Loss: 0.2661 || KD Loss: 0.0647|| 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, 2:12:01 || Estimated Time: 3 days, 17:08:28
2023-07-29 15:55:28,501 semantic_segmentation INFO: Iters: 54050/150000 || Lr: 0.013378 || Task Loss: 0.1532 || KD Loss: 0.0400|| 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: 2 days, 2:12:35 || Estimated Time: 3 days, 17:07:56
2023-07-29 15:56:02,729 semantic_segmentation INFO: Iters: 54060/150000 || Lr: 0.013377 || Task Loss: 0.1422 || KD Loss: 0.0311|| 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: 2 days, 2:13:09 || Estimated Time: 3 days, 17:07:24
2023-07-29 15:56:36,918 semantic_segmentation INFO: Iters: 54070/150000 || Lr: 0.013376 || Task Loss: 0.1728 || KD Loss: 0.0693|| 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: 2 days, 2:13:43 || Estimated Time: 3 days, 17:06:52
2023-07-29 15:57:10,981 semantic_segmentation INFO: Iters: 54080/150000 || Lr: 0.013374 || Task Loss: 0.2656 || KD Loss: 0.0925|| 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, 2:14:17 || Estimated Time: 3 days, 17:06:19
2023-07-29 15:57:45,196 semantic_segmentation INFO: Iters: 54090/150000 || Lr: 0.013373 || Task Loss: 0.2046 || KD Loss: 0.0496|| 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: 2 days, 2:14:52 || Estimated Time: 3 days, 17:05:47
2023-07-29 15:58:19,474 semantic_segmentation INFO: Iters: 54100/150000 || Lr: 0.013372 || Task Loss: 0.2573 || KD Loss: 0.0491|| 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: 2 days, 2:15:26 || Estimated Time: 3 days, 17:05:15
2023-07-29 15:58:53,659 semantic_segmentation INFO: Iters: 54110/150000 || Lr: 0.013371 || Task Loss: 0.2191 || KD Loss: 0.0527|| 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: 2 days, 2:16:00 || Estimated Time: 3 days, 17:04:43
2023-07-29 15:59:27,927 semantic_segmentation INFO: Iters: 54120/150000 || Lr: 0.013369 || Task Loss: 0.1261 || KD Loss: 0.0246|| 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, 2:16:34 || Estimated Time: 3 days, 17:04:11
2023-07-29 16:00:02,073 semantic_segmentation INFO: Iters: 54130/150000 || Lr: 0.013368 || Task Loss: 0.1553 || KD Loss: 0.0308|| 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, 2:17:08 || Estimated Time: 3 days, 17:03:39
2023-07-29 16:00:36,188 semantic_segmentation INFO: Iters: 54140/150000 || Lr: 0.013367 || Task Loss: 0.3230 || KD Loss: 0.1040|| 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, 2:17:43 || Estimated Time: 3 days, 17:03:07
2023-07-29 16:01:10,492 semantic_segmentation INFO: Iters: 54150/150000 || Lr: 0.013365 || Task Loss: 0.2832 || KD Loss: 0.0896|| 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: 2 days, 2:18:17 || Estimated Time: 3 days, 17:02:35
2023-07-29 16:01:44,581 semantic_segmentation INFO: Iters: 54160/150000 || Lr: 0.013364 || Task Loss: 0.2884 || KD Loss: 0.0709|| 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: 2 days, 2:18:51 || Estimated Time: 3 days, 17:02:02
2023-07-29 16:02:18,781 semantic_segmentation INFO: Iters: 54170/150000 || Lr: 0.013363 || Task Loss: 0.4569 || KD Loss: 0.1641|| 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: 2 days, 2:19:25 || Estimated Time: 3 days, 17:01:30
2023-07-29 16:02:52,904 semantic_segmentation INFO: Iters: 54180/150000 || Lr: 0.013362 || Task Loss: 0.1743 || KD Loss: 0.0442|| 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, 2:19:59 || Estimated Time: 3 days, 17:00:58
2023-07-29 16:03:27,201 semantic_segmentation INFO: Iters: 54190/150000 || Lr: 0.013360 || Task Loss: 0.2269 || KD Loss: 0.0899|| 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, 2:20:34 || Estimated Time: 3 days, 17:00:26
2023-07-29 16:04:01,397 semantic_segmentation INFO: Iters: 54200/150000 || Lr: 0.013359 || Task Loss: 0.2350 || KD Loss: 0.0533|| 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: 2 days, 2:21:08 || Estimated Time: 3 days, 16:59:54
2023-07-29 16:04:39,184 semantic_segmentation INFO: Iters: 54210/150000 || Lr: 0.013358 || Task Loss: 0.2117 || KD Loss: 0.0665|| 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: 2 days, 2:21:46 || Estimated Time: 3 days, 16:59:28
2023-07-29 16:05:13,348 semantic_segmentation INFO: Iters: 54220/150000 || Lr: 0.013357 || Task Loss: 0.1531 || KD Loss: 0.0386|| 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: 2 days, 2:22:20 || Estimated Time: 3 days, 16:58:56
2023-07-29 16:05:47,590 semantic_segmentation INFO: Iters: 54230/150000 || Lr: 0.013355 || Task Loss: 0.2262 || KD Loss: 0.0753|| 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: 2 days, 2:22:54 || Estimated Time: 3 days, 16:58:24
2023-07-29 16:06:21,874 semantic_segmentation INFO: Iters: 54240/150000 || Lr: 0.013354 || Task Loss: 0.1017 || KD Loss: 0.0404|| 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, 2:23:28 || Estimated Time: 3 days, 16:57:52
2023-07-29 16:06:55,960 semantic_segmentation INFO: Iters: 54250/150000 || Lr: 0.013353 || Task Loss: 0.1521 || KD Loss: 0.0335|| 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: 2 days, 2:24:02 || Estimated Time: 3 days, 16:57:20
2023-07-29 16:07:30,244 semantic_segmentation INFO: Iters: 54260/150000 || Lr: 0.013352 || Task Loss: 0.1669 || KD Loss: 0.0406|| 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, 2:24:37 || Estimated Time: 3 days, 16:56:48
2023-07-29 16:08:04,281 semantic_segmentation INFO: Iters: 54270/150000 || Lr: 0.013350 || Task Loss: 0.2313 || KD Loss: 0.0591|| 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: 2 days, 2:25:11 || Estimated Time: 3 days, 16:56:15
2023-07-29 16:08:38,467 semantic_segmentation INFO: Iters: 54280/150000 || Lr: 0.013349 || Task Loss: 0.2099 || KD Loss: 0.0389|| 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: 2 days, 2:25:45 || Estimated Time: 3 days, 16:55:43
2023-07-29 16:09:12,712 semantic_segmentation INFO: Iters: 54290/150000 || Lr: 0.013348 || Task Loss: 0.2138 || KD Loss: 0.0548|| 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: 2 days, 2:26:19 || Estimated Time: 3 days, 16:55:11
2023-07-29 16:09:46,790 semantic_segmentation INFO: Iters: 54300/150000 || Lr: 0.013347 || Task Loss: 0.2416 || KD Loss: 0.0707|| 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, 2:26:53 || Estimated Time: 3 days, 16:54:39
2023-07-29 16:10:21,072 semantic_segmentation INFO: Iters: 54310/150000 || Lr: 0.013345 || Task Loss: 0.2651 || KD Loss: 0.0813|| 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: 2 days, 2:27:27 || Estimated Time: 3 days, 16:54:07
2023-07-29 16:10:55,349 semantic_segmentation INFO: Iters: 54320/150000 || Lr: 0.013344 || Task Loss: 0.2154 || KD Loss: 0.0752|| 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, 2:28:02 || Estimated Time: 3 days, 16:53:35
2023-07-29 16:11:29,476 semantic_segmentation INFO: Iters: 54330/150000 || Lr: 0.013343 || Task Loss: 0.1812 || KD Loss: 0.0479|| 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, 2:28:36 || Estimated Time: 3 days, 16:53:03
2023-07-29 16:12:03,538 semantic_segmentation INFO: Iters: 54340/150000 || Lr: 0.013342 || Task Loss: 0.1758 || KD Loss: 0.0502|| 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: 2 days, 2:29:10 || Estimated Time: 3 days, 16:52:30
2023-07-29 16:12:37,971 semantic_segmentation INFO: Iters: 54350/150000 || Lr: 0.013340 || Task Loss: 0.2165 || KD Loss: 0.0479|| 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: 2 days, 2:29:44 || Estimated Time: 3 days, 16:51:59
2023-07-29 16:13:12,080 semantic_segmentation INFO: Iters: 54360/150000 || Lr: 0.013339 || Task Loss: 0.1821 || KD Loss: 0.0420|| 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: 2 days, 2:30:18 || Estimated Time: 3 days, 16:51:26
2023-07-29 16:13:46,125 semantic_segmentation INFO: Iters: 54370/150000 || Lr: 0.013338 || Task Loss: 0.2295 || KD Loss: 0.0455|| 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, 2:30:52 || Estimated Time: 3 days, 16:50:54
2023-07-29 16:14:20,481 semantic_segmentation INFO: Iters: 54380/150000 || Lr: 0.013337 || Task Loss: 0.2686 || KD Loss: 0.0882|| 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: 2 days, 2:31:27 || Estimated Time: 3 days, 16:50:22
2023-07-29 16:14:54,573 semantic_segmentation INFO: Iters: 54390/150000 || Lr: 0.013335 || Task Loss: 0.2866 || KD Loss: 0.0931|| 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: 2 days, 2:32:01 || Estimated Time: 3 days, 16:49:50
2023-07-29 16:15:28,661 semantic_segmentation INFO: Iters: 54400/150000 || Lr: 0.013334 || Task Loss: 0.2362 || KD Loss: 0.0716|| 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, 2:32:35 || Estimated Time: 3 days, 16:49:17
2023-07-29 16:15:28,733 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 16:15:29,542 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.406
2023-07-29 16:15:29,707 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.507
2023-07-29 16:15:29,818 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.512
2023-07-29 16:15:29,926 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.537
2023-07-29 16:15:30,032 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.528
2023-07-29 16:15:30,138 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.529
2023-07-29 16:15:30,243 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.575
2023-07-29 16:15:30,348 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.619
2023-07-29 16:15:30,453 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.629
2023-07-29 16:15:30,556 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.674
2023-07-29 16:15:30,659 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.674
2023-07-29 16:15:30,763 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.697
2023-07-29 16:15:30,868 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.699
2023-07-29 16:15:30,973 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.690
2023-07-29 16:15:31,080 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.699
2023-07-29 16:15:31,187 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.686
2023-07-29 16:15:31,330 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.952, mIoU: 0.689
2023-07-29 16:15:31,482 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.691
2023-07-29 16:15:31,624 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.698
2023-07-29 16:15:31,760 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.701
2023-07-29 16:15:31,895 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.948, mIoU: 0.699
2023-07-29 16:15:32,028 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-29 16:15:32,158 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.943, mIoU: 0.683
2023-07-29 16:15:32,286 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.943, mIoU: 0.691
2023-07-29 16:15:32,413 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.941, mIoU: 0.702
2023-07-29 16:15:32,537 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.942, mIoU: 0.704
2023-07-29 16:15:32,661 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.941, mIoU: 0.695
2023-07-29 16:15:32,782 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.940, mIoU: 0.690
2023-07-29 16:15:32,903 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.940, mIoU: 0.695
2023-07-29 16:15:33,027 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.940, mIoU: 0.695
2023-07-29 16:15:33,146 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.940, mIoU: 0.694
2023-07-29 16:15:33,266 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.940, mIoU: 0.691
2023-07-29 16:15:33,387 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.941, mIoU: 0.693
2023-07-29 16:15:33,508 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.941, mIoU: 0.693
2023-07-29 16:15:33,633 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.940, mIoU: 0.691
2023-07-29 16:15:33,751 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.941, mIoU: 0.690
2023-07-29 16:15:33,870 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.940, mIoU: 0.685
2023-07-29 16:15:33,990 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.684
2023-07-29 16:15:34,105 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.680
2023-07-29 16:15:34,222 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.681
2023-07-29 16:15:34,341 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.939, mIoU: 0.681
2023-07-29 16:15:34,458 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.940, mIoU: 0.681
2023-07-29 16:15:34,574 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.940, mIoU: 0.681
2023-07-29 16:15:34,691 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.941, mIoU: 0.683
2023-07-29 16:15:34,808 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.681
2023-07-29 16:15:34,925 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.942, mIoU: 0.681
2023-07-29 16:15:35,045 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.943, mIoU: 0.682
2023-07-29 16:15:35,163 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.943, mIoU: 0.681
2023-07-29 16:15:35,278 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.943, mIoU: 0.684
2023-07-29 16:15:35,396 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.943, mIoU: 0.686
2023-07-29 16:15:35,515 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.943, mIoU: 0.687
2023-07-29 16:15:35,628 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 16:15:35,743 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 16:15:35,857 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.942, mIoU: 0.698
2023-07-29 16:15:35,972 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.697
2023-07-29 16:15:36,085 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.696
2023-07-29 16:15:36,196 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.942, mIoU: 0.697
2023-07-29 16:15:36,309 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.942, mIoU: 0.703
2023-07-29 16:15:36,431 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.942, mIoU: 0.702
2023-07-29 16:15:36,548 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.942, mIoU: 0.700
2023-07-29 16:15:36,660 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.941, mIoU: 0.703
2023-07-29 16:15:36,772 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.941, mIoU: 0.705
2023-07-29 16:15:36,885 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.941, mIoU: 0.704
2023-07-29 16:15:37,001 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.941, mIoU: 0.707
2023-07-29 16:15:37,113 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.941, mIoU: 0.709
2023-07-29 16:15:37,223 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.941, mIoU: 0.710
2023-07-29 16:15:37,333 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-29 16:15:37,454 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.939, mIoU: 0.709
2023-07-29 16:15:37,571 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.708
2023-07-29 16:15:37,685 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.939, mIoU: 0.707
2023-07-29 16:15:37,799 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.940, mIoU: 0.708
2023-07-29 16:15:37,913 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.940, mIoU: 0.708
2023-07-29 16:15:38,027 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.940, mIoU: 0.707
2023-07-29 16:15:38,136 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.941, mIoU: 0.707
2023-07-29 16:15:38,245 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.940, mIoU: 0.707
2023-07-29 16:15:38,358 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.940, mIoU: 0.706
2023-07-29 16:15:38,474 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.940, mIoU: 0.706
2023-07-29 16:15:38,591 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.940, mIoU: 0.706
2023-07-29 16:15:38,704 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.706
2023-07-29 16:15:38,816 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.941, mIoU: 0.708
2023-07-29 16:15:38,931 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.940, mIoU: 0.709
2023-07-29 16:15:39,044 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.940, mIoU: 0.709
2023-07-29 16:15:39,153 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.940, mIoU: 0.708
2023-07-29 16:15:39,261 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.939, mIoU: 0.707
2023-07-29 16:15:39,365 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.702
2023-07-29 16:15:39,471 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.937, mIoU: 0.703
2023-07-29 16:15:39,574 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.703
2023-07-29 16:15:39,678 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.703
2023-07-29 16:15:39,783 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.937, mIoU: 0.701
2023-07-29 16:15:39,889 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.701
2023-07-29 16:15:39,996 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.938, mIoU: 0.702
2023-07-29 16:15:40,110 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-29 16:15:40,230 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-29 16:15:40,349 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.938, mIoU: 0.712
2023-07-29 16:15:40,473 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.938, mIoU: 0.713
2023-07-29 16:15:40,592 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.938, mIoU: 0.712
2023-07-29 16:15:40,712 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-29 16:15:40,828 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.938, mIoU: 0.713
2023-07-29 16:15:40,946 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-29 16:15:41,064 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.937, mIoU: 0.713
2023-07-29 16:15:41,180 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.936, mIoU: 0.713
2023-07-29 16:15:41,297 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-29 16:15:41,411 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-29 16:15:41,529 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-29 16:15:41,644 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-29 16:15:41,761 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-29 16:15:41,879 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-29 16:15:41,998 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-29 16:15:42,113 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-29 16:15:42,226 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-29 16:15:42,338 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.936, mIoU: 0.712
2023-07-29 16:15:42,454 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-29 16:15:42,568 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-29 16:15:42,685 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-29 16:15:42,801 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-29 16:15:42,920 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-29 16:15:43,033 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-29 16:15:43,148 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-29 16:15:43,255 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-29 16:15:43,363 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-29 16:15:43,477 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-29 16:15:43,593 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.936, mIoU: 0.714
2023-07-29 16:15:43,709 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.936, mIoU: 0.715
2023-07-29 16:15:43,823 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.936, mIoU: 0.716
2023-07-29 16:15:43,938 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.936, mIoU: 0.717
2023-07-29 16:15:44,048 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.936, mIoU: 0.720
2023-07-29 16:15:44,160 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-29 16:15:44,270 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.936, mIoU: 0.722
2023-07-29 16:15:44,376 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-29 16:15:44,482 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.936, mIoU: 0.721
2023-07-29 16:15:44,585 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.937, mIoU: 0.721
2023-07-29 16:15:44,690 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-29 16:15:44,793 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.937, mIoU: 0.720
2023-07-29 16:15:44,898 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-29 16:15:45,004 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.938, mIoU: 0.718
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2023-07-29 16:16:07,823 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.941, mIoU: 0.713
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2023-07-29 16:16:08,048 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.941, mIoU: 0.713
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2023-07-29 16:16:08,620 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.941, mIoU: 0.713
2023-07-29 16:16:08,734 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.941, mIoU: 0.713
2023-07-29 16:16:08,848 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.941, mIoU: 0.713
2023-07-29 16:16:08,961 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.941, mIoU: 0.714
2023-07-29 16:16:09,070 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.941, mIoU: 0.714
2023-07-29 16:16:09,182 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.941, mIoU: 0.714
2023-07-29 16:16:09,299 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.942, mIoU: 0.714
2023-07-29 16:16:09,414 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.942, mIoU: 0.714
2023-07-29 16:16:09,528 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.942, mIoU: 0.714
2023-07-29 16:16:09,638 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.942, mIoU: 0.714
2023-07-29 16:16:09,749 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.942, mIoU: 0.715
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2023-07-29 16:16:09,979 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.942, mIoU: 0.715
2023-07-29 16:16:10,089 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.942, mIoU: 0.715
2023-07-29 16:16:10,200 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.942, mIoU: 0.715
2023-07-29 16:16:10,310 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.942, mIoU: 0.715
2023-07-29 16:16:10,427 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.942, mIoU: 0.715
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2023-07-29 16:16:10,661 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.942, mIoU: 0.715
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2023-07-29 16:16:10,893 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.942, mIoU: 0.715
2023-07-29 16:16:11,009 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.942, mIoU: 0.715
2023-07-29 16:16:11,121 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.942, mIoU: 0.715
2023-07-29 16:16:11,235 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-29 16:16:11,352 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.942, mIoU: 0.715
2023-07-29 16:16:11,466 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-29 16:16:11,579 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-29 16:16:11,693 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-29 16:16:11,806 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-29 16:16:11,924 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-29 16:16:12,043 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.943, mIoU: 0.716
2023-07-29 16:16:12,156 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.943, mIoU: 0.716
2023-07-29 16:16:12,270 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.943, mIoU: 0.717
2023-07-29 16:16:12,389 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.943, mIoU: 0.717
2023-07-29 16:16:12,508 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.943, mIoU: 0.717
2023-07-29 16:16:12,626 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.943, mIoU: 0.717
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2023-07-29 16:16:12,855 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.943, mIoU: 0.717
2023-07-29 16:16:12,970 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.943, mIoU: 0.717
2023-07-29 16:16:13,087 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.943, mIoU: 0.716
2023-07-29 16:16:13,209 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.943, mIoU: 0.716
2023-07-29 16:16:13,325 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.943, mIoU: 0.717
2023-07-29 16:16:13,442 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.943, mIoU: 0.717
2023-07-29 16:16:13,563 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-29 16:16:13,677 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-29 16:16:13,791 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.944, mIoU: 0.718
2023-07-29 16:16:13,905 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.944, mIoU: 0.718
2023-07-29 16:16:14,023 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.944, mIoU: 0.718
2023-07-29 16:16:14,140 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.944, mIoU: 0.718
2023-07-29 16:16:14,256 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.944, mIoU: 0.718
2023-07-29 16:16:14,370 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.944, mIoU: 0.718
2023-07-29 16:16:14,485 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.944, mIoU: 0.718
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2023-07-29 16:16:14,700 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.944, mIoU: 0.718
2023-07-29 16:16:14,807 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.944, mIoU: 0.718
2023-07-29 16:16:14,920 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.944, mIoU: 0.719
2023-07-29 16:16:15,040 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.944, mIoU: 0.719
2023-07-29 16:16:15,155 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.944, mIoU: 0.719
2023-07-29 16:16:15,271 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.944, mIoU: 0.719
2023-07-29 16:16:15,386 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.945, mIoU: 0.719
2023-07-29 16:16:15,504 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.945, mIoU: 0.719
2023-07-29 16:16:15,617 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.945, mIoU: 0.719
2023-07-29 16:16:15,731 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.945, mIoU: 0.719
2023-07-29 16:16:15,846 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.945, mIoU: 0.719
2023-07-29 16:16:15,964 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.945, mIoU: 0.719
2023-07-29 16:16:16,078 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.945, mIoU: 0.719
2023-07-29 16:16:16,193 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.945, mIoU: 0.719
2023-07-29 16:16:16,309 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.945, mIoU: 0.719
2023-07-29 16:16:16,426 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.945, mIoU: 0.719
2023-07-29 16:16:16,541 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.945, mIoU: 0.719
2023-07-29 16:16:16,653 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.945, mIoU: 0.719
2023-07-29 16:16:16,767 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.945, mIoU: 0.719
2023-07-29 16:16:16,884 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.945, mIoU: 0.720
2023-07-29 16:16:17,003 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.945, mIoU: 0.720
2023-07-29 16:16:17,118 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.945, mIoU: 0.720
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2023-07-29 16:16:17,455 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.946, mIoU: 0.720
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2023-07-29 16:16:17,675 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-29 16:16:17,790 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.946, mIoU: 0.720
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2023-07-29 16:16:18,025 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-29 16:16:18,137 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.946, mIoU: 0.721
2023-07-29 16:16:18,246 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.946, mIoU: 0.721
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2023-07-29 16:16:18,572 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.946, mIoU: 0.721
2023-07-29 16:16:18,678 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.946, mIoU: 0.721
2023-07-29 16:16:18,784 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.946, mIoU: 0.721
2023-07-29 16:16:18,887 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.946, mIoU: 0.721
2023-07-29 16:16:18,993 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.946, mIoU: 0.721
2023-07-29 16:16:19,097 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.946, mIoU: 0.721
2023-07-29 16:16:19,201 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.946, mIoU: 0.721
2023-07-29 16:16:19,306 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-29 16:16:19,413 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-29 16:16:19,522 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-29 16:16:19,680 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-29 16:16:19,856 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-29 16:16:20,022 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-29 16:16:20,169 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-29 16:16:20,311 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-29 16:16:20,451 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-29 16:16:20,587 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-29 16:16:20,720 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-29 16:16:20,850 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-29 16:16:20,980 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-29 16:16:21,109 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-29 16:16:21,236 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-29 16:16:21,360 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-29 16:16:21,484 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-29 16:16:21,606 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-29 16:16:21,728 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-29 16:16:21,848 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-29 16:16:21,967 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-29 16:16:22,087 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-29 16:16:22,207 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.948, mIoU: 0.721
2023-07-29 16:16:22,324 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-29 16:16:22,443 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-29 16:16:22,563 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-29 16:16:22,678 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-29 16:16:22,795 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-29 16:16:22,914 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-29 16:16:23,029 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-29 16:16:23,148 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-29 16:16:23,267 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 16:16:23,384 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 16:16:23,503 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 16:16:23,618 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 16:16:23,733 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 16:16:23,849 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 16:16:23,963 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 16:16:24,078 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 16:16:24,191 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 16:16:24,305 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 16:16:24,416 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 16:16:24,530 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 16:16:24,641 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 16:16:24,754 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 16:16:24,873 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 16:16:24,989 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 16:16:25,105 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 16:16:25,217 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 16:16:25,332 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 16:16:25,443 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 16:16:25,554 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 16:16:25,665 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 16:16:25,779 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 16:16:25,895 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-29 16:16:26,009 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 16:16:26,124 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 16:16:26,236 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 16:16:26,349 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 16:16:26,458 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 16:16:26,567 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 16:16:26,675 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 16:16:26,786 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 16:16:26,898 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-29 16:16:27,013 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 16:16:27,134 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 16:16:27,248 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 16:16:27,363 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 16:16:27,476 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 16:16:27,588 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 16:17:02,052 semantic_segmentation INFO: Iters: 54410/150000 || Lr: 0.013333 || Task Loss: 0.1872 || KD Loss: 0.0486|| 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, 2:34:08 || Estimated Time: 3 days, 16:50:29
2023-07-29 16:17:36,275 semantic_segmentation INFO: Iters: 54420/150000 || Lr: 0.013332 || Task Loss: 0.2257 || KD Loss: 0.0504|| 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: 2 days, 2:34:43 || Estimated Time: 3 days, 16:49:57
2023-07-29 16:18:10,354 semantic_segmentation INFO: Iters: 54430/150000 || Lr: 0.013330 || Task Loss: 0.2151 || KD Loss: 0.0463|| 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: 2 days, 2:35:17 || Estimated Time: 3 days, 16:49:25
2023-07-29 16:18:44,579 semantic_segmentation INFO: Iters: 54440/150000 || Lr: 0.013329 || Task Loss: 0.3257 || KD Loss: 0.1175|| 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: 2 days, 2:35:51 || Estimated Time: 3 days, 16:48:53
2023-07-29 16:19:18,695 semantic_segmentation INFO: Iters: 54450/150000 || Lr: 0.013328 || Task Loss: 0.1432 || KD Loss: 0.0485|| 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: 2 days, 2:36:25 || Estimated Time: 3 days, 16:48:20
2023-07-29 16:19:52,907 semantic_segmentation INFO: Iters: 54460/150000 || Lr: 0.013327 || Task Loss: 0.2197 || KD Loss: 0.0481|| 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: 2 days, 2:36:59 || Estimated Time: 3 days, 16:47:48
2023-07-29 16:20:27,123 semantic_segmentation INFO: Iters: 54470/150000 || Lr: 0.013325 || Task Loss: 0.2662 || KD Loss: 0.0879|| 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, 2:37:33 || Estimated Time: 3 days, 16:47:16
2023-07-29 16:21:01,325 semantic_segmentation INFO: Iters: 54480/150000 || Lr: 0.013324 || Task Loss: 0.1862 || KD Loss: 0.0609|| 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: 2 days, 2:38:08 || Estimated Time: 3 days, 16:46:44
2023-07-29 16:21:35,531 semantic_segmentation INFO: Iters: 54490/150000 || Lr: 0.013323 || Task Loss: 0.1973 || KD Loss: 0.0423|| 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: 2 days, 2:38:42 || Estimated Time: 3 days, 16:46:12
2023-07-29 16:22:09,749 semantic_segmentation INFO: Iters: 54500/150000 || Lr: 0.013322 || Task Loss: 0.2084 || KD Loss: 0.0670|| 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: 2 days, 2:39:16 || Estimated Time: 3 days, 16:45:40
2023-07-29 16:22:43,930 semantic_segmentation INFO: Iters: 54510/150000 || Lr: 0.013320 || Task Loss: 0.1836 || KD Loss: 0.0550|| 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, 2:39:50 || Estimated Time: 3 days, 16:45:07
2023-07-29 16:23:18,091 semantic_segmentation INFO: Iters: 54520/150000 || Lr: 0.013319 || Task Loss: 0.2024 || KD Loss: 0.0503|| 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: 2 days, 2:40:24 || Estimated Time: 3 days, 16:44:35
2023-07-29 16:23:52,317 semantic_segmentation INFO: Iters: 54530/150000 || Lr: 0.013318 || Task Loss: 0.2853 || KD Loss: 0.1008|| 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, 2:40:59 || Estimated Time: 3 days, 16:44:03
2023-07-29 16:24:26,528 semantic_segmentation INFO: Iters: 54540/150000 || Lr: 0.013317 || Task Loss: 0.1849 || KD Loss: 0.0570|| 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: 2 days, 2:41:33 || Estimated Time: 3 days, 16:43:31
2023-07-29 16:25:00,773 semantic_segmentation INFO: Iters: 54550/150000 || Lr: 0.013315 || Task Loss: 0.2019 || KD Loss: 0.0466|| 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, 2:42:07 || Estimated Time: 3 days, 16:42:59
2023-07-29 16:25:34,930 semantic_segmentation INFO: Iters: 54560/150000 || Lr: 0.013314 || Task Loss: 0.2084 || KD Loss: 0.0500|| 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: 2 days, 2:42:41 || Estimated Time: 3 days, 16:42:27
2023-07-29 16:26:09,041 semantic_segmentation INFO: Iters: 54570/150000 || Lr: 0.013313 || Task Loss: 0.1679 || KD Loss: 0.0492|| 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: 2 days, 2:43:15 || Estimated Time: 3 days, 16:41:54
2023-07-29 16:26:43,233 semantic_segmentation INFO: Iters: 54580/150000 || Lr: 0.013312 || Task Loss: 0.1742 || KD Loss: 0.0710|| 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: 2 days, 2:43:50 || Estimated Time: 3 days, 16:41:22
2023-07-29 16:27:17,820 semantic_segmentation INFO: Iters: 54590/150000 || Lr: 0.013310 || Task Loss: 0.3376 || KD Loss: 0.1591|| 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: 2 days, 2:44:24 || Estimated Time: 3 days, 16:40:51
2023-07-29 16:27:52,021 semantic_segmentation INFO: Iters: 54600/150000 || Lr: 0.013309 || Task Loss: 0.1577 || KD Loss: 0.0408|| 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: 2 days, 2:44:58 || Estimated Time: 3 days, 16:40:19
2023-07-29 16:28:26,184 semantic_segmentation INFO: Iters: 54610/150000 || Lr: 0.013308 || Task Loss: 0.2104 || KD Loss: 0.0671|| 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, 2:45:33 || Estimated Time: 3 days, 16:39:46
2023-07-29 16:29:00,420 semantic_segmentation INFO: Iters: 54620/150000 || Lr: 0.013306 || Task Loss: 0.2434 || KD Loss: 0.0600|| 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, 2:46:07 || Estimated Time: 3 days, 16:39:14
2023-07-29 16:29:34,608 semantic_segmentation INFO: Iters: 54630/150000 || Lr: 0.013305 || Task Loss: 0.2339 || KD Loss: 0.0557|| 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: 2 days, 2:46:41 || Estimated Time: 3 days, 16:38:42
2023-07-29 16:30:11,203 semantic_segmentation INFO: Iters: 54640/150000 || Lr: 0.013304 || Task Loss: 0.3253 || KD Loss: 0.0817|| 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: 2 days, 2:47:18 || Estimated Time: 3 days, 16:38:13
2023-07-29 16:30:46,589 semantic_segmentation INFO: Iters: 54650/150000 || Lr: 0.013303 || Task Loss: 0.2432 || KD Loss: 0.0779|| 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, 2:47:53 || Estimated Time: 3 days, 16:37:44
2023-07-29 16:31:20,634 semantic_segmentation INFO: Iters: 54660/150000 || Lr: 0.013301 || Task Loss: 0.2395 || KD Loss: 0.0692|| 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: 2 days, 2:48:27 || Estimated Time: 3 days, 16:37:11
2023-07-29 16:31:54,746 semantic_segmentation INFO: Iters: 54670/150000 || Lr: 0.013300 || Task Loss: 0.2763 || KD Loss: 0.0895|| 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: 2 days, 2:49:01 || Estimated Time: 3 days, 16:36:39
2023-07-29 16:32:29,031 semantic_segmentation INFO: Iters: 54680/150000 || Lr: 0.013299 || Task Loss: 0.4028 || KD Loss: 0.1241|| 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: 2 days, 2:49:35 || Estimated Time: 3 days, 16:36:07
2023-07-29 16:33:03,294 semantic_segmentation INFO: Iters: 54690/150000 || Lr: 0.013298 || Task Loss: 0.1600 || KD Loss: 0.0491|| 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: 2 days, 2:50:10 || Estimated Time: 3 days, 16:35:35
2023-07-29 16:33:37,454 semantic_segmentation INFO: Iters: 54700/150000 || Lr: 0.013296 || Task Loss: 0.2521 || KD Loss: 0.0715|| 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: 2 days, 2:50:44 || Estimated Time: 3 days, 16:35:03
2023-07-29 16:34:11,639 semantic_segmentation INFO: Iters: 54710/150000 || Lr: 0.013295 || Task Loss: 0.2093 || KD Loss: 0.0672|| 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, 2:51:18 || Estimated Time: 3 days, 16:34:31
2023-07-29 16:34:45,845 semantic_segmentation INFO: Iters: 54720/150000 || Lr: 0.013294 || Task Loss: 0.2328 || KD Loss: 0.0639|| 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: 2 days, 2:51:52 || Estimated Time: 3 days, 16:33:58
2023-07-29 16:35:20,240 semantic_segmentation INFO: Iters: 54730/150000 || Lr: 0.013293 || Task Loss: 0.1260 || KD Loss: 0.0338|| 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, 2:52:27 || Estimated Time: 3 days, 16:33:27
2023-07-29 16:35:54,583 semantic_segmentation INFO: Iters: 54740/150000 || Lr: 0.013291 || Task Loss: 0.1323 || KD Loss: 0.0416|| 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, 2:53:01 || Estimated Time: 3 days, 16:32:55
2023-07-29 16:36:28,842 semantic_segmentation INFO: Iters: 54750/150000 || Lr: 0.013290 || Task Loss: 0.1548 || KD Loss: 0.0387|| 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: 2 days, 2:53:35 || Estimated Time: 3 days, 16:32:22
2023-07-29 16:37:02,967 semantic_segmentation INFO: Iters: 54760/150000 || Lr: 0.013289 || Task Loss: 0.2122 || KD Loss: 0.0576|| 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: 2 days, 2:54:09 || Estimated Time: 3 days, 16:31:50
2023-07-29 16:37:37,155 semantic_segmentation INFO: Iters: 54770/150000 || Lr: 0.013288 || Task Loss: 0.2385 || KD Loss: 0.0762|| 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, 2:54:44 || Estimated Time: 3 days, 16:31:18
2023-07-29 16:38:11,357 semantic_segmentation INFO: Iters: 54780/150000 || Lr: 0.013286 || Task Loss: 0.2875 || KD Loss: 0.1022|| 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: 2 days, 2:55:18 || Estimated Time: 3 days, 16:30:46
2023-07-29 16:38:45,698 semantic_segmentation INFO: Iters: 54790/150000 || Lr: 0.013285 || Task Loss: 0.2289 || KD Loss: 0.0511|| 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: 2 days, 2:55:52 || Estimated Time: 3 days, 16:30:14
2023-07-29 16:39:19,860 semantic_segmentation INFO: Iters: 54800/150000 || Lr: 0.013284 || Task Loss: 0.2035 || KD Loss: 0.0492|| 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, 2:56:26 || Estimated Time: 3 days, 16:29:42
2023-07-29 16:39:54,241 semantic_segmentation INFO: Iters: 54810/150000 || Lr: 0.013283 || Task Loss: 0.2088 || KD Loss: 0.0563|| 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: 2 days, 2:57:01 || Estimated Time: 3 days, 16:29:10
2023-07-29 16:40:28,346 semantic_segmentation INFO: Iters: 54820/150000 || Lr: 0.013281 || Task Loss: 0.2553 || KD Loss: 0.0637|| 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: 2 days, 2:57:35 || Estimated Time: 3 days, 16:28:37
2023-07-29 16:41:02,537 semantic_segmentation INFO: Iters: 54830/150000 || Lr: 0.013280 || Task Loss: 0.3098 || KD Loss: 0.0978|| 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: 2 days, 2:58:09 || Estimated Time: 3 days, 16:28:05
2023-07-29 16:41:36,877 semantic_segmentation INFO: Iters: 54840/150000 || Lr: 0.013279 || Task Loss: 0.2314 || KD Loss: 0.0609|| 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: 2 days, 2:58:43 || Estimated Time: 3 days, 16:27:33
2023-07-29 16:42:11,204 semantic_segmentation INFO: Iters: 54850/150000 || Lr: 0.013278 || Task Loss: 0.1971 || KD Loss: 0.0518|| 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: 2 days, 2:59:18 || Estimated Time: 3 days, 16:27:01
2023-07-29 16:42:45,391 semantic_segmentation INFO: Iters: 54860/150000 || Lr: 0.013276 || Task Loss: 0.1994 || KD Loss: 0.0492|| 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, 2:59:52 || Estimated Time: 3 days, 16:26:29
2023-07-29 16:43:19,584 semantic_segmentation INFO: Iters: 54870/150000 || Lr: 0.013275 || Task Loss: 0.2248 || KD Loss: 0.0599|| 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, 3:00:26 || Estimated Time: 3 days, 16:25:57
2023-07-29 16:43:53,766 semantic_segmentation INFO: Iters: 54880/150000 || Lr: 0.013274 || Task Loss: 0.1749 || KD Loss: 0.0427|| 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: 2 days, 3:01:00 || Estimated Time: 3 days, 16:25:25
2023-07-29 16:44:28,103 semantic_segmentation INFO: Iters: 54890/150000 || Lr: 0.013273 || Task Loss: 0.2040 || KD Loss: 0.0515|| 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, 3:01:34 || Estimated Time: 3 days, 16:24:53
2023-07-29 16:45:02,424 semantic_segmentation INFO: Iters: 54900/150000 || Lr: 0.013271 || Task Loss: 0.2691 || KD Loss: 0.0707|| 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, 3:02:09 || Estimated Time: 3 days, 16:24:21
2023-07-29 16:45:36,677 semantic_segmentation INFO: Iters: 54910/150000 || Lr: 0.013270 || Task Loss: 0.2198 || KD Loss: 0.0578|| 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: 2 days, 3:02:43 || Estimated Time: 3 days, 16:23:49
2023-07-29 16:46:10,768 semantic_segmentation INFO: Iters: 54920/150000 || Lr: 0.013269 || Task Loss: 0.2303 || KD Loss: 0.0642|| 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, 3:03:17 || Estimated Time: 3 days, 16:23:16
2023-07-29 16:46:44,894 semantic_segmentation INFO: Iters: 54930/150000 || Lr: 0.013268 || Task Loss: 0.2884 || KD Loss: 0.0674|| 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, 3:03:51 || Estimated Time: 3 days, 16:22:44
2023-07-29 16:47:19,300 semantic_segmentation INFO: Iters: 54940/150000 || Lr: 0.013266 || Task Loss: 0.2438 || KD Loss: 0.0563|| 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, 3:04:26 || Estimated Time: 3 days, 16:22:12
2023-07-29 16:47:53,527 semantic_segmentation INFO: Iters: 54950/150000 || Lr: 0.013265 || Task Loss: 0.2013 || KD Loss: 0.0499|| 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: 2 days, 3:05:00 || Estimated Time: 3 days, 16:21:40
2023-07-29 16:48:27,827 semantic_segmentation INFO: Iters: 54960/150000 || Lr: 0.013264 || Task Loss: 0.2833 || KD Loss: 0.0716|| 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, 3:05:34 || Estimated Time: 3 days, 16:21:08
2023-07-29 16:49:02,033 semantic_segmentation INFO: Iters: 54970/150000 || Lr: 0.013263 || Task Loss: 0.3317 || KD Loss: 0.0984|| 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: 2 days, 3:06:08 || Estimated Time: 3 days, 16:20:36
2023-07-29 16:49:36,226 semantic_segmentation INFO: Iters: 54980/150000 || Lr: 0.013261 || Task Loss: 0.1765 || KD Loss: 0.0403|| 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, 3:06:43 || Estimated Time: 3 days, 16:20:04
2023-07-29 16:50:10,366 semantic_segmentation INFO: Iters: 54990/150000 || Lr: 0.013260 || Task Loss: 0.1575 || KD Loss: 0.0570|| 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, 3:07:17 || Estimated Time: 3 days, 16:19:31
2023-07-29 16:50:44,573 semantic_segmentation INFO: Iters: 55000/150000 || Lr: 0.013259 || Task Loss: 0.2867 || KD Loss: 0.0674|| 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: 2 days, 3:07:51 || Estimated Time: 3 days, 16:18:59
2023-07-29 16:51:18,951 semantic_segmentation INFO: Iters: 55010/150000 || Lr: 0.013258 || Task Loss: 0.2299 || KD Loss: 0.0544|| 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: 2 days, 3:08:25 || Estimated Time: 3 days, 16:18:27
2023-07-29 16:51:53,364 semantic_segmentation INFO: Iters: 55020/150000 || Lr: 0.013256 || Task Loss: 0.2278 || KD Loss: 0.0571|| 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: 2 days, 3:09:00 || Estimated Time: 3 days, 16:17:55
2023-07-29 16:52:27,563 semantic_segmentation INFO: Iters: 55030/150000 || Lr: 0.013255 || Task Loss: 0.1959 || KD Loss: 0.0497|| 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, 3:09:34 || Estimated Time: 3 days, 16:17:23
2023-07-29 16:53:01,903 semantic_segmentation INFO: Iters: 55040/150000 || Lr: 0.013254 || Task Loss: 0.2166 || KD Loss: 0.0766|| 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, 3:10:08 || Estimated Time: 3 days, 16:16:51
2023-07-29 16:53:36,119 semantic_segmentation INFO: Iters: 55050/150000 || Lr: 0.013252 || Task Loss: 0.2249 || KD Loss: 0.0889|| 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, 3:10:42 || Estimated Time: 3 days, 16:16:19
2023-07-29 16:54:10,427 semantic_segmentation INFO: Iters: 55060/150000 || Lr: 0.013251 || Task Loss: 0.2606 || KD Loss: 0.0677|| 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: 2 days, 3:11:17 || Estimated Time: 3 days, 16:15:47
2023-07-29 16:54:44,598 semantic_segmentation INFO: Iters: 55070/150000 || Lr: 0.013250 || Task Loss: 0.1789 || KD Loss: 0.0519|| 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: 2 days, 3:11:51 || Estimated Time: 3 days, 16:15:15
2023-07-29 16:55:18,756 semantic_segmentation INFO: Iters: 55080/150000 || Lr: 0.013249 || Task Loss: 0.2752 || KD Loss: 0.0777|| 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, 3:12:25 || Estimated Time: 3 days, 16:14:42
2023-07-29 16:55:53,003 semantic_segmentation INFO: Iters: 55090/150000 || Lr: 0.013247 || Task Loss: 0.1847 || KD Loss: 0.0425|| 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: 2 days, 3:12:59 || Estimated Time: 3 days, 16:14:10
2023-07-29 16:56:30,940 semantic_segmentation INFO: Iters: 55100/150000 || Lr: 0.013246 || Task Loss: 0.2225 || KD Loss: 0.0664|| 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: 2 days, 3:13:37 || Estimated Time: 3 days, 16:13:44
2023-07-29 16:57:05,044 semantic_segmentation INFO: Iters: 55110/150000 || Lr: 0.013245 || Task Loss: 0.2597 || KD Loss: 0.0747|| 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: 2 days, 3:14:11 || Estimated Time: 3 days, 16:13:12
2023-07-29 16:57:39,195 semantic_segmentation INFO: Iters: 55120/150000 || Lr: 0.013244 || Task Loss: 0.1707 || KD Loss: 0.0474|| 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, 3:14:46 || Estimated Time: 3 days, 16:12:40
2023-07-29 16:58:13,520 semantic_segmentation INFO: Iters: 55130/150000 || Lr: 0.013242 || Task Loss: 0.2233 || KD Loss: 0.0523|| 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: 2 days, 3:15:20 || Estimated Time: 3 days, 16:12:08
2023-07-29 16:58:47,670 semantic_segmentation INFO: Iters: 55140/150000 || Lr: 0.013241 || Task Loss: 0.2766 || KD Loss: 0.0753|| 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: 2 days, 3:15:54 || Estimated Time: 3 days, 16:11:35
2023-07-29 16:59:21,851 semantic_segmentation INFO: Iters: 55150/150000 || Lr: 0.013240 || Task Loss: 0.2298 || KD Loss: 0.0719|| 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: 2 days, 3:16:28 || Estimated Time: 3 days, 16:11:03
2023-07-29 16:59:55,934 semantic_segmentation INFO: Iters: 55160/150000 || Lr: 0.013239 || Task Loss: 0.2909 || KD Loss: 0.0579|| 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, 3:17:02 || Estimated Time: 3 days, 16:10:31
2023-07-29 17:00:30,244 semantic_segmentation INFO: Iters: 55170/150000 || Lr: 0.013237 || Task Loss: 0.2738 || KD Loss: 0.0735|| 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: 2 days, 3:17:37 || Estimated Time: 3 days, 16:09:59
2023-07-29 17:01:04,537 semantic_segmentation INFO: Iters: 55180/150000 || Lr: 0.013236 || Task Loss: 0.2559 || KD Loss: 0.0661|| 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: 2 days, 3:18:11 || Estimated Time: 3 days, 16:09:27
2023-07-29 17:01:38,876 semantic_segmentation INFO: Iters: 55190/150000 || Lr: 0.013235 || Task Loss: 0.2070 || KD Loss: 0.0549|| 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: 2 days, 3:18:45 || Estimated Time: 3 days, 16:08:55
2023-07-29 17:02:13,112 semantic_segmentation INFO: Iters: 55200/150000 || Lr: 0.013234 || Task Loss: 0.2860 || KD Loss: 0.0554|| 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: 2 days, 3:19:19 || Estimated Time: 3 days, 16:08:23
2023-07-29 17:02:13,187 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 17:02:14,130 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.410
2023-07-29 17:02:14,243 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.496
2023-07-29 17:02:14,360 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.509
2023-07-29 17:02:14,475 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.539
2023-07-29 17:02:14,591 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.530
2023-07-29 17:02:14,705 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.532
2023-07-29 17:02:14,820 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.572
2023-07-29 17:02:14,929 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.610
2023-07-29 17:02:15,042 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.655
2023-07-29 17:02:15,157 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.700
2023-07-29 17:02:15,272 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.707
2023-07-29 17:02:15,387 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.726
2023-07-29 17:02:15,505 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.732
2023-07-29 17:02:15,622 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.725
2023-07-29 17:02:15,733 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.703
2023-07-29 17:02:15,847 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.693
2023-07-29 17:02:15,957 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.695
2023-07-29 17:02:16,072 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.699
2023-07-29 17:02:16,193 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.705
2023-07-29 17:02:16,307 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.712
2023-07-29 17:02:16,421 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.714
2023-07-29 17:02:16,534 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.954, mIoU: 0.732
2023-07-29 17:02:16,645 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.954, mIoU: 0.735
2023-07-29 17:02:16,752 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-29 17:02:16,862 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-29 17:02:16,965 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.746
2023-07-29 17:02:17,070 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.733
2023-07-29 17:02:17,175 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 17:02:17,281 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-29 17:02:17,387 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-29 17:02:17,500 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-29 17:02:17,611 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-29 17:02:17,726 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-29 17:02:17,846 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-29 17:02:17,961 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.716
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2023-07-29 17:02:28,103 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.940, mIoU: 0.714
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2023-07-29 17:03:03,016 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 17:03:03,133 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 17:03:03,250 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 17:03:03,366 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 17:03:03,482 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 17:03:03,602 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 17:03:03,723 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 17:03:03,839 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 17:03:03,956 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 17:03:04,070 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 17:03:04,184 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 17:03:04,299 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 17:03:04,416 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 17:03:04,541 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-29 17:03:04,658 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-29 17:03:04,774 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-29 17:03:04,887 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-29 17:03:05,000 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-29 17:03:05,108 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-29 17:03:05,217 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 17:03:05,327 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-29 17:03:05,441 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-29 17:03:05,564 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 17:03:05,680 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 17:03:05,800 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 17:03:05,910 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 17:03:06,021 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-29 17:03:06,132 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-29 17:03:06,244 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 17:03:06,361 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 17:03:06,476 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-29 17:03:06,593 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 17:03:06,707 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 17:03:06,821 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-29 17:03:06,930 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 17:03:07,043 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 17:03:07,148 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-29 17:03:07,254 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-29 17:03:07,360 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-29 17:03:07,467 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-29 17:03:07,581 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-29 17:03:07,695 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 17:03:07,812 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-29 17:03:07,929 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-29 17:03:08,043 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-29 17:03:08,157 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-29 17:03:08,269 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-29 17:03:08,377 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-29 17:03:08,488 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 17:03:08,603 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-29 17:03:08,720 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 17:03:08,838 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 17:03:08,955 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 17:03:09,073 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 17:03:09,188 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 17:03:09,304 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 17:03:09,420 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-29 17:03:09,538 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-29 17:03:09,659 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-29 17:03:09,775 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-29 17:03:09,891 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 17:03:10,004 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 17:03:10,118 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 17:03:10,226 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 17:03:10,338 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-29 17:03:10,454 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.950, mIoU: 0.729
2023-07-29 17:03:10,573 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.950, mIoU: 0.729
2023-07-29 17:03:10,691 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.950, mIoU: 0.729
2023-07-29 17:03:10,805 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.950, mIoU: 0.729
2023-07-29 17:03:10,920 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.950, mIoU: 0.729
2023-07-29 17:03:11,033 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.950, mIoU: 0.729
2023-07-29 17:03:11,149 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.729
2023-07-29 17:03:11,265 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.729
2023-07-29 17:03:11,382 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.951, mIoU: 0.729
2023-07-29 17:03:11,498 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.951, mIoU: 0.729
2023-07-29 17:03:46,263 semantic_segmentation INFO: Iters: 55210/150000 || Lr: 0.013232 || Task Loss: 0.1394 || KD Loss: 0.0423|| 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, 3:20:53 || Estimated Time: 3 days, 16:09:32
2023-07-29 17:04:20,523 semantic_segmentation INFO: Iters: 55220/150000 || Lr: 0.013231 || Task Loss: 0.2063 || KD Loss: 0.0539|| 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: 2 days, 3:21:27 || Estimated Time: 3 days, 16:08:59
2023-07-29 17:04:54,898 semantic_segmentation INFO: Iters: 55230/150000 || Lr: 0.013230 || Task Loss: 0.2715 || KD Loss: 0.0749|| 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, 3:22:01 || Estimated Time: 3 days, 16:08:27
2023-07-29 17:05:29,063 semantic_segmentation INFO: Iters: 55240/150000 || Lr: 0.013229 || Task Loss: 0.2477 || KD Loss: 0.1104|| 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, 3:22:35 || Estimated Time: 3 days, 16:07:55
2023-07-29 17:06:03,331 semantic_segmentation INFO: Iters: 55250/150000 || Lr: 0.013227 || Task Loss: 0.3041 || KD Loss: 0.1702|| 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, 3:23:10 || Estimated Time: 3 days, 16:07:23
2023-07-29 17:06:37,573 semantic_segmentation INFO: Iters: 55260/150000 || Lr: 0.013226 || Task Loss: 0.2314 || KD Loss: 0.0601|| 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: 2 days, 3:23:44 || Estimated Time: 3 days, 16:06:51
2023-07-29 17:07:11,850 semantic_segmentation INFO: Iters: 55270/150000 || Lr: 0.013225 || Task Loss: 0.2011 || KD Loss: 0.0512|| 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, 3:24:18 || Estimated Time: 3 days, 16:06:19
2023-07-29 17:07:46,057 semantic_segmentation INFO: Iters: 55280/150000 || Lr: 0.013224 || Task Loss: 0.2002 || KD Loss: 0.0578|| 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, 3:24:52 || Estimated Time: 3 days, 16:05:47
2023-07-29 17:08:20,180 semantic_segmentation INFO: Iters: 55290/150000 || Lr: 0.013222 || Task Loss: 0.2707 || KD Loss: 0.0566|| 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, 3:25:27 || Estimated Time: 3 days, 16:05:14
2023-07-29 17:08:54,328 semantic_segmentation INFO: Iters: 55300/150000 || Lr: 0.013221 || Task Loss: 0.2015 || KD Loss: 0.0561|| 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, 3:26:01 || Estimated Time: 3 days, 16:04:42
2023-07-29 17:09:28,799 semantic_segmentation INFO: Iters: 55310/150000 || Lr: 0.013220 || Task Loss: 0.2580 || KD Loss: 0.0614|| 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, 3:26:35 || Estimated Time: 3 days, 16:04:10
2023-07-29 17:10:03,324 semantic_segmentation INFO: Iters: 55320/150000 || Lr: 0.013219 || Task Loss: 0.2553 || KD Loss: 0.0656|| 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: 2 days, 3:27:10 || Estimated Time: 3 days, 16:03:38
2023-07-29 17:10:37,541 semantic_segmentation INFO: Iters: 55330/150000 || Lr: 0.013217 || Task Loss: 0.1855 || KD Loss: 0.0421|| 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: 2 days, 3:27:44 || Estimated Time: 3 days, 16:03:06
2023-07-29 17:11:11,882 semantic_segmentation INFO: Iters: 55340/150000 || Lr: 0.013216 || Task Loss: 0.2120 || KD Loss: 0.0766|| 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, 3:28:18 || Estimated Time: 3 days, 16:02:34
2023-07-29 17:11:46,172 semantic_segmentation INFO: Iters: 55350/150000 || Lr: 0.013215 || Task Loss: 0.2547 || KD Loss: 0.0653|| 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: 2 days, 3:28:53 || Estimated Time: 3 days, 16:02:02
2023-07-29 17:12:20,393 semantic_segmentation INFO: Iters: 55360/150000 || Lr: 0.013214 || Task Loss: 0.1846 || KD Loss: 0.0399|| 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: 2 days, 3:29:27 || Estimated Time: 3 days, 16:01:30
2023-07-29 17:12:54,613 semantic_segmentation INFO: Iters: 55370/150000 || Lr: 0.013212 || Task Loss: 0.3499 || KD Loss: 0.1480|| 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, 3:30:01 || Estimated Time: 3 days, 16:00:58
2023-07-29 17:13:28,814 semantic_segmentation INFO: Iters: 55380/150000 || Lr: 0.013211 || Task Loss: 0.1654 || KD Loss: 0.0446|| 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, 3:30:35 || Estimated Time: 3 days, 16:00:25
2023-07-29 17:14:03,234 semantic_segmentation INFO: Iters: 55390/150000 || Lr: 0.013210 || Task Loss: 0.2599 || KD Loss: 0.0585|| 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: 2 days, 3:31:10 || Estimated Time: 3 days, 15:59:53
2023-07-29 17:14:37,487 semantic_segmentation INFO: Iters: 55400/150000 || Lr: 0.013209 || Task Loss: 0.1710 || KD Loss: 0.0487|| 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: 2 days, 3:31:44 || Estimated Time: 3 days, 15:59:21
2023-07-29 17:15:11,738 semantic_segmentation INFO: Iters: 55410/150000 || Lr: 0.013207 || Task Loss: 0.1591 || KD Loss: 0.0468|| 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, 3:32:18 || Estimated Time: 3 days, 15:58:49
2023-07-29 17:15:45,892 semantic_segmentation INFO: Iters: 55420/150000 || Lr: 0.013206 || Task Loss: 0.1898 || KD Loss: 0.0444|| 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, 3:32:52 || Estimated Time: 3 days, 15:58:17
2023-07-29 17:16:20,208 semantic_segmentation INFO: Iters: 55430/150000 || Lr: 0.013205 || Task Loss: 0.2414 || KD Loss: 0.0572|| 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, 3:33:27 || Estimated Time: 3 days, 15:57:45
2023-07-29 17:16:54,683 semantic_segmentation INFO: Iters: 55440/150000 || Lr: 0.013203 || Task Loss: 0.1839 || KD Loss: 0.0578|| 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, 3:34:01 || Estimated Time: 3 days, 15:57:13
2023-07-29 17:17:28,777 semantic_segmentation INFO: Iters: 55450/150000 || Lr: 0.013202 || Task Loss: 0.2350 || KD Loss: 0.0781|| 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, 3:34:35 || Estimated Time: 3 days, 15:56:40
2023-07-29 17:18:03,138 semantic_segmentation INFO: Iters: 55460/150000 || Lr: 0.013201 || Task Loss: 0.1549 || KD Loss: 0.0498|| 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: 2 days, 3:35:09 || Estimated Time: 3 days, 15:56:08
2023-07-29 17:18:37,309 semantic_segmentation INFO: Iters: 55470/150000 || Lr: 0.013200 || Task Loss: 0.2158 || KD Loss: 0.0500|| 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: 2 days, 3:35:44 || Estimated Time: 3 days, 15:55:36
2023-07-29 17:19:11,537 semantic_segmentation INFO: Iters: 55480/150000 || Lr: 0.013198 || Task Loss: 0.1685 || KD Loss: 0.0379|| 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: 2 days, 3:36:18 || Estimated Time: 3 days, 15:55:04
2023-07-29 17:19:45,711 semantic_segmentation INFO: Iters: 55490/150000 || Lr: 0.013197 || Task Loss: 0.1329 || KD Loss: 0.0509|| 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, 3:36:52 || Estimated Time: 3 days, 15:54:32
2023-07-29 17:20:19,946 semantic_segmentation INFO: Iters: 55500/150000 || Lr: 0.013196 || Task Loss: 0.2514 || KD Loss: 0.0481|| 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: 2 days, 3:37:26 || Estimated Time: 3 days, 15:53:59
2023-07-29 17:20:54,342 semantic_segmentation INFO: Iters: 55510/150000 || Lr: 0.013195 || Task Loss: 0.2094 || KD Loss: 0.0526|| 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, 3:38:01 || Estimated Time: 3 days, 15:53:27
2023-07-29 17:21:28,659 semantic_segmentation INFO: Iters: 55520/150000 || Lr: 0.013193 || Task Loss: 0.1770 || KD Loss: 0.0455|| 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, 3:38:35 || Estimated Time: 3 days, 15:52:55
2023-07-29 17:22:04,163 semantic_segmentation INFO: Iters: 55530/150000 || Lr: 0.013192 || Task Loss: 0.2520 || KD Loss: 0.0669|| 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: 2 days, 3:39:11 || Estimated Time: 3 days, 15:52:25
2023-07-29 17:22:40,733 semantic_segmentation INFO: Iters: 55540/150000 || Lr: 0.013191 || Task Loss: 0.2032 || KD Loss: 0.0484|| 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, 3:39:47 || Estimated Time: 3 days, 15:51:57
2023-07-29 17:23:15,005 semantic_segmentation INFO: Iters: 55550/150000 || Lr: 0.013190 || Task Loss: 0.2439 || KD Loss: 0.0606|| 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: 2 days, 3:40:21 || Estimated Time: 3 days, 15:51:25
2023-07-29 17:23:49,254 semantic_segmentation INFO: Iters: 55560/150000 || Lr: 0.013188 || Task Loss: 0.1789 || KD Loss: 0.0385|| 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, 3:40:56 || Estimated Time: 3 days, 15:50:53
2023-07-29 17:24:23,769 semantic_segmentation INFO: Iters: 55570/150000 || Lr: 0.013187 || Task Loss: 0.1775 || KD Loss: 0.0443|| 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: 2 days, 3:41:30 || Estimated Time: 3 days, 15:50:21
2023-07-29 17:24:57,969 semantic_segmentation INFO: Iters: 55580/150000 || Lr: 0.013186 || Task Loss: 0.3127 || KD Loss: 0.0642|| 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: 2 days, 3:42:04 || Estimated Time: 3 days, 15:49:49
2023-07-29 17:25:32,132 semantic_segmentation INFO: Iters: 55590/150000 || Lr: 0.013185 || Task Loss: 0.2972 || KD Loss: 0.0660|| 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: 2 days, 3:42:38 || Estimated Time: 3 days, 15:49:16
2023-07-29 17:26:06,412 semantic_segmentation INFO: Iters: 55600/150000 || Lr: 0.013183 || Task Loss: 0.3289 || KD Loss: 0.0947|| 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, 3:43:13 || Estimated Time: 3 days, 15:48:44
2023-07-29 17:26:40,646 semantic_segmentation INFO: Iters: 55610/150000 || Lr: 0.013182 || Task Loss: 0.2217 || KD Loss: 0.0687|| 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: 2 days, 3:43:47 || Estimated Time: 3 days, 15:48:12
2023-07-29 17:27:14,771 semantic_segmentation INFO: Iters: 55620/150000 || Lr: 0.013181 || Task Loss: 0.2679 || KD Loss: 0.0793|| 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: 2 days, 3:44:21 || Estimated Time: 3 days, 15:47:39
2023-07-29 17:27:49,310 semantic_segmentation INFO: Iters: 55630/150000 || Lr: 0.013180 || Task Loss: 0.1584 || KD Loss: 0.0457|| 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, 3:44:56 || Estimated Time: 3 days, 15:47:08
2023-07-29 17:28:23,516 semantic_segmentation INFO: Iters: 55640/150000 || Lr: 0.013178 || Task Loss: 0.2850 || KD Loss: 0.0689|| 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: 2 days, 3:45:30 || Estimated Time: 3 days, 15:46:36
2023-07-29 17:28:58,000 semantic_segmentation INFO: Iters: 55650/150000 || Lr: 0.013177 || Task Loss: 0.2120 || KD Loss: 0.0520|| 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: 2 days, 3:46:04 || Estimated Time: 3 days, 15:46:04
2023-07-29 17:29:32,230 semantic_segmentation INFO: Iters: 55660/150000 || Lr: 0.013176 || Task Loss: 0.2448 || KD Loss: 0.0877|| 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: 2 days, 3:46:39 || Estimated Time: 3 days, 15:45:32
2023-07-29 17:30:06,580 semantic_segmentation INFO: Iters: 55670/150000 || Lr: 0.013175 || Task Loss: 0.1673 || KD Loss: 0.0412|| 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: 2 days, 3:47:13 || Estimated Time: 3 days, 15:44:59
2023-07-29 17:30:40,907 semantic_segmentation INFO: Iters: 55680/150000 || Lr: 0.013173 || Task Loss: 0.1847 || KD Loss: 0.0476|| 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, 3:47:47 || Estimated Time: 3 days, 15:44:27
2023-07-29 17:31:15,305 semantic_segmentation INFO: Iters: 55690/150000 || Lr: 0.013172 || Task Loss: 0.1738 || KD Loss: 0.0514|| 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, 3:48:22 || Estimated Time: 3 days, 15:43:55
2023-07-29 17:31:49,557 semantic_segmentation INFO: Iters: 55700/150000 || Lr: 0.013171 || Task Loss: 0.2361 || KD Loss: 0.0420|| 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: 2 days, 3:48:56 || Estimated Time: 3 days, 15:43:23
2023-07-29 17:32:23,951 semantic_segmentation INFO: Iters: 55710/150000 || Lr: 0.013170 || Task Loss: 0.3802 || KD Loss: 0.0818|| 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, 3:49:30 || Estimated Time: 3 days, 15:42:51
2023-07-29 17:32:58,113 semantic_segmentation INFO: Iters: 55720/150000 || Lr: 0.013168 || Task Loss: 0.2011 || KD Loss: 0.0467|| 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, 3:50:04 || Estimated Time: 3 days, 15:42:19
2023-07-29 17:33:32,538 semantic_segmentation INFO: Iters: 55730/150000 || Lr: 0.013167 || Task Loss: 0.1775 || KD Loss: 0.0476|| 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, 3:50:39 || Estimated Time: 3 days, 15:41:47
2023-07-29 17:34:06,752 semantic_segmentation INFO: Iters: 55740/150000 || Lr: 0.013166 || Task Loss: 0.2196 || KD Loss: 0.0568|| 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: 2 days, 3:51:13 || Estimated Time: 3 days, 15:41:15
2023-07-29 17:34:40,967 semantic_segmentation INFO: Iters: 55750/150000 || Lr: 0.013165 || Task Loss: 0.1578 || KD Loss: 0.0354|| 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, 3:51:47 || Estimated Time: 3 days, 15:40:43
2023-07-29 17:35:15,213 semantic_segmentation INFO: Iters: 55760/150000 || Lr: 0.013163 || Task Loss: 0.2487 || KD Loss: 0.0524|| 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: 2 days, 3:52:22 || Estimated Time: 3 days, 15:40:10
2023-07-29 17:35:49,397 semantic_segmentation INFO: Iters: 55770/150000 || Lr: 0.013162 || Task Loss: 0.1458 || KD Loss: 0.0552|| 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: 2 days, 3:52:56 || Estimated Time: 3 days, 15:39:38
2023-07-29 17:36:23,757 semantic_segmentation INFO: Iters: 55780/150000 || Lr: 0.013161 || Task Loss: 0.3381 || KD Loss: 0.1236|| 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: 2 days, 3:53:30 || Estimated Time: 3 days, 15:39:06
2023-07-29 17:36:58,117 semantic_segmentation INFO: Iters: 55790/150000 || Lr: 0.013159 || Task Loss: 0.2527 || KD Loss: 0.0455|| 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: 2 days, 3:54:04 || Estimated Time: 3 days, 15:38:34
2023-07-29 17:37:32,573 semantic_segmentation INFO: Iters: 55800/150000 || Lr: 0.013158 || Task Loss: 0.2583 || KD Loss: 0.1033|| 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: 2 days, 3:54:39 || Estimated Time: 3 days, 15:38:02
2023-07-29 17:38:06,798 semantic_segmentation INFO: Iters: 55810/150000 || Lr: 0.013157 || Task Loss: 0.2118 || KD Loss: 0.0780|| 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, 3:55:13 || Estimated Time: 3 days, 15:37:30
2023-07-29 17:38:41,286 semantic_segmentation INFO: Iters: 55820/150000 || Lr: 0.013156 || Task Loss: 0.2032 || KD Loss: 0.0478|| 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: 2 days, 3:55:48 || Estimated Time: 3 days, 15:36:58
2023-07-29 17:39:15,542 semantic_segmentation INFO: Iters: 55830/150000 || Lr: 0.013154 || Task Loss: 0.1785 || KD Loss: 0.0421|| 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: 2 days, 3:56:22 || Estimated Time: 3 days, 15:36:26
2023-07-29 17:39:49,693 semantic_segmentation INFO: Iters: 55840/150000 || Lr: 0.013153 || Task Loss: 0.1875 || KD Loss: 0.0473|| 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, 3:56:56 || Estimated Time: 3 days, 15:35:53
2023-07-29 17:40:24,033 semantic_segmentation INFO: Iters: 55850/150000 || Lr: 0.013152 || Task Loss: 0.1782 || KD Loss: 0.0468|| 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: 2 days, 3:57:30 || Estimated Time: 3 days, 15:35:21
2023-07-29 17:40:58,371 semantic_segmentation INFO: Iters: 55860/150000 || Lr: 0.013151 || Task Loss: 0.2867 || KD Loss: 0.0757|| 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: 2 days, 3:58:05 || Estimated Time: 3 days, 15:34:49
2023-07-29 17:41:32,567 semantic_segmentation INFO: Iters: 55870/150000 || Lr: 0.013149 || Task Loss: 0.2833 || KD Loss: 0.0847|| 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: 2 days, 3:58:39 || Estimated Time: 3 days, 15:34:17
2023-07-29 17:42:06,892 semantic_segmentation INFO: Iters: 55880/150000 || Lr: 0.013148 || Task Loss: 0.1702 || KD Loss: 0.0397|| 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, 3:59:13 || Estimated Time: 3 days, 15:33:45
2023-07-29 17:42:41,200 semantic_segmentation INFO: Iters: 55890/150000 || Lr: 0.013147 || Task Loss: 0.2673 || KD Loss: 0.0605|| 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: 2 days, 3:59:48 || Estimated Time: 3 days, 15:33:13
2023-07-29 17:43:15,365 semantic_segmentation INFO: Iters: 55900/150000 || Lr: 0.013146 || Task Loss: 0.2834 || KD Loss: 0.0631|| 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: 2 days, 4:00:22 || Estimated Time: 3 days, 15:32:40
2023-07-29 17:43:49,777 semantic_segmentation INFO: Iters: 55910/150000 || Lr: 0.013144 || Task Loss: 0.2254 || KD Loss: 0.0497|| 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: 2 days, 4:00:56 || Estimated Time: 3 days, 15:32:08
2023-07-29 17:44:23,960 semantic_segmentation INFO: Iters: 55920/150000 || Lr: 0.013143 || Task Loss: 0.1840 || KD Loss: 0.0478|| 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, 4:01:30 || Estimated Time: 3 days, 15:31:36
2023-07-29 17:44:58,165 semantic_segmentation INFO: Iters: 55930/150000 || Lr: 0.013142 || Task Loss: 0.2828 || KD Loss: 0.0566|| 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: 2 days, 4:02:05 || Estimated Time: 3 days, 15:31:04
2023-07-29 17:45:32,604 semantic_segmentation INFO: Iters: 55940/150000 || Lr: 0.013141 || Task Loss: 0.2311 || KD Loss: 0.0483|| 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: 2 days, 4:02:39 || Estimated Time: 3 days, 15:30:32
2023-07-29 17:46:07,002 semantic_segmentation INFO: Iters: 55950/150000 || Lr: 0.013139 || Task Loss: 0.2583 || KD Loss: 0.0471|| 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: 2 days, 4:03:13 || Estimated Time: 3 days, 15:30:00
2023-07-29 17:46:41,170 semantic_segmentation INFO: Iters: 55960/150000 || Lr: 0.013138 || Task Loss: 0.2135 || KD Loss: 0.0570|| 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, 4:03:48 || Estimated Time: 3 days, 15:29:28
2023-07-29 17:47:15,444 semantic_segmentation INFO: Iters: 55970/150000 || Lr: 0.013137 || Task Loss: 0.2063 || KD Loss: 0.0458|| 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: 2 days, 4:04:22 || Estimated Time: 3 days, 15:28:55
2023-07-29 17:47:49,850 semantic_segmentation INFO: Iters: 55980/150000 || Lr: 0.013136 || Task Loss: 0.1573 || KD Loss: 0.0493|| 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: 2 days, 4:04:56 || Estimated Time: 3 days, 15:28:23
2023-07-29 17:48:27,577 semantic_segmentation INFO: Iters: 55990/150000 || Lr: 0.013134 || Task Loss: 0.2462 || KD Loss: 0.0571|| 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: 2 days, 4:05:34 || Estimated Time: 3 days, 15:27:57
2023-07-29 17:49:02,158 semantic_segmentation INFO: Iters: 56000/150000 || Lr: 0.013133 || Task Loss: 0.2191 || KD Loss: 0.0526|| 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: 2 days, 4:06:09 || Estimated Time: 3 days, 15:27:25
2023-07-29 17:49:02,227 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 17:49:03,085 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.926, mIoU: 0.370
2023-07-29 17:49:03,210 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.953, mIoU: 0.482
2023-07-29 17:49:03,319 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.496
2023-07-29 17:49:03,427 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.960, mIoU: 0.525
2023-07-29 17:49:03,532 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.522
2023-07-29 17:49:03,637 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.526
2023-07-29 17:49:03,743 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.537
2023-07-29 17:49:03,852 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.553
2023-07-29 17:49:03,958 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.601
2023-07-29 17:49:04,081 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.647
2023-07-29 17:49:04,210 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.959, mIoU: 0.659
2023-07-29 17:49:04,335 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.955, mIoU: 0.663
2023-07-29 17:49:04,460 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.955, mIoU: 0.669
2023-07-29 17:49:04,582 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.951, mIoU: 0.652
2023-07-29 17:49:04,703 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.948, mIoU: 0.646
2023-07-29 17:49:04,824 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.637
2023-07-29 17:49:04,943 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.640
2023-07-29 17:49:05,062 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.643
2023-07-29 17:49:05,180 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.946, mIoU: 0.652
2023-07-29 17:49:05,297 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.945, mIoU: 0.657
2023-07-29 17:49:05,414 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.943, mIoU: 0.658
2023-07-29 17:49:05,532 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-29 17:49:05,650 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.944, mIoU: 0.690
2023-07-29 17:49:05,768 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.943, mIoU: 0.697
2023-07-29 17:49:05,885 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.942, mIoU: 0.708
2023-07-29 17:49:06,000 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.943, mIoU: 0.711
2023-07-29 17:49:06,116 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.941, mIoU: 0.700
2023-07-29 17:49:06,236 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.940, mIoU: 0.692
2023-07-29 17:49:06,351 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.939, mIoU: 0.692
2023-07-29 17:49:06,468 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.689
2023-07-29 17:49:06,584 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.938, mIoU: 0.687
2023-07-29 17:49:06,702 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-29 17:49:06,818 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.687
2023-07-29 17:49:06,942 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.687
2023-07-29 17:49:07,061 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.938, mIoU: 0.689
2023-07-29 17:49:07,178 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.939, mIoU: 0.689
2023-07-29 17:49:07,294 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.939, mIoU: 0.685
2023-07-29 17:49:07,410 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-29 17:49:07,526 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.678
2023-07-29 17:49:07,639 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.938, mIoU: 0.680
2023-07-29 17:49:07,753 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.939, mIoU: 0.680
2023-07-29 17:49:07,870 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-29 17:49:07,986 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.940, mIoU: 0.681
2023-07-29 17:49:08,102 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.940, mIoU: 0.682
2023-07-29 17:49:08,217 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.941, mIoU: 0.681
2023-07-29 17:49:08,330 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.941, mIoU: 0.682
2023-07-29 17:49:08,443 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.941, mIoU: 0.682
2023-07-29 17:49:08,556 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.942, mIoU: 0.681
2023-07-29 17:49:08,665 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.942, mIoU: 0.683
2023-07-29 17:49:08,777 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.685
2023-07-29 17:49:08,897 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.685
2023-07-29 17:49:09,014 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.939, mIoU: 0.669
2023-07-29 17:49:09,129 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-29 17:49:09,243 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.939, mIoU: 0.675
2023-07-29 17:49:09,354 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.939, mIoU: 0.675
2023-07-29 17:49:09,461 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.938, mIoU: 0.670
2023-07-29 17:49:09,568 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.939, mIoU: 0.670
2023-07-29 17:49:09,673 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.939, mIoU: 0.676
2023-07-29 17:49:09,778 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-29 17:49:09,883 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-29 17:49:09,990 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.939, mIoU: 0.681
2023-07-29 17:49:10,096 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.939, mIoU: 0.683
2023-07-29 17:49:10,202 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.938, mIoU: 0.682
2023-07-29 17:49:10,308 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.937, mIoU: 0.680
2023-07-29 17:49:10,422 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-29 17:49:10,539 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-29 17:49:10,656 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-29 17:49:10,774 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.936, mIoU: 0.682
2023-07-29 17:49:10,890 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.936, mIoU: 0.682
2023-07-29 17:49:11,010 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-29 17:49:11,123 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.936, mIoU: 0.682
2023-07-29 17:49:11,239 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-29 17:49:11,356 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.937, mIoU: 0.681
2023-07-29 17:49:11,472 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.937, mIoU: 0.681
2023-07-29 17:49:11,589 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-29 17:49:11,704 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.936, mIoU: 0.682
2023-07-29 17:49:11,820 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-29 17:49:11,931 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-29 17:49:12,047 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-29 17:49:12,163 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-29 17:49:12,280 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.937, mIoU: 0.685
2023-07-29 17:49:12,395 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.937, mIoU: 0.686
2023-07-29 17:49:12,509 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.937, mIoU: 0.685
2023-07-29 17:49:12,625 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.936, mIoU: 0.683
2023-07-29 17:49:12,740 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 17:49:12,854 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.933, mIoU: 0.679
2023-07-29 17:49:12,970 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.934, mIoU: 0.680
2023-07-29 17:49:13,083 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.934, mIoU: 0.680
2023-07-29 17:49:13,201 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.934, mIoU: 0.680
2023-07-29 17:49:13,316 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.934, mIoU: 0.680
2023-07-29 17:49:13,431 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.934, mIoU: 0.681
2023-07-29 17:49:13,544 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.933, mIoU: 0.674
2023-07-29 17:49:13,657 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.933, mIoU: 0.673
2023-07-29 17:49:13,767 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.933, mIoU: 0.673
2023-07-29 17:49:13,878 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.934, mIoU: 0.674
2023-07-29 17:49:13,989 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.933, mIoU: 0.672
2023-07-29 17:49:14,123 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.933, mIoU: 0.672
2023-07-29 17:49:14,268 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.933, mIoU: 0.672
2023-07-29 17:49:14,404 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.933, mIoU: 0.670
2023-07-29 17:49:14,539 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.933, mIoU: 0.670
2023-07-29 17:49:14,671 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.931, mIoU: 0.670
2023-07-29 17:49:14,800 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.930, mIoU: 0.667
2023-07-29 17:49:14,929 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.930, mIoU: 0.667
2023-07-29 17:49:15,060 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.930, mIoU: 0.667
2023-07-29 17:49:15,188 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.930, mIoU: 0.667
2023-07-29 17:49:15,313 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.931, mIoU: 0.667
2023-07-29 17:49:15,435 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.931, mIoU: 0.667
2023-07-29 17:49:15,555 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.931, mIoU: 0.668
2023-07-29 17:49:15,676 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.931, mIoU: 0.667
2023-07-29 17:49:15,796 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.930, mIoU: 0.666
2023-07-29 17:49:15,917 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.931, mIoU: 0.667
2023-07-29 17:49:16,039 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.930, mIoU: 0.666
2023-07-29 17:49:16,157 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.931, mIoU: 0.666
2023-07-29 17:49:16,275 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.931, mIoU: 0.665
2023-07-29 17:49:16,392 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.931, mIoU: 0.665
2023-07-29 17:49:16,509 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.931, mIoU: 0.664
2023-07-29 17:49:16,625 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.931, mIoU: 0.670
2023-07-29 17:49:16,741 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.930, mIoU: 0.670
2023-07-29 17:49:16,855 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.930, mIoU: 0.672
2023-07-29 17:49:16,972 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.930, mIoU: 0.672
2023-07-29 17:49:17,091 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.930, mIoU: 0.672
2023-07-29 17:49:17,208 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.930, mIoU: 0.671
2023-07-29 17:49:17,324 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.930, mIoU: 0.672
2023-07-29 17:49:17,438 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.930, mIoU: 0.673
2023-07-29 17:49:17,555 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.930, mIoU: 0.672
2023-07-29 17:49:17,670 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.930, mIoU: 0.675
2023-07-29 17:49:17,785 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.931, mIoU: 0.677
2023-07-29 17:49:17,901 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.931, mIoU: 0.677
2023-07-29 17:49:18,020 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.931, mIoU: 0.677
2023-07-29 17:49:18,134 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.931, mIoU: 0.677
2023-07-29 17:49:18,249 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.931, mIoU: 0.677
2023-07-29 17:49:18,361 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.932, mIoU: 0.677
2023-07-29 17:49:18,474 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.932, mIoU: 0.677
2023-07-29 17:49:18,586 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.932, mIoU: 0.677
2023-07-29 17:49:18,698 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.932, mIoU: 0.678
2023-07-29 17:49:18,814 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.933, mIoU: 0.678
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2023-07-29 17:49:41,123 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.938, mIoU: 0.679
2023-07-29 17:49:41,229 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.938, mIoU: 0.679
2023-07-29 17:49:41,338 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.938, mIoU: 0.680
2023-07-29 17:49:41,449 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.938, mIoU: 0.680
2023-07-29 17:49:41,568 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.938, mIoU: 0.680
2023-07-29 17:49:41,687 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.938, mIoU: 0.680
2023-07-29 17:49:41,802 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.938, mIoU: 0.680
2023-07-29 17:49:41,916 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.938, mIoU: 0.681
2023-07-29 17:49:42,029 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.938, mIoU: 0.681
2023-07-29 17:49:42,139 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.939, mIoU: 0.681
2023-07-29 17:49:42,244 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.939, mIoU: 0.681
2023-07-29 17:49:42,353 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.939, mIoU: 0.681
2023-07-29 17:49:42,468 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.939, mIoU: 0.681
2023-07-29 17:49:42,586 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.939, mIoU: 0.681
2023-07-29 17:49:42,704 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.939, mIoU: 0.682
2023-07-29 17:49:42,819 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.939, mIoU: 0.682
2023-07-29 17:49:42,934 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.939, mIoU: 0.682
2023-07-29 17:49:43,047 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.939, mIoU: 0.682
2023-07-29 17:49:43,158 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.939, mIoU: 0.682
2023-07-29 17:49:43,265 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.939, mIoU: 0.682
2023-07-29 17:49:43,371 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.939, mIoU: 0.683
2023-07-29 17:49:43,478 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.939, mIoU: 0.683
2023-07-29 17:49:43,585 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.939, mIoU: 0.683
2023-07-29 17:49:43,691 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.940, mIoU: 0.683
2023-07-29 17:49:43,803 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.940, mIoU: 0.683
2023-07-29 17:49:43,917 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.940, mIoU: 0.683
2023-07-29 17:49:44,036 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.940, mIoU: 0.683
2023-07-29 17:49:44,154 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.940, mIoU: 0.684
2023-07-29 17:49:44,268 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.940, mIoU: 0.683
2023-07-29 17:49:44,384 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.940, mIoU: 0.683
2023-07-29 17:49:44,497 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.940, mIoU: 0.683
2023-07-29 17:49:44,610 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.940, mIoU: 0.683
2023-07-29 17:49:44,725 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.940, mIoU: 0.683
2023-07-29 17:49:44,843 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.940, mIoU: 0.683
2023-07-29 17:49:44,962 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.940, mIoU: 0.683
2023-07-29 17:49:45,080 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.940, mIoU: 0.684
2023-07-29 17:49:45,193 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.940, mIoU: 0.684
2023-07-29 17:49:45,303 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.940, mIoU: 0.684
2023-07-29 17:49:45,414 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.941, mIoU: 0.684
2023-07-29 17:49:45,523 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.941, mIoU: 0.684
2023-07-29 17:49:45,628 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.941, mIoU: 0.684
2023-07-29 17:49:45,734 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.941, mIoU: 0.684
2023-07-29 17:49:45,840 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.941, mIoU: 0.684
2023-07-29 17:49:45,946 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.941, mIoU: 0.684
2023-07-29 17:49:46,063 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.941, mIoU: 0.684
2023-07-29 17:49:46,182 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.941, mIoU: 0.685
2023-07-29 17:49:46,304 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.941, mIoU: 0.685
2023-07-29 17:49:46,430 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.941, mIoU: 0.685
2023-07-29 17:49:46,549 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.941, mIoU: 0.685
2023-07-29 17:49:46,670 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.941, mIoU: 0.686
2023-07-29 17:49:46,793 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.941, mIoU: 0.686
2023-07-29 17:49:46,917 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.941, mIoU: 0.686
2023-07-29 17:49:47,042 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.941, mIoU: 0.686
2023-07-29 17:49:47,161 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.941, mIoU: 0.686
2023-07-29 17:49:47,281 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.941, mIoU: 0.686
2023-07-29 17:49:47,404 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.941, mIoU: 0.686
2023-07-29 17:49:47,530 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.941, mIoU: 0.686
2023-07-29 17:49:47,649 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.942, mIoU: 0.687
2023-07-29 17:49:47,769 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.942, mIoU: 0.687
2023-07-29 17:49:47,886 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.942, mIoU: 0.688
2023-07-29 17:49:48,006 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.942, mIoU: 0.688
2023-07-29 17:49:48,126 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.942, mIoU: 0.688
2023-07-29 17:49:48,247 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.942, mIoU: 0.688
2023-07-29 17:49:48,364 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.942, mIoU: 0.688
2023-07-29 17:49:48,484 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.942, mIoU: 0.688
2023-07-29 17:49:48,599 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.942, mIoU: 0.688
2023-07-29 17:49:48,718 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.942, mIoU: 0.688
2023-07-29 17:49:48,837 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.942, mIoU: 0.688
2023-07-29 17:49:48,957 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.942, mIoU: 0.688
2023-07-29 17:49:49,078 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.942, mIoU: 0.688
2023-07-29 17:49:49,194 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.942, mIoU: 0.688
2023-07-29 17:49:49,311 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.943, mIoU: 0.688
2023-07-29 17:49:49,427 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.943, mIoU: 0.688
2023-07-29 17:49:49,553 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.943, mIoU: 0.688
2023-07-29 17:49:49,672 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.943, mIoU: 0.689
2023-07-29 17:49:49,789 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.943, mIoU: 0.689
2023-07-29 17:49:49,907 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.943, mIoU: 0.689
2023-07-29 17:49:50,026 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.943, mIoU: 0.689
2023-07-29 17:49:50,142 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.943, mIoU: 0.689
2023-07-29 17:49:50,256 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.943, mIoU: 0.689
2023-07-29 17:49:50,373 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.943, mIoU: 0.689
2023-07-29 17:49:50,496 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.943, mIoU: 0.689
2023-07-29 17:49:50,613 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.943, mIoU: 0.689
2023-07-29 17:49:50,730 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.943, mIoU: 0.689
2023-07-29 17:49:50,845 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.943, mIoU: 0.689
2023-07-29 17:49:50,959 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.943, mIoU: 0.690
2023-07-29 17:49:51,073 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.943, mIoU: 0.690
2023-07-29 17:49:51,190 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.943, mIoU: 0.690
2023-07-29 17:49:51,311 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.943, mIoU: 0.691
2023-07-29 17:49:51,425 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.943, mIoU: 0.690
2023-07-29 17:49:51,547 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-29 17:49:51,659 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-29 17:49:51,773 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.944, mIoU: 0.690
2023-07-29 17:49:51,889 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.944, mIoU: 0.690
2023-07-29 17:49:52,006 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-29 17:49:52,125 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-29 17:49:52,242 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.944, mIoU: 0.690
2023-07-29 17:49:52,359 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.944, mIoU: 0.690
2023-07-29 17:49:52,474 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-29 17:49:52,594 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-29 17:49:52,708 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-29 17:49:52,824 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-29 17:49:52,943 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-29 17:49:53,058 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-29 17:49:53,173 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-29 17:49:53,286 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-29 17:49:53,400 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-29 17:49:53,508 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-29 17:49:53,625 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-29 17:49:53,740 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-29 17:49:53,857 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-29 17:49:53,976 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-29 17:49:54,096 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-29 17:49:54,208 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-29 17:49:54,317 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-29 17:49:54,423 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-29 17:49:54,531 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-29 17:49:54,638 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-29 17:49:54,746 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-29 17:49:54,854 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-29 17:49:54,963 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-29 17:49:55,102 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-29 17:49:55,251 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-29 17:49:55,390 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-29 17:49:55,527 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-29 17:49:55,663 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-29 17:49:55,793 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-29 17:49:55,918 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-29 17:49:56,048 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.945, mIoU: 0.692
2023-07-29 17:49:56,174 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.945, mIoU: 0.692
2023-07-29 17:49:56,299 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.945, mIoU: 0.692
2023-07-29 17:49:56,424 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.945, mIoU: 0.692
2023-07-29 17:49:56,545 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.945, mIoU: 0.692
2023-07-29 17:49:56,670 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.945, mIoU: 0.692
2023-07-29 17:49:56,791 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.945, mIoU: 0.693
2023-07-29 17:49:56,913 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.945, mIoU: 0.692
2023-07-29 17:49:57,038 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.945, mIoU: 0.692
2023-07-29 17:49:57,160 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.945, mIoU: 0.692
2023-07-29 17:49:57,281 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.945, mIoU: 0.692
2023-07-29 17:49:57,400 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.945, mIoU: 0.692
2023-07-29 17:49:57,521 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.945, mIoU: 0.692
2023-07-29 17:49:57,643 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.945, mIoU: 0.692
2023-07-29 17:49:57,759 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.945, mIoU: 0.692
2023-07-29 17:49:57,879 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.945, mIoU: 0.692
2023-07-29 17:49:57,999 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.945, mIoU: 0.692
2023-07-29 17:49:58,121 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.946, mIoU: 0.692
2023-07-29 17:49:58,239 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.946, mIoU: 0.692
2023-07-29 17:49:58,355 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.946, mIoU: 0.692
2023-07-29 17:49:58,471 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.946, mIoU: 0.692
2023-07-29 17:49:58,589 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.946, mIoU: 0.692
2023-07-29 17:49:58,708 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.946, mIoU: 0.692
2023-07-29 17:49:58,822 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.946, mIoU: 0.692
2023-07-29 17:49:58,937 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.946, mIoU: 0.692
2023-07-29 17:49:59,052 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.946, mIoU: 0.692
2023-07-29 17:49:59,167 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.946, mIoU: 0.693
2023-07-29 17:49:59,286 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.946, mIoU: 0.693
2023-07-29 17:49:59,402 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.946, mIoU: 0.693
2023-07-29 17:49:59,518 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.946, mIoU: 0.693
2023-07-29 17:49:59,634 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.946, mIoU: 0.693
2023-07-29 17:49:59,749 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.946, mIoU: 0.693
2023-07-29 17:49:59,862 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.946, mIoU: 0.693
2023-07-29 17:49:59,976 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.946, mIoU: 0.693
2023-07-29 17:50:00,092 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.946, mIoU: 0.693
2023-07-29 17:50:00,207 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.946, mIoU: 0.693
2023-07-29 17:50:00,322 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.946, mIoU: 0.693
2023-07-29 17:50:00,434 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.946, mIoU: 0.693
2023-07-29 17:50:00,549 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.946, mIoU: 0.693
2023-07-29 17:50:00,660 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.946, mIoU: 0.693
2023-07-29 17:50:35,237 semantic_segmentation INFO: Iters: 56010/150000 || Lr: 0.013132 || Task Loss: 0.1554 || KD Loss: 0.0469|| 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, 4:07:42 || Estimated Time: 3 days, 15:28:32
2023-07-29 17:51:09,360 semantic_segmentation INFO: Iters: 56020/150000 || Lr: 0.013131 || Task Loss: 0.2595 || KD Loss: 0.0663|| 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: 2 days, 4:08:16 || Estimated Time: 3 days, 15:27:59
2023-07-29 17:51:43,871 semantic_segmentation INFO: Iters: 56030/150000 || Lr: 0.013129 || Task Loss: 0.2133 || KD Loss: 0.0551|| 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, 4:08:50 || Estimated Time: 3 days, 15:27:28
2023-07-29 17:52:18,257 semantic_segmentation INFO: Iters: 56040/150000 || Lr: 0.013128 || Task Loss: 0.2097 || KD Loss: 0.0798|| 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, 4:09:25 || Estimated Time: 3 days, 15:26:56
2023-07-29 17:52:52,723 semantic_segmentation INFO: Iters: 56050/150000 || Lr: 0.013127 || Task Loss: 0.2640 || KD Loss: 0.0610|| 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, 4:09:59 || Estimated Time: 3 days, 15:26:24
2023-07-29 17:53:27,228 semantic_segmentation INFO: Iters: 56060/150000 || Lr: 0.013126 || Task Loss: 0.1529 || KD Loss: 0.0435|| 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: 2 days, 4:10:34 || Estimated Time: 3 days, 15:25:52
2023-07-29 17:54:01,536 semantic_segmentation INFO: Iters: 56070/150000 || Lr: 0.013124 || Task Loss: 0.2913 || KD Loss: 0.0884|| 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: 2 days, 4:11:08 || Estimated Time: 3 days, 15:25:20
2023-07-29 17:54:35,941 semantic_segmentation INFO: Iters: 56080/150000 || Lr: 0.013123 || Task Loss: 0.2076 || KD Loss: 0.0599|| 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, 4:11:42 || Estimated Time: 3 days, 15:24:48
2023-07-29 17:55:10,117 semantic_segmentation INFO: Iters: 56090/150000 || Lr: 0.013122 || Task Loss: 0.2667 || KD Loss: 0.0661|| 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: 2 days, 4:12:16 || Estimated Time: 3 days, 15:24:15
2023-07-29 17:55:44,428 semantic_segmentation INFO: Iters: 56100/150000 || Lr: 0.013121 || Task Loss: 0.2485 || KD Loss: 0.0571|| 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: 2 days, 4:12:51 || Estimated Time: 3 days, 15:23:43
2023-07-29 17:56:18,527 semantic_segmentation INFO: Iters: 56110/150000 || Lr: 0.013119 || Task Loss: 0.1808 || KD Loss: 0.0523|| 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: 2 days, 4:13:25 || Estimated Time: 3 days, 15:23:11
2023-07-29 17:56:52,922 semantic_segmentation INFO: Iters: 56120/150000 || Lr: 0.013118 || Task Loss: 0.2330 || KD Loss: 0.0526|| 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: 2 days, 4:13:59 || Estimated Time: 3 days, 15:22:39
2023-07-29 17:57:27,278 semantic_segmentation INFO: Iters: 56130/150000 || Lr: 0.013117 || Task Loss: 0.2268 || KD Loss: 0.0605|| 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: 2 days, 4:14:34 || Estimated Time: 3 days, 15:22:07
2023-07-29 17:58:01,723 semantic_segmentation INFO: Iters: 56140/150000 || Lr: 0.013115 || Task Loss: 0.2509 || KD Loss: 0.0707|| 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, 4:15:08 || Estimated Time: 3 days, 15:21:35
2023-07-29 17:58:35,940 semantic_segmentation INFO: Iters: 56150/150000 || Lr: 0.013114 || Task Loss: 0.2452 || KD Loss: 0.0505|| 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, 4:15:42 || Estimated Time: 3 days, 15:21:02
2023-07-29 17:59:10,205 semantic_segmentation INFO: Iters: 56160/150000 || Lr: 0.013113 || Task Loss: 0.1885 || KD Loss: 0.0581|| 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, 4:16:17 || Estimated Time: 3 days, 15:20:30
2023-07-29 17:59:44,548 semantic_segmentation INFO: Iters: 56170/150000 || Lr: 0.013112 || Task Loss: 0.2112 || KD Loss: 0.0461|| 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: 2 days, 4:16:51 || Estimated Time: 3 days, 15:19:58
2023-07-29 18:00:18,872 semantic_segmentation INFO: Iters: 56180/150000 || Lr: 0.013110 || Task Loss: 0.1669 || KD Loss: 0.0390|| 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, 4:17:25 || Estimated Time: 3 days, 15:19:26
2023-07-29 18:00:53,111 semantic_segmentation INFO: Iters: 56190/150000 || Lr: 0.013109 || Task Loss: 0.1878 || KD Loss: 0.0715|| 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, 4:17:59 || Estimated Time: 3 days, 15:18:54
2023-07-29 18:01:27,412 semantic_segmentation INFO: Iters: 56200/150000 || Lr: 0.013108 || Task Loss: 0.2681 || KD Loss: 0.0664|| 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, 4:18:34 || Estimated Time: 3 days, 15:18:21
2023-07-29 18:02:01,575 semantic_segmentation INFO: Iters: 56210/150000 || Lr: 0.013107 || Task Loss: 0.2228 || KD Loss: 0.0612|| 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: 2 days, 4:19:08 || Estimated Time: 3 days, 15:17:49
2023-07-29 18:02:35,949 semantic_segmentation INFO: Iters: 56220/150000 || Lr: 0.013105 || Task Loss: 0.1723 || KD Loss: 0.0396|| 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, 4:19:42 || Estimated Time: 3 days, 15:17:17
2023-07-29 18:03:10,126 semantic_segmentation INFO: Iters: 56230/150000 || Lr: 0.013104 || Task Loss: 0.2138 || KD Loss: 0.0564|| 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: 2 days, 4:20:16 || Estimated Time: 3 days, 15:16:44
2023-07-29 18:03:44,407 semantic_segmentation INFO: Iters: 56240/150000 || Lr: 0.013103 || Task Loss: 0.2650 || KD Loss: 0.0607|| 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: 2 days, 4:20:51 || Estimated Time: 3 days, 15:16:12
2023-07-29 18:04:18,838 semantic_segmentation INFO: Iters: 56250/150000 || Lr: 0.013102 || Task Loss: 0.3460 || KD Loss: 0.2021|| 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: 2 days, 4:21:25 || Estimated Time: 3 days, 15:15:40
2023-07-29 18:04:53,122 semantic_segmentation INFO: Iters: 56260/150000 || Lr: 0.013100 || Task Loss: 0.2215 || KD Loss: 0.0661|| 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: 2 days, 4:21:59 || Estimated Time: 3 days, 15:15:08
2023-07-29 18:05:27,387 semantic_segmentation INFO: Iters: 56270/150000 || Lr: 0.013099 || Task Loss: 0.2449 || KD Loss: 0.0803|| 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: 2 days, 4:22:34 || Estimated Time: 3 days, 15:14:36
2023-07-29 18:06:01,687 semantic_segmentation INFO: Iters: 56280/150000 || Lr: 0.013098 || Task Loss: 0.3644 || KD Loss: 0.1463|| 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: 2 days, 4:23:08 || Estimated Time: 3 days, 15:14:04
2023-07-29 18:06:35,958 semantic_segmentation INFO: Iters: 56290/150000 || Lr: 0.013097 || Task Loss: 0.1963 || KD Loss: 0.0700|| 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, 4:23:42 || Estimated Time: 3 days, 15:13:31
2023-07-29 18:07:10,356 semantic_segmentation INFO: Iters: 56300/150000 || Lr: 0.013095 || Task Loss: 0.2284 || KD Loss: 0.0705|| 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: 2 days, 4:24:17 || Estimated Time: 3 days, 15:12:59
2023-07-29 18:07:44,525 semantic_segmentation INFO: Iters: 56310/150000 || Lr: 0.013094 || Task Loss: 0.1874 || KD Loss: 0.0568|| 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, 4:24:51 || Estimated Time: 3 days, 15:12:27
2023-07-29 18:08:18,865 semantic_segmentation INFO: Iters: 56320/150000 || Lr: 0.013093 || Task Loss: 0.2361 || KD Loss: 0.0736|| 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: 2 days, 4:25:25 || Estimated Time: 3 days, 15:11:55
2023-07-29 18:08:53,181 semantic_segmentation INFO: Iters: 56330/150000 || Lr: 0.013092 || Task Loss: 0.2900 || KD Loss: 0.0924|| 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: 2 days, 4:26:00 || Estimated Time: 3 days, 15:11:23
2023-07-29 18:09:27,395 semantic_segmentation INFO: Iters: 56340/150000 || Lr: 0.013090 || Task Loss: 0.3642 || KD Loss: 0.1328|| 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: 2 days, 4:26:34 || Estimated Time: 3 days, 15:10:50
2023-07-29 18:10:01,936 semantic_segmentation INFO: Iters: 56350/150000 || Lr: 0.013089 || Task Loss: 0.1827 || KD Loss: 0.0603|| 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: 2 days, 4:27:08 || Estimated Time: 3 days, 15:10:19
2023-07-29 18:10:36,238 semantic_segmentation INFO: Iters: 56360/150000 || Lr: 0.013088 || Task Loss: 0.1840 || KD Loss: 0.0766|| 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: 2 days, 4:27:43 || Estimated Time: 3 days, 15:09:46
2023-07-29 18:11:10,461 semantic_segmentation INFO: Iters: 56370/150000 || Lr: 0.013087 || Task Loss: 0.1498 || KD Loss: 0.0407|| 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: 2 days, 4:28:17 || Estimated Time: 3 days, 15:09:14
2023-07-29 18:11:44,875 semantic_segmentation INFO: Iters: 56380/150000 || Lr: 0.013085 || Task Loss: 0.2182 || KD Loss: 0.0489|| 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: 2 days, 4:28:51 || Estimated Time: 3 days, 15:08:42
2023-07-29 18:12:19,323 semantic_segmentation INFO: Iters: 56390/150000 || Lr: 0.013084 || Task Loss: 0.2190 || KD Loss: 0.0713|| 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: 2 days, 4:29:26 || Estimated Time: 3 days, 15:08:10
2023-07-29 18:12:53,694 semantic_segmentation INFO: Iters: 56400/150000 || Lr: 0.013083 || Task Loss: 0.3394 || KD Loss: 0.1146|| 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: 2 days, 4:30:00 || Estimated Time: 3 days, 15:07:38
2023-07-29 18:13:27,893 semantic_segmentation INFO: Iters: 56410/150000 || Lr: 0.013082 || Task Loss: 0.2208 || KD Loss: 0.0728|| 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, 4:30:34 || Estimated Time: 3 days, 15:07:06
2023-07-29 18:14:03,368 semantic_segmentation INFO: Iters: 56420/150000 || Lr: 0.013080 || Task Loss: 0.2185 || KD Loss: 0.0486|| 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: 2 days, 4:31:10 || Estimated Time: 3 days, 15:06:35
2023-07-29 18:14:40,289 semantic_segmentation INFO: Iters: 56430/150000 || Lr: 0.013079 || Task Loss: 0.1492 || KD Loss: 0.0470|| 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: 2 days, 4:31:47 || Estimated Time: 3 days, 15:06:07
2023-07-29 18:15:14,536 semantic_segmentation INFO: Iters: 56440/150000 || Lr: 0.013078 || Task Loss: 0.2129 || KD Loss: 0.0663|| 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: 2 days, 4:32:21 || Estimated Time: 3 days, 15:05:35
2023-07-29 18:15:48,886 semantic_segmentation INFO: Iters: 56450/150000 || Lr: 0.013076 || Task Loss: 0.2543 || KD Loss: 0.2391|| 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, 4:32:55 || Estimated Time: 3 days, 15:05:03
2023-07-29 18:16:23,029 semantic_segmentation INFO: Iters: 56460/150000 || Lr: 0.013075 || Task Loss: 0.1606 || KD Loss: 0.0429|| 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, 4:33:29 || Estimated Time: 3 days, 15:04:31
2023-07-29 18:16:57,242 semantic_segmentation INFO: Iters: 56470/150000 || Lr: 0.013074 || Task Loss: 0.1686 || KD Loss: 0.0372|| 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: 2 days, 4:34:04 || Estimated Time: 3 days, 15:03:58
2023-07-29 18:17:31,491 semantic_segmentation INFO: Iters: 56480/150000 || Lr: 0.013073 || Task Loss: 0.2172 || KD Loss: 0.0604|| 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: 2 days, 4:34:38 || Estimated Time: 3 days, 15:03:26
2023-07-29 18:18:05,866 semantic_segmentation INFO: Iters: 56490/150000 || Lr: 0.013071 || Task Loss: 0.2044 || KD Loss: 0.0585|| 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: 2 days, 4:35:12 || Estimated Time: 3 days, 15:02:54
2023-07-29 18:18:40,322 semantic_segmentation INFO: Iters: 56500/150000 || Lr: 0.013070 || Task Loss: 0.3671 || KD Loss: 0.1535|| 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: 2 days, 4:35:47 || Estimated Time: 3 days, 15:02:22
2023-07-29 18:19:14,580 semantic_segmentation INFO: Iters: 56510/150000 || Lr: 0.013069 || Task Loss: 0.2690 || KD Loss: 0.0823|| 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, 4:36:21 || Estimated Time: 3 days, 15:01:50
2023-07-29 18:19:48,909 semantic_segmentation INFO: Iters: 56520/150000 || Lr: 0.013068 || Task Loss: 0.2331 || KD Loss: 0.0607|| 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: 2 days, 4:36:55 || Estimated Time: 3 days, 15:01:18
2023-07-29 18:20:23,125 semantic_segmentation INFO: Iters: 56530/150000 || Lr: 0.013066 || Task Loss: 0.1865 || KD Loss: 0.0596|| 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: 2 days, 4:37:29 || Estimated Time: 3 days, 15:00:45
2023-07-29 18:20:57,330 semantic_segmentation INFO: Iters: 56540/150000 || Lr: 0.013065 || Task Loss: 0.2227 || KD Loss: 0.0642|| 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: 2 days, 4:38:04 || Estimated Time: 3 days, 15:00:13
2023-07-29 18:21:31,718 semantic_segmentation INFO: Iters: 56550/150000 || Lr: 0.013064 || Task Loss: 0.2147 || KD Loss: 0.0541|| 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: 2 days, 4:38:38 || Estimated Time: 3 days, 14:59:41
2023-07-29 18:22:05,910 semantic_segmentation INFO: Iters: 56560/150000 || Lr: 0.013063 || Task Loss: 0.1750 || KD Loss: 0.0594|| 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: 2 days, 4:39:12 || Estimated Time: 3 days, 14:59:08
2023-07-29 18:22:40,530 semantic_segmentation INFO: Iters: 56570/150000 || Lr: 0.013061 || Task Loss: 0.2485 || KD Loss: 0.0831|| 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: 2 days, 4:39:47 || Estimated Time: 3 days, 14:58:37
2023-07-29 18:23:14,773 semantic_segmentation INFO: Iters: 56580/150000 || Lr: 0.013060 || Task Loss: 0.2359 || KD Loss: 0.0609|| 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, 4:40:21 || Estimated Time: 3 days, 14:58:04
2023-07-29 18:23:48,931 semantic_segmentation INFO: Iters: 56590/150000 || Lr: 0.013059 || Task Loss: 0.2440 || KD Loss: 0.0696|| 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, 4:40:55 || Estimated Time: 3 days, 14:57:32
2023-07-29 18:24:23,158 semantic_segmentation INFO: Iters: 56600/150000 || Lr: 0.013058 || Task Loss: 0.2066 || KD Loss: 0.0461|| 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, 4:41:30 || Estimated Time: 3 days, 14:56:59
2023-07-29 18:24:57,544 semantic_segmentation INFO: Iters: 56610/150000 || Lr: 0.013056 || Task Loss: 0.1867 || KD Loss: 0.0456|| 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, 4:42:04 || Estimated Time: 3 days, 14:56:27
2023-07-29 18:25:31,731 semantic_segmentation INFO: Iters: 56620/150000 || Lr: 0.013055 || Task Loss: 0.2168 || KD Loss: 0.0481|| 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: 2 days, 4:42:38 || Estimated Time: 3 days, 14:55:55
2023-07-29 18:26:05,825 semantic_segmentation INFO: Iters: 56630/150000 || Lr: 0.013054 || Task Loss: 0.3395 || KD Loss: 0.0941|| 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: 2 days, 4:43:12 || Estimated Time: 3 days, 14:55:22
2023-07-29 18:26:40,335 semantic_segmentation INFO: Iters: 56640/150000 || Lr: 0.013053 || Task Loss: 0.2186 || KD Loss: 0.0612|| 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: 2 days, 4:43:47 || Estimated Time: 3 days, 14:54:51
2023-07-29 18:27:14,712 semantic_segmentation INFO: Iters: 56650/150000 || Lr: 0.013051 || Task Loss: 0.2039 || KD Loss: 0.0546|| 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: 2 days, 4:44:21 || Estimated Time: 3 days, 14:54:19
2023-07-29 18:27:49,440 semantic_segmentation INFO: Iters: 56660/150000 || Lr: 0.013050 || Task Loss: 0.1988 || KD Loss: 0.0487|| 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, 4:44:56 || Estimated Time: 3 days, 14:53:47
2023-07-29 18:28:23,700 semantic_segmentation INFO: Iters: 56670/150000 || Lr: 0.013049 || Task Loss: 0.2539 || KD Loss: 0.0690|| 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: 2 days, 4:45:30 || Estimated Time: 3 days, 14:53:15
2023-07-29 18:28:57,887 semantic_segmentation INFO: Iters: 56680/150000 || Lr: 0.013048 || Task Loss: 0.2918 || KD Loss: 0.1152|| 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, 4:46:04 || Estimated Time: 3 days, 14:52:42
2023-07-29 18:29:32,168 semantic_segmentation INFO: Iters: 56690/150000 || Lr: 0.013046 || Task Loss: 0.3396 || KD Loss: 0.1066|| 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: 2 days, 4:46:39 || Estimated Time: 3 days, 14:52:10
2023-07-29 18:30:06,453 semantic_segmentation INFO: Iters: 56700/150000 || Lr: 0.013045 || Task Loss: 0.2629 || KD Loss: 0.0925|| 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, 4:47:13 || Estimated Time: 3 days, 14:51:38
2023-07-29 18:30:40,791 semantic_segmentation INFO: Iters: 56710/150000 || Lr: 0.013044 || Task Loss: 0.2157 || KD Loss: 0.0596|| 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: 2 days, 4:47:47 || Estimated Time: 3 days, 14:51:06
2023-07-29 18:31:15,070 semantic_segmentation INFO: Iters: 56720/150000 || Lr: 0.013043 || Task Loss: 0.2628 || KD Loss: 0.0862|| 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: 2 days, 4:48:21 || Estimated Time: 3 days, 14:50:33
2023-07-29 18:31:49,373 semantic_segmentation INFO: Iters: 56730/150000 || Lr: 0.013041 || Task Loss: 0.2585 || KD Loss: 0.0874|| 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: 2 days, 4:48:56 || Estimated Time: 3 days, 14:50:01
2023-07-29 18:32:23,783 semantic_segmentation INFO: Iters: 56740/150000 || Lr: 0.013040 || Task Loss: 0.1885 || KD Loss: 0.0449|| 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: 2 days, 4:49:30 || Estimated Time: 3 days, 14:49:29
2023-07-29 18:32:57,896 semantic_segmentation INFO: Iters: 56750/150000 || Lr: 0.013039 || Task Loss: 0.2580 || KD Loss: 0.0575|| 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: 2 days, 4:50:04 || Estimated Time: 3 days, 14:48:57
2023-07-29 18:33:32,063 semantic_segmentation INFO: Iters: 56760/150000 || Lr: 0.013037 || Task Loss: 0.1686 || KD Loss: 0.0491|| 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: 2 days, 4:50:38 || Estimated Time: 3 days, 14:48:24
2023-07-29 18:34:06,283 semantic_segmentation INFO: Iters: 56770/150000 || Lr: 0.013036 || Task Loss: 0.2141 || KD Loss: 0.0513|| 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: 2 days, 4:51:13 || Estimated Time: 3 days, 14:47:52
2023-07-29 18:34:40,838 semantic_segmentation INFO: Iters: 56780/150000 || Lr: 0.013035 || Task Loss: 0.2596 || KD Loss: 0.0676|| 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: 2 days, 4:51:47 || Estimated Time: 3 days, 14:47:20
2023-07-29 18:35:15,238 semantic_segmentation INFO: Iters: 56790/150000 || Lr: 0.013034 || Task Loss: 0.2357 || KD Loss: 0.0704|| 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: 2 days, 4:52:22 || Estimated Time: 3 days, 14:46:48
2023-07-29 18:35:49,503 semantic_segmentation INFO: Iters: 56800/150000 || Lr: 0.013032 || Task Loss: 0.1683 || KD Loss: 0.0392|| 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 days, 4:52:56 || Estimated Time: 3 days, 14:46:16
2023-07-29 18:35:49,572 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 18:35:50,496 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.402
2023-07-29 18:35:50,608 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.491
2023-07-29 18:35:50,721 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.497
2023-07-29 18:35:50,836 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.529
2023-07-29 18:35:50,947 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.525
2023-07-29 18:35:51,056 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.530
2023-07-29 18:35:51,165 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.573
2023-07-29 18:35:51,271 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.618
2023-07-29 18:35:51,375 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.665
2023-07-29 18:35:51,478 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.715
2023-07-29 18:35:51,581 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.717
2023-07-29 18:35:51,683 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.740
2023-07-29 18:35:51,790 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.736
2023-07-29 18:35:51,894 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.956, mIoU: 0.715
2023-07-29 18:35:52,002 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.699
2023-07-29 18:35:52,118 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.689
2023-07-29 18:35:52,233 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.690
2023-07-29 18:35:52,351 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.691
2023-07-29 18:35:52,465 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.698
2023-07-29 18:35:52,579 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.705
2023-07-29 18:35:52,692 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.707
2023-07-29 18:35:52,809 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-29 18:35:52,919 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-29 18:35:53,031 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.946, mIoU: 0.724
2023-07-29 18:35:53,149 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.944, mIoU: 0.730
2023-07-29 18:35:53,265 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.944, mIoU: 0.731
2023-07-29 18:35:53,382 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.943, mIoU: 0.711
2023-07-29 18:35:53,497 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.942, mIoU: 0.706
2023-07-29 18:35:53,612 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.942, mIoU: 0.709
2023-07-29 18:35:53,724 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.942, mIoU: 0.702
2023-07-29 18:35:53,836 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.942, mIoU: 0.700
2023-07-29 18:35:53,947 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.699
2023-07-29 18:35:54,061 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.702
2023-07-29 18:35:54,179 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.702
2023-07-29 18:35:54,295 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.703
2023-07-29 18:35:54,408 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.943, mIoU: 0.702
2023-07-29 18:35:54,520 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.699
2023-07-29 18:35:54,633 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.698
2023-07-29 18:35:54,748 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.693
2023-07-29 18:35:54,861 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.694
2023-07-29 18:35:54,972 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-29 18:35:55,081 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.942, mIoU: 0.695
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2023-07-29 18:35:55,306 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.697
2023-07-29 18:35:55,425 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.944, mIoU: 0.695
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2023-07-29 18:35:55,660 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.945, mIoU: 0.696
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2023-07-29 18:35:55,891 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-29 18:35:56,005 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.702
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2023-07-29 18:35:56,242 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.703
2023-07-29 18:35:56,356 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-29 18:35:56,473 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.707
2023-07-29 18:35:56,586 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.706
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2023-07-29 18:35:56,915 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-29 18:35:57,020 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.716
2023-07-29 18:35:57,125 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.714
2023-07-29 18:35:57,233 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.943, mIoU: 0.717
2023-07-29 18:35:57,350 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.943, mIoU: 0.719
2023-07-29 18:35:57,469 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.718
2023-07-29 18:35:57,589 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.943, mIoU: 0.722
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2023-07-29 18:35:57,947 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-29 18:35:58,065 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-29 18:35:58,185 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.941, mIoU: 0.722
2023-07-29 18:35:58,304 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.941, mIoU: 0.722
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2023-07-29 18:35:58,777 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.942, mIoU: 0.718
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2023-07-29 18:35:59,241 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.942, mIoU: 0.718
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2023-07-29 18:35:59,932 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.941, mIoU: 0.717
2023-07-29 18:36:00,047 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.938, mIoU: 0.713
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2023-07-29 18:36:00,855 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.939, mIoU: 0.715
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2023-07-29 18:36:01,777 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.938, mIoU: 0.716
2023-07-29 18:36:01,895 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.937, mIoU: 0.716
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2023-07-29 18:36:02,941 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.937, mIoU: 0.714
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2023-07-29 18:36:03,170 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.937, mIoU: 0.714
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2023-07-29 18:36:04,794 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.937, mIoU: 0.715
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2023-07-29 18:36:05,959 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.939, mIoU: 0.714
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2023-07-29 18:36:06,194 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.938, mIoU: 0.711
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2023-07-29 18:36:06,431 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.938, mIoU: 0.713
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2023-07-29 18:36:40,085 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-29 18:36:40,203 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.947, mIoU: 0.719
2023-07-29 18:36:40,322 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.947, mIoU: 0.719
2023-07-29 18:36:40,438 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-29 18:36:40,554 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-29 18:36:40,670 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-29 18:36:40,789 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-29 18:36:40,906 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-29 18:36:41,021 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-29 18:36:41,137 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-29 18:36:41,252 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-29 18:36:41,368 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-29 18:36:41,484 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-29 18:36:41,599 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-29 18:36:41,716 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-29 18:36:41,840 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-29 18:36:41,956 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-29 18:36:42,069 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-29 18:36:42,185 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-29 18:36:42,304 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-29 18:36:42,419 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-29 18:36:42,536 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-29 18:36:42,655 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-29 18:36:42,774 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.948, mIoU: 0.721
2023-07-29 18:36:42,896 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.948, mIoU: 0.721
2023-07-29 18:36:43,017 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.948, mIoU: 0.721
2023-07-29 18:36:43,136 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.948, mIoU: 0.721
2023-07-29 18:36:43,255 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.948, mIoU: 0.721
2023-07-29 18:36:43,374 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-29 18:36:43,492 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-29 18:36:43,603 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-29 18:36:43,711 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-29 18:36:43,829 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-29 18:36:43,940 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-29 18:36:44,058 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-29 18:36:44,177 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-29 18:36:44,291 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-29 18:36:44,405 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-29 18:36:44,514 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-29 18:36:44,623 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-29 18:36:44,729 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-29 18:36:44,845 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-29 18:36:44,959 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-29 18:36:45,074 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-29 18:36:45,193 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-29 18:36:45,314 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-29 18:36:45,434 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-29 18:36:45,550 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-29 18:36:45,667 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-29 18:36:45,783 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-29 18:36:45,908 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-29 18:36:46,025 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-29 18:36:46,139 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-29 18:36:46,253 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-29 18:36:46,365 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-29 18:36:46,477 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-29 18:36:46,588 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 18:36:46,702 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 18:36:46,823 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 18:36:46,942 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 18:36:47,059 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 18:36:47,175 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 18:36:47,289 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 18:36:47,399 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 18:36:47,508 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-29 18:36:47,615 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-29 18:36:47,729 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-29 18:36:47,848 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-29 18:36:47,971 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-29 18:37:22,664 semantic_segmentation INFO: Iters: 56810/150000 || Lr: 0.013031 || Task Loss: 0.1894 || KD Loss: 0.0483|| 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: 2 days, 4:54:29 || Estimated Time: 3 days, 14:47:20
2023-07-29 18:37:56,989 semantic_segmentation INFO: Iters: 56820/150000 || Lr: 0.013030 || Task Loss: 0.2119 || KD Loss: 0.0729|| 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: 2 days, 4:55:03 || Estimated Time: 3 days, 14:46:48
2023-07-29 18:38:31,223 semantic_segmentation INFO: Iters: 56830/150000 || Lr: 0.013029 || Task Loss: 0.1539 || KD Loss: 0.0333|| 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: 2 days, 4:55:38 || Estimated Time: 3 days, 14:46:15
2023-07-29 18:39:05,507 semantic_segmentation INFO: Iters: 56840/150000 || Lr: 0.013027 || Task Loss: 0.1932 || KD Loss: 0.0553|| 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: 2 days, 4:56:12 || Estimated Time: 3 days, 14:45:43
2023-07-29 18:39:39,918 semantic_segmentation INFO: Iters: 56850/150000 || Lr: 0.013026 || Task Loss: 0.2169 || KD Loss: 0.1130|| 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: 2 days, 4:56:46 || Estimated Time: 3 days, 14:45:11
2023-07-29 18:40:17,092 semantic_segmentation INFO: Iters: 56860/150000 || Lr: 0.013025 || Task Loss: 0.2017 || KD Loss: 0.0556|| 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: 2 days, 4:57:23 || Estimated Time: 3 days, 14:44:43
2023-07-29 18:40:52,110 semantic_segmentation INFO: Iters: 56870/150000 || Lr: 0.013024 || Task Loss: 0.1770 || KD Loss: 0.0326|| 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, 4:57:58 || Estimated Time: 3 days, 14:44:12
2023-07-29 18:41:26,525 semantic_segmentation INFO: Iters: 56880/150000 || Lr: 0.013022 || Task Loss: 0.2287 || KD Loss: 0.0522|| 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: 2 days, 4:58:33 || Estimated Time: 3 days, 14:43:40
2023-07-29 18:42:00,632 semantic_segmentation INFO: Iters: 56890/150000 || Lr: 0.013021 || Task Loss: 0.1654 || KD Loss: 0.0430|| 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, 4:59:07 || Estimated Time: 3 days, 14:43:08
2023-07-29 18:42:34,851 semantic_segmentation INFO: Iters: 56900/150000 || Lr: 0.013020 || Task Loss: 0.2369 || KD Loss: 0.0465|| 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, 4:59:41 || Estimated Time: 3 days, 14:42:35
2023-07-29 18:43:09,300 semantic_segmentation INFO: Iters: 56910/150000 || Lr: 0.013019 || Task Loss: 0.2459 || 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, 5:00:16 || Estimated Time: 3 days, 14:42:03
2023-07-29 18:43:43,540 semantic_segmentation INFO: Iters: 56920/150000 || Lr: 0.013017 || Task Loss: 0.1673 || KD Loss: 0.0411|| 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: 2 days, 5:00:50 || Estimated Time: 3 days, 14:41:31
2023-07-29 18:44:17,816 semantic_segmentation INFO: Iters: 56930/150000 || Lr: 0.013016 || Task Loss: 0.1537 || KD Loss: 0.0399|| 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: 2 days, 5:01:24 || Estimated Time: 3 days, 14:40:59
2023-07-29 18:44:52,286 semantic_segmentation INFO: Iters: 56940/150000 || Lr: 0.013015 || Task Loss: 0.2738 || KD Loss: 0.0676|| 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: 2 days, 5:01:59 || Estimated Time: 3 days, 14:40:27
2023-07-29 18:45:26,567 semantic_segmentation INFO: Iters: 56950/150000 || Lr: 0.013014 || Task Loss: 0.2102 || KD Loss: 0.0507|| 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, 5:02:33 || Estimated Time: 3 days, 14:39:54
2023-07-29 18:46:00,958 semantic_segmentation INFO: Iters: 56960/150000 || Lr: 0.013012 || Task Loss: 0.2041 || KD Loss: 0.0488|| 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: 2 days, 5:03:07 || Estimated Time: 3 days, 14:39:22
2023-07-29 18:46:35,210 semantic_segmentation INFO: Iters: 56970/150000 || Lr: 0.013011 || Task Loss: 0.1335 || KD Loss: 0.0507|| 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: 2 days, 5:03:42 || Estimated Time: 3 days, 14:38:50
2023-07-29 18:47:09,476 semantic_segmentation INFO: Iters: 56980/150000 || Lr: 0.013010 || Task Loss: 0.2339 || KD Loss: 0.0548|| 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: 2 days, 5:04:16 || Estimated Time: 3 days, 14:38:17
2023-07-29 18:47:43,776 semantic_segmentation INFO: Iters: 56990/150000 || Lr: 0.013009 || Task Loss: 0.1717 || KD Loss: 0.0367|| 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: 2 days, 5:04:50 || Estimated Time: 3 days, 14:37:45
2023-07-29 18:48:18,129 semantic_segmentation INFO: Iters: 57000/150000 || Lr: 0.013007 || Task Loss: 0.1802 || KD Loss: 0.0480|| 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: 2 days, 5:05:24 || Estimated Time: 3 days, 14:37:13
2023-07-29 18:48:52,343 semantic_segmentation INFO: Iters: 57010/150000 || Lr: 0.013006 || Task Loss: 0.1628 || KD Loss: 0.0622|| 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: 2 days, 5:05:59 || Estimated Time: 3 days, 14:36:41
2023-07-29 18:49:26,747 semantic_segmentation INFO: Iters: 57020/150000 || Lr: 0.013005 || Task Loss: 0.2099 || KD Loss: 0.0784|| 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: 2 days, 5:06:33 || Estimated Time: 3 days, 14:36:08
2023-07-29 18:50:01,152 semantic_segmentation INFO: Iters: 57030/150000 || Lr: 0.013004 || Task Loss: 0.2348 || KD Loss: 0.0484|| 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: 2 days, 5:07:08 || Estimated Time: 3 days, 14:35:36
2023-07-29 18:50:35,275 semantic_segmentation INFO: Iters: 57040/150000 || Lr: 0.013002 || Task Loss: 0.2628 || KD Loss: 0.0754|| 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: 2 days, 5:07:42 || Estimated Time: 3 days, 14:35:04
2023-07-29 18:51:09,569 semantic_segmentation INFO: Iters: 57050/150000 || Lr: 0.013001 || Task Loss: 0.2284 || KD Loss: 0.0576|| 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, 5:08:16 || Estimated Time: 3 days, 14:34:32
2023-07-29 18:51:44,085 semantic_segmentation INFO: Iters: 57060/150000 || Lr: 0.013000 || Task Loss: 0.2979 || KD Loss: 0.1068|| 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: 2 days, 5:08:50 || Estimated Time: 3 days, 14:34:00
2023-07-29 18:52:18,395 semantic_segmentation INFO: Iters: 57070/150000 || Lr: 0.012998 || Task Loss: 0.3596 || KD Loss: 0.1139|| 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: 2 days, 5:09:25 || Estimated Time: 3 days, 14:33:27
2023-07-29 18:52:52,761 semantic_segmentation INFO: Iters: 57080/150000 || Lr: 0.012997 || Task Loss: 0.2267 || KD Loss: 0.0653|| 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: 2 days, 5:09:59 || Estimated Time: 3 days, 14:32:55
2023-07-29 18:53:27,106 semantic_segmentation INFO: Iters: 57090/150000 || Lr: 0.012996 || Task Loss: 0.1952 || KD Loss: 0.0482|| 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, 5:10:33 || Estimated Time: 3 days, 14:32:23
2023-07-29 18:54:01,428 semantic_segmentation INFO: Iters: 57100/150000 || Lr: 0.012995 || Task Loss: 0.2283 || KD Loss: 0.0658|| 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: 2 days, 5:11:08 || Estimated Time: 3 days, 14:31:51
2023-07-29 18:54:35,803 semantic_segmentation INFO: Iters: 57110/150000 || Lr: 0.012993 || Task Loss: 0.2280 || KD Loss: 0.0548|| 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 days, 5:11:42 || Estimated Time: 3 days, 14:31:19
2023-07-29 18:55:10,078 semantic_segmentation INFO: Iters: 57120/150000 || Lr: 0.012992 || Task Loss: 0.2423 || KD Loss: 0.0656|| 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: 2 days, 5:12:16 || Estimated Time: 3 days, 14:30:46
2023-07-29 18:55:44,323 semantic_segmentation INFO: Iters: 57130/150000 || Lr: 0.012991 || Task Loss: 0.2605 || KD Loss: 0.0661|| 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, 5:12:51 || Estimated Time: 3 days, 14:30:14
2023-07-29 18:56:18,738 semantic_segmentation INFO: Iters: 57140/150000 || Lr: 0.012990 || Task Loss: 0.2269 || KD Loss: 0.0769|| 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: 2 days, 5:13:25 || Estimated Time: 3 days, 14:29:42
2023-07-29 18:56:52,960 semantic_segmentation INFO: Iters: 57150/150000 || Lr: 0.012988 || Task Loss: 0.2237 || KD Loss: 0.0616|| 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: 2 days, 5:13:59 || Estimated Time: 3 days, 14:29:09
2023-07-29 18:57:27,332 semantic_segmentation INFO: Iters: 57160/150000 || Lr: 0.012987 || Task Loss: 0.2444 || KD Loss: 0.0968|| 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: 2 days, 5:14:34 || Estimated Time: 3 days, 14:28:37
2023-07-29 18:58:01,499 semantic_segmentation INFO: Iters: 57170/150000 || Lr: 0.012986 || Task Loss: 0.2817 || KD Loss: 0.0980|| 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: 2 days, 5:15:08 || Estimated Time: 3 days, 14:28:05
2023-07-29 18:58:35,845 semantic_segmentation INFO: Iters: 57180/150000 || Lr: 0.012985 || Task Loss: 0.2140 || KD Loss: 0.0975|| 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: 2 days, 5:15:42 || Estimated Time: 3 days, 14:27:32
2023-07-29 18:59:09,972 semantic_segmentation INFO: Iters: 57190/150000 || Lr: 0.012983 || Task Loss: 0.2233 || KD Loss: 0.0741|| 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: 2 days, 5:16:16 || Estimated Time: 3 days, 14:27:00
2023-07-29 18:59:44,396 semantic_segmentation INFO: Iters: 57200/150000 || Lr: 0.012982 || Task Loss: 0.2374 || KD Loss: 0.0563|| 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: 2 days, 5:16:51 || Estimated Time: 3 days, 14:26:28
2023-07-29 19:00:18,615 semantic_segmentation INFO: Iters: 57210/150000 || Lr: 0.012981 || Task Loss: 0.2193 || KD Loss: 0.0672|| 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, 5:17:25 || Estimated Time: 3 days, 14:25:55
2023-07-29 19:00:52,741 semantic_segmentation INFO: Iters: 57220/150000 || Lr: 0.012980 || Task Loss: 0.2798 || KD Loss: 0.0755|| 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: 2 days, 5:17:59 || Estimated Time: 3 days, 14:25:23
2023-07-29 19:01:27,063 semantic_segmentation INFO: Iters: 57230/150000 || Lr: 0.012978 || Task Loss: 0.1890 || KD Loss: 0.0489|| 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, 5:18:33 || Estimated Time: 3 days, 14:24:51
2023-07-29 19:02:01,287 semantic_segmentation INFO: Iters: 57240/150000 || Lr: 0.012977 || Task Loss: 0.2486 || KD Loss: 0.0654|| 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, 5:19:08 || Estimated Time: 3 days, 14:24:18
2023-07-29 19:02:35,707 semantic_segmentation INFO: Iters: 57250/150000 || Lr: 0.012976 || Task Loss: 0.3113 || KD Loss: 0.0786|| 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: 2 days, 5:19:42 || Estimated Time: 3 days, 14:23:46
2023-07-29 19:03:10,106 semantic_segmentation INFO: Iters: 57260/150000 || Lr: 0.012975 || Task Loss: 0.1423 || KD Loss: 0.0693|| 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, 5:20:16 || Estimated Time: 3 days, 14:23:14
2023-07-29 19:03:44,297 semantic_segmentation INFO: Iters: 57270/150000 || Lr: 0.012973 || Task Loss: 0.1702 || KD Loss: 0.0487|| 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, 5:20:51 || Estimated Time: 3 days, 14:22:41
2023-07-29 19:04:18,641 semantic_segmentation INFO: Iters: 57280/150000 || Lr: 0.012972 || Task Loss: 0.2042 || KD Loss: 0.0547|| 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, 5:21:25 || Estimated Time: 3 days, 14:22:09
2023-07-29 19:04:53,124 semantic_segmentation INFO: Iters: 57290/150000 || Lr: 0.012971 || Task Loss: 0.2230 || KD Loss: 0.0497|| 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: 2 days, 5:21:59 || Estimated Time: 3 days, 14:21:37
2023-07-29 19:05:27,246 semantic_segmentation INFO: Iters: 57300/150000 || Lr: 0.012970 || Task Loss: 0.1975 || KD Loss: 0.0490|| 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: 2 days, 5:22:34 || Estimated Time: 3 days, 14:21:05
2023-07-29 19:06:01,508 semantic_segmentation INFO: Iters: 57310/150000 || Lr: 0.012968 || Task Loss: 0.2118 || KD Loss: 0.0761|| 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, 5:23:08 || Estimated Time: 3 days, 14:20:32
2023-07-29 19:06:39,322 semantic_segmentation INFO: Iters: 57320/150000 || Lr: 0.012967 || Task Loss: 0.2042 || KD Loss: 0.0624|| 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, 5:23:46 || Estimated Time: 3 days, 14:20:06
2023-07-29 19:07:13,536 semantic_segmentation INFO: Iters: 57330/150000 || Lr: 0.012966 || Task Loss: 0.1849 || KD Loss: 0.0461|| 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: 2 days, 5:24:20 || Estimated Time: 3 days, 14:19:33
2023-07-29 19:07:47,664 semantic_segmentation INFO: Iters: 57340/150000 || Lr: 0.012964 || Task Loss: 0.2481 || KD Loss: 0.0683|| 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: 2 days, 5:24:54 || Estimated Time: 3 days, 14:19:01
2023-07-29 19:08:21,993 semantic_segmentation INFO: Iters: 57350/150000 || Lr: 0.012963 || Task Loss: 0.2275 || KD Loss: 0.0521|| 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: 2 days, 5:25:28 || Estimated Time: 3 days, 14:18:28
2023-07-29 19:08:56,253 semantic_segmentation INFO: Iters: 57360/150000 || Lr: 0.012962 || Task Loss: 0.1972 || KD Loss: 0.0543|| 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: 2 days, 5:26:03 || Estimated Time: 3 days, 14:17:56
2023-07-29 19:09:30,480 semantic_segmentation INFO: Iters: 57370/150000 || Lr: 0.012961 || Task Loss: 0.2652 || KD Loss: 0.0528|| 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: 2 days, 5:26:37 || Estimated Time: 3 days, 14:17:24
2023-07-29 19:10:04,602 semantic_segmentation INFO: Iters: 57380/150000 || Lr: 0.012959 || Task Loss: 0.3390 || KD Loss: 0.1012|| 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: 2 days, 5:27:11 || Estimated Time: 3 days, 14:16:51
2023-07-29 19:10:39,127 semantic_segmentation INFO: Iters: 57390/150000 || Lr: 0.012958 || Task Loss: 0.2068 || KD Loss: 0.0727|| 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, 5:27:45 || Estimated Time: 3 days, 14:16:19
2023-07-29 19:11:13,280 semantic_segmentation INFO: Iters: 57400/150000 || Lr: 0.012957 || Task Loss: 0.4438 || KD Loss: 0.1464|| 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: 2 days, 5:28:20 || Estimated Time: 3 days, 14:15:47
2023-07-29 19:11:47,787 semantic_segmentation INFO: Iters: 57410/150000 || Lr: 0.012956 || Task Loss: 0.2406 || KD Loss: 0.0678|| 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: 2 days, 5:28:54 || Estimated Time: 3 days, 14:15:15
2023-07-29 19:12:22,065 semantic_segmentation INFO: Iters: 57420/150000 || Lr: 0.012954 || Task Loss: 0.3103 || KD Loss: 0.1263|| 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: 2 days, 5:29:28 || Estimated Time: 3 days, 14:14:42
2023-07-29 19:12:56,269 semantic_segmentation INFO: Iters: 57430/150000 || Lr: 0.012953 || Task Loss: 0.2319 || KD Loss: 0.0681|| 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, 5:30:03 || Estimated Time: 3 days, 14:14:10
2023-07-29 19:13:30,463 semantic_segmentation INFO: Iters: 57440/150000 || Lr: 0.012952 || Task Loss: 0.2792 || KD Loss: 0.0750|| 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: 2 days, 5:30:37 || Estimated Time: 3 days, 14:13:37
2023-07-29 19:14:05,003 semantic_segmentation INFO: Iters: 57450/150000 || Lr: 0.012951 || Task Loss: 0.2544 || KD Loss: 0.0699|| 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: 2 days, 5:31:11 || Estimated Time: 3 days, 14:13:05
2023-07-29 19:14:39,237 semantic_segmentation INFO: Iters: 57460/150000 || Lr: 0.012949 || Task Loss: 0.1659 || KD Loss: 0.0426|| 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: 2 days, 5:31:46 || Estimated Time: 3 days, 14:12:33
2023-07-29 19:15:13,655 semantic_segmentation INFO: Iters: 57470/150000 || Lr: 0.012948 || Task Loss: 0.1641 || KD Loss: 0.0350|| 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: 2 days, 5:32:20 || Estimated Time: 3 days, 14:12:01
2023-07-29 19:15:47,763 semantic_segmentation INFO: Iters: 57480/150000 || Lr: 0.012947 || Task Loss: 0.2068 || KD Loss: 0.0634|| 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: 2 days, 5:32:54 || Estimated Time: 3 days, 14:11:28
2023-07-29 19:16:22,080 semantic_segmentation INFO: Iters: 57490/150000 || Lr: 0.012946 || Task Loss: 0.2073 || KD Loss: 0.0535|| 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: 2 days, 5:33:28 || Estimated Time: 3 days, 14:10:56
2023-07-29 19:16:56,194 semantic_segmentation INFO: Iters: 57500/150000 || Lr: 0.012944 || Task Loss: 0.2827 || KD Loss: 0.1160|| 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, 5:34:03 || Estimated Time: 3 days, 14:10:23
2023-07-29 19:17:30,496 semantic_segmentation INFO: Iters: 57510/150000 || Lr: 0.012943 || Task Loss: 0.2194 || KD Loss: 0.0637|| 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, 5:34:37 || Estimated Time: 3 days, 14:09:51
2023-07-29 19:18:04,696 semantic_segmentation INFO: Iters: 57520/150000 || Lr: 0.012942 || Task Loss: 0.2204 || KD Loss: 0.0720|| 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: 2 days, 5:35:11 || Estimated Time: 3 days, 14:09:19
2023-07-29 19:18:38,990 semantic_segmentation INFO: Iters: 57530/150000 || Lr: 0.012941 || Task Loss: 0.2370 || KD Loss: 0.0546|| 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: 2 days, 5:35:45 || Estimated Time: 3 days, 14:08:46
2023-07-29 19:19:13,210 semantic_segmentation INFO: Iters: 57540/150000 || Lr: 0.012939 || Task Loss: 0.2401 || KD Loss: 0.0685|| 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: 2 days, 5:36:20 || Estimated Time: 3 days, 14:08:14
2023-07-29 19:19:47,583 semantic_segmentation INFO: Iters: 57550/150000 || Lr: 0.012938 || Task Loss: 0.1758 || KD Loss: 0.0459|| 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: 2 days, 5:36:54 || Estimated Time: 3 days, 14:07:42
2023-07-29 19:20:21,907 semantic_segmentation INFO: Iters: 57560/150000 || Lr: 0.012937 || Task Loss: 0.2293 || KD Loss: 0.0639|| 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, 5:37:28 || Estimated Time: 3 days, 14:07:09
2023-07-29 19:20:56,201 semantic_segmentation INFO: Iters: 57570/150000 || Lr: 0.012936 || Task Loss: 0.3318 || KD Loss: 0.1449|| 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: 2 days, 5:38:03 || Estimated Time: 3 days, 14:06:37
2023-07-29 19:21:30,718 semantic_segmentation INFO: Iters: 57580/150000 || Lr: 0.012934 || Task Loss: 0.2606 || KD Loss: 0.0983|| 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: 2 days, 5:38:37 || Estimated Time: 3 days, 14:06:05
2023-07-29 19:22:04,908 semantic_segmentation INFO: Iters: 57590/150000 || Lr: 0.012933 || Task Loss: 0.2106 || KD Loss: 0.0669|| 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: 2 days, 5:39:11 || Estimated Time: 3 days, 14:05:33
2023-07-29 19:22:39,406 semantic_segmentation INFO: Iters: 57600/150000 || Lr: 0.012932 || Task Loss: 0.2523 || KD Loss: 0.0604|| 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, 5:39:46 || Estimated Time: 3 days, 14:05:01
2023-07-29 19:22:39,474 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 19:22:40,552 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.953, mIoU: 0.394
2023-07-29 19:22:40,664 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.963, mIoU: 0.491
2023-07-29 19:22:40,771 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.964, mIoU: 0.495
2023-07-29 19:22:40,886 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.525
2023-07-29 19:22:41,003 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.520
2023-07-29 19:22:41,119 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.968, mIoU: 0.522
2023-07-29 19:22:41,235 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.571
2023-07-29 19:22:41,355 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.610
2023-07-29 19:22:41,471 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.649
2023-07-29 19:22:41,587 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.961, mIoU: 0.693
2023-07-29 19:22:41,701 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.961, mIoU: 0.695
2023-07-29 19:22:41,816 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.714
2023-07-29 19:22:41,932 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.958, mIoU: 0.713
2023-07-29 19:22:42,049 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.954, mIoU: 0.699
2023-07-29 19:22:42,165 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.950, mIoU: 0.682
2023-07-29 19:22:42,280 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.948, mIoU: 0.673
2023-07-29 19:22:42,397 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.948, mIoU: 0.674
2023-07-29 19:22:42,511 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.948, mIoU: 0.679
2023-07-29 19:22:42,625 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.687
2023-07-29 19:22:42,740 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.693
2023-07-29 19:22:42,858 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.946, mIoU: 0.692
2023-07-29 19:22:42,971 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.938, mIoU: 0.673
2023-07-29 19:22:43,085 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.938, mIoU: 0.675
2023-07-29 19:22:43,200 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.938, mIoU: 0.682
2023-07-29 19:22:43,321 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.937, mIoU: 0.688
2023-07-29 19:22:43,432 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.938, mIoU: 0.691
2023-07-29 19:22:43,546 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.937, mIoU: 0.680
2023-07-29 19:22:43,663 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.936, mIoU: 0.673
2023-07-29 19:22:43,775 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-29 19:22:43,890 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.936, mIoU: 0.665
2023-07-29 19:22:44,002 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.936, mIoU: 0.665
2023-07-29 19:22:44,119 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.936, mIoU: 0.664
2023-07-29 19:22:44,234 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.937, mIoU: 0.667
2023-07-29 19:22:44,357 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.937, mIoU: 0.665
2023-07-29 19:22:44,467 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.936, mIoU: 0.666
2023-07-29 19:22:44,588 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.666
2023-07-29 19:22:44,705 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.662
2023-07-29 19:22:44,824 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.935, mIoU: 0.661
2023-07-29 19:22:44,940 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.935, mIoU: 0.656
2023-07-29 19:22:45,054 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.935, mIoU: 0.656
2023-07-29 19:22:45,169 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.936, mIoU: 0.660
2023-07-29 19:22:45,280 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.936, mIoU: 0.660
2023-07-29 19:22:45,398 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.937, mIoU: 0.661
2023-07-29 19:22:45,518 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.938, mIoU: 0.662
2023-07-29 19:22:45,631 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.938, mIoU: 0.662
2023-07-29 19:22:45,743 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-29 19:22:45,860 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.939, mIoU: 0.663
2023-07-29 19:22:45,976 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-29 19:22:46,089 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.940, mIoU: 0.666
2023-07-29 19:22:46,199 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.939, mIoU: 0.669
2023-07-29 19:22:46,308 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.939, mIoU: 0.668
2023-07-29 19:22:46,425 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.939, mIoU: 0.667
2023-07-29 19:22:46,541 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.939, mIoU: 0.668
2023-07-29 19:22:46,660 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-29 19:22:46,776 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-29 19:22:46,890 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.938, mIoU: 0.674
2023-07-29 19:22:47,003 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.938, mIoU: 0.674
2023-07-29 19:22:47,112 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.939, mIoU: 0.680
2023-07-29 19:22:47,223 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.939, mIoU: 0.682
2023-07-29 19:22:47,333 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.938, mIoU: 0.681
2023-07-29 19:22:47,456 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.938, mIoU: 0.683
2023-07-29 19:22:47,574 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-29 19:22:47,688 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-29 19:22:47,803 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.937, mIoU: 0.686
2023-07-29 19:22:47,918 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.937, mIoU: 0.688
2023-07-29 19:22:48,032 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.937, mIoU: 0.687
2023-07-29 19:22:48,141 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.935, mIoU: 0.685
2023-07-29 19:22:48,247 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.935, mIoU: 0.685
2023-07-29 19:22:48,354 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.935, mIoU: 0.683
2023-07-29 19:22:48,464 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.935, mIoU: 0.682
2023-07-29 19:22:48,577 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.935, mIoU: 0.683
2023-07-29 19:22:48,692 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.936, mIoU: 0.678
2023-07-29 19:22:48,811 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.936, mIoU: 0.674
2023-07-29 19:22:48,923 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.936, mIoU: 0.674
2023-07-29 19:22:49,035 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.935, mIoU: 0.675
2023-07-29 19:22:49,147 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.935, mIoU: 0.675
2023-07-29 19:22:49,255 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.935, mIoU: 0.675
2023-07-29 19:22:49,360 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.935, mIoU: 0.674
2023-07-29 19:22:49,468 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.935, mIoU: 0.674
2023-07-29 19:22:49,575 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.935, mIoU: 0.675
2023-07-29 19:22:49,690 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.935, mIoU: 0.676
2023-07-29 19:22:49,809 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.935, mIoU: 0.677
2023-07-29 19:22:49,926 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.935, mIoU: 0.677
2023-07-29 19:22:50,042 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.935, mIoU: 0.675
2023-07-29 19:22:50,159 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.932, mIoU: 0.670
2023-07-29 19:22:50,275 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.932, mIoU: 0.670
2023-07-29 19:22:50,393 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.932, mIoU: 0.670
2023-07-29 19:22:50,511 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.933, mIoU: 0.670
2023-07-29 19:22:50,627 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.933, mIoU: 0.670
2023-07-29 19:22:50,744 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.933, mIoU: 0.671
2023-07-29 19:22:50,862 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.933, mIoU: 0.672
2023-07-29 19:22:50,977 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.932, mIoU: 0.668
2023-07-29 19:22:51,094 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.932, mIoU: 0.668
2023-07-29 19:22:51,208 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.933, mIoU: 0.668
2023-07-29 19:22:51,324 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.933, mIoU: 0.668
2023-07-29 19:22:51,440 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.933, mIoU: 0.668
2023-07-29 19:22:51,557 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.933, mIoU: 0.668
2023-07-29 19:22:51,673 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.933, mIoU: 0.668
2023-07-29 19:22:51,788 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.932, mIoU: 0.667
2023-07-29 19:22:51,903 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.932, mIoU: 0.668
2023-07-29 19:22:52,016 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.930, mIoU: 0.667
2023-07-29 19:22:52,129 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.930, mIoU: 0.665
2023-07-29 19:22:52,240 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.930, mIoU: 0.665
2023-07-29 19:22:52,360 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.930, mIoU: 0.665
2023-07-29 19:22:52,483 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.930, mIoU: 0.665
2023-07-29 19:22:52,600 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.931, mIoU: 0.665
2023-07-29 19:22:52,716 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.931, mIoU: 0.665
2023-07-29 19:22:52,833 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.931, mIoU: 0.666
2023-07-29 19:22:52,945 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.931, mIoU: 0.665
2023-07-29 19:22:53,053 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.931, mIoU: 0.665
2023-07-29 19:22:53,161 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.931, mIoU: 0.666
2023-07-29 19:22:53,271 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.931, mIoU: 0.666
2023-07-29 19:22:53,382 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.931, mIoU: 0.666
2023-07-29 19:22:53,499 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.932, mIoU: 0.666
2023-07-29 19:22:53,615 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.932, mIoU: 0.665
2023-07-29 19:22:53,732 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.932, mIoU: 0.665
2023-07-29 19:22:53,847 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.932, mIoU: 0.670
2023-07-29 19:22:53,962 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.932, mIoU: 0.672
2023-07-29 19:22:54,071 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.931, mIoU: 0.672
2023-07-29 19:22:54,180 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.932, mIoU: 0.671
2023-07-29 19:22:54,288 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.932, mIoU: 0.671
2023-07-29 19:22:54,421 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.932, mIoU: 0.671
2023-07-29 19:22:54,551 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.932, mIoU: 0.671
2023-07-29 19:22:54,675 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.931, mIoU: 0.671
2023-07-29 19:22:54,798 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.932, mIoU: 0.672
2023-07-29 19:22:54,919 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.931, mIoU: 0.670
2023-07-29 19:22:55,040 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.931, mIoU: 0.672
2023-07-29 19:22:55,160 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.931, mIoU: 0.672
2023-07-29 19:22:55,282 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.931, mIoU: 0.671
2023-07-29 19:22:55,403 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.932, mIoU: 0.671
2023-07-29 19:22:55,525 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.932, mIoU: 0.671
2023-07-29 19:22:55,644 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.932, mIoU: 0.671
2023-07-29 19:22:55,765 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.932, mIoU: 0.671
2023-07-29 19:22:55,885 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.933, mIoU: 0.671
2023-07-29 19:22:56,005 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.933, mIoU: 0.670
2023-07-29 19:22:56,122 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.933, mIoU: 0.670
2023-07-29 19:22:56,240 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.933, mIoU: 0.670
2023-07-29 19:22:56,357 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.933, mIoU: 0.668
2023-07-29 19:22:56,473 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.933, mIoU: 0.668
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2023-07-29 19:23:18,970 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.935, mIoU: 0.666
2023-07-29 19:23:19,075 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.936, mIoU: 0.666
2023-07-29 19:23:19,189 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.936, mIoU: 0.666
2023-07-29 19:23:19,305 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.936, mIoU: 0.666
2023-07-29 19:23:19,425 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.936, mIoU: 0.666
2023-07-29 19:23:19,543 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-29 19:23:19,659 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-29 19:23:19,775 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-29 19:23:19,889 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-29 19:23:20,003 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-29 19:23:20,124 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-29 19:23:20,243 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.937, mIoU: 0.667
2023-07-29 19:23:20,362 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.937, mIoU: 0.668
2023-07-29 19:23:20,478 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.937, mIoU: 0.668
2023-07-29 19:23:20,594 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.937, mIoU: 0.668
2023-07-29 19:23:20,710 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.937, mIoU: 0.668
2023-07-29 19:23:20,825 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.937, mIoU: 0.668
2023-07-29 19:23:20,946 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.937, mIoU: 0.668
2023-07-29 19:23:21,064 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.937, mIoU: 0.668
2023-07-29 19:23:21,181 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.937, mIoU: 0.668
2023-07-29 19:23:21,297 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.937, mIoU: 0.668
2023-07-29 19:23:21,413 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.937, mIoU: 0.668
2023-07-29 19:23:21,526 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.937, mIoU: 0.668
2023-07-29 19:23:21,642 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.937, mIoU: 0.669
2023-07-29 19:23:21,759 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.937, mIoU: 0.669
2023-07-29 19:23:21,876 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.937, mIoU: 0.669
2023-07-29 19:23:21,998 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.937, mIoU: 0.669
2023-07-29 19:23:22,113 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.938, mIoU: 0.669
2023-07-29 19:23:22,228 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.938, mIoU: 0.670
2023-07-29 19:23:22,340 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.938, mIoU: 0.670
2023-07-29 19:23:22,456 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.938, mIoU: 0.670
2023-07-29 19:23:22,573 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.938, mIoU: 0.670
2023-07-29 19:23:22,689 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.938, mIoU: 0.670
2023-07-29 19:23:22,804 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-29 19:23:22,921 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-29 19:23:23,036 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-29 19:23:23,153 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-29 19:23:23,265 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-29 19:23:23,372 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-29 19:23:23,483 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-29 19:23:23,597 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-29 19:23:23,713 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-29 19:23:23,829 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-29 19:23:23,944 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-29 19:23:24,057 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-29 19:23:24,167 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-29 19:23:24,273 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-29 19:23:24,382 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-29 19:23:24,486 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-29 19:23:24,595 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-29 19:23:24,707 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-29 19:23:24,825 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.939, mIoU: 0.673
2023-07-29 19:23:24,948 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-29 19:23:25,068 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.939, mIoU: 0.673
2023-07-29 19:23:25,186 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.939, mIoU: 0.673
2023-07-29 19:23:25,302 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.939, mIoU: 0.673
2023-07-29 19:23:25,416 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.939, mIoU: 0.674
2023-07-29 19:23:25,531 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.939, mIoU: 0.674
2023-07-29 19:23:25,644 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.940, mIoU: 0.674
2023-07-29 19:23:25,764 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.940, mIoU: 0.674
2023-07-29 19:23:25,885 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.940, mIoU: 0.674
2023-07-29 19:23:26,005 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.940, mIoU: 0.674
2023-07-29 19:23:26,120 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.940, mIoU: 0.674
2023-07-29 19:23:26,234 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.940, mIoU: 0.674
2023-07-29 19:23:26,352 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.940, mIoU: 0.674
2023-07-29 19:23:26,468 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.940, mIoU: 0.674
2023-07-29 19:23:26,585 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.940, mIoU: 0.674
2023-07-29 19:23:26,705 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.940, mIoU: 0.674
2023-07-29 19:23:26,821 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.940, mIoU: 0.674
2023-07-29 19:23:26,940 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.941, mIoU: 0.674
2023-07-29 19:23:27,055 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.941, mIoU: 0.675
2023-07-29 19:23:27,174 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.941, mIoU: 0.675
2023-07-29 19:23:27,295 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.941, mIoU: 0.675
2023-07-29 19:23:27,411 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.941, mIoU: 0.675
2023-07-29 19:23:27,527 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.941, mIoU: 0.675
2023-07-29 19:23:27,641 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.941, mIoU: 0.675
2023-07-29 19:23:27,756 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.941, mIoU: 0.676
2023-07-29 19:23:27,867 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.941, mIoU: 0.676
2023-07-29 19:23:27,978 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.941, mIoU: 0.676
2023-07-29 19:23:28,088 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.941, mIoU: 0.676
2023-07-29 19:23:28,205 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.941, mIoU: 0.676
2023-07-29 19:23:28,326 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.941, mIoU: 0.676
2023-07-29 19:23:28,446 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.941, mIoU: 0.676
2023-07-29 19:23:28,566 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.941, mIoU: 0.677
2023-07-29 19:23:28,683 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.941, mIoU: 0.677
2023-07-29 19:23:28,801 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.941, mIoU: 0.677
2023-07-29 19:23:28,921 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.942, mIoU: 0.677
2023-07-29 19:23:29,043 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.942, mIoU: 0.677
2023-07-29 19:23:29,159 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.942, mIoU: 0.677
2023-07-29 19:23:29,277 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.942, mIoU: 0.677
2023-07-29 19:23:29,394 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.942, mIoU: 0.677
2023-07-29 19:23:29,509 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.942, mIoU: 0.677
2023-07-29 19:23:29,624 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.942, mIoU: 0.678
2023-07-29 19:23:29,739 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.942, mIoU: 0.678
2023-07-29 19:23:29,857 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.942, mIoU: 0.678
2023-07-29 19:23:29,974 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.942, mIoU: 0.678
2023-07-29 19:23:30,092 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.942, mIoU: 0.678
2023-07-29 19:23:30,208 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.942, mIoU: 0.678
2023-07-29 19:23:30,324 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.942, mIoU: 0.678
2023-07-29 19:23:30,439 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.942, mIoU: 0.678
2023-07-29 19:23:30,554 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.942, mIoU: 0.678
2023-07-29 19:23:30,670 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.943, mIoU: 0.678
2023-07-29 19:23:30,785 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.943, mIoU: 0.678
2023-07-29 19:23:30,904 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.943, mIoU: 0.678
2023-07-29 19:23:31,023 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-29 19:23:31,139 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-29 19:23:31,253 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-29 19:23:31,367 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-29 19:23:31,485 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-29 19:23:31,603 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-29 19:23:31,720 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-29 19:23:31,836 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-29 19:23:31,949 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-29 19:23:32,067 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-29 19:23:32,178 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-29 19:23:32,290 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-29 19:23:32,405 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.944, mIoU: 0.680
2023-07-29 19:23:32,523 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-29 19:23:32,640 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.944, mIoU: 0.679
2023-07-29 19:23:32,754 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.944, mIoU: 0.679
2023-07-29 19:23:32,870 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-29 19:23:32,985 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.944, mIoU: 0.679
2023-07-29 19:23:33,100 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.944, mIoU: 0.679
2023-07-29 19:23:33,208 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.944, mIoU: 0.679
2023-07-29 19:23:33,329 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.944, mIoU: 0.679
2023-07-29 19:23:33,453 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.944, mIoU: 0.680
2023-07-29 19:23:33,578 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.944, mIoU: 0.680
2023-07-29 19:23:33,704 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.944, mIoU: 0.680
2023-07-29 19:23:33,828 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-29 19:23:33,950 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-29 19:23:34,074 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-29 19:23:34,194 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-29 19:23:34,315 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-29 19:23:34,435 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-29 19:23:34,554 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-29 19:23:34,674 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-29 19:23:34,792 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-29 19:23:34,911 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-29 19:23:35,028 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.944, mIoU: 0.680
2023-07-29 19:23:35,150 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-29 19:23:35,262 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-29 19:23:35,382 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-29 19:23:35,502 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-29 19:23:35,619 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-29 19:23:35,735 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-29 19:23:35,850 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-29 19:23:35,966 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-29 19:23:36,082 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-29 19:23:36,201 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-29 19:23:36,320 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.945, mIoU: 0.681
2023-07-29 19:23:36,434 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.945, mIoU: 0.681
2023-07-29 19:23:36,546 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-29 19:23:36,657 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-29 19:23:36,768 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-29 19:23:36,876 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-29 19:23:36,982 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-29 19:23:37,085 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-29 19:23:37,190 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-29 19:23:37,294 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-29 19:23:37,397 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-29 19:23:37,501 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.945, mIoU: 0.683
2023-07-29 19:23:37,605 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.945, mIoU: 0.683
2023-07-29 19:23:37,709 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.945, mIoU: 0.683
2023-07-29 19:23:37,817 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.945, mIoU: 0.683
2023-07-29 19:23:37,928 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.945, mIoU: 0.683
2023-07-29 19:23:38,042 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.945, mIoU: 0.683
2023-07-29 19:24:12,735 semantic_segmentation INFO: Iters: 57610/150000 || Lr: 0.012930 || Task Loss: 0.2111 || KD Loss: 0.0614|| 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, 5:41:19 || Estimated Time: 3 days, 14:06:03
2023-07-29 19:24:47,084 semantic_segmentation INFO: Iters: 57620/150000 || Lr: 0.012929 || Task Loss: 0.2030 || KD Loss: 0.0616|| 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, 5:41:53 || Estimated Time: 3 days, 14:05:31
2023-07-29 19:25:21,206 semantic_segmentation INFO: Iters: 57630/150000 || Lr: 0.012928 || Task Loss: 0.2388 || KD Loss: 0.0619|| 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: 2 days, 5:42:28 || Estimated Time: 3 days, 14:04:58
2023-07-29 19:25:55,355 semantic_segmentation INFO: Iters: 57640/150000 || Lr: 0.012927 || Task Loss: 0.1666 || KD Loss: 0.0509|| 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, 5:43:02 || Estimated Time: 3 days, 14:04:25
2023-07-29 19:26:29,588 semantic_segmentation INFO: Iters: 57650/150000 || Lr: 0.012925 || Task Loss: 0.1834 || KD Loss: 0.0542|| 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: 2 days, 5:43:36 || Estimated Time: 3 days, 14:03:53
2023-07-29 19:27:03,878 semantic_segmentation INFO: Iters: 57660/150000 || Lr: 0.012924 || Task Loss: 0.2484 || KD Loss: 0.0810|| 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, 5:44:10 || Estimated Time: 3 days, 14:03:21
2023-07-29 19:27:38,193 semantic_segmentation INFO: Iters: 57670/150000 || Lr: 0.012923 || Task Loss: 0.1880 || KD Loss: 0.0444|| 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, 5:44:45 || Estimated Time: 3 days, 14:02:48
2023-07-29 19:28:12,543 semantic_segmentation INFO: Iters: 57680/150000 || Lr: 0.012922 || Task Loss: 0.2096 || KD Loss: 0.0737|| 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: 2 days, 5:45:19 || Estimated Time: 3 days, 14:02:16
2023-07-29 19:28:46,681 semantic_segmentation INFO: Iters: 57690/150000 || Lr: 0.012920 || Task Loss: 0.2451 || KD Loss: 0.0675|| 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, 5:45:53 || Estimated Time: 3 days, 14:01:43
2023-07-29 19:29:20,941 semantic_segmentation INFO: Iters: 57700/150000 || Lr: 0.012919 || Task Loss: 0.2278 || KD Loss: 0.0479|| 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: 2 days, 5:46:27 || Estimated Time: 3 days, 14:01:11
2023-07-29 19:29:55,284 semantic_segmentation INFO: Iters: 57710/150000 || Lr: 0.012918 || Task Loss: 0.2098 || KD Loss: 0.0457|| 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: 2 days, 5:47:02 || Estimated Time: 3 days, 14:00:39
2023-07-29 19:30:29,504 semantic_segmentation INFO: Iters: 57720/150000 || Lr: 0.012917 || Task Loss: 0.4517 || KD Loss: 0.2506|| 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: 2 days, 5:47:36 || Estimated Time: 3 days, 14:00:06
2023-07-29 19:31:03,917 semantic_segmentation INFO: Iters: 57730/150000 || Lr: 0.012915 || Task Loss: 0.3331 || KD Loss: 0.0854|| 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, 5:48:10 || Estimated Time: 3 days, 13:59:34
2023-07-29 19:31:38,249 semantic_segmentation INFO: Iters: 57740/150000 || Lr: 0.012914 || Task Loss: 0.2599 || KD Loss: 0.0550|| 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, 5:48:45 || Estimated Time: 3 days, 13:59:02
2023-07-29 19:32:14,567 semantic_segmentation INFO: Iters: 57750/150000 || Lr: 0.012913 || Task Loss: 0.2689 || KD Loss: 0.0954|| 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: 2 days, 5:49:21 || Estimated Time: 3 days, 13:58:32
2023-07-29 19:32:50,292 semantic_segmentation INFO: Iters: 57760/150000 || Lr: 0.012912 || Task Loss: 0.2932 || KD Loss: 0.0996|| 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: 2 days, 5:49:57 || Estimated Time: 3 days, 13:58:02
2023-07-29 19:33:24,507 semantic_segmentation INFO: Iters: 57770/150000 || Lr: 0.012910 || Task Loss: 0.2863 || KD Loss: 0.0755|| 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: 2 days, 5:50:31 || Estimated Time: 3 days, 13:57:30
2023-07-29 19:33:59,024 semantic_segmentation INFO: Iters: 57780/150000 || Lr: 0.012909 || Task Loss: 0.2396 || KD Loss: 0.0855|| 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: 2 days, 5:51:05 || Estimated Time: 3 days, 13:56:58
2023-07-29 19:34:33,112 semantic_segmentation INFO: Iters: 57790/150000 || Lr: 0.012908 || Task Loss: 0.2625 || KD Loss: 0.0934|| 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: 2 days, 5:51:39 || Estimated Time: 3 days, 13:56:25
2023-07-29 19:35:07,468 semantic_segmentation INFO: Iters: 57800/150000 || Lr: 0.012907 || Task Loss: 0.1467 || KD Loss: 0.0437|| 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, 5:52:14 || Estimated Time: 3 days, 13:55:53
2023-07-29 19:35:41,603 semantic_segmentation INFO: Iters: 57810/150000 || Lr: 0.012905 || Task Loss: 0.1681 || KD Loss: 0.0478|| 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, 5:52:48 || Estimated Time: 3 days, 13:55:20
2023-07-29 19:36:15,909 semantic_segmentation INFO: Iters: 57820/150000 || Lr: 0.012904 || Task Loss: 0.2061 || KD Loss: 0.0503|| 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, 5:53:22 || Estimated Time: 3 days, 13:54:48
2023-07-29 19:36:50,099 semantic_segmentation INFO: Iters: 57830/150000 || Lr: 0.012903 || Task Loss: 0.3196 || KD Loss: 0.0827|| 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: 2 days, 5:53:56 || Estimated Time: 3 days, 13:54:15
2023-07-29 19:37:24,396 semantic_segmentation INFO: Iters: 57840/150000 || Lr: 0.012902 || Task Loss: 0.2033 || KD Loss: 0.0540|| 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, 5:54:31 || Estimated Time: 3 days, 13:53:43
2023-07-29 19:37:58,855 semantic_segmentation INFO: Iters: 57850/150000 || Lr: 0.012900 || Task Loss: 0.2715 || KD Loss: 0.0889|| 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: 2 days, 5:55:05 || Estimated Time: 3 days, 13:53:11
2023-07-29 19:38:33,093 semantic_segmentation INFO: Iters: 57860/150000 || Lr: 0.012899 || Task Loss: 0.1660 || 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: 2 days, 5:55:39 || Estimated Time: 3 days, 13:52:39
2023-07-29 19:39:07,433 semantic_segmentation INFO: Iters: 57870/150000 || Lr: 0.012898 || Task Loss: 0.1949 || KD Loss: 0.0598|| 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: 2 days, 5:56:14 || Estimated Time: 3 days, 13:52:06
2023-07-29 19:39:41,801 semantic_segmentation INFO: Iters: 57880/150000 || Lr: 0.012896 || Task Loss: 0.1908 || KD Loss: 0.0507|| 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: 2 days, 5:56:48 || Estimated Time: 3 days, 13:51:34
2023-07-29 19:40:16,092 semantic_segmentation INFO: Iters: 57890/150000 || Lr: 0.012895 || Task Loss: 0.2303 || KD Loss: 0.0507|| 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, 5:57:22 || Estimated Time: 3 days, 13:51:02
2023-07-29 19:40:50,368 semantic_segmentation INFO: Iters: 57900/150000 || Lr: 0.012894 || Task Loss: 0.1941 || KD Loss: 0.0492|| 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: 2 days, 5:57:57 || Estimated Time: 3 days, 13:50:29
2023-07-29 19:41:24,771 semantic_segmentation INFO: Iters: 57910/150000 || Lr: 0.012893 || Task Loss: 0.2757 || KD Loss: 0.0780|| 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: 2 days, 5:58:31 || Estimated Time: 3 days, 13:49:57
2023-07-29 19:41:59,060 semantic_segmentation INFO: Iters: 57920/150000 || Lr: 0.012891 || Task Loss: 0.2260 || KD Loss: 0.0577|| 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, 5:59:05 || Estimated Time: 3 days, 13:49:25
2023-07-29 19:42:33,326 semantic_segmentation INFO: Iters: 57930/150000 || Lr: 0.012890 || Task Loss: 0.2190 || KD Loss: 0.0835|| 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: 2 days, 5:59:40 || Estimated Time: 3 days, 13:48:52
2023-07-29 19:43:07,513 semantic_segmentation INFO: Iters: 57940/150000 || Lr: 0.012889 || Task Loss: 0.1980 || KD Loss: 0.0715|| 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, 6:00:14 || Estimated Time: 3 days, 13:48:20
2023-07-29 19:43:41,742 semantic_segmentation INFO: Iters: 57950/150000 || Lr: 0.012888 || Task Loss: 0.2590 || KD Loss: 0.0640|| 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: 2 days, 6:00:48 || Estimated Time: 3 days, 13:47:47
2023-07-29 19:44:15,966 semantic_segmentation INFO: Iters: 57960/150000 || Lr: 0.012886 || Task Loss: 0.2503 || KD Loss: 0.0811|| 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, 6:01:22 || Estimated Time: 3 days, 13:47:15
2023-07-29 19:44:50,235 semantic_segmentation INFO: Iters: 57970/150000 || Lr: 0.012885 || Task Loss: 0.2260 || KD Loss: 0.0803|| 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: 2 days, 6:01:57 || Estimated Time: 3 days, 13:46:42
2023-07-29 19:45:24,516 semantic_segmentation INFO: Iters: 57980/150000 || Lr: 0.012884 || Task Loss: 0.1528 || KD Loss: 0.0455|| 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, 6:02:31 || Estimated Time: 3 days, 13:46:10
2023-07-29 19:45:58,747 semantic_segmentation INFO: Iters: 57990/150000 || Lr: 0.012883 || Task Loss: 0.1726 || KD Loss: 0.0430|| 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: 2 days, 6:03:05 || Estimated Time: 3 days, 13:45:37
2023-07-29 19:46:33,080 semantic_segmentation INFO: Iters: 58000/150000 || Lr: 0.012881 || Task Loss: 0.1525 || KD Loss: 0.0356|| 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, 6:03:39 || Estimated Time: 3 days, 13:45:05
2023-07-29 19:47:07,228 semantic_segmentation INFO: Iters: 58010/150000 || Lr: 0.012880 || Task Loss: 0.2677 || KD Loss: 0.0701|| 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: 2 days, 6:04:14 || Estimated Time: 3 days, 13:44:32
2023-07-29 19:47:41,556 semantic_segmentation INFO: Iters: 58020/150000 || Lr: 0.012879 || Task Loss: 0.2151 || KD Loss: 0.0475|| 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: 2 days, 6:04:48 || Estimated Time: 3 days, 13:44:00
2023-07-29 19:48:15,913 semantic_segmentation INFO: Iters: 58030/150000 || Lr: 0.012878 || Task Loss: 0.1684 || KD Loss: 0.0491|| 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: 2 days, 6:05:22 || Estimated Time: 3 days, 13:43:28
2023-07-29 19:48:50,081 semantic_segmentation INFO: Iters: 58040/150000 || Lr: 0.012876 || Task Loss: 0.1843 || KD Loss: 0.0442|| 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: 2 days, 6:05:56 || Estimated Time: 3 days, 13:42:55
2023-07-29 19:49:24,332 semantic_segmentation INFO: Iters: 58050/150000 || Lr: 0.012875 || Task Loss: 0.2012 || KD Loss: 0.0581|| 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: 2 days, 6:06:31 || Estimated Time: 3 days, 13:42:23
2023-07-29 19:49:58,768 semantic_segmentation INFO: Iters: 58060/150000 || Lr: 0.012874 || Task Loss: 0.1661 || KD Loss: 0.0384|| 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: 2 days, 6:07:05 || Estimated Time: 3 days, 13:41:51
2023-07-29 19:50:33,046 semantic_segmentation INFO: Iters: 58070/150000 || Lr: 0.012873 || Task Loss: 0.1812 || KD Loss: 0.0440|| 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: 2 days, 6:07:39 || Estimated Time: 3 days, 13:41:18
2023-07-29 19:51:07,429 semantic_segmentation INFO: Iters: 58080/150000 || Lr: 0.012871 || Task Loss: 0.2232 || KD Loss: 0.0693|| 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: 2 days, 6:08:14 || Estimated Time: 3 days, 13:40:46
2023-07-29 19:51:41,853 semantic_segmentation INFO: Iters: 58090/150000 || Lr: 0.012870 || Task Loss: 0.2155 || KD Loss: 0.0722|| 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: 2 days, 6:08:48 || Estimated Time: 3 days, 13:40:14
2023-07-29 19:52:15,970 semantic_segmentation INFO: Iters: 58100/150000 || Lr: 0.012869 || Task Loss: 0.2621 || KD Loss: 0.0783|| 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: 2 days, 6:09:22 || Estimated Time: 3 days, 13:39:41
2023-07-29 19:52:50,342 semantic_segmentation INFO: Iters: 58110/150000 || Lr: 0.012867 || Task Loss: 0.2473 || KD Loss: 0.0749|| 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: 2 days, 6:09:57 || Estimated Time: 3 days, 13:39:09
2023-07-29 19:53:24,596 semantic_segmentation INFO: Iters: 58120/150000 || Lr: 0.012866 || Task Loss: 0.2137 || KD Loss: 0.0874|| 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, 6:10:31 || Estimated Time: 3 days, 13:38:36
2023-07-29 19:53:59,067 semantic_segmentation INFO: Iters: 58130/150000 || Lr: 0.012865 || Task Loss: 0.2109 || KD Loss: 0.0448|| 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: 2 days, 6:11:05 || Estimated Time: 3 days, 13:38:04
2023-07-29 19:54:33,366 semantic_segmentation INFO: Iters: 58140/150000 || Lr: 0.012864 || Task Loss: 0.1945 || KD Loss: 0.0348|| 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, 6:11:40 || Estimated Time: 3 days, 13:37:32
2023-07-29 19:55:07,597 semantic_segmentation INFO: Iters: 58150/150000 || Lr: 0.012862 || Task Loss: 0.2169 || KD Loss: 0.0956|| 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: 2 days, 6:12:14 || Estimated Time: 3 days, 13:36:59
2023-07-29 19:55:41,925 semantic_segmentation INFO: Iters: 58160/150000 || Lr: 0.012861 || Task Loss: 0.2120 || KD Loss: 0.0426|| 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: 2 days, 6:12:48 || Estimated Time: 3 days, 13:36:27
2023-07-29 19:56:16,174 semantic_segmentation INFO: Iters: 58170/150000 || Lr: 0.012860 || Task Loss: 0.2533 || KD Loss: 0.0700|| 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: 2 days, 6:13:23 || Estimated Time: 3 days, 13:35:55
2023-07-29 19:56:50,546 semantic_segmentation INFO: Iters: 58180/150000 || Lr: 0.012859 || Task Loss: 0.2277 || KD Loss: 0.0494|| 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: 2 days, 6:13:57 || Estimated Time: 3 days, 13:35:22
2023-07-29 19:57:25,070 semantic_segmentation INFO: Iters: 58190/150000 || Lr: 0.012857 || Task Loss: 0.1882 || KD Loss: 0.0438|| 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: 2 days, 6:14:31 || Estimated Time: 3 days, 13:34:50
2023-07-29 19:57:59,313 semantic_segmentation INFO: Iters: 58200/150000 || Lr: 0.012856 || Task Loss: 0.1530 || KD Loss: 0.0416|| 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: 2 days, 6:15:06 || Estimated Time: 3 days, 13:34:18
2023-07-29 19:58:37,100 semantic_segmentation INFO: Iters: 58210/150000 || Lr: 0.012855 || Task Loss: 0.2008 || KD Loss: 0.0506|| 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: 2 days, 6:15:43 || Estimated Time: 3 days, 13:33:51
2023-07-29 19:59:11,470 semantic_segmentation INFO: Iters: 58220/150000 || Lr: 0.012854 || Task Loss: 0.1457 || KD Loss: 0.0466|| 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, 6:16:18 || Estimated Time: 3 days, 13:33:19
2023-07-29 19:59:45,458 semantic_segmentation INFO: Iters: 58230/150000 || Lr: 0.012852 || Task Loss: 0.1665 || KD Loss: 0.0552|| 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: 2 days, 6:16:52 || Estimated Time: 3 days, 13:32:46
2023-07-29 20:00:19,691 semantic_segmentation INFO: Iters: 58240/150000 || Lr: 0.012851 || Task Loss: 0.3995 || KD Loss: 0.1228|| 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, 6:17:26 || Estimated Time: 3 days, 13:32:13
2023-07-29 20:00:54,045 semantic_segmentation INFO: Iters: 58250/150000 || Lr: 0.012850 || Task Loss: 0.2147 || KD Loss: 0.0577|| 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, 6:18:00 || Estimated Time: 3 days, 13:31:41
2023-07-29 20:01:28,255 semantic_segmentation INFO: Iters: 58260/150000 || Lr: 0.012849 || Task Loss: 0.3043 || KD Loss: 0.1006|| 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: 2 days, 6:18:35 || Estimated Time: 3 days, 13:31:08
2023-07-29 20:02:02,498 semantic_segmentation INFO: Iters: 58270/150000 || Lr: 0.012847 || Task Loss: 0.2181 || KD Loss: 0.0702|| 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, 6:19:09 || Estimated Time: 3 days, 13:30:36
2023-07-29 20:02:36,847 semantic_segmentation INFO: Iters: 58280/150000 || Lr: 0.012846 || Task Loss: 0.2615 || KD Loss: 0.0785|| 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, 6:19:43 || Estimated Time: 3 days, 13:30:04
2023-07-29 20:03:11,216 semantic_segmentation INFO: Iters: 58290/150000 || Lr: 0.012845 || Task Loss: 0.1971 || KD Loss: 0.0723|| 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: 2 days, 6:20:18 || Estimated Time: 3 days, 13:29:31
2023-07-29 20:03:45,332 semantic_segmentation INFO: Iters: 58300/150000 || Lr: 0.012844 || Task Loss: 0.2226 || KD Loss: 0.0592|| 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: 2 days, 6:20:52 || Estimated Time: 3 days, 13:28:59
2023-07-29 20:04:19,609 semantic_segmentation INFO: Iters: 58310/150000 || Lr: 0.012842 || Task Loss: 0.4176 || KD Loss: 0.2246|| 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, 6:21:26 || Estimated Time: 3 days, 13:28:26
2023-07-29 20:04:53,786 semantic_segmentation INFO: Iters: 58320/150000 || Lr: 0.012841 || Task Loss: 0.2930 || KD Loss: 0.0903|| 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: 2 days, 6:22:00 || Estimated Time: 3 days, 13:27:54
2023-07-29 20:05:27,920 semantic_segmentation INFO: Iters: 58330/150000 || Lr: 0.012840 || Task Loss: 0.3271 || KD Loss: 0.1073|| 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: 2 days, 6:22:34 || Estimated Time: 3 days, 13:27:21
2023-07-29 20:06:02,294 semantic_segmentation INFO: Iters: 58340/150000 || Lr: 0.012838 || Task Loss: 0.2188 || KD Loss: 0.0565|| 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: 2 days, 6:23:09 || Estimated Time: 3 days, 13:26:49
2023-07-29 20:06:36,440 semantic_segmentation INFO: Iters: 58350/150000 || Lr: 0.012837 || Task Loss: 0.2270 || KD Loss: 0.0726|| 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: 2 days, 6:23:43 || Estimated Time: 3 days, 13:26:16
2023-07-29 20:07:10,724 semantic_segmentation INFO: Iters: 58360/150000 || Lr: 0.012836 || Task Loss: 0.2051 || KD Loss: 0.0546|| 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: 2 days, 6:24:17 || Estimated Time: 3 days, 13:25:44
2023-07-29 20:07:44,909 semantic_segmentation INFO: Iters: 58370/150000 || Lr: 0.012835 || Task Loss: 0.1871 || KD Loss: 0.0461|| 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: 2 days, 6:24:51 || Estimated Time: 3 days, 13:25:11
2023-07-29 20:08:19,154 semantic_segmentation INFO: Iters: 58380/150000 || Lr: 0.012833 || Task Loss: 0.2230 || KD Loss: 0.0706|| 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, 6:25:26 || Estimated Time: 3 days, 13:24:39
2023-07-29 20:08:53,335 semantic_segmentation INFO: Iters: 58390/150000 || Lr: 0.012832 || Task Loss: 0.2975 || KD Loss: 0.0733|| 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: 2 days, 6:26:00 || Estimated Time: 3 days, 13:24:06
2023-07-29 20:09:27,546 semantic_segmentation INFO: Iters: 58400/150000 || Lr: 0.012831 || Task Loss: 0.1612 || KD Loss: 0.1456|| 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, 6:26:34 || Estimated Time: 3 days, 13:23:33
2023-07-29 20:09:27,611 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 20:09:28,478 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.400
2023-07-29 20:09:28,596 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.478
2023-07-29 20:09:28,706 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.493
2023-07-29 20:09:28,812 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.523
2023-07-29 20:09:28,917 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.520
2023-07-29 20:09:29,020 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.523
2023-07-29 20:09:29,126 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.529
2023-07-29 20:09:29,232 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.578
2023-07-29 20:09:29,342 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.624
2023-07-29 20:09:29,458 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.676
2023-07-29 20:09:29,576 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.676
2023-07-29 20:09:29,690 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.686
2023-07-29 20:09:29,807 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.694
2023-07-29 20:09:29,920 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.680
2023-07-29 20:09:30,038 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.681
2023-07-29 20:09:30,149 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.672
2023-07-29 20:09:30,259 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.676
2023-07-29 20:09:30,369 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.681
2023-07-29 20:09:30,489 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.687
2023-07-29 20:09:30,606 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.693
2023-07-29 20:09:30,724 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.693
2023-07-29 20:09:30,843 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.703
2023-07-29 20:09:30,958 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.704
2023-07-29 20:09:31,074 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.710
2023-07-29 20:09:31,185 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.708
2023-07-29 20:09:31,299 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.709
2023-07-29 20:09:31,418 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-29 20:09:31,534 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.698
2023-07-29 20:09:31,648 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-29 20:09:31,762 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.944, mIoU: 0.705
2023-07-29 20:09:31,875 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.944, mIoU: 0.705
2023-07-29 20:09:31,981 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.703
2023-07-29 20:09:32,092 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-29 20:09:32,196 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.944, mIoU: 0.705
2023-07-29 20:09:32,301 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-29 20:09:32,405 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.944, mIoU: 0.706
2023-07-29 20:09:32,511 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-29 20:09:32,618 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.944, mIoU: 0.703
2023-07-29 20:09:32,730 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.943, mIoU: 0.697
2023-07-29 20:09:32,843 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-29 20:09:32,962 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-29 20:09:33,083 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-29 20:09:33,197 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-29 20:09:33,311 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.698
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2023-07-29 20:09:33,948 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.701
2023-07-29 20:09:34,097 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.947, mIoU: 0.704
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2023-07-29 20:09:34,769 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.705
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2023-07-29 20:09:35,020 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.706
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2023-07-29 20:10:18,772 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-29 20:10:18,890 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-29 20:10:19,004 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-29 20:10:19,118 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-29 20:10:19,236 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-29 20:10:19,356 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-29 20:10:19,473 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-29 20:10:19,590 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-29 20:10:19,703 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-29 20:10:19,813 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-29 20:10:19,922 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-29 20:10:20,043 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-29 20:10:20,168 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-29 20:10:20,293 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-29 20:10:20,417 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-29 20:10:20,541 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-29 20:10:20,665 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-29 20:10:20,786 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-29 20:10:20,907 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.947, mIoU: 0.708
2023-07-29 20:10:21,029 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.947, mIoU: 0.708
2023-07-29 20:10:21,148 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.947, mIoU: 0.708
2023-07-29 20:10:21,272 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.947, mIoU: 0.708
2023-07-29 20:10:21,391 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.947, mIoU: 0.708
2023-07-29 20:10:21,508 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.947, mIoU: 0.709
2023-07-29 20:10:21,627 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.947, mIoU: 0.709
2023-07-29 20:10:21,747 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-29 20:10:21,865 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-29 20:10:21,982 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-29 20:10:22,102 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-29 20:10:22,220 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-29 20:10:22,336 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-29 20:10:22,453 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-29 20:10:22,567 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-29 20:10:22,683 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-29 20:10:22,798 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-29 20:10:22,916 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-29 20:10:23,034 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-29 20:10:23,152 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-29 20:10:23,267 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-29 20:10:23,384 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-29 20:10:23,501 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-29 20:10:23,614 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.948, mIoU: 0.710
2023-07-29 20:10:23,730 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.948, mIoU: 0.710
2023-07-29 20:10:23,846 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.948, mIoU: 0.710
2023-07-29 20:10:23,962 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.948, mIoU: 0.710
2023-07-29 20:10:24,079 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.948, mIoU: 0.710
2023-07-29 20:10:24,195 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.948, mIoU: 0.710
2023-07-29 20:10:24,313 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.948, mIoU: 0.710
2023-07-29 20:10:24,424 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.948, mIoU: 0.710
2023-07-29 20:10:24,537 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.948, mIoU: 0.710
2023-07-29 20:10:24,653 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-29 20:10:24,766 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-29 20:10:24,880 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-29 20:10:24,993 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-29 20:10:25,107 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-29 20:10:25,218 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-29 20:10:25,333 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-29 20:10:25,442 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-29 20:10:25,549 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-29 20:10:25,653 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-29 20:10:25,757 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-29 20:10:25,860 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-29 20:10:25,963 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-29 20:10:26,065 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-29 20:11:00,720 semantic_segmentation INFO: Iters: 58410/150000 || Lr: 0.012830 || Task Loss: 0.1611 || KD Loss: 0.0900|| 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 days, 6:28:07 || Estimated Time: 3 days, 13:24:33
2023-07-29 20:11:35,019 semantic_segmentation INFO: Iters: 58420/150000 || Lr: 0.012828 || Task Loss: 0.2066 || KD Loss: 0.0505|| 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: 2 days, 6:28:41 || Estimated Time: 3 days, 13:24:01
2023-07-29 20:12:09,295 semantic_segmentation INFO: Iters: 58430/150000 || Lr: 0.012827 || Task Loss: 0.2614 || KD Loss: 0.0835|| 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, 6:29:16 || Estimated Time: 3 days, 13:23:28
2023-07-29 20:12:43,493 semantic_segmentation INFO: Iters: 58440/150000 || Lr: 0.012826 || Task Loss: 0.2641 || KD Loss: 0.0578|| 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: 2 days, 6:29:50 || Estimated Time: 3 days, 13:22:56
2023-07-29 20:13:17,797 semantic_segmentation INFO: Iters: 58450/150000 || Lr: 0.012825 || Task Loss: 0.2363 || KD Loss: 0.0674|| 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: 2 days, 6:30:24 || Estimated Time: 3 days, 13:22:23
2023-07-29 20:13:52,001 semantic_segmentation INFO: Iters: 58460/150000 || Lr: 0.012823 || Task Loss: 0.2234 || KD Loss: 0.0623|| 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, 6:30:58 || Estimated Time: 3 days, 13:21:51
2023-07-29 20:14:26,354 semantic_segmentation INFO: Iters: 58470/150000 || Lr: 0.012822 || Task Loss: 0.1683 || KD Loss: 0.0512|| 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: 2 days, 6:31:33 || Estimated Time: 3 days, 13:21:19
2023-07-29 20:15:00,477 semantic_segmentation INFO: Iters: 58480/150000 || Lr: 0.012821 || Task Loss: 0.1850 || KD Loss: 0.0431|| 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, 6:32:07 || Estimated Time: 3 days, 13:20:46
2023-07-29 20:15:34,865 semantic_segmentation INFO: Iters: 58490/150000 || Lr: 0.012820 || Task Loss: 0.2413 || KD Loss: 0.0604|| 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: 2 days, 6:32:41 || Estimated Time: 3 days, 13:20:14
2023-07-29 20:16:08,990 semantic_segmentation INFO: Iters: 58500/150000 || Lr: 0.012818 || Task Loss: 0.1739 || KD Loss: 0.0396|| 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, 6:33:15 || Estimated Time: 3 days, 13:19:41
2023-07-29 20:16:43,291 semantic_segmentation INFO: Iters: 58510/150000 || Lr: 0.012817 || Task Loss: 0.2731 || KD Loss: 0.0694|| 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: 2 days, 6:33:50 || Estimated Time: 3 days, 13:19:08
2023-07-29 20:17:17,485 semantic_segmentation INFO: Iters: 58520/150000 || Lr: 0.012816 || Task Loss: 0.2167 || KD Loss: 0.0552|| 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: 2 days, 6:34:24 || Estimated Time: 3 days, 13:18:36
2023-07-29 20:17:51,670 semantic_segmentation INFO: Iters: 58530/150000 || Lr: 0.012815 || Task Loss: 0.1935 || KD Loss: 0.0562|| 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: 2 days, 6:34:58 || Estimated Time: 3 days, 13:18:03
2023-07-29 20:18:25,785 semantic_segmentation INFO: Iters: 58540/150000 || Lr: 0.012813 || Task Loss: 0.1914 || KD Loss: 0.0598|| 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: 2 days, 6:35:32 || Estimated Time: 3 days, 13:17:30
2023-07-29 20:19:00,177 semantic_segmentation INFO: Iters: 58550/150000 || Lr: 0.012812 || Task Loss: 0.2087 || KD Loss: 0.0528|| 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: 2 days, 6:36:07 || Estimated Time: 3 days, 13:16:58
2023-07-29 20:19:34,316 semantic_segmentation INFO: Iters: 58560/150000 || Lr: 0.012811 || Task Loss: 0.1460 || KD Loss: 0.0405|| 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, 6:36:41 || Estimated Time: 3 days, 13:16:25
2023-07-29 20:20:08,774 semantic_segmentation INFO: Iters: 58570/150000 || Lr: 0.012809 || Task Loss: 0.1831 || KD Loss: 0.0521|| 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: 2 days, 6:37:15 || Estimated Time: 3 days, 13:15:53
2023-07-29 20:20:43,338 semantic_segmentation INFO: Iters: 58580/150000 || Lr: 0.012808 || Task Loss: 0.1962 || KD Loss: 0.0483|| 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: 2 days, 6:37:50 || Estimated Time: 3 days, 13:15:21
2023-07-29 20:21:17,606 semantic_segmentation INFO: Iters: 58590/150000 || Lr: 0.012807 || Task Loss: 0.2199 || KD Loss: 0.0523|| 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, 6:38:24 || Estimated Time: 3 days, 13:14:49
2023-07-29 20:21:51,813 semantic_segmentation INFO: Iters: 58600/150000 || Lr: 0.012806 || Task Loss: 0.2667 || KD Loss: 0.0801|| 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: 2 days, 6:38:58 || Estimated Time: 3 days, 13:14:16
2023-07-29 20:22:26,153 semantic_segmentation INFO: Iters: 58610/150000 || Lr: 0.012804 || Task Loss: 0.2047 || KD Loss: 0.0473|| 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, 6:39:33 || Estimated Time: 3 days, 13:13:44
2023-07-29 20:23:00,439 semantic_segmentation INFO: Iters: 58620/150000 || Lr: 0.012803 || Task Loss: 0.3128 || KD Loss: 0.1036|| 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: 2 days, 6:40:07 || Estimated Time: 3 days, 13:13:11
2023-07-29 20:23:34,560 semantic_segmentation INFO: Iters: 58630/150000 || Lr: 0.012802 || Task Loss: 0.2097 || KD Loss: 0.0591|| 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, 6:40:41 || Estimated Time: 3 days, 13:12:39
2023-07-29 20:24:11,376 semantic_segmentation INFO: Iters: 58640/150000 || Lr: 0.012801 || Task Loss: 0.1651 || KD Loss: 0.0331|| 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: 2 days, 6:41:18 || Estimated Time: 3 days, 13:12:10
2023-07-29 20:24:46,678 semantic_segmentation INFO: Iters: 58650/150000 || Lr: 0.012799 || Task Loss: 0.2193 || KD Loss: 0.0563|| 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: 2 days, 6:41:53 || Estimated Time: 3 days, 13:11:39
2023-07-29 20:25:20,803 semantic_segmentation INFO: Iters: 58660/150000 || Lr: 0.012798 || Task Loss: 0.1374 || KD Loss: 0.0354|| 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, 6:42:27 || Estimated Time: 3 days, 13:11:07
2023-07-29 20:25:54,958 semantic_segmentation INFO: Iters: 58670/150000 || Lr: 0.012797 || Task Loss: 0.2275 || KD Loss: 0.0609|| 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: 2 days, 6:43:01 || Estimated Time: 3 days, 13:10:34
2023-07-29 20:26:29,325 semantic_segmentation INFO: Iters: 58680/150000 || Lr: 0.012796 || Task Loss: 0.2102 || KD Loss: 0.0442|| 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, 6:43:36 || Estimated Time: 3 days, 13:10:02
2023-07-29 20:27:03,497 semantic_segmentation INFO: Iters: 58690/150000 || Lr: 0.012794 || Task Loss: 0.1571 || KD Loss: 0.0427|| 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: 2 days, 6:44:10 || Estimated Time: 3 days, 13:09:29
2023-07-29 20:27:37,698 semantic_segmentation INFO: Iters: 58700/150000 || Lr: 0.012793 || Task Loss: 0.1439 || KD Loss: 0.0375|| 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: 2 days, 6:44:44 || Estimated Time: 3 days, 13:08:56
2023-07-29 20:28:11,802 semantic_segmentation INFO: Iters: 58710/150000 || Lr: 0.012792 || Task Loss: 0.2026 || KD Loss: 0.0491|| 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, 6:45:18 || Estimated Time: 3 days, 13:08:24
2023-07-29 20:28:46,026 semantic_segmentation INFO: Iters: 58720/150000 || Lr: 0.012791 || Task Loss: 0.1825 || KD Loss: 0.0465|| 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, 6:45:52 || Estimated Time: 3 days, 13:07:51
2023-07-29 20:29:20,130 semantic_segmentation INFO: Iters: 58730/150000 || Lr: 0.012789 || Task Loss: 0.2079 || KD Loss: 0.0518|| 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: 2 days, 6:46:26 || Estimated Time: 3 days, 13:07:18
2023-07-29 20:29:54,319 semantic_segmentation INFO: Iters: 58740/150000 || Lr: 0.012788 || Task Loss: 0.2307 || KD Loss: 0.0506|| 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, 6:47:01 || Estimated Time: 3 days, 13:06:46
2023-07-29 20:30:28,520 semantic_segmentation INFO: Iters: 58750/150000 || Lr: 0.012787 || Task Loss: 0.2676 || KD Loss: 0.0549|| 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: 2 days, 6:47:35 || Estimated Time: 3 days, 13:06:13
2023-07-29 20:31:02,737 semantic_segmentation INFO: Iters: 58760/150000 || Lr: 0.012786 || Task Loss: 0.1823 || KD Loss: 0.0449|| 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: 2 days, 6:48:09 || Estimated Time: 3 days, 13:05:40
2023-07-29 20:31:37,060 semantic_segmentation INFO: Iters: 58770/150000 || Lr: 0.012784 || Task Loss: 0.2730 || KD Loss: 0.0674|| 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: 2 days, 6:48:43 || Estimated Time: 3 days, 13:05:08
2023-07-29 20:32:11,302 semantic_segmentation INFO: Iters: 58780/150000 || Lr: 0.012783 || Task Loss: 0.1806 || KD Loss: 0.0498|| 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: 2 days, 6:49:18 || Estimated Time: 3 days, 13:04:35
2023-07-29 20:32:45,460 semantic_segmentation INFO: Iters: 58790/150000 || Lr: 0.012782 || Task Loss: 0.2650 || KD Loss: 0.0685|| 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: 2 days, 6:49:52 || Estimated Time: 3 days, 13:04:03
2023-07-29 20:33:19,643 semantic_segmentation INFO: Iters: 58800/150000 || Lr: 0.012780 || Task Loss: 0.2200 || KD Loss: 0.0707|| 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: 2 days, 6:50:26 || Estimated Time: 3 days, 13:03:30
2023-07-29 20:33:53,928 semantic_segmentation INFO: Iters: 58810/150000 || Lr: 0.012779 || Task Loss: 0.1577 || KD Loss: 0.0365|| 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, 6:51:00 || Estimated Time: 3 days, 13:02:58
2023-07-29 20:34:28,023 semantic_segmentation INFO: Iters: 58820/150000 || Lr: 0.012778 || Task Loss: 0.2252 || KD Loss: 0.0700|| 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: 2 days, 6:51:34 || Estimated Time: 3 days, 13:02:25
2023-07-29 20:35:02,167 semantic_segmentation INFO: Iters: 58830/150000 || Lr: 0.012777 || Task Loss: 0.1562 || KD Loss: 0.0378|| 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, 6:52:09 || Estimated Time: 3 days, 13:01:52
2023-07-29 20:35:36,398 semantic_segmentation INFO: Iters: 58840/150000 || Lr: 0.012775 || Task Loss: 0.1294 || KD Loss: 0.0334|| 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: 2 days, 6:52:43 || Estimated Time: 3 days, 13:01:20
2023-07-29 20:36:10,736 semantic_segmentation INFO: Iters: 58850/150000 || Lr: 0.012774 || Task Loss: 0.2581 || KD Loss: 0.0630|| 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: 2 days, 6:53:17 || Estimated Time: 3 days, 13:00:47
2023-07-29 20:36:44,879 semantic_segmentation INFO: Iters: 58860/150000 || Lr: 0.012773 || Task Loss: 0.1888 || KD Loss: 0.0509|| 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, 6:53:51 || Estimated Time: 3 days, 13:00:15
2023-07-29 20:37:19,123 semantic_segmentation INFO: Iters: 58870/150000 || Lr: 0.012772 || Task Loss: 0.2510 || KD Loss: 0.0749|| 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: 2 days, 6:54:25 || Estimated Time: 3 days, 12:59:42
2023-07-29 20:37:53,359 semantic_segmentation INFO: Iters: 58880/150000 || Lr: 0.012770 || Task Loss: 0.1527 || KD Loss: 0.0352|| 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, 6:55:00 || Estimated Time: 3 days, 12:59:09
2023-07-29 20:38:27,456 semantic_segmentation INFO: Iters: 58890/150000 || Lr: 0.012769 || Task Loss: 0.1953 || KD Loss: 0.0411|| 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: 2 days, 6:55:34 || Estimated Time: 3 days, 12:58:37
2023-07-29 20:39:01,928 semantic_segmentation INFO: Iters: 58900/150000 || Lr: 0.012768 || Task Loss: 0.1835 || KD Loss: 0.0554|| 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: 2 days, 6:56:08 || Estimated Time: 3 days, 12:58:04
2023-07-29 20:39:36,065 semantic_segmentation INFO: Iters: 58910/150000 || Lr: 0.012767 || Task Loss: 0.2065 || KD Loss: 0.0720|| 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, 6:56:42 || Estimated Time: 3 days, 12:57:32
2023-07-29 20:40:10,186 semantic_segmentation INFO: Iters: 58920/150000 || Lr: 0.012765 || Task Loss: 0.2195 || KD Loss: 0.0582|| 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, 6:57:17 || Estimated Time: 3 days, 12:56:59
2023-07-29 20:40:44,351 semantic_segmentation INFO: Iters: 58930/150000 || Lr: 0.012764 || Task Loss: 0.1855 || KD Loss: 0.0489|| 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, 6:57:51 || Estimated Time: 3 days, 12:56:26
2023-07-29 20:41:18,519 semantic_segmentation INFO: Iters: 58940/150000 || Lr: 0.012763 || Task Loss: 0.2053 || KD Loss: 0.0465|| 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: 2 days, 6:58:25 || Estimated Time: 3 days, 12:55:54
2023-07-29 20:41:52,595 semantic_segmentation INFO: Iters: 58950/150000 || Lr: 0.012762 || Task Loss: 0.1808 || KD Loss: 0.0517|| 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, 6:58:59 || Estimated Time: 3 days, 12:55:21
2023-07-29 20:42:26,788 semantic_segmentation INFO: Iters: 58960/150000 || Lr: 0.012760 || Task Loss: 0.1896 || KD Loss: 0.0458|| 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: 2 days, 6:59:33 || Estimated Time: 3 days, 12:54:48
2023-07-29 20:43:01,115 semantic_segmentation INFO: Iters: 58970/150000 || Lr: 0.012759 || Task Loss: 0.2347 || KD Loss: 0.0637|| 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: 2 days, 7:00:07 || Estimated Time: 3 days, 12:54:16
2023-07-29 20:43:35,304 semantic_segmentation INFO: Iters: 58980/150000 || Lr: 0.012758 || Task Loss: 0.1954 || KD Loss: 0.0464|| 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: 2 days, 7:00:42 || Estimated Time: 3 days, 12:53:43
2023-07-29 20:44:09,694 semantic_segmentation INFO: Iters: 58990/150000 || Lr: 0.012757 || Task Loss: 0.2333 || KD Loss: 0.0587|| 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: 2 days, 7:01:16 || Estimated Time: 3 days, 12:53:11
2023-07-29 20:44:43,735 semantic_segmentation INFO: Iters: 59000/150000 || Lr: 0.012755 || Task Loss: 0.1775 || KD Loss: 0.0411|| 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: 2 days, 7:01:50 || Estimated Time: 3 days, 12:52:38
2023-07-29 20:45:17,820 semantic_segmentation INFO: Iters: 59010/150000 || Lr: 0.012754 || Task Loss: 0.2047 || KD Loss: 0.0429|| 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, 7:02:24 || Estimated Time: 3 days, 12:52:05
2023-07-29 20:45:51,840 semantic_segmentation INFO: Iters: 59020/150000 || Lr: 0.012753 || Task Loss: 0.3053 || KD Loss: 0.1291|| 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: 2 days, 7:02:58 || Estimated Time: 3 days, 12:51:32
2023-07-29 20:46:26,173 semantic_segmentation INFO: Iters: 59030/150000 || Lr: 0.012751 || Task Loss: 0.1853 || KD Loss: 0.0676|| 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, 7:03:33 || Estimated Time: 3 days, 12:51:00
2023-07-29 20:47:00,284 semantic_segmentation INFO: Iters: 59040/150000 || Lr: 0.012750 || Task Loss: 0.2691 || KD Loss: 0.0583|| 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: 2 days, 7:04:07 || Estimated Time: 3 days, 12:50:27
2023-07-29 20:47:34,523 semantic_segmentation INFO: Iters: 59050/150000 || Lr: 0.012749 || Task Loss: 0.1885 || KD Loss: 0.0490|| 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: 2 days, 7:04:41 || Estimated Time: 3 days, 12:49:55
2023-07-29 20:48:08,780 semantic_segmentation INFO: Iters: 59060/150000 || Lr: 0.012748 || Task Loss: 0.1389 || KD Loss: 0.0329|| 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: 2 days, 7:05:15 || Estimated Time: 3 days, 12:49:22
2023-07-29 20:48:42,864 semantic_segmentation INFO: Iters: 59070/150000 || Lr: 0.012746 || Task Loss: 0.1910 || KD Loss: 0.0516|| 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: 2 days, 7:05:49 || Estimated Time: 3 days, 12:48:49
2023-07-29 20:49:16,902 semantic_segmentation INFO: Iters: 59080/150000 || Lr: 0.012745 || Task Loss: 0.2452 || KD Loss: 0.0565|| 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, 7:06:23 || Estimated Time: 3 days, 12:48:16
2023-07-29 20:49:51,215 semantic_segmentation INFO: Iters: 59090/150000 || Lr: 0.012744 || Task Loss: 0.1846 || KD Loss: 0.0447|| 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: 2 days, 7:06:58 || Estimated Time: 3 days, 12:47:44
2023-07-29 20:50:29,017 semantic_segmentation INFO: Iters: 59100/150000 || Lr: 0.012743 || Task Loss: 0.2393 || KD Loss: 0.0535|| 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: 2 days, 7:07:35 || Estimated Time: 3 days, 12:47:17
2023-07-29 20:51:03,119 semantic_segmentation INFO: Iters: 59110/150000 || Lr: 0.012741 || Task Loss: 0.2342 || KD Loss: 0.0543|| 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, 7:08:09 || Estimated Time: 3 days, 12:46:44
2023-07-29 20:51:37,302 semantic_segmentation INFO: Iters: 59120/150000 || Lr: 0.012740 || Task Loss: 0.1582 || KD Loss: 0.0409|| 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: 2 days, 7:08:44 || Estimated Time: 3 days, 12:46:11
2023-07-29 20:52:11,457 semantic_segmentation INFO: Iters: 59130/150000 || Lr: 0.012739 || Task Loss: 0.1223 || KD Loss: 0.0370|| 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: 2 days, 7:09:18 || Estimated Time: 3 days, 12:45:39
2023-07-29 20:52:45,770 semantic_segmentation INFO: Iters: 59140/150000 || Lr: 0.012738 || Task Loss: 0.2117 || KD Loss: 0.0602|| 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: 2 days, 7:09:52 || Estimated Time: 3 days, 12:45:06
2023-07-29 20:53:20,022 semantic_segmentation INFO: Iters: 59150/150000 || Lr: 0.012736 || Task Loss: 0.2320 || KD Loss: 0.0838|| 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, 7:10:26 || Estimated Time: 3 days, 12:44:34
2023-07-29 20:53:54,246 semantic_segmentation INFO: Iters: 59160/150000 || Lr: 0.012735 || Task Loss: 0.2781 || KD Loss: 0.1163|| 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: 2 days, 7:11:01 || Estimated Time: 3 days, 12:44:01
2023-07-29 20:54:28,262 semantic_segmentation INFO: Iters: 59170/150000 || Lr: 0.012734 || Task Loss: 0.1900 || KD Loss: 0.1611|| 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: 2 days, 7:11:35 || Estimated Time: 3 days, 12:43:28
2023-07-29 20:55:02,602 semantic_segmentation INFO: Iters: 59180/150000 || Lr: 0.012733 || Task Loss: 0.2237 || KD Loss: 0.0570|| 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, 7:12:09 || Estimated Time: 3 days, 12:42:56
2023-07-29 20:55:36,733 semantic_segmentation INFO: Iters: 59190/150000 || Lr: 0.012731 || Task Loss: 0.1663 || KD Loss: 0.0460|| 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: 2 days, 7:12:43 || Estimated Time: 3 days, 12:42:23
2023-07-29 20:56:10,928 semantic_segmentation INFO: Iters: 59200/150000 || Lr: 0.012730 || Task Loss: 0.2413 || KD Loss: 0.0608|| 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: 2 days, 7:13:17 || Estimated Time: 3 days, 12:41:51
2023-07-29 20:56:10,996 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 20:56:11,896 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.404
2023-07-29 20:56:12,299 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.969, mIoU: 0.472
2023-07-29 20:56:12,434 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.487
2023-07-29 20:56:12,553 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.529
2023-07-29 20:56:12,670 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.521
2023-07-29 20:56:12,787 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.521
2023-07-29 20:56:12,897 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.565
2023-07-29 20:56:13,010 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.613
2023-07-29 20:56:13,125 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.659
2023-07-29 20:56:13,237 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.692
2023-07-29 20:56:13,347 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.698
2023-07-29 20:56:13,458 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.709
2023-07-29 20:56:13,569 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.957, mIoU: 0.706
2023-07-29 20:56:13,681 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.954, mIoU: 0.701
2023-07-29 20:56:13,792 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.950, mIoU: 0.665
2023-07-29 20:56:13,896 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.948, mIoU: 0.654
2023-07-29 20:56:14,002 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.947, mIoU: 0.655
2023-07-29 20:56:14,107 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.655
2023-07-29 20:56:14,214 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.944, mIoU: 0.659
2023-07-29 20:56:14,319 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-29 20:56:14,428 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-29 20:56:14,532 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.940, mIoU: 0.685
2023-07-29 20:56:14,636 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.940, mIoU: 0.683
2023-07-29 20:56:14,744 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.691
2023-07-29 20:56:14,858 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.939, mIoU: 0.695
2023-07-29 20:56:14,971 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.939, mIoU: 0.697
2023-07-29 20:56:15,089 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-29 20:56:15,205 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.936, mIoU: 0.679
2023-07-29 20:56:15,320 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-29 20:56:15,436 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.935, mIoU: 0.666
2023-07-29 20:56:15,545 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.935, mIoU: 0.665
2023-07-29 20:56:15,654 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.935, mIoU: 0.663
2023-07-29 20:56:15,763 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-29 20:56:15,880 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.936, mIoU: 0.666
2023-07-29 20:56:15,999 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.669
2023-07-29 20:56:16,118 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.669
2023-07-29 20:56:16,235 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.666
2023-07-29 20:56:16,354 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.935, mIoU: 0.666
2023-07-29 20:56:16,472 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.935, mIoU: 0.660
2023-07-29 20:56:16,588 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.935, mIoU: 0.662
2023-07-29 20:56:16,704 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.936, mIoU: 0.663
2023-07-29 20:56:16,824 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.936, mIoU: 0.663
2023-07-29 20:56:16,941 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.937, mIoU: 0.664
2023-07-29 20:56:17,058 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-29 20:56:17,175 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.938, mIoU: 0.664
2023-07-29 20:56:17,295 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-29 20:56:17,411 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.939, mIoU: 0.664
2023-07-29 20:56:17,529 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-29 20:56:17,646 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-29 20:56:17,762 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.940, mIoU: 0.666
2023-07-29 20:56:17,878 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.940, mIoU: 0.666
2023-07-29 20:56:17,991 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.939, mIoU: 0.668
2023-07-29 20:56:18,106 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.938, mIoU: 0.669
2023-07-29 20:56:18,219 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.672
2023-07-29 20:56:18,337 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.670
2023-07-29 20:56:18,456 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.937, mIoU: 0.673
2023-07-29 20:56:18,569 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.937, mIoU: 0.673
2023-07-29 20:56:18,683 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.938, mIoU: 0.680
2023-07-29 20:56:18,799 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.676
2023-07-29 20:56:18,913 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.936, mIoU: 0.675
2023-07-29 20:56:19,026 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.936, mIoU: 0.678
2023-07-29 20:56:19,137 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.936, mIoU: 0.680
2023-07-29 20:56:19,243 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.936, mIoU: 0.680
2023-07-29 20:56:19,349 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.936, mIoU: 0.683
2023-07-29 20:56:19,457 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.936, mIoU: 0.684
2023-07-29 20:56:19,570 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.936, mIoU: 0.685
2023-07-29 20:56:19,686 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.935, mIoU: 0.685
2023-07-29 20:56:19,804 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.683
2023-07-29 20:56:19,921 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.933, mIoU: 0.681
2023-07-29 20:56:20,037 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.934, mIoU: 0.680
2023-07-29 20:56:20,154 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.680
2023-07-29 20:56:20,270 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.934, mIoU: 0.678
2023-07-29 20:56:20,386 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.934, mIoU: 0.676
2023-07-29 20:56:20,510 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.934, mIoU: 0.676
2023-07-29 20:56:20,626 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.934, mIoU: 0.677
2023-07-29 20:56:20,743 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.934, mIoU: 0.677
2023-07-29 20:56:20,858 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.935, mIoU: 0.677
2023-07-29 20:56:20,973 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.935, mIoU: 0.677
2023-07-29 20:56:21,086 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.935, mIoU: 0.677
2023-07-29 20:56:21,201 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.935, mIoU: 0.678
2023-07-29 20:56:21,316 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.935, mIoU: 0.679
2023-07-29 20:56:21,432 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.935, mIoU: 0.679
2023-07-29 20:56:21,553 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.935, mIoU: 0.679
2023-07-29 20:56:21,667 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.934, mIoU: 0.678
2023-07-29 20:56:21,782 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.932, mIoU: 0.674
2023-07-29 20:56:21,894 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.932, mIoU: 0.675
2023-07-29 20:56:22,006 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.932, mIoU: 0.675
2023-07-29 20:56:22,117 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.932, mIoU: 0.675
2023-07-29 20:56:22,228 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.932, mIoU: 0.673
2023-07-29 20:56:22,345 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.932, mIoU: 0.672
2023-07-29 20:56:22,462 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.933, mIoU: 0.674
2023-07-29 20:56:22,586 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.931, mIoU: 0.660
2023-07-29 20:56:22,699 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.931, mIoU: 0.660
2023-07-29 20:56:22,813 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.932, mIoU: 0.660
2023-07-29 20:56:22,919 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.932, mIoU: 0.660
2023-07-29 20:56:23,027 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.932, mIoU: 0.661
2023-07-29 20:56:23,138 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.932, mIoU: 0.660
2023-07-29 20:56:23,290 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.932, mIoU: 0.660
2023-07-29 20:56:23,464 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.932, mIoU: 0.660
2023-07-29 20:56:23,623 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.932, mIoU: 0.661
2023-07-29 20:56:23,770 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.930, mIoU: 0.661
2023-07-29 20:56:23,911 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.930, mIoU: 0.659
2023-07-29 20:56:24,049 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.930, mIoU: 0.659
2023-07-29 20:56:24,183 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.930, mIoU: 0.659
2023-07-29 20:56:24,315 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.930, mIoU: 0.659
2023-07-29 20:56:24,444 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.931, mIoU: 0.659
2023-07-29 20:56:24,577 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.931, mIoU: 0.659
2023-07-29 20:56:24,701 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.931, mIoU: 0.659
2023-07-29 20:56:24,826 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.931, mIoU: 0.659
2023-07-29 20:56:24,948 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.930, mIoU: 0.658
2023-07-29 20:56:25,069 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.930, mIoU: 0.658
2023-07-29 20:56:25,188 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.930, mIoU: 0.657
2023-07-29 20:56:25,308 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.930, mIoU: 0.657
2023-07-29 20:56:25,427 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.930, mIoU: 0.657
2023-07-29 20:56:25,545 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.930, mIoU: 0.656
2023-07-29 20:56:25,663 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.931, mIoU: 0.656
2023-07-29 20:56:25,781 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.931, mIoU: 0.663
2023-07-29 20:56:25,897 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.931, mIoU: 0.666
2023-07-29 20:56:26,013 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.930, mIoU: 0.667
2023-07-29 20:56:26,128 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.930, mIoU: 0.667
2023-07-29 20:56:26,244 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.930, mIoU: 0.667
2023-07-29 20:56:26,361 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.930, mIoU: 0.666
2023-07-29 20:56:26,476 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.930, mIoU: 0.667
2023-07-29 20:56:26,593 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.930, mIoU: 0.668
2023-07-29 20:56:26,707 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.930, mIoU: 0.668
2023-07-29 20:56:26,822 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.929, mIoU: 0.668
2023-07-29 20:56:26,937 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.930, mIoU: 0.670
2023-07-29 20:56:27,054 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.930, mIoU: 0.671
2023-07-29 20:56:27,169 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.930, mIoU: 0.670
2023-07-29 20:56:27,284 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.930, mIoU: 0.670
2023-07-29 20:56:27,397 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.930, mIoU: 0.670
2023-07-29 20:56:27,510 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.931, mIoU: 0.670
2023-07-29 20:56:27,626 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.931, mIoU: 0.670
2023-07-29 20:56:27,737 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.931, mIoU: 0.669
2023-07-29 20:56:27,850 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.931, mIoU: 0.668
2023-07-29 20:56:27,969 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.932, mIoU: 0.668
2023-07-29 20:56:28,091 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.932, mIoU: 0.668
2023-07-29 20:56:28,204 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.931, mIoU: 0.665
2023-07-29 20:56:28,320 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.931, mIoU: 0.666
2023-07-29 20:56:28,434 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.931, mIoU: 0.668
2023-07-29 20:56:28,546 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.931, mIoU: 0.668
2023-07-29 20:56:28,662 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.931, mIoU: 0.668
2023-07-29 20:56:28,773 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.931, mIoU: 0.667
2023-07-29 20:56:28,884 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.931, mIoU: 0.667
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2023-07-29 20:56:51,257 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.929, mIoU: 0.661
2023-07-29 20:56:51,376 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.930, mIoU: 0.661
2023-07-29 20:56:51,496 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.930, mIoU: 0.661
2023-07-29 20:56:51,615 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.930, mIoU: 0.661
2023-07-29 20:56:51,733 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.930, mIoU: 0.661
2023-07-29 20:56:51,853 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.930, mIoU: 0.661
2023-07-29 20:56:51,974 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.930, mIoU: 0.662
2023-07-29 20:56:52,093 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.930, mIoU: 0.662
2023-07-29 20:56:52,209 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.931, mIoU: 0.662
2023-07-29 20:56:52,329 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.931, mIoU: 0.662
2023-07-29 20:56:52,450 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.931, mIoU: 0.662
2023-07-29 20:56:52,566 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.931, mIoU: 0.663
2023-07-29 20:56:52,683 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.931, mIoU: 0.663
2023-07-29 20:56:52,800 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.931, mIoU: 0.663
2023-07-29 20:56:52,917 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.931, mIoU: 0.663
2023-07-29 20:56:53,037 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.931, mIoU: 0.663
2023-07-29 20:56:53,152 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.931, mIoU: 0.663
2023-07-29 20:56:53,268 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.931, mIoU: 0.663
2023-07-29 20:56:53,385 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.931, mIoU: 0.663
2023-07-29 20:56:53,502 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.931, mIoU: 0.663
2023-07-29 20:56:53,618 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.931, mIoU: 0.663
2023-07-29 20:56:53,734 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.932, mIoU: 0.664
2023-07-29 20:56:53,852 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.932, mIoU: 0.664
2023-07-29 20:56:53,969 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.932, mIoU: 0.664
2023-07-29 20:56:54,091 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.932, mIoU: 0.664
2023-07-29 20:56:54,206 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.932, mIoU: 0.664
2023-07-29 20:56:54,325 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.932, mIoU: 0.664
2023-07-29 20:56:54,441 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.932, mIoU: 0.665
2023-07-29 20:56:54,556 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.932, mIoU: 0.665
2023-07-29 20:56:54,670 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.932, mIoU: 0.665
2023-07-29 20:56:54,785 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.932, mIoU: 0.666
2023-07-29 20:56:54,903 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.933, mIoU: 0.666
2023-07-29 20:56:55,019 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.933, mIoU: 0.666
2023-07-29 20:56:55,134 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.933, mIoU: 0.666
2023-07-29 20:56:55,250 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.933, mIoU: 0.666
2023-07-29 20:56:55,365 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.933, mIoU: 0.666
2023-07-29 20:56:55,481 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.933, mIoU: 0.666
2023-07-29 20:56:55,592 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.933, mIoU: 0.666
2023-07-29 20:56:55,701 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.933, mIoU: 0.666
2023-07-29 20:56:55,817 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.933, mIoU: 0.667
2023-07-29 20:56:55,932 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.933, mIoU: 0.667
2023-07-29 20:56:56,050 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.933, mIoU: 0.667
2023-07-29 20:56:56,164 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.933, mIoU: 0.668
2023-07-29 20:56:56,276 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.933, mIoU: 0.668
2023-07-29 20:56:56,390 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.934, mIoU: 0.668
2023-07-29 20:56:56,496 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.934, mIoU: 0.668
2023-07-29 20:56:56,601 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.934, mIoU: 0.668
2023-07-29 20:56:56,705 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.934, mIoU: 0.669
2023-07-29 20:56:56,810 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.934, mIoU: 0.669
2023-07-29 20:56:56,915 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.934, mIoU: 0.669
2023-07-29 20:56:57,021 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.934, mIoU: 0.669
2023-07-29 20:56:57,125 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.934, mIoU: 0.669
2023-07-29 20:56:57,230 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.934, mIoU: 0.670
2023-07-29 20:56:57,338 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.934, mIoU: 0.670
2023-07-29 20:56:57,443 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.934, mIoU: 0.670
2023-07-29 20:56:57,549 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.934, mIoU: 0.670
2023-07-29 20:56:57,657 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.934, mIoU: 0.670
2023-07-29 20:56:57,770 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-29 20:56:57,887 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-29 20:56:58,005 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-29 20:56:58,123 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-29 20:56:58,236 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-29 20:56:58,347 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-29 20:56:58,457 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-29 20:56:58,567 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-29 20:56:58,683 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-29 20:56:58,803 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.935, mIoU: 0.671
2023-07-29 20:56:58,923 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.935, mIoU: 0.671
2023-07-29 20:56:59,041 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-29 20:56:59,162 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.936, mIoU: 0.671
2023-07-29 20:56:59,280 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.936, mIoU: 0.671
2023-07-29 20:56:59,399 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.936, mIoU: 0.671
2023-07-29 20:56:59,516 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.936, mIoU: 0.671
2023-07-29 20:56:59,635 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.936, mIoU: 0.671
2023-07-29 20:56:59,752 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.936, mIoU: 0.671
2023-07-29 20:56:59,871 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.936, mIoU: 0.671
2023-07-29 20:56:59,988 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.936, mIoU: 0.671
2023-07-29 20:57:00,110 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.936, mIoU: 0.671
2023-07-29 20:57:00,225 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.936, mIoU: 0.672
2023-07-29 20:57:00,346 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.936, mIoU: 0.672
2023-07-29 20:57:00,462 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.936, mIoU: 0.672
2023-07-29 20:57:00,577 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.936, mIoU: 0.672
2023-07-29 20:57:00,697 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.936, mIoU: 0.673
2023-07-29 20:57:00,812 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.936, mIoU: 0.673
2023-07-29 20:57:00,927 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.936, mIoU: 0.673
2023-07-29 20:57:01,043 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.936, mIoU: 0.673
2023-07-29 20:57:01,163 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.937, mIoU: 0.673
2023-07-29 20:57:01,280 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.937, mIoU: 0.673
2023-07-29 20:57:01,398 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.937, mIoU: 0.673
2023-07-29 20:57:01,514 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.937, mIoU: 0.673
2023-07-29 20:57:01,628 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.937, mIoU: 0.673
2023-07-29 20:57:01,741 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.937, mIoU: 0.673
2023-07-29 20:57:01,849 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.937, mIoU: 0.673
2023-07-29 20:57:01,958 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.937, mIoU: 0.673
2023-07-29 20:57:02,067 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.937, mIoU: 0.673
2023-07-29 20:57:02,187 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.937, mIoU: 0.673
2023-07-29 20:57:02,306 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.937, mIoU: 0.673
2023-07-29 20:57:02,421 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.937, mIoU: 0.673
2023-07-29 20:57:02,537 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.937, mIoU: 0.673
2023-07-29 20:57:02,652 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.937, mIoU: 0.673
2023-07-29 20:57:02,763 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.937, mIoU: 0.673
2023-07-29 20:57:02,875 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.937, mIoU: 0.673
2023-07-29 20:57:02,989 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.938, mIoU: 0.673
2023-07-29 20:57:03,109 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.938, mIoU: 0.673
2023-07-29 20:57:03,227 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.938, mIoU: 0.673
2023-07-29 20:57:03,344 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.938, mIoU: 0.673
2023-07-29 20:57:03,458 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.938, mIoU: 0.673
2023-07-29 20:57:03,571 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.938, mIoU: 0.673
2023-07-29 20:57:03,683 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.938, mIoU: 0.673
2023-07-29 20:57:03,791 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.938, mIoU: 0.673
2023-07-29 20:57:03,898 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.938, mIoU: 0.674
2023-07-29 20:57:04,006 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.938, mIoU: 0.674
2023-07-29 20:57:04,117 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.938, mIoU: 0.674
2023-07-29 20:57:04,236 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.938, mIoU: 0.673
2023-07-29 20:57:04,354 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.938, mIoU: 0.673
2023-07-29 20:57:04,469 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.938, mIoU: 0.674
2023-07-29 20:57:04,582 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.938, mIoU: 0.675
2023-07-29 20:57:04,693 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.938, mIoU: 0.675
2023-07-29 20:57:04,802 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.938, mIoU: 0.675
2023-07-29 20:57:04,909 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.938, mIoU: 0.675
2023-07-29 20:57:05,018 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.938, mIoU: 0.676
2023-07-29 20:57:05,122 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-29 20:57:05,247 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-29 20:57:05,378 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-29 20:57:05,504 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-29 20:57:05,630 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.939, mIoU: 0.677
2023-07-29 20:57:05,755 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.939, mIoU: 0.677
2023-07-29 20:57:05,880 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-29 20:57:06,002 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-29 20:57:06,124 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-29 20:57:06,249 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.939, mIoU: 0.677
2023-07-29 20:57:06,372 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.939, mIoU: 0.677
2023-07-29 20:57:06,490 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.939, mIoU: 0.677
2023-07-29 20:57:06,609 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.939, mIoU: 0.677
2023-07-29 20:57:06,729 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.939, mIoU: 0.677
2023-07-29 20:57:06,850 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-29 20:57:06,965 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-29 20:57:07,083 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-29 20:57:07,206 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-29 20:57:07,326 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-29 20:57:07,442 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-29 20:57:07,560 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-29 20:57:07,677 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-29 20:57:07,794 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-29 20:57:07,912 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-29 20:57:08,032 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-29 20:57:08,148 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-29 20:57:08,265 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-29 20:57:08,382 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-29 20:57:08,498 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-29 20:57:08,611 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-29 20:57:08,726 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-29 20:57:08,844 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-29 20:57:08,960 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-29 20:57:09,076 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-29 20:57:09,191 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-29 20:57:09,307 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-29 20:57:09,420 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-29 20:57:09,534 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-29 20:57:09,649 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-29 20:57:09,763 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-29 20:57:09,878 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-29 20:57:44,275 semantic_segmentation INFO: Iters: 59210/150000 || Lr: 0.012729 || Task Loss: 0.1642 || KD Loss: 0.0545|| 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, 7:14:51 || Estimated Time: 3 days, 12:42:48
2023-07-29 20:58:18,403 semantic_segmentation INFO: Iters: 59220/150000 || Lr: 0.012728 || Task Loss: 0.2342 || KD Loss: 0.0533|| 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: 2 days, 7:15:25 || Estimated Time: 3 days, 12:42:16
2023-07-29 20:58:52,626 semantic_segmentation INFO: Iters: 59230/150000 || Lr: 0.012726 || Task Loss: 0.1543 || KD Loss: 0.0508|| 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, 7:15:59 || Estimated Time: 3 days, 12:41:43
2023-07-29 20:59:27,003 semantic_segmentation INFO: Iters: 59240/150000 || Lr: 0.012725 || Task Loss: 0.2876 || KD Loss: 0.0581|| 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, 7:16:33 || Estimated Time: 3 days, 12:41:11
2023-07-29 21:00:01,108 semantic_segmentation INFO: Iters: 59250/150000 || Lr: 0.012724 || Task Loss: 0.2272 || KD Loss: 0.0641|| 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: 2 days, 7:17:07 || Estimated Time: 3 days, 12:40:38
2023-07-29 21:00:35,265 semantic_segmentation INFO: Iters: 59260/150000 || Lr: 0.012722 || Task Loss: 0.2008 || KD Loss: 0.0522|| 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, 7:17:42 || Estimated Time: 3 days, 12:40:05
2023-07-29 21:01:09,398 semantic_segmentation INFO: Iters: 59270/150000 || Lr: 0.012721 || Task Loss: 0.1950 || KD Loss: 0.0481|| 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: 2 days, 7:18:16 || Estimated Time: 3 days, 12:39:32
2023-07-29 21:01:43,685 semantic_segmentation INFO: Iters: 59280/150000 || Lr: 0.012720 || Task Loss: 0.1902 || KD Loss: 0.0354|| 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: 2 days, 7:18:50 || Estimated Time: 3 days, 12:39:00
2023-07-29 21:02:17,779 semantic_segmentation INFO: Iters: 59290/150000 || Lr: 0.012719 || Task Loss: 0.1696 || KD Loss: 0.0344|| 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: 2 days, 7:19:24 || Estimated Time: 3 days, 12:38:27
2023-07-29 21:02:51,934 semantic_segmentation INFO: Iters: 59300/150000 || Lr: 0.012717 || Task Loss: 0.2418 || KD Loss: 0.0709|| 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, 7:19:58 || Estimated Time: 3 days, 12:37:54
2023-07-29 21:03:26,124 semantic_segmentation INFO: Iters: 59310/150000 || Lr: 0.012716 || Task Loss: 0.2506 || KD Loss: 0.0792|| 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: 2 days, 7:20:32 || Estimated Time: 3 days, 12:37:22
2023-07-29 21:04:00,240 semantic_segmentation INFO: Iters: 59320/150000 || Lr: 0.012715 || Task Loss: 0.2139 || KD Loss: 0.0528|| 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: 2 days, 7:21:07 || Estimated Time: 3 days, 12:36:49
2023-07-29 21:04:34,414 semantic_segmentation INFO: Iters: 59330/150000 || Lr: 0.012714 || Task Loss: 0.1805 || KD Loss: 0.0445|| 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: 2 days, 7:21:41 || Estimated Time: 3 days, 12:36:16
2023-07-29 21:05:08,523 semantic_segmentation INFO: Iters: 59340/150000 || Lr: 0.012712 || Task Loss: 0.3549 || KD Loss: 0.0850|| 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: 2 days, 7:22:15 || Estimated Time: 3 days, 12:35:43
2023-07-29 21:05:42,684 semantic_segmentation INFO: Iters: 59350/150000 || Lr: 0.012711 || Task Loss: 0.2106 || KD Loss: 0.0539|| 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, 7:22:49 || Estimated Time: 3 days, 12:35:11
2023-07-29 21:06:16,817 semantic_segmentation INFO: Iters: 59360/150000 || Lr: 0.012710 || Task Loss: 0.2388 || KD Loss: 0.0487|| 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: 2 days, 7:23:23 || Estimated Time: 3 days, 12:34:38
2023-07-29 21:06:51,020 semantic_segmentation INFO: Iters: 59370/150000 || Lr: 0.012709 || Task Loss: 0.2138 || KD Loss: 0.0543|| 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: 2 days, 7:23:57 || Estimated Time: 3 days, 12:34:05
2023-07-29 21:07:25,209 semantic_segmentation INFO: Iters: 59380/150000 || Lr: 0.012707 || Task Loss: 0.2310 || KD Loss: 0.0569|| 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, 7:24:32 || Estimated Time: 3 days, 12:33:33
2023-07-29 21:07:59,431 semantic_segmentation INFO: Iters: 59390/150000 || Lr: 0.012706 || Task Loss: 0.2088 || KD Loss: 0.0452|| 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: 2 days, 7:25:06 || Estimated Time: 3 days, 12:33:00
2023-07-29 21:08:33,528 semantic_segmentation INFO: Iters: 59400/150000 || Lr: 0.012705 || Task Loss: 0.1399 || KD Loss: 0.0433|| 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, 7:25:40 || Estimated Time: 3 days, 12:32:27
2023-07-29 21:09:07,836 semantic_segmentation INFO: Iters: 59410/150000 || Lr: 0.012704 || Task Loss: 0.1811 || KD Loss: 0.0475|| 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: 2 days, 7:26:14 || Estimated Time: 3 days, 12:31:55
2023-07-29 21:09:42,002 semantic_segmentation INFO: Iters: 59420/150000 || Lr: 0.012702 || Task Loss: 0.2511 || KD Loss: 0.0549|| 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: 2 days, 7:26:48 || Estimated Time: 3 days, 12:31:22
2023-07-29 21:10:16,212 semantic_segmentation INFO: Iters: 59430/150000 || Lr: 0.012701 || Task Loss: 0.1489 || KD Loss: 0.0439|| 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: 2 days, 7:27:23 || Estimated Time: 3 days, 12:30:49
2023-07-29 21:10:50,404 semantic_segmentation INFO: Iters: 59440/150000 || Lr: 0.012700 || Task Loss: 0.2057 || KD Loss: 0.0480|| 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: 2 days, 7:27:57 || Estimated Time: 3 days, 12:30:17
2023-07-29 21:11:24,604 semantic_segmentation INFO: Iters: 59450/150000 || Lr: 0.012698 || Task Loss: 0.8336 || KD Loss: 0.6463|| 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: 2 days, 7:28:31 || Estimated Time: 3 days, 12:29:44
2023-07-29 21:11:58,778 semantic_segmentation INFO: Iters: 59460/150000 || Lr: 0.012697 || Task Loss: 0.2661 || KD Loss: 0.0775|| 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: 2 days, 7:29:05 || Estimated Time: 3 days, 12:29:11
2023-07-29 21:12:32,897 semantic_segmentation INFO: Iters: 59470/150000 || Lr: 0.012696 || Task Loss: 0.4500 || KD Loss: 0.1824|| 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: 2 days, 7:29:39 || Estimated Time: 3 days, 12:28:38
2023-07-29 21:13:07,227 semantic_segmentation INFO: Iters: 59480/150000 || Lr: 0.012695 || Task Loss: 0.2986 || KD Loss: 0.1402|| 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: 2 days, 7:30:14 || Estimated Time: 3 days, 12:28:06
2023-07-29 21:13:41,645 semantic_segmentation INFO: Iters: 59490/150000 || Lr: 0.012693 || Task Loss: 0.2249 || KD Loss: 0.0963|| 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: 2 days, 7:30:48 || Estimated Time: 3 days, 12:27:34
2023-07-29 21:14:15,791 semantic_segmentation INFO: Iters: 59500/150000 || Lr: 0.012692 || Task Loss: 0.2560 || KD Loss: 0.0780|| 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: 2 days, 7:31:22 || Estimated Time: 3 days, 12:27:01
2023-07-29 21:14:49,875 semantic_segmentation INFO: Iters: 59510/150000 || Lr: 0.012691 || Task Loss: 0.3071 || KD Loss: 0.1056|| 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: 2 days, 7:31:56 || Estimated Time: 3 days, 12:26:28
2023-07-29 21:15:23,979 semantic_segmentation INFO: Iters: 59520/150000 || Lr: 0.012690 || Task Loss: 0.1728 || KD Loss: 0.0586|| 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: 2 days, 7:32:30 || Estimated Time: 3 days, 12:25:55
2023-07-29 21:16:01,712 semantic_segmentation INFO: Iters: 59530/150000 || Lr: 0.012688 || Task Loss: 0.2450 || KD Loss: 0.1554|| 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: 2 days, 7:33:08 || Estimated Time: 3 days, 12:25:28
2023-07-29 21:16:35,794 semantic_segmentation INFO: Iters: 59540/150000 || Lr: 0.012687 || Task Loss: 0.2602 || KD Loss: 0.0788|| 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: 2 days, 7:33:42 || Estimated Time: 3 days, 12:24:55
2023-07-29 21:17:09,875 semantic_segmentation INFO: Iters: 59550/150000 || Lr: 0.012686 || Task Loss: 0.2529 || KD Loss: 0.0734|| 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: 2 days, 7:34:16 || Estimated Time: 3 days, 12:24:22
2023-07-29 21:17:43,916 semantic_segmentation INFO: Iters: 59560/150000 || Lr: 0.012685 || Task Loss: 0.1904 || KD Loss: 0.0545|| 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, 7:34:50 || Estimated Time: 3 days, 12:23:49
2023-07-29 21:18:17,957 semantic_segmentation INFO: Iters: 59570/150000 || Lr: 0.012683 || Task Loss: 0.1924 || KD Loss: 0.0503|| 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: 2 days, 7:35:24 || Estimated Time: 3 days, 12:23:16
2023-07-29 21:18:52,170 semantic_segmentation INFO: Iters: 59580/150000 || Lr: 0.012682 || Task Loss: 0.5470 || KD Loss: 0.3525|| 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: 2 days, 7:35:59 || Estimated Time: 3 days, 12:22:44
2023-07-29 21:19:26,291 semantic_segmentation INFO: Iters: 59590/150000 || Lr: 0.012681 || Task Loss: 0.2232 || KD Loss: 0.0797|| 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: 2 days, 7:36:33 || Estimated Time: 3 days, 12:22:11
2023-07-29 21:20:00,430 semantic_segmentation INFO: Iters: 59600/150000 || Lr: 0.012680 || Task Loss: 0.2079 || KD Loss: 0.0776|| 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, 7:37:07 || Estimated Time: 3 days, 12:21:38
2023-07-29 21:20:34,745 semantic_segmentation INFO: Iters: 59610/150000 || Lr: 0.012678 || Task Loss: 0.1733 || KD Loss: 0.0538|| 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, 7:37:41 || Estimated Time: 3 days, 12:21:06
2023-07-29 21:21:09,109 semantic_segmentation INFO: Iters: 59620/150000 || Lr: 0.012677 || Task Loss: 0.3303 || KD Loss: 0.0612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1340|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 7:38:15 || Estimated Time: 3 days, 12:20:33
2023-07-29 21:21:43,281 semantic_segmentation INFO: Iters: 59630/150000 || Lr: 0.012676 || Task Loss: 0.2737 || KD Loss: 0.0921|| 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: 2 days, 7:38:50 || Estimated Time: 3 days, 12:20:00
2023-07-29 21:22:17,345 semantic_segmentation INFO: Iters: 59640/150000 || Lr: 0.012674 || Task Loss: 0.2475 || KD Loss: 0.0749|| 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: 2 days, 7:39:24 || Estimated Time: 3 days, 12:19:28
2023-07-29 21:22:51,584 semantic_segmentation INFO: Iters: 59650/150000 || Lr: 0.012673 || Task Loss: 0.2158 || KD Loss: 0.0615|| 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: 2 days, 7:39:58 || Estimated Time: 3 days, 12:18:55
2023-07-29 21:23:25,689 semantic_segmentation INFO: Iters: 59660/150000 || Lr: 0.012672 || Task Loss: 0.1858 || KD Loss: 0.0650|| 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: 2 days, 7:40:32 || Estimated Time: 3 days, 12:18:22
2023-07-29 21:23:59,858 semantic_segmentation INFO: Iters: 59670/150000 || Lr: 0.012671 || Task Loss: 0.2937 || KD Loss: 0.0956|| 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: 2 days, 7:41:06 || Estimated Time: 3 days, 12:17:49
2023-07-29 21:24:33,897 semantic_segmentation INFO: Iters: 59680/150000 || Lr: 0.012669 || Task Loss: 0.2384 || KD Loss: 0.0684|| 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: 2 days, 7:41:40 || Estimated Time: 3 days, 12:17:16
2023-07-29 21:25:08,088 semantic_segmentation INFO: Iters: 59690/150000 || Lr: 0.012668 || Task Loss: 0.1918 || KD Loss: 0.0659|| 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, 7:42:14 || Estimated Time: 3 days, 12:16:44
2023-07-29 21:25:42,366 semantic_segmentation INFO: Iters: 59700/150000 || Lr: 0.012667 || Task Loss: 0.2845 || KD Loss: 0.0749|| 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, 7:42:49 || Estimated Time: 3 days, 12:16:11
2023-07-29 21:26:16,535 semantic_segmentation INFO: Iters: 59710/150000 || Lr: 0.012666 || Task Loss: 0.2332 || KD Loss: 0.0717|| 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: 2 days, 7:43:23 || Estimated Time: 3 days, 12:15:38
2023-07-29 21:26:50,681 semantic_segmentation INFO: Iters: 59720/150000 || Lr: 0.012664 || Task Loss: 0.2706 || KD Loss: 0.0916|| 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: 2 days, 7:43:57 || Estimated Time: 3 days, 12:15:06
2023-07-29 21:27:24,940 semantic_segmentation INFO: Iters: 59730/150000 || Lr: 0.012663 || Task Loss: 0.2243 || KD Loss: 0.1086|| 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: 2 days, 7:44:31 || Estimated Time: 3 days, 12:14:33
2023-07-29 21:27:58,996 semantic_segmentation INFO: Iters: 59740/150000 || Lr: 0.012662 || Task Loss: 0.2060 || KD Loss: 0.0599|| 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, 7:45:05 || Estimated Time: 3 days, 12:14:00
2023-07-29 21:28:33,319 semantic_segmentation INFO: Iters: 59750/150000 || Lr: 0.012661 || Task Loss: 0.2710 || KD Loss: 0.0569|| 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: 2 days, 7:45:40 || Estimated Time: 3 days, 12:13:28
2023-07-29 21:29:07,472 semantic_segmentation INFO: Iters: 59760/150000 || Lr: 0.012659 || Task Loss: 0.2159 || KD Loss: 0.0685|| 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: 2 days, 7:46:14 || Estimated Time: 3 days, 12:12:55
2023-07-29 21:29:41,582 semantic_segmentation INFO: Iters: 59770/150000 || Lr: 0.012658 || Task Loss: 0.2472 || KD Loss: 0.0946|| 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, 7:46:48 || Estimated Time: 3 days, 12:12:22
2023-07-29 21:30:15,724 semantic_segmentation INFO: Iters: 59780/150000 || Lr: 0.012657 || Task Loss: 0.1556 || KD Loss: 0.0470|| 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: 2 days, 7:47:22 || Estimated Time: 3 days, 12:11:49
2023-07-29 21:30:49,695 semantic_segmentation INFO: Iters: 59790/150000 || Lr: 0.012656 || Task Loss: 0.2485 || KD Loss: 0.0978|| 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, 7:47:56 || Estimated Time: 3 days, 12:11:16
2023-07-29 21:31:23,906 semantic_segmentation INFO: Iters: 59800/150000 || Lr: 0.012654 || Task Loss: 0.2608 || KD Loss: 0.0635|| 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: 2 days, 7:48:30 || Estimated Time: 3 days, 12:10:44
2023-07-29 21:31:58,071 semantic_segmentation INFO: Iters: 59810/150000 || Lr: 0.012653 || Task Loss: 0.3327 || KD Loss: 0.1271|| 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: 2 days, 7:49:04 || Estimated Time: 3 days, 12:10:11
2023-07-29 21:32:32,165 semantic_segmentation INFO: Iters: 59820/150000 || Lr: 0.012652 || Task Loss: 0.2812 || KD Loss: 0.0980|| 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: 2 days, 7:49:39 || Estimated Time: 3 days, 12:09:38
2023-07-29 21:33:06,335 semantic_segmentation INFO: Iters: 59830/150000 || Lr: 0.012651 || Task Loss: 0.2413 || KD Loss: 0.0650|| 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: 2 days, 7:50:13 || Estimated Time: 3 days, 12:09:05
2023-07-29 21:33:40,545 semantic_segmentation INFO: Iters: 59840/150000 || Lr: 0.012649 || Task Loss: 0.2256 || KD Loss: 0.0719|| 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: 2 days, 7:50:47 || Estimated Time: 3 days, 12:08:33
2023-07-29 21:34:14,610 semantic_segmentation INFO: Iters: 59850/150000 || Lr: 0.012648 || Task Loss: 0.2260 || KD Loss: 0.0654|| 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, 7:51:21 || Estimated Time: 3 days, 12:08:00
2023-07-29 21:34:48,847 semantic_segmentation INFO: Iters: 59860/150000 || Lr: 0.012647 || Task Loss: 0.2515 || KD Loss: 0.0737|| 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: 2 days, 7:51:55 || Estimated Time: 3 days, 12:07:27
2023-07-29 21:35:22,931 semantic_segmentation INFO: Iters: 59870/150000 || Lr: 0.012645 || Task Loss: 0.2183 || KD Loss: 0.0603|| 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: 2 days, 7:52:29 || Estimated Time: 3 days, 12:06:54
2023-07-29 21:35:57,090 semantic_segmentation INFO: Iters: 59880/150000 || Lr: 0.012644 || Task Loss: 0.2906 || KD Loss: 0.0794|| 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: 2 days, 7:53:03 || Estimated Time: 3 days, 12:06:22
2023-07-29 21:36:31,218 semantic_segmentation INFO: Iters: 59890/150000 || Lr: 0.012643 || Task Loss: 0.1979 || KD Loss: 0.0571|| 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: 2 days, 7:53:38 || Estimated Time: 3 days, 12:05:49
2023-07-29 21:37:05,359 semantic_segmentation INFO: Iters: 59900/150000 || Lr: 0.012642 || Task Loss: 0.2602 || KD Loss: 0.0760|| 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: 2 days, 7:54:12 || Estimated Time: 3 days, 12:05:16
2023-07-29 21:37:39,419 semantic_segmentation INFO: Iters: 59910/150000 || Lr: 0.012640 || Task Loss: 0.3209 || KD Loss: 0.1223|| 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: 2 days, 7:54:46 || Estimated Time: 3 days, 12:04:43
2023-07-29 21:38:13,644 semantic_segmentation INFO: Iters: 59920/150000 || Lr: 0.012639 || Task Loss: 0.2172 || KD Loss: 0.0505|| 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, 7:55:20 || Estimated Time: 3 days, 12:04:10
2023-07-29 21:38:47,691 semantic_segmentation INFO: Iters: 59930/150000 || Lr: 0.012638 || Task Loss: 0.2129 || KD Loss: 0.0606|| 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, 7:55:54 || Estimated Time: 3 days, 12:03:37
2023-07-29 21:39:21,667 semantic_segmentation INFO: Iters: 59940/150000 || Lr: 0.012637 || Task Loss: 0.1844 || KD Loss: 0.0780|| 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 days, 7:56:28 || Estimated Time: 3 days, 12:03:04
2023-07-29 21:39:55,820 semantic_segmentation INFO: Iters: 59950/150000 || Lr: 0.012635 || Task Loss: 0.1687 || KD Loss: 0.0410|| 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, 7:57:02 || Estimated Time: 3 days, 12:02:32
2023-07-29 21:40:29,885 semantic_segmentation INFO: Iters: 59960/150000 || Lr: 0.012634 || Task Loss: 0.1945 || KD Loss: 0.0563|| 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: 2 days, 7:57:36 || Estimated Time: 3 days, 12:01:59
2023-07-29 21:41:04,038 semantic_segmentation INFO: Iters: 59970/150000 || Lr: 0.012633 || Task Loss: 0.1754 || KD Loss: 0.0503|| 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: 2 days, 7:58:10 || Estimated Time: 3 days, 12:01:26
2023-07-29 21:41:41,284 semantic_segmentation INFO: Iters: 59980/150000 || Lr: 0.012632 || Task Loss: 0.2205 || KD Loss: 0.0635|| 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: 2 days, 7:58:48 || Estimated Time: 3 days, 12:00:57
2023-07-29 21:42:15,741 semantic_segmentation INFO: Iters: 59990/150000 || Lr: 0.012630 || Task Loss: 0.2099 || KD Loss: 0.0661|| 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, 7:59:22 || Estimated Time: 3 days, 12:00:26
2023-07-29 21:42:49,765 semantic_segmentation INFO: Iters: 60000/150000 || Lr: 0.012629 || Task Loss: 0.1636 || KD Loss: 0.0716|| 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, 7:59:56 || Estimated Time: 3 days, 11:59:53
2023-07-29 21:42:49,832 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 21:42:50,705 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.405
2023-07-29 21:42:50,828 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.488
2023-07-29 21:42:50,946 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.473
2023-07-29 21:42:51,059 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.508
2023-07-29 21:42:51,169 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.505
2023-07-29 21:42:51,280 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.508
2023-07-29 21:42:51,388 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.554
2023-07-29 21:42:51,494 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.596
2023-07-29 21:42:51,597 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.643
2023-07-29 21:42:51,700 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.693
2023-07-29 21:42:51,806 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.703
2023-07-29 21:42:51,909 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.697
2023-07-29 21:42:52,014 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.700
2023-07-29 21:42:52,119 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.958, mIoU: 0.687
2023-07-29 21:42:52,223 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.683
2023-07-29 21:42:52,329 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.673
2023-07-29 21:42:52,440 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.952, mIoU: 0.670
2023-07-29 21:42:52,548 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.670
2023-07-29 21:42:52,652 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.951, mIoU: 0.677
2023-07-29 21:42:52,768 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.684
2023-07-29 21:42:52,886 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.952, mIoU: 0.688
2023-07-29 21:42:53,003 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.948, mIoU: 0.688
2023-07-29 21:42:53,119 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.687
2023-07-29 21:42:53,235 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.695
2023-07-29 21:42:53,350 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.709
2023-07-29 21:42:53,470 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-29 21:42:53,585 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.697
2023-07-29 21:42:53,705 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.693
2023-07-29 21:42:53,820 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.697
2023-07-29 21:42:53,935 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.695
2023-07-29 21:42:54,048 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.693
2023-07-29 21:42:54,163 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-29 21:42:54,278 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.693
2023-07-29 21:42:54,395 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.945, mIoU: 0.694
2023-07-29 21:42:54,513 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.945, mIoU: 0.696
2023-07-29 21:42:54,628 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.695
2023-07-29 21:42:54,743 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.692
2023-07-29 21:42:54,859 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.945, mIoU: 0.692
2023-07-29 21:42:54,974 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.686
2023-07-29 21:42:55,087 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-29 21:42:55,200 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.945, mIoU: 0.685
2023-07-29 21:42:55,306 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-29 21:42:55,414 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.946, mIoU: 0.686
2023-07-29 21:42:55,524 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.947, mIoU: 0.687
2023-07-29 21:42:55,639 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.947, mIoU: 0.686
2023-07-29 21:42:55,759 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.947, mIoU: 0.686
2023-07-29 21:42:55,874 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.687
2023-07-29 21:42:55,990 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-29 21:42:56,104 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.948, mIoU: 0.685
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2023-07-29 21:42:56,441 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-29 21:42:56,560 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.946, mIoU: 0.680
2023-07-29 21:42:56,675 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-29 21:42:56,792 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-29 21:42:56,908 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.943, mIoU: 0.683
2023-07-29 21:42:57,024 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.683
2023-07-29 21:42:57,139 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.689
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2023-07-29 21:42:59,103 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.942, mIoU: 0.692
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2023-07-29 21:43:00,255 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.940, mIoU: 0.690
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2023-07-29 21:43:40,742 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.948, mIoU: 0.705
2023-07-29 21:43:40,858 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.948, mIoU: 0.705
2023-07-29 21:43:40,972 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.948, mIoU: 0.705
2023-07-29 21:43:41,083 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.948, mIoU: 0.705
2023-07-29 21:43:41,197 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.948, mIoU: 0.705
2023-07-29 21:43:41,345 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.948, mIoU: 0.705
2023-07-29 21:43:41,510 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.948, mIoU: 0.705
2023-07-29 21:43:41,661 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.949, mIoU: 0.705
2023-07-29 21:43:41,803 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.949, mIoU: 0.705
2023-07-29 21:43:41,940 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.949, mIoU: 0.706
2023-07-29 21:43:42,076 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.949, mIoU: 0.706
2023-07-29 21:43:42,214 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.949, mIoU: 0.706
2023-07-29 21:43:42,345 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.949, mIoU: 0.706
2023-07-29 21:43:42,474 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.949, mIoU: 0.706
2023-07-29 21:43:42,600 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.949, mIoU: 0.706
2023-07-29 21:43:42,726 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.949, mIoU: 0.707
2023-07-29 21:43:42,853 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.949, mIoU: 0.707
2023-07-29 21:43:42,977 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.949, mIoU: 0.707
2023-07-29 21:43:43,101 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.949, mIoU: 0.707
2023-07-29 21:43:43,225 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.949, mIoU: 0.707
2023-07-29 21:43:43,344 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.949, mIoU: 0.707
2023-07-29 21:43:43,464 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.949, mIoU: 0.707
2023-07-29 21:43:43,583 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.949, mIoU: 0.707
2023-07-29 21:43:43,701 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.949, mIoU: 0.707
2023-07-29 21:43:43,823 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-29 21:43:43,944 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-29 21:43:44,063 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-29 21:43:44,184 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-29 21:43:44,303 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.949, mIoU: 0.707
2023-07-29 21:43:44,420 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.949, mIoU: 0.707
2023-07-29 21:43:44,536 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.949, mIoU: 0.707
2023-07-29 21:43:44,652 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.949, mIoU: 0.707
2023-07-29 21:43:44,767 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.949, mIoU: 0.707
2023-07-29 21:43:44,883 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.949, mIoU: 0.707
2023-07-29 21:43:44,999 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.949, mIoU: 0.707
2023-07-29 21:43:45,113 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.949, mIoU: 0.707
2023-07-29 21:43:45,231 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.949, mIoU: 0.707
2023-07-29 21:43:45,349 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-29 21:43:45,465 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-29 21:43:45,581 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.950, mIoU: 0.708
2023-07-29 21:43:45,695 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.950, mIoU: 0.708
2023-07-29 21:43:45,810 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.950, mIoU: 0.708
2023-07-29 21:43:45,927 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.950, mIoU: 0.708
2023-07-29 21:43:46,041 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.950, mIoU: 0.708
2023-07-29 21:43:46,156 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.950, mIoU: 0.708
2023-07-29 21:43:46,273 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.950, mIoU: 0.708
2023-07-29 21:43:46,387 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.950, mIoU: 0.708
2023-07-29 21:43:46,498 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-29 21:43:46,609 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-29 21:43:46,720 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-29 21:43:46,836 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-29 21:43:46,954 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-29 21:43:47,068 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-29 21:43:47,181 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-29 21:43:47,301 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-29 21:43:47,415 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-29 21:43:47,526 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-29 21:43:47,638 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-29 21:43:47,747 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-29 21:43:47,861 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-29 21:43:47,975 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-29 21:44:22,426 semantic_segmentation INFO: Iters: 60010/150000 || Lr: 0.012628 || Task Loss: 0.1973 || KD Loss: 0.0558|| 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: 2 days, 8:01:29 || Estimated Time: 3 days, 12:00:48
2023-07-29 21:44:56,569 semantic_segmentation INFO: Iters: 60020/150000 || Lr: 0.012627 || Task Loss: 0.2998 || KD Loss: 0.0765|| 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: 2 days, 8:02:03 || Estimated Time: 3 days, 12:00:15
2023-07-29 21:45:30,648 semantic_segmentation INFO: Iters: 60030/150000 || Lr: 0.012625 || Task Loss: 0.2925 || KD Loss: 0.0831|| 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, 8:02:37 || Estimated Time: 3 days, 11:59:42
2023-07-29 21:46:04,669 semantic_segmentation INFO: Iters: 60040/150000 || Lr: 0.012624 || Task Loss: 0.2160 || KD Loss: 0.0569|| 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, 8:03:11 || Estimated Time: 3 days, 11:59:09
2023-07-29 21:46:38,742 semantic_segmentation INFO: Iters: 60050/150000 || Lr: 0.012623 || Task Loss: 0.2266 || KD Loss: 0.0494|| 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: 2 days, 8:03:45 || Estimated Time: 3 days, 11:58:36
2023-07-29 21:47:12,767 semantic_segmentation INFO: Iters: 60060/150000 || Lr: 0.012621 || Task Loss: 0.2244 || KD Loss: 0.0612|| 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: 2 days, 8:04:19 || Estimated Time: 3 days, 11:58:03
2023-07-29 21:47:46,949 semantic_segmentation INFO: Iters: 60070/150000 || Lr: 0.012620 || Task Loss: 0.2004 || KD Loss: 0.0492|| 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: 2 days, 8:04:53 || Estimated Time: 3 days, 11:57:30
2023-07-29 21:48:21,047 semantic_segmentation INFO: Iters: 60080/150000 || Lr: 0.012619 || Task Loss: 0.1994 || KD Loss: 0.0589|| 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, 8:05:27 || Estimated Time: 3 days, 11:56:57
2023-07-29 21:48:55,220 semantic_segmentation INFO: Iters: 60090/150000 || Lr: 0.012618 || Task Loss: 0.3102 || KD Loss: 0.1384|| 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: 2 days, 8:06:02 || Estimated Time: 3 days, 11:56:25
2023-07-29 21:49:29,227 semantic_segmentation INFO: Iters: 60100/150000 || Lr: 0.012616 || Task Loss: 0.2125 || KD Loss: 0.0710|| 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: 2 days, 8:06:36 || Estimated Time: 3 days, 11:55:52
2023-07-29 21:50:03,387 semantic_segmentation INFO: Iters: 60110/150000 || Lr: 0.012615 || Task Loss: 0.2398 || KD Loss: 0.0563|| 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: 2 days, 8:07:10 || Estimated Time: 3 days, 11:55:19
2023-07-29 21:50:37,456 semantic_segmentation INFO: Iters: 60120/150000 || Lr: 0.012614 || Task Loss: 0.2096 || KD Loss: 0.0553|| 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: 2 days, 8:07:44 || Estimated Time: 3 days, 11:54:46
2023-07-29 21:51:11,521 semantic_segmentation INFO: Iters: 60130/150000 || Lr: 0.012613 || Task Loss: 0.2022 || KD Loss: 0.0629|| 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: 2 days, 8:08:18 || Estimated Time: 3 days, 11:54:13
2023-07-29 21:51:45,639 semantic_segmentation INFO: Iters: 60140/150000 || Lr: 0.012611 || Task Loss: 0.2177 || KD Loss: 0.0508|| 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: 2 days, 8:08:52 || Estimated Time: 3 days, 11:53:40
2023-07-29 21:52:19,708 semantic_segmentation INFO: Iters: 60150/150000 || Lr: 0.012610 || Task Loss: 0.2093 || KD Loss: 0.0662|| 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: 2 days, 8:09:26 || Estimated Time: 3 days, 11:53:07
2023-07-29 21:52:53,952 semantic_segmentation INFO: Iters: 60160/150000 || Lr: 0.012609 || Task Loss: 0.2492 || KD Loss: 0.0567|| 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: 2 days, 8:10:00 || Estimated Time: 3 days, 11:52:34
2023-07-29 21:53:28,129 semantic_segmentation INFO: Iters: 60170/150000 || Lr: 0.012608 || Task Loss: 0.1966 || KD Loss: 0.0458|| 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: 2 days, 8:10:34 || Estimated Time: 3 days, 11:52:02
2023-07-29 21:54:02,332 semantic_segmentation INFO: Iters: 60180/150000 || Lr: 0.012606 || Task Loss: 0.2040 || KD Loss: 0.0683|| 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, 8:11:09 || Estimated Time: 3 days, 11:51:29
2023-07-29 21:54:36,396 semantic_segmentation INFO: Iters: 60190/150000 || Lr: 0.012605 || Task Loss: 0.2105 || KD Loss: 0.0797|| 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, 8:11:43 || Estimated Time: 3 days, 11:50:56
2023-07-29 21:55:10,672 semantic_segmentation INFO: Iters: 60200/150000 || Lr: 0.012604 || Task Loss: 0.3090 || KD Loss: 0.0648|| 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: 2 days, 8:12:17 || Estimated Time: 3 days, 11:50:23
2023-07-29 21:55:44,801 semantic_segmentation INFO: Iters: 60210/150000 || Lr: 0.012603 || Task Loss: 0.2414 || KD Loss: 0.0606|| 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: 2 days, 8:12:51 || Estimated Time: 3 days, 11:49:51
2023-07-29 21:56:18,951 semantic_segmentation INFO: Iters: 60220/150000 || Lr: 0.012601 || Task Loss: 0.1919 || KD Loss: 0.0360|| 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, 8:13:25 || Estimated Time: 3 days, 11:49:18
2023-07-29 21:56:52,985 semantic_segmentation INFO: Iters: 60230/150000 || Lr: 0.012600 || Task Loss: 0.1410 || KD Loss: 0.0386|| 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, 8:13:59 || Estimated Time: 3 days, 11:48:45
2023-07-29 21:57:27,148 semantic_segmentation INFO: Iters: 60240/150000 || Lr: 0.012599 || Task Loss: 0.2930 || KD Loss: 0.0873|| 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: 2 days, 8:14:34 || Estimated Time: 3 days, 11:48:12
2023-07-29 21:58:01,366 semantic_segmentation INFO: Iters: 60250/150000 || Lr: 0.012597 || Task Loss: 0.2431 || KD Loss: 0.0683|| 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: 2 days, 8:15:08 || Estimated Time: 3 days, 11:47:39
2023-07-29 21:58:35,536 semantic_segmentation INFO: Iters: 60260/150000 || Lr: 0.012596 || Task Loss: 0.1939 || KD Loss: 0.0508|| 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, 8:15:42 || Estimated Time: 3 days, 11:47:07
2023-07-29 21:59:09,565 semantic_segmentation INFO: Iters: 60270/150000 || Lr: 0.012595 || Task Loss: 0.1841 || KD Loss: 0.0442|| 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: 2 days, 8:16:16 || Estimated Time: 3 days, 11:46:34
2023-07-29 21:59:43,767 semantic_segmentation INFO: Iters: 60280/150000 || Lr: 0.012594 || Task Loss: 0.2300 || KD Loss: 0.0737|| 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, 8:16:50 || Estimated Time: 3 days, 11:46:01
2023-07-29 22:00:17,825 semantic_segmentation INFO: Iters: 60290/150000 || Lr: 0.012592 || Task Loss: 0.2295 || KD Loss: 0.0693|| 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: 2 days, 8:17:24 || Estimated Time: 3 days, 11:45:28
2023-07-29 22:00:51,903 semantic_segmentation INFO: Iters: 60300/150000 || Lr: 0.012591 || Task Loss: 0.1785 || KD Loss: 0.0506|| 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, 8:17:58 || Estimated Time: 3 days, 11:44:55
2023-07-29 22:01:25,994 semantic_segmentation INFO: Iters: 60310/150000 || Lr: 0.012590 || Task Loss: 0.1364 || KD Loss: 0.0477|| 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, 8:18:32 || Estimated Time: 3 days, 11:44:22
2023-07-29 22:02:00,046 semantic_segmentation INFO: Iters: 60320/150000 || Lr: 0.012589 || Task Loss: 0.2349 || KD Loss: 0.0561|| 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: 2 days, 8:19:06 || Estimated Time: 3 days, 11:43:49
2023-07-29 22:02:34,237 semantic_segmentation INFO: Iters: 60330/150000 || Lr: 0.012587 || Task Loss: 0.2026 || KD Loss: 0.0547|| 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, 8:19:41 || Estimated Time: 3 days, 11:43:16
2023-07-29 22:03:08,251 semantic_segmentation INFO: Iters: 60340/150000 || Lr: 0.012586 || Task Loss: 0.2790 || KD Loss: 0.1119|| 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: 2 days, 8:20:15 || Estimated Time: 3 days, 11:42:43
2023-07-29 22:03:42,394 semantic_segmentation INFO: Iters: 60350/150000 || Lr: 0.012585 || Task Loss: 0.1682 || KD Loss: 0.0430|| 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: 2 days, 8:20:49 || Estimated Time: 3 days, 11:42:10
2023-07-29 22:04:16,486 semantic_segmentation INFO: Iters: 60360/150000 || Lr: 0.012584 || Task Loss: 0.2248 || KD Loss: 0.0715|| 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: 2 days, 8:21:23 || Estimated Time: 3 days, 11:41:38
2023-07-29 22:04:50,580 semantic_segmentation INFO: Iters: 60370/150000 || Lr: 0.012582 || Task Loss: 0.2012 || KD Loss: 0.0565|| 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: 2 days, 8:21:57 || Estimated Time: 3 days, 11:41:05
2023-07-29 22:05:24,655 semantic_segmentation INFO: Iters: 60380/150000 || Lr: 0.012581 || Task Loss: 0.1928 || KD Loss: 0.0439|| 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: 2 days, 8:22:31 || Estimated Time: 3 days, 11:40:32
2023-07-29 22:05:58,800 semantic_segmentation INFO: Iters: 60390/150000 || Lr: 0.012580 || Task Loss: 0.2694 || KD Loss: 0.1026|| 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: 2 days, 8:23:05 || Estimated Time: 3 days, 11:39:59
2023-07-29 22:06:32,763 semantic_segmentation INFO: Iters: 60400/150000 || Lr: 0.012579 || Task Loss: 0.2017 || KD Loss: 0.0556|| 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: 2 days, 8:23:39 || Estimated Time: 3 days, 11:39:26
2023-07-29 22:07:06,761 semantic_segmentation INFO: Iters: 60410/150000 || Lr: 0.012577 || Task Loss: 0.2765 || KD Loss: 0.0607|| 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, 8:24:13 || Estimated Time: 3 days, 11:38:53
2023-07-29 22:07:44,654 semantic_segmentation INFO: Iters: 60420/150000 || Lr: 0.012576 || Task Loss: 0.3251 || KD Loss: 0.0625|| 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: 2 days, 8:24:51 || Estimated Time: 3 days, 11:38:26
2023-07-29 22:08:18,637 semantic_segmentation INFO: Iters: 60430/150000 || Lr: 0.012575 || Task Loss: 0.2232 || KD Loss: 0.0551|| 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: 2 days, 8:25:25 || Estimated Time: 3 days, 11:37:53
2023-07-29 22:08:52,785 semantic_segmentation INFO: Iters: 60440/150000 || Lr: 0.012573 || Task Loss: 0.1736 || KD Loss: 0.0661|| 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, 8:25:59 || Estimated Time: 3 days, 11:37:20
2023-07-29 22:09:26,849 semantic_segmentation INFO: Iters: 60450/150000 || Lr: 0.012572 || Task Loss: 0.1531 || KD Loss: 0.0431|| 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, 8:26:33 || Estimated Time: 3 days, 11:36:47
2023-07-29 22:10:01,011 semantic_segmentation INFO: Iters: 60460/150000 || Lr: 0.012571 || Task Loss: 0.2006 || KD Loss: 0.0629|| 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: 2 days, 8:27:07 || Estimated Time: 3 days, 11:36:14
2023-07-29 22:10:35,273 semantic_segmentation INFO: Iters: 60470/150000 || Lr: 0.012570 || Task Loss: 0.2843 || KD Loss: 0.1116|| 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, 8:27:42 || Estimated Time: 3 days, 11:35:41
2023-07-29 22:11:09,328 semantic_segmentation INFO: Iters: 60480/150000 || Lr: 0.012568 || Task Loss: 0.2151 || KD Loss: 0.0592|| 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, 8:28:16 || Estimated Time: 3 days, 11:35:08
2023-07-29 22:11:43,457 semantic_segmentation INFO: Iters: 60490/150000 || Lr: 0.012567 || Task Loss: 0.2370 || KD Loss: 0.0645|| 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: 2 days, 8:28:50 || Estimated Time: 3 days, 11:34:35
2023-07-29 22:12:17,633 semantic_segmentation INFO: Iters: 60500/150000 || Lr: 0.012566 || Task Loss: 0.2170 || KD Loss: 0.0449|| 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, 8:29:24 || Estimated Time: 3 days, 11:34:03
2023-07-29 22:12:51,639 semantic_segmentation INFO: Iters: 60510/150000 || Lr: 0.012565 || Task Loss: 0.1831 || KD Loss: 0.0542|| 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, 8:29:58 || Estimated Time: 3 days, 11:33:30
2023-07-29 22:13:25,788 semantic_segmentation INFO: Iters: 60520/150000 || Lr: 0.012563 || Task Loss: 0.1888 || KD Loss: 0.0554|| 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, 8:30:32 || Estimated Time: 3 days, 11:32:57
2023-07-29 22:13:59,835 semantic_segmentation INFO: Iters: 60530/150000 || Lr: 0.012562 || Task Loss: 0.1936 || KD Loss: 0.0538|| 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: 2 days, 8:31:06 || Estimated Time: 3 days, 11:32:24
2023-07-29 22:14:34,118 semantic_segmentation INFO: Iters: 60540/150000 || Lr: 0.012561 || Task Loss: 0.2024 || KD Loss: 0.0425|| 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: 2 days, 8:31:40 || Estimated Time: 3 days, 11:31:51
2023-07-29 22:15:08,235 semantic_segmentation INFO: Iters: 60550/150000 || Lr: 0.012560 || Task Loss: 0.2053 || KD Loss: 0.0485|| 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, 8:32:15 || Estimated Time: 3 days, 11:31:18
2023-07-29 22:15:42,376 semantic_segmentation INFO: Iters: 60560/150000 || Lr: 0.012558 || Task Loss: 0.2119 || KD Loss: 0.0563|| 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, 8:32:49 || Estimated Time: 3 days, 11:30:46
2023-07-29 22:16:16,439 semantic_segmentation INFO: Iters: 60570/150000 || Lr: 0.012557 || Task Loss: 0.2312 || KD Loss: 0.0602|| 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, 8:33:23 || Estimated Time: 3 days, 11:30:13
2023-07-29 22:16:50,450 semantic_segmentation INFO: Iters: 60580/150000 || Lr: 0.012556 || Task Loss: 0.1895 || KD Loss: 0.0482|| 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: 2 days, 8:33:57 || Estimated Time: 3 days, 11:29:40
2023-07-29 22:17:24,429 semantic_segmentation INFO: Iters: 60590/150000 || Lr: 0.012555 || Task Loss: 0.2632 || KD Loss: 0.0478|| 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: 2 days, 8:34:31 || Estimated Time: 3 days, 11:29:06
2023-07-29 22:17:58,564 semantic_segmentation INFO: Iters: 60600/150000 || Lr: 0.012553 || Task Loss: 0.2374 || KD Loss: 0.0640|| 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: 2 days, 8:35:05 || Estimated Time: 3 days, 11:28:34
2023-07-29 22:18:32,716 semantic_segmentation INFO: Iters: 60610/150000 || Lr: 0.012552 || Task Loss: 0.1820 || KD Loss: 0.0555|| 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, 8:35:39 || Estimated Time: 3 days, 11:28:01
2023-07-29 22:19:06,874 semantic_segmentation INFO: Iters: 60620/150000 || Lr: 0.012551 || Task Loss: 0.3134 || KD Loss: 0.0845|| 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, 8:36:13 || Estimated Time: 3 days, 11:27:28
2023-07-29 22:19:40,943 semantic_segmentation INFO: Iters: 60630/150000 || Lr: 0.012549 || Task Loss: 0.4181 || KD Loss: 0.1308|| 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: 2 days, 8:36:47 || Estimated Time: 3 days, 11:26:55
2023-07-29 22:20:15,059 semantic_segmentation INFO: Iters: 60640/150000 || Lr: 0.012548 || Task Loss: 0.2281 || KD Loss: 0.0676|| 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: 2 days, 8:37:21 || Estimated Time: 3 days, 11:26:22
2023-07-29 22:20:49,208 semantic_segmentation INFO: Iters: 60650/150000 || Lr: 0.012547 || Task Loss: 0.2079 || KD Loss: 0.0645|| 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: 2 days, 8:37:56 || Estimated Time: 3 days, 11:25:49
2023-07-29 22:21:23,272 semantic_segmentation INFO: Iters: 60660/150000 || Lr: 0.012546 || Task Loss: 0.1577 || KD Loss: 0.0394|| 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: 2 days, 8:38:30 || Estimated Time: 3 days, 11:25:16
2023-07-29 22:21:57,370 semantic_segmentation INFO: Iters: 60670/150000 || Lr: 0.012544 || Task Loss: 0.2300 || KD Loss: 0.0618|| 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: 2 days, 8:39:04 || Estimated Time: 3 days, 11:24:43
2023-07-29 22:22:31,419 semantic_segmentation INFO: Iters: 60680/150000 || Lr: 0.012543 || Task Loss: 0.1866 || KD Loss: 0.0497|| 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: 2 days, 8:39:38 || Estimated Time: 3 days, 11:24:10
2023-07-29 22:23:05,461 semantic_segmentation INFO: Iters: 60690/150000 || Lr: 0.012542 || Task Loss: 0.2682 || KD Loss: 0.0686|| 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, 8:40:12 || Estimated Time: 3 days, 11:23:37
2023-07-29 22:23:39,668 semantic_segmentation INFO: Iters: 60700/150000 || Lr: 0.012541 || Task Loss: 0.2326 || KD Loss: 0.0555|| 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, 8:40:46 || Estimated Time: 3 days, 11:23:05
2023-07-29 22:24:13,845 semantic_segmentation INFO: Iters: 60710/150000 || Lr: 0.012539 || Task Loss: 0.2488 || KD Loss: 0.0660|| 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, 8:41:20 || Estimated Time: 3 days, 11:22:32
2023-07-29 22:24:48,192 semantic_segmentation INFO: Iters: 60720/150000 || Lr: 0.012538 || Task Loss: 0.2200 || KD Loss: 0.0552|| 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: 2 days, 8:41:55 || Estimated Time: 3 days, 11:21:59
2023-07-29 22:25:22,135 semantic_segmentation INFO: Iters: 60730/150000 || Lr: 0.012537 || Task Loss: 0.1960 || KD Loss: 0.0555|| 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: 2 days, 8:42:28 || Estimated Time: 3 days, 11:21:26
2023-07-29 22:25:56,276 semantic_segmentation INFO: Iters: 60740/150000 || Lr: 0.012536 || Task Loss: 0.2050 || KD Loss: 0.0509|| 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, 8:43:03 || Estimated Time: 3 days, 11:20:53
2023-07-29 22:26:30,394 semantic_segmentation INFO: Iters: 60750/150000 || Lr: 0.012534 || Task Loss: 0.2077 || KD Loss: 0.0836|| 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: 2 days, 8:43:37 || Estimated Time: 3 days, 11:20:21
2023-07-29 22:27:04,450 semantic_segmentation INFO: Iters: 60760/150000 || Lr: 0.012533 || Task Loss: 0.1960 || KD Loss: 0.0793|| 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: 2 days, 8:44:11 || Estimated Time: 3 days, 11:19:48
2023-07-29 22:27:38,501 semantic_segmentation INFO: Iters: 60770/150000 || Lr: 0.012532 || Task Loss: 0.2420 || KD Loss: 0.0774|| 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, 8:44:45 || Estimated Time: 3 days, 11:19:15
2023-07-29 22:28:12,611 semantic_segmentation INFO: Iters: 60780/150000 || Lr: 0.012530 || Task Loss: 0.1918 || KD Loss: 0.0542|| 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: 2 days, 8:45:19 || Estimated Time: 3 days, 11:18:42
2023-07-29 22:28:46,814 semantic_segmentation INFO: Iters: 60790/150000 || Lr: 0.012529 || Task Loss: 0.2231 || KD Loss: 0.0655|| 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: 2 days, 8:45:53 || Estimated Time: 3 days, 11:18:09
2023-07-29 22:29:21,035 semantic_segmentation INFO: Iters: 60800/150000 || Lr: 0.012528 || Task Loss: 0.2837 || KD Loss: 0.0814|| 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: 2 days, 8:46:27 || Estimated Time: 3 days, 11:17:36
2023-07-29 22:29:21,101 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 22:29:21,925 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.404
2023-07-29 22:29:22,080 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.498
2023-07-29 22:29:22,193 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.510
2023-07-29 22:29:22,306 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.533
2023-07-29 22:29:22,420 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.525
2023-07-29 22:29:22,533 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.530
2023-07-29 22:29:22,646 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.559
2023-07-29 22:29:22,757 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.607
2023-07-29 22:29:22,862 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.653
2023-07-29 22:29:22,969 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.700
2023-07-29 22:29:23,073 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.706
2023-07-29 22:29:23,189 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.708
2023-07-29 22:29:23,305 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.712
2023-07-29 22:29:23,423 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.693
2023-07-29 22:29:23,538 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.954, mIoU: 0.668
2023-07-29 22:29:23,654 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.656
2023-07-29 22:29:23,768 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.659
2023-07-29 22:29:23,883 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.665
2023-07-29 22:29:23,998 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.672
2023-07-29 22:29:24,114 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.678
2023-07-29 22:29:24,228 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.680
2023-07-29 22:29:24,344 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.948, mIoU: 0.696
2023-07-29 22:29:24,460 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.697
2023-07-29 22:29:24,576 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-29 22:29:24,689 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-29 22:29:24,804 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.711
2023-07-29 22:29:24,915 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.945, mIoU: 0.702
2023-07-29 22:29:25,032 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-29 22:29:25,147 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.697
2023-07-29 22:29:25,261 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.686
2023-07-29 22:29:25,375 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-29 22:29:25,491 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.681
2023-07-29 22:29:25,605 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.684
2023-07-29 22:29:25,719 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.683
2023-07-29 22:29:25,827 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.686
2023-07-29 22:29:25,934 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-29 22:29:26,045 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.681
2023-07-29 22:29:26,160 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.679
2023-07-29 22:29:26,275 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.672
2023-07-29 22:29:26,393 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.941, mIoU: 0.672
2023-07-29 22:29:26,519 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.674
2023-07-29 22:29:26,636 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-29 22:29:26,752 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.943, mIoU: 0.675
2023-07-29 22:29:26,863 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-29 22:29:26,974 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.944, mIoU: 0.674
2023-07-29 22:29:27,087 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.944, mIoU: 0.675
2023-07-29 22:29:27,205 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.945, mIoU: 0.676
2023-07-29 22:29:27,318 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.675
2023-07-29 22:29:27,429 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-29 22:29:27,541 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-29 22:29:27,651 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.680
2023-07-29 22:29:27,758 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-29 22:29:27,864 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.683
2023-07-29 22:29:27,969 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-29 22:29:28,072 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.684
2023-07-29 22:29:28,176 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.941, mIoU: 0.680
2023-07-29 22:29:28,278 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.941, mIoU: 0.680
2023-07-29 22:29:28,384 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.942, mIoU: 0.686
2023-07-29 22:29:28,490 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.941, mIoU: 0.683
2023-07-29 22:29:28,595 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.941, mIoU: 0.681
2023-07-29 22:29:28,700 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.940, mIoU: 0.683
2023-07-29 22:29:28,807 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.940, mIoU: 0.684
2023-07-29 22:29:28,911 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.940, mIoU: 0.683
2023-07-29 22:29:29,016 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.940, mIoU: 0.687
2023-07-29 22:29:29,123 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.940, mIoU: 0.688
2023-07-29 22:29:29,229 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.940, mIoU: 0.689
2023-07-29 22:29:29,343 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.938, mIoU: 0.687
2023-07-29 22:29:29,463 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.938, mIoU: 0.688
2023-07-29 22:29:29,584 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.937, mIoU: 0.687
2023-07-29 22:29:29,704 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.938, mIoU: 0.687
2023-07-29 22:29:29,821 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.938, mIoU: 0.687
2023-07-29 22:29:29,938 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.938, mIoU: 0.686
2023-07-29 22:29:30,055 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-29 22:29:30,172 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-29 22:29:30,288 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.938, mIoU: 0.686
2023-07-29 22:29:30,404 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-29 22:29:30,526 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.939, mIoU: 0.685
2023-07-29 22:29:30,642 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.939, mIoU: 0.685
2023-07-29 22:29:30,758 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.939, mIoU: 0.685
2023-07-29 22:29:30,874 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.939, mIoU: 0.687
2023-07-29 22:29:30,991 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.939, mIoU: 0.688
2023-07-29 22:29:31,107 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.939, mIoU: 0.688
2023-07-29 22:29:31,225 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.940, mIoU: 0.688
2023-07-29 22:29:31,342 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.938, mIoU: 0.687
2023-07-29 22:29:31,457 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.936, mIoU: 0.683
2023-07-29 22:29:31,575 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.936, mIoU: 0.684
2023-07-29 22:29:31,691 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.936, mIoU: 0.684
2023-07-29 22:29:31,806 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.936, mIoU: 0.684
2023-07-29 22:29:31,924 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-29 22:29:32,040 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-29 22:29:32,156 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.937, mIoU: 0.685
2023-07-29 22:29:32,270 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.936, mIoU: 0.683
2023-07-29 22:29:32,386 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.936, mIoU: 0.683
2023-07-29 22:29:32,499 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.936, mIoU: 0.683
2023-07-29 22:29:32,617 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-29 22:29:32,733 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-29 22:29:32,850 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-29 22:29:32,965 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-29 22:29:33,078 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.936, mIoU: 0.682
2023-07-29 22:29:33,193 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.936, mIoU: 0.683
2023-07-29 22:29:33,302 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.935, mIoU: 0.683
2023-07-29 22:29:33,415 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.681
2023-07-29 22:29:33,526 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.934, mIoU: 0.680
2023-07-29 22:29:33,643 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.934, mIoU: 0.680
2023-07-29 22:29:33,760 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-29 22:29:33,874 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-29 22:29:33,988 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-29 22:29:34,103 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.935, mIoU: 0.681
2023-07-29 22:29:34,217 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.935, mIoU: 0.681
2023-07-29 22:29:34,326 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.934, mIoU: 0.679
2023-07-29 22:29:34,431 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.934, mIoU: 0.680
2023-07-29 22:29:34,536 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.934, mIoU: 0.680
2023-07-29 22:29:34,647 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.935, mIoU: 0.679
2023-07-29 22:29:34,752 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.935, mIoU: 0.679
2023-07-29 22:29:34,868 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.935, mIoU: 0.679
2023-07-29 22:29:34,986 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.935, mIoU: 0.678
2023-07-29 22:29:35,103 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.935, mIoU: 0.683
2023-07-29 22:29:35,222 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.935, mIoU: 0.683
2023-07-29 22:29:35,338 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.934, mIoU: 0.682
2023-07-29 22:29:35,453 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.935, mIoU: 0.682
2023-07-29 22:29:35,567 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.935, mIoU: 0.682
2023-07-29 22:29:35,686 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.935, mIoU: 0.681
2023-07-29 22:29:35,803 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.935, mIoU: 0.681
2023-07-29 22:29:35,917 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.935, mIoU: 0.683
2023-07-29 22:29:36,032 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.935, mIoU: 0.683
2023-07-29 22:29:36,148 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.934, mIoU: 0.683
2023-07-29 22:29:36,263 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.934, mIoU: 0.684
2023-07-29 22:29:36,376 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.934, mIoU: 0.684
2023-07-29 22:29:36,489 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.934, mIoU: 0.683
2023-07-29 22:29:36,605 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.934, mIoU: 0.683
2023-07-29 22:29:36,722 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.935, mIoU: 0.683
2023-07-29 22:29:36,838 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.935, mIoU: 0.683
2023-07-29 22:29:36,954 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.935, mIoU: 0.683
2023-07-29 22:29:37,069 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.935, mIoU: 0.682
2023-07-29 22:29:37,186 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.935, mIoU: 0.681
2023-07-29 22:29:37,300 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.936, mIoU: 0.682
2023-07-29 22:29:37,412 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.936, mIoU: 0.682
2023-07-29 22:29:37,524 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.935, mIoU: 0.679
2023-07-29 22:29:37,646 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.935, mIoU: 0.678
2023-07-29 22:29:37,760 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-29 22:29:37,872 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-29 22:29:37,985 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-29 22:29:38,096 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-29 22:29:38,206 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-29 22:29:38,314 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-29 22:29:38,418 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.935, mIoU: 0.682
2023-07-29 22:29:38,525 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.936, mIoU: 0.682
2023-07-29 22:29:38,633 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.935, mIoU: 0.681
2023-07-29 22:29:38,745 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.935, mIoU: 0.681
2023-07-29 22:29:38,864 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-29 22:29:38,979 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.935, mIoU: 0.681
2023-07-29 22:29:39,101 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.936, mIoU: 0.680
2023-07-29 22:29:39,217 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-29 22:29:39,332 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.935, mIoU: 0.680
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2023-07-29 22:30:02,100 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.940, mIoU: 0.680
2023-07-29 22:30:02,221 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.940, mIoU: 0.680
2023-07-29 22:30:02,336 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.940, mIoU: 0.680
2023-07-29 22:30:02,451 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.940, mIoU: 0.680
2023-07-29 22:30:02,569 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.940, mIoU: 0.680
2023-07-29 22:30:02,686 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.940, mIoU: 0.680
2023-07-29 22:30:02,803 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.940, mIoU: 0.680
2023-07-29 22:30:02,918 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.940, mIoU: 0.680
2023-07-29 22:30:03,036 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.940, mIoU: 0.681
2023-07-29 22:30:03,151 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.940, mIoU: 0.680
2023-07-29 22:30:03,269 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.940, mIoU: 0.681
2023-07-29 22:30:03,385 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.941, mIoU: 0.681
2023-07-29 22:30:03,504 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.941, mIoU: 0.681
2023-07-29 22:30:03,619 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.941, mIoU: 0.681
2023-07-29 22:30:03,734 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.941, mIoU: 0.681
2023-07-29 22:30:03,848 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.941, mIoU: 0.681
2023-07-29 22:30:03,966 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.941, mIoU: 0.681
2023-07-29 22:30:04,084 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.941, mIoU: 0.682
2023-07-29 22:30:04,201 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.941, mIoU: 0.682
2023-07-29 22:30:04,314 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.941, mIoU: 0.682
2023-07-29 22:30:04,427 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.941, mIoU: 0.682
2023-07-29 22:30:04,540 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.941, mIoU: 0.682
2023-07-29 22:30:04,654 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.941, mIoU: 0.682
2023-07-29 22:30:04,773 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.941, mIoU: 0.682
2023-07-29 22:30:04,893 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.941, mIoU: 0.682
2023-07-29 22:30:05,014 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.941, mIoU: 0.682
2023-07-29 22:30:05,133 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.942, mIoU: 0.683
2023-07-29 22:30:05,247 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.942, mIoU: 0.683
2023-07-29 22:30:05,360 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.942, mIoU: 0.683
2023-07-29 22:30:05,472 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.942, mIoU: 0.683
2023-07-29 22:30:05,587 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.942, mIoU: 0.683
2023-07-29 22:30:05,705 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.942, mIoU: 0.683
2023-07-29 22:30:05,822 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.942, mIoU: 0.683
2023-07-29 22:30:05,939 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.942, mIoU: 0.683
2023-07-29 22:30:06,053 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.942, mIoU: 0.684
2023-07-29 22:30:06,166 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.942, mIoU: 0.683
2023-07-29 22:30:06,278 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.942, mIoU: 0.684
2023-07-29 22:30:06,391 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.942, mIoU: 0.684
2023-07-29 22:30:06,503 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.942, mIoU: 0.684
2023-07-29 22:30:06,620 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.942, mIoU: 0.684
2023-07-29 22:30:06,742 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.942, mIoU: 0.684
2023-07-29 22:30:06,857 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.942, mIoU: 0.684
2023-07-29 22:30:06,971 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.942, mIoU: 0.684
2023-07-29 22:30:07,089 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.942, mIoU: 0.684
2023-07-29 22:30:07,203 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-29 22:30:07,312 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.943, mIoU: 0.684
2023-07-29 22:30:07,421 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.943, mIoU: 0.684
2023-07-29 22:30:07,530 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-29 22:30:07,643 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-29 22:30:07,761 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-29 22:30:07,877 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-29 22:30:07,992 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.943, mIoU: 0.684
2023-07-29 22:30:08,108 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-29 22:30:08,223 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-29 22:30:08,330 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-29 22:30:08,439 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-29 22:30:08,550 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-29 22:30:08,667 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-29 22:30:08,785 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.943, mIoU: 0.686
2023-07-29 22:30:08,901 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.943, mIoU: 0.686
2023-07-29 22:30:09,013 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.943, mIoU: 0.686
2023-07-29 22:30:09,130 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-29 22:30:09,241 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-29 22:30:09,351 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-29 22:30:09,457 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-29 22:30:09,562 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-29 22:30:09,667 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-29 22:30:09,773 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-29 22:30:09,878 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-29 22:30:09,987 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-29 22:30:10,101 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-29 22:30:10,219 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-29 22:30:10,335 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-29 22:30:10,455 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-29 22:30:10,569 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-29 22:30:10,684 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.944, mIoU: 0.688
2023-07-29 22:30:10,794 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-29 22:30:10,907 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-29 22:30:11,024 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-29 22:30:11,142 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-29 22:30:11,258 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-29 22:30:11,372 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-29 22:30:11,485 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-29 22:30:11,597 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-29 22:30:11,707 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-29 22:30:11,811 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-29 22:30:11,916 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-29 22:30:12,022 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-29 22:30:12,129 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-29 22:30:12,235 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-29 22:30:12,351 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-29 22:30:12,471 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-29 22:30:12,591 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-29 22:30:12,715 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-29 22:30:12,834 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-29 22:30:12,954 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-29 22:30:13,073 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-29 22:30:13,196 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-29 22:30:13,314 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-29 22:30:13,429 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-29 22:30:13,547 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-29 22:30:13,661 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-29 22:30:13,780 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-29 22:30:13,900 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-29 22:30:14,017 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.946, mIoU: 0.689
2023-07-29 22:30:14,136 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.946, mIoU: 0.689
2023-07-29 22:30:14,255 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.946, mIoU: 0.689
2023-07-29 22:30:14,370 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.946, mIoU: 0.689
2023-07-29 22:30:14,472 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.946, mIoU: 0.690
2023-07-29 22:30:14,580 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.946, mIoU: 0.690
2023-07-29 22:30:14,688 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.946, mIoU: 0.690
2023-07-29 22:30:14,802 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.946, mIoU: 0.690
2023-07-29 22:30:14,917 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.946, mIoU: 0.691
2023-07-29 22:30:15,034 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.946, mIoU: 0.691
2023-07-29 22:30:15,152 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.946, mIoU: 0.691
2023-07-29 22:30:15,267 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.946, mIoU: 0.691
2023-07-29 22:30:15,381 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.946, mIoU: 0.691
2023-07-29 22:30:15,489 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.946, mIoU: 0.691
2023-07-29 22:30:15,598 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.946, mIoU: 0.691
2023-07-29 22:30:15,705 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.946, mIoU: 0.691
2023-07-29 22:30:15,817 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.946, mIoU: 0.691
2023-07-29 22:30:15,933 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.946, mIoU: 0.691
2023-07-29 22:30:16,050 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.946, mIoU: 0.691
2023-07-29 22:30:16,164 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.946, mIoU: 0.691
2023-07-29 22:30:16,283 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.946, mIoU: 0.691
2023-07-29 22:30:16,400 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-29 22:30:16,515 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-29 22:30:16,632 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-29 22:30:16,747 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-29 22:30:16,867 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-29 22:30:16,985 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-29 22:30:17,101 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-29 22:30:17,222 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-29 22:30:17,336 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-29 22:30:17,448 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-29 22:30:17,561 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.947, mIoU: 0.692
2023-07-29 22:30:17,677 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.947, mIoU: 0.692
2023-07-29 22:30:17,796 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.947, mIoU: 0.692
2023-07-29 22:30:17,911 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.947, mIoU: 0.692
2023-07-29 22:30:18,025 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.947, mIoU: 0.692
2023-07-29 22:30:18,138 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.947, mIoU: 0.692
2023-07-29 22:30:18,255 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.947, mIoU: 0.692
2023-07-29 22:30:18,365 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.947, mIoU: 0.693
2023-07-29 22:30:18,477 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.947, mIoU: 0.693
2023-07-29 22:30:18,588 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.947, mIoU: 0.693
2023-07-29 22:30:18,703 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.947, mIoU: 0.693
2023-07-29 22:30:18,820 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.947, mIoU: 0.693
2023-07-29 22:30:18,937 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.947, mIoU: 0.693
2023-07-29 22:30:19,051 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.947, mIoU: 0.692
2023-07-29 22:30:53,547 semantic_segmentation INFO: Iters: 60810/150000 || Lr: 0.012527 || Task Loss: 0.2655 || KD Loss: 0.0799|| 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: 2 days, 8:48:00 || Estimated Time: 3 days, 11:18:29
2023-07-29 22:31:27,783 semantic_segmentation INFO: Iters: 60820/150000 || Lr: 0.012525 || Task Loss: 0.3687 || KD Loss: 0.0824|| 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: 2 days, 8:48:34 || Estimated Time: 3 days, 11:17:56
2023-07-29 22:32:01,845 semantic_segmentation INFO: Iters: 60830/150000 || Lr: 0.012524 || Task Loss: 0.2060 || KD Loss: 0.0561|| 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: 2 days, 8:49:08 || Estimated Time: 3 days, 11:17:23
2023-07-29 22:32:35,876 semantic_segmentation INFO: Iters: 60840/150000 || Lr: 0.012523 || Task Loss: 0.4522 || KD Loss: 0.2498|| 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: 2 days, 8:49:42 || Estimated Time: 3 days, 11:16:50
2023-07-29 22:33:13,715 semantic_segmentation INFO: Iters: 60850/150000 || Lr: 0.012522 || Task Loss: 0.2363 || KD Loss: 0.0828|| 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, 8:50:20 || Estimated Time: 3 days, 11:16:23
2023-07-29 22:33:47,694 semantic_segmentation INFO: Iters: 60860/150000 || Lr: 0.012520 || Task Loss: 0.3133 || KD Loss: 0.1021|| 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: 2 days, 8:50:54 || Estimated Time: 3 days, 11:15:50
2023-07-29 22:34:21,723 semantic_segmentation INFO: Iters: 60870/150000 || Lr: 0.012519 || Task Loss: 0.3564 || KD Loss: 0.0924|| 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: 2 days, 8:51:28 || Estimated Time: 3 days, 11:15:17
2023-07-29 22:34:55,853 semantic_segmentation INFO: Iters: 60880/150000 || Lr: 0.012518 || Task Loss: 0.5157 || KD Loss: 0.2196|| 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: 2 days, 8:52:02 || Estimated Time: 3 days, 11:14:44
2023-07-29 22:35:29,927 semantic_segmentation INFO: Iters: 60890/150000 || Lr: 0.012517 || Task Loss: 0.1922 || KD Loss: 0.0578|| 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, 8:52:36 || Estimated Time: 3 days, 11:14:11
2023-07-29 22:36:04,019 semantic_segmentation INFO: Iters: 60900/150000 || Lr: 0.012515 || Task Loss: 0.1941 || KD Loss: 0.0592|| 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, 8:53:10 || Estimated Time: 3 days, 11:13:38
2023-07-29 22:36:38,108 semantic_segmentation INFO: Iters: 60910/150000 || Lr: 0.012514 || Task Loss: 0.2657 || KD Loss: 0.0772|| 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: 2 days, 8:53:44 || Estimated Time: 3 days, 11:13:05
2023-07-29 22:37:12,254 semantic_segmentation INFO: Iters: 60920/150000 || Lr: 0.012513 || Task Loss: 0.1804 || KD Loss: 0.0949|| 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, 8:54:19 || Estimated Time: 3 days, 11:12:32
2023-07-29 22:37:46,343 semantic_segmentation INFO: Iters: 60930/150000 || Lr: 0.012512 || Task Loss: 0.2769 || KD Loss: 0.0941|| 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, 8:54:53 || Estimated Time: 3 days, 11:11:59
2023-07-29 22:38:20,588 semantic_segmentation INFO: Iters: 60940/150000 || Lr: 0.012510 || Task Loss: 0.5166 || KD Loss: 0.2767|| 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: 2 days, 8:55:27 || Estimated Time: 3 days, 11:11:26
2023-07-29 22:38:54,704 semantic_segmentation INFO: Iters: 60950/150000 || Lr: 0.012509 || Task Loss: 0.2425 || KD Loss: 0.1054|| 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: 2 days, 8:56:01 || Estimated Time: 3 days, 11:10:53
2023-07-29 22:39:29,027 semantic_segmentation INFO: Iters: 60960/150000 || Lr: 0.012508 || Task Loss: 0.2622 || KD Loss: 0.0831|| 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: 2 days, 8:56:35 || Estimated Time: 3 days, 11:10:21
2023-07-29 22:40:03,072 semantic_segmentation INFO: Iters: 60970/150000 || Lr: 0.012506 || Task Loss: 0.2323 || KD Loss: 0.0774|| 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: 2 days, 8:57:09 || Estimated Time: 3 days, 11:09:48
2023-07-29 22:40:37,135 semantic_segmentation INFO: Iters: 60980/150000 || Lr: 0.012505 || Task Loss: 0.2731 || KD Loss: 0.0816|| 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: 2 days, 8:57:43 || Estimated Time: 3 days, 11:09:15
2023-07-29 22:41:11,312 semantic_segmentation INFO: Iters: 60990/150000 || Lr: 0.012504 || Task Loss: 0.2165 || KD Loss: 0.0733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1315|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 8:58:18 || Estimated Time: 3 days, 11:08:42
2023-07-29 22:41:45,507 semantic_segmentation INFO: Iters: 61000/150000 || Lr: 0.012503 || Task Loss: 0.2231 || KD Loss: 0.0637|| 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, 8:58:52 || Estimated Time: 3 days, 11:08:09
2023-07-29 22:42:19,561 semantic_segmentation INFO: Iters: 61010/150000 || Lr: 0.012501 || Task Loss: 0.3273 || KD Loss: 0.1505|| 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: 2 days, 8:59:26 || Estimated Time: 3 days, 11:07:36
2023-07-29 22:42:53,672 semantic_segmentation INFO: Iters: 61020/150000 || Lr: 0.012500 || Task Loss: 0.3182 || KD Loss: 0.0779|| 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: 2 days, 9:00:00 || Estimated Time: 3 days, 11:07:03
2023-07-29 22:43:27,847 semantic_segmentation INFO: Iters: 61030/150000 || Lr: 0.012499 || Task Loss: 0.1418 || KD Loss: 0.0359|| 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, 9:00:34 || Estimated Time: 3 days, 11:06:30
2023-07-29 22:44:01,819 semantic_segmentation INFO: Iters: 61040/150000 || Lr: 0.012498 || Task Loss: 0.1843 || KD Loss: 0.0454|| 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: 2 days, 9:01:08 || Estimated Time: 3 days, 11:05:57
2023-07-29 22:44:36,090 semantic_segmentation INFO: Iters: 61050/150000 || Lr: 0.012496 || Task Loss: 0.2044 || KD Loss: 0.0541|| 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: 2 days, 9:01:42 || Estimated Time: 3 days, 11:05:25
2023-07-29 22:45:10,215 semantic_segmentation INFO: Iters: 61060/150000 || Lr: 0.012495 || Task Loss: 0.2070 || KD Loss: 0.0537|| 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: 2 days, 9:02:17 || Estimated Time: 3 days, 11:04:52
2023-07-29 22:45:44,343 semantic_segmentation INFO: Iters: 61070/150000 || Lr: 0.012494 || Task Loss: 0.2674 || KD Loss: 0.0805|| 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: 2 days, 9:02:51 || Estimated Time: 3 days, 11:04:19
2023-07-29 22:46:18,385 semantic_segmentation INFO: Iters: 61080/150000 || Lr: 0.012493 || Task Loss: 0.2186 || KD Loss: 0.0595|| 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: 2 days, 9:03:25 || Estimated Time: 3 days, 11:03:46
2023-07-29 22:46:52,618 semantic_segmentation INFO: Iters: 61090/150000 || Lr: 0.012491 || Task Loss: 0.1998 || KD Loss: 0.0495|| 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: 2 days, 9:03:59 || Estimated Time: 3 days, 11:03:13
2023-07-29 22:47:26,637 semantic_segmentation INFO: Iters: 61100/150000 || Lr: 0.012490 || Task Loss: 0.1643 || KD Loss: 0.0516|| 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: 2 days, 9:04:33 || Estimated Time: 3 days, 11:02:40
2023-07-29 22:48:00,721 semantic_segmentation INFO: Iters: 61110/150000 || Lr: 0.012489 || Task Loss: 0.2293 || KD Loss: 0.0643|| 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: 2 days, 9:05:07 || Estimated Time: 3 days, 11:02:07
2023-07-29 22:48:34,773 semantic_segmentation INFO: Iters: 61120/150000 || Lr: 0.012488 || Task Loss: 0.2379 || KD Loss: 0.0665|| 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: 2 days, 9:05:41 || Estimated Time: 3 days, 11:01:34
2023-07-29 22:49:08,841 semantic_segmentation INFO: Iters: 61130/150000 || Lr: 0.012486 || Task Loss: 0.2069 || KD Loss: 0.0506|| 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: 2 days, 9:06:15 || Estimated Time: 3 days, 11:01:01
2023-07-29 22:49:43,154 semantic_segmentation INFO: Iters: 61140/150000 || Lr: 0.012485 || Task Loss: 0.3035 || KD Loss: 0.0930|| 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: 2 days, 9:06:50 || Estimated Time: 3 days, 11:00:28
2023-07-29 22:50:17,397 semantic_segmentation INFO: Iters: 61150/150000 || Lr: 0.012484 || Task Loss: 0.2383 || KD Loss: 0.0806|| 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, 9:07:24 || Estimated Time: 3 days, 10:59:56
2023-07-29 22:50:51,469 semantic_segmentation INFO: Iters: 61160/150000 || Lr: 0.012482 || Task Loss: 0.2624 || KD Loss: 0.0614|| 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, 9:07:58 || Estimated Time: 3 days, 10:59:23
2023-07-29 22:51:25,527 semantic_segmentation INFO: Iters: 61170/150000 || Lr: 0.012481 || Task Loss: 0.2924 || KD Loss: 0.0854|| 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: 2 days, 9:08:32 || Estimated Time: 3 days, 10:58:50
2023-07-29 22:51:59,705 semantic_segmentation INFO: Iters: 61180/150000 || Lr: 0.012480 || Task Loss: 0.1835 || KD Loss: 0.0498|| 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: 2 days, 9:09:06 || Estimated Time: 3 days, 10:58:17
2023-07-29 22:52:33,790 semantic_segmentation INFO: Iters: 61190/150000 || Lr: 0.012479 || Task Loss: 0.5587 || KD Loss: 0.2693|| 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: 2 days, 9:09:40 || Estimated Time: 3 days, 10:57:44
2023-07-29 22:53:07,977 semantic_segmentation INFO: Iters: 61200/150000 || Lr: 0.012477 || Task Loss: 0.2051 || KD Loss: 0.0606|| 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: 2 days, 9:10:14 || Estimated Time: 3 days, 10:57:11
2023-07-29 22:53:42,021 semantic_segmentation INFO: Iters: 61210/150000 || Lr: 0.012476 || Task Loss: 0.3530 || KD Loss: 0.1059|| 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: 2 days, 9:10:48 || Estimated Time: 3 days, 10:56:38
2023-07-29 22:54:16,148 semantic_segmentation INFO: Iters: 61220/150000 || Lr: 0.012475 || Task Loss: 0.3092 || KD Loss: 0.0798|| 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: 2 days, 9:11:23 || Estimated Time: 3 days, 10:56:05
2023-07-29 22:54:50,240 semantic_segmentation INFO: Iters: 61230/150000 || Lr: 0.012474 || Task Loss: 0.2740 || KD Loss: 0.0623|| 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: 2 days, 9:11:57 || Estimated Time: 3 days, 10:55:32
2023-07-29 22:55:24,286 semantic_segmentation INFO: Iters: 61240/150000 || Lr: 0.012472 || Task Loss: 0.2436 || KD Loss: 0.1028|| 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: 2 days, 9:12:31 || Estimated Time: 3 days, 10:54:59
2023-07-29 22:55:58,309 semantic_segmentation INFO: Iters: 61250/150000 || Lr: 0.012471 || Task Loss: 0.2330 || KD Loss: 0.0942|| 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: 2 days, 9:13:05 || Estimated Time: 3 days, 10:54:26
2023-07-29 22:56:32,352 semantic_segmentation INFO: Iters: 61260/150000 || Lr: 0.012470 || Task Loss: 0.2012 || KD Loss: 0.0828|| 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, 9:13:39 || Estimated Time: 3 days, 10:53:53
2023-07-29 22:57:06,580 semantic_segmentation INFO: Iters: 61270/150000 || Lr: 0.012469 || Task Loss: 0.3233 || KD Loss: 0.0786|| 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: 2 days, 9:14:13 || Estimated Time: 3 days, 10:53:20
2023-07-29 22:57:40,756 semantic_segmentation INFO: Iters: 61280/150000 || Lr: 0.012467 || Task Loss: 0.2681 || KD Loss: 0.0800|| 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, 9:14:47 || Estimated Time: 3 days, 10:52:47
2023-07-29 22:58:14,835 semantic_segmentation INFO: Iters: 61290/150000 || Lr: 0.012466 || Task Loss: 0.2377 || KD Loss: 0.0750|| 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: 2 days, 9:15:21 || Estimated Time: 3 days, 10:52:14
2023-07-29 22:58:52,017 semantic_segmentation INFO: Iters: 61300/150000 || Lr: 0.012465 || Task Loss: 0.1578 || KD Loss: 0.0423|| 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, 9:15:58 || Estimated Time: 3 days, 10:51:46
2023-07-29 22:59:26,707 semantic_segmentation INFO: Iters: 61310/150000 || Lr: 0.012463 || Task Loss: 0.2496 || KD Loss: 0.0609|| 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: 2 days, 9:16:33 || Estimated Time: 3 days, 10:51:14
2023-07-29 23:00:00,870 semantic_segmentation INFO: Iters: 61320/150000 || Lr: 0.012462 || Task Loss: 0.1927 || KD Loss: 0.0604|| 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, 9:17:07 || Estimated Time: 3 days, 10:50:41
2023-07-29 23:00:34,992 semantic_segmentation INFO: Iters: 61330/150000 || Lr: 0.012461 || Task Loss: 0.2856 || KD Loss: 0.0826|| 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: 2 days, 9:17:41 || Estimated Time: 3 days, 10:50:08
2023-07-29 23:01:09,215 semantic_segmentation INFO: Iters: 61340/150000 || Lr: 0.012460 || Task Loss: 0.4129 || KD Loss: 0.2012|| 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: 2 days, 9:18:16 || Estimated Time: 3 days, 10:49:35
2023-07-29 23:01:43,275 semantic_segmentation INFO: Iters: 61350/150000 || Lr: 0.012458 || Task Loss: 0.3236 || KD Loss: 0.2071|| 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: 2 days, 9:18:50 || Estimated Time: 3 days, 10:49:02
2023-07-29 23:02:17,379 semantic_segmentation INFO: Iters: 61360/150000 || Lr: 0.012457 || Task Loss: 0.2535 || KD Loss: 0.0854|| 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, 9:19:24 || Estimated Time: 3 days, 10:48:29
2023-07-29 23:02:51,505 semantic_segmentation INFO: Iters: 61370/150000 || Lr: 0.012456 || Task Loss: 0.2386 || KD Loss: 0.0971|| 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: 2 days, 9:19:58 || Estimated Time: 3 days, 10:47:56
2023-07-29 23:03:25,682 semantic_segmentation INFO: Iters: 61380/150000 || Lr: 0.012455 || Task Loss: 0.2231 || KD Loss: 0.0726|| 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: 2 days, 9:20:32 || Estimated Time: 3 days, 10:47:24
2023-07-29 23:03:59,721 semantic_segmentation INFO: Iters: 61390/150000 || Lr: 0.012453 || Task Loss: 0.3055 || KD Loss: 0.1262|| 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: 2 days, 9:21:06 || Estimated Time: 3 days, 10:46:50
2023-07-29 23:04:33,918 semantic_segmentation INFO: Iters: 61400/150000 || Lr: 0.012452 || Task Loss: 0.2188 || KD Loss: 0.0447|| 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, 9:21:40 || Estimated Time: 3 days, 10:46:18
2023-07-29 23:05:08,070 semantic_segmentation INFO: Iters: 61410/150000 || Lr: 0.012451 || Task Loss: 0.2680 || KD Loss: 0.0852|| 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: 2 days, 9:22:14 || Estimated Time: 3 days, 10:45:45
2023-07-29 23:05:42,112 semantic_segmentation INFO: Iters: 61420/150000 || Lr: 0.012450 || Task Loss: 0.2446 || KD Loss: 0.0690|| 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, 9:22:48 || Estimated Time: 3 days, 10:45:12
2023-07-29 23:06:16,184 semantic_segmentation INFO: Iters: 61430/150000 || Lr: 0.012448 || Task Loss: 0.1825 || KD Loss: 0.0442|| 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: 2 days, 9:23:23 || Estimated Time: 3 days, 10:44:39
2023-07-29 23:06:50,274 semantic_segmentation INFO: Iters: 61440/150000 || Lr: 0.012447 || Task Loss: 0.1902 || KD Loss: 0.0491|| 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, 9:23:57 || Estimated Time: 3 days, 10:44:06
2023-07-29 23:07:24,462 semantic_segmentation INFO: Iters: 61450/150000 || Lr: 0.012446 || Task Loss: 0.2199 || KD Loss: 0.0588|| 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: 2 days, 9:24:31 || Estimated Time: 3 days, 10:43:33
2023-07-29 23:07:58,498 semantic_segmentation INFO: Iters: 61460/150000 || Lr: 0.012445 || Task Loss: 0.2487 || KD Loss: 0.0701|| 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: 2 days, 9:25:05 || Estimated Time: 3 days, 10:43:00
2023-07-29 23:08:32,570 semantic_segmentation INFO: Iters: 61470/150000 || Lr: 0.012443 || Task Loss: 0.2202 || KD Loss: 0.0532|| 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, 9:25:39 || Estimated Time: 3 days, 10:42:27
2023-07-29 23:09:06,721 semantic_segmentation INFO: Iters: 61480/150000 || Lr: 0.012442 || Task Loss: 0.1964 || KD Loss: 0.0425|| 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: 2 days, 9:26:13 || Estimated Time: 3 days, 10:41:54
2023-07-29 23:09:40,840 semantic_segmentation INFO: Iters: 61490/150000 || Lr: 0.012441 || Task Loss: 0.1740 || KD Loss: 0.0526|| 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: 2 days, 9:26:47 || Estimated Time: 3 days, 10:41:21
2023-07-29 23:10:15,019 semantic_segmentation INFO: Iters: 61500/150000 || Lr: 0.012439 || Task Loss: 0.1568 || KD Loss: 0.0409|| 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: 2 days, 9:27:21 || Estimated Time: 3 days, 10:40:48
2023-07-29 23:10:49,230 semantic_segmentation INFO: Iters: 61510/150000 || Lr: 0.012438 || Task Loss: 0.2757 || KD Loss: 0.0951|| 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: 2 days, 9:27:56 || Estimated Time: 3 days, 10:40:15
2023-07-29 23:11:23,366 semantic_segmentation INFO: Iters: 61520/150000 || Lr: 0.012437 || Task Loss: 0.2924 || KD Loss: 0.0887|| 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, 9:28:30 || Estimated Time: 3 days, 10:39:43
2023-07-29 23:11:57,503 semantic_segmentation INFO: Iters: 61530/150000 || Lr: 0.012436 || Task Loss: 0.2941 || KD Loss: 0.0934|| 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: 2 days, 9:29:04 || Estimated Time: 3 days, 10:39:10
2023-07-29 23:12:31,541 semantic_segmentation INFO: Iters: 61540/150000 || Lr: 0.012434 || Task Loss: 0.2306 || KD Loss: 0.0887|| 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: 2 days, 9:29:38 || Estimated Time: 3 days, 10:38:37
2023-07-29 23:13:05,713 semantic_segmentation INFO: Iters: 61550/150000 || Lr: 0.012433 || Task Loss: 0.2052 || KD Loss: 0.0671|| 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: 2 days, 9:30:12 || Estimated Time: 3 days, 10:38:04
2023-07-29 23:13:39,746 semantic_segmentation INFO: Iters: 61560/150000 || Lr: 0.012432 || Task Loss: 0.4064 || KD Loss: 0.1289|| 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: 2 days, 9:30:46 || Estimated Time: 3 days, 10:37:31
2023-07-29 23:14:13,885 semantic_segmentation INFO: Iters: 61570/150000 || Lr: 0.012431 || Task Loss: 0.2225 || KD Loss: 0.1138|| 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, 9:31:20 || Estimated Time: 3 days, 10:36:58
2023-07-29 23:14:47,903 semantic_segmentation INFO: Iters: 61580/150000 || Lr: 0.012429 || Task Loss: 0.1772 || KD Loss: 0.0485|| 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: 2 days, 9:31:54 || Estimated Time: 3 days, 10:36:25
2023-07-29 23:15:22,098 semantic_segmentation INFO: Iters: 61590/150000 || Lr: 0.012428 || Task Loss: 0.2114 || KD Loss: 0.0463|| 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, 9:32:28 || Estimated Time: 3 days, 10:35:52
2023-07-29 23:15:56,230 semantic_segmentation INFO: Iters: 61600/150000 || Lr: 0.012427 || Task Loss: 0.1720 || KD Loss: 0.0446|| 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, 9:33:03 || Estimated Time: 3 days, 10:35:19
2023-07-29 23:15:56,300 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-29 23:15:57,237 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.407
2023-07-29 23:15:57,373 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.497
2023-07-29 23:15:57,496 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.499
2023-07-29 23:15:57,606 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.527
2023-07-29 23:15:57,716 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.521
2023-07-29 23:15:57,831 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.526
2023-07-29 23:15:57,948 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.569
2023-07-29 23:15:58,060 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.615
2023-07-29 23:15:58,171 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.656
2023-07-29 23:15:58,287 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.701
2023-07-29 23:15:58,410 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.713
2023-07-29 23:15:58,532 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.729
2023-07-29 23:15:58,649 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.716
2023-07-29 23:15:58,761 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.956, mIoU: 0.690
2023-07-29 23:15:58,876 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.955, mIoU: 0.698
2023-07-29 23:15:58,993 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.691
2023-07-29 23:15:59,105 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.689
2023-07-29 23:15:59,221 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.690
2023-07-29 23:15:59,341 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.697
2023-07-29 23:15:59,453 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.703
2023-07-29 23:15:59,562 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.703
2023-07-29 23:15:59,678 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.946, mIoU: 0.675
2023-07-29 23:15:59,795 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.946, mIoU: 0.676
2023-07-29 23:15:59,913 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-29 23:16:00,030 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.694
2023-07-29 23:16:00,145 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.696
2023-07-29 23:16:00,263 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.684
2023-07-29 23:16:00,381 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-29 23:16:00,497 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.687
2023-07-29 23:16:00,612 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-29 23:16:00,730 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.944, mIoU: 0.692
2023-07-29 23:16:00,847 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.690
2023-07-29 23:16:00,962 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.944, mIoU: 0.692
2023-07-29 23:16:01,081 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-29 23:16:01,195 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-29 23:16:01,309 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-29 23:16:01,424 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.944, mIoU: 0.688
2023-07-29 23:16:01,540 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.943, mIoU: 0.687
2023-07-29 23:16:01,656 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.942, mIoU: 0.680
2023-07-29 23:16:01,771 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.943, mIoU: 0.681
2023-07-29 23:16:01,886 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.943, mIoU: 0.683
2023-07-29 23:16:01,998 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.683
2023-07-29 23:16:02,112 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.944, mIoU: 0.684
2023-07-29 23:16:02,224 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.685
2023-07-29 23:16:02,337 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.684
2023-07-29 23:16:02,457 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.945, mIoU: 0.684
2023-07-29 23:16:02,570 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-29 23:16:02,683 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-29 23:16:02,797 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.946, mIoU: 0.681
2023-07-29 23:16:02,909 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-29 23:16:03,020 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.946, mIoU: 0.682
2023-07-29 23:16:03,128 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.946, mIoU: 0.689
2023-07-29 23:16:03,235 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.946, mIoU: 0.690
2023-07-29 23:16:03,341 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-29 23:16:03,452 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.689
2023-07-29 23:16:03,556 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.943, mIoU: 0.688
2023-07-29 23:16:03,659 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.689
2023-07-29 23:16:03,766 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-29 23:16:03,871 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.690
2023-07-29 23:16:03,980 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.688
2023-07-29 23:16:04,092 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-29 23:16:04,209 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.943, mIoU: 0.693
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2023-07-29 23:16:49,682 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-29 23:16:49,798 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-29 23:16:49,913 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-29 23:16:50,028 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-29 23:16:50,143 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-29 23:16:50,259 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-29 23:16:50,375 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.947, mIoU: 0.692
2023-07-29 23:16:50,491 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.947, mIoU: 0.692
2023-07-29 23:16:50,607 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.947, mIoU: 0.692
2023-07-29 23:16:50,724 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.947, mIoU: 0.692
2023-07-29 23:16:50,840 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-29 23:16:50,955 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.948, mIoU: 0.693
2023-07-29 23:16:51,070 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.947, mIoU: 0.692
2023-07-29 23:16:51,185 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-29 23:16:51,302 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-29 23:16:51,418 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-29 23:16:51,531 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-29 23:16:51,646 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-29 23:16:51,761 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-29 23:16:51,872 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-29 23:16:51,985 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-29 23:16:52,097 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-29 23:16:52,213 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-29 23:16:52,328 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-29 23:16:52,444 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-29 23:16:52,559 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-29 23:16:52,673 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-29 23:16:52,786 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-29 23:16:52,898 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-29 23:16:53,006 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-29 23:16:53,113 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-29 23:16:53,221 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.948, mIoU: 0.693
2023-07-29 23:16:53,334 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.693
2023-07-29 23:16:53,447 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.693
2023-07-29 23:16:53,562 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.948, mIoU: 0.693
2023-07-29 23:16:53,677 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.948, mIoU: 0.693
2023-07-29 23:16:53,792 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.948, mIoU: 0.693
2023-07-29 23:16:53,906 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.948, mIoU: 0.694
2023-07-29 23:16:54,018 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.948, mIoU: 0.693
2023-07-29 23:16:54,128 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.948, mIoU: 0.693
2023-07-29 23:16:54,235 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.948, mIoU: 0.693
2023-07-29 23:16:54,344 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.948, mIoU: 0.693
2023-07-29 23:16:54,454 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.948, mIoU: 0.693
2023-07-29 23:16:54,567 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.693
2023-07-29 23:16:54,685 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.693
2023-07-29 23:17:29,037 semantic_segmentation INFO: Iters: 61610/150000 || Lr: 0.012426 || Task Loss: 0.2359 || KD Loss: 0.0589|| 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: 2 days, 9:34:35 || Estimated Time: 3 days, 10:36:10
2023-07-29 23:18:03,102 semantic_segmentation INFO: Iters: 61620/150000 || Lr: 0.012424 || Task Loss: 0.2579 || KD Loss: 0.0595|| 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, 9:35:09 || Estimated Time: 3 days, 10:35:37
2023-07-29 23:18:37,123 semantic_segmentation INFO: Iters: 61630/150000 || Lr: 0.012423 || Task Loss: 0.1541 || KD Loss: 0.0453|| 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, 9:35:43 || Estimated Time: 3 days, 10:35:04
2023-07-29 23:19:11,393 semantic_segmentation INFO: Iters: 61640/150000 || Lr: 0.012422 || Task Loss: 0.2263 || KD Loss: 0.0666|| 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, 9:36:18 || Estimated Time: 3 days, 10:34:31
2023-07-29 23:19:45,470 semantic_segmentation INFO: Iters: 61650/150000 || Lr: 0.012420 || Task Loss: 0.2501 || KD Loss: 0.0905|| 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, 9:36:52 || Estimated Time: 3 days, 10:33:58
2023-07-29 23:20:19,496 semantic_segmentation INFO: Iters: 61660/150000 || Lr: 0.012419 || Task Loss: 0.1696 || KD Loss: 0.0472|| 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: 2 days, 9:37:26 || Estimated Time: 3 days, 10:33:25
2023-07-29 23:20:53,544 semantic_segmentation INFO: Iters: 61670/150000 || Lr: 0.012418 || Task Loss: 0.2150 || KD Loss: 0.0653|| 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: 2 days, 9:38:00 || Estimated Time: 3 days, 10:32:52
2023-07-29 23:21:27,736 semantic_segmentation INFO: Iters: 61680/150000 || Lr: 0.012417 || Task Loss: 0.3003 || KD Loss: 0.0987|| 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, 9:38:34 || Estimated Time: 3 days, 10:32:19
2023-07-29 23:22:01,900 semantic_segmentation INFO: Iters: 61690/150000 || Lr: 0.012415 || Task Loss: 0.2244 || KD Loss: 0.0752|| 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: 2 days, 9:39:08 || Estimated Time: 3 days, 10:31:46
2023-07-29 23:22:36,034 semantic_segmentation INFO: Iters: 61700/150000 || Lr: 0.012414 || Task Loss: 0.3718 || KD Loss: 0.1341|| 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: 2 days, 9:39:42 || Estimated Time: 3 days, 10:31:13
2023-07-29 23:23:10,117 semantic_segmentation INFO: Iters: 61710/150000 || Lr: 0.012413 || Task Loss: 0.2684 || KD Loss: 0.0831|| 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: 2 days, 9:40:16 || Estimated Time: 3 days, 10:30:40
2023-07-29 23:23:44,213 semantic_segmentation INFO: Iters: 61720/150000 || Lr: 0.012412 || Task Loss: 0.2734 || KD Loss: 0.0724|| 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, 9:40:51 || Estimated Time: 3 days, 10:30:07
2023-07-29 23:24:18,390 semantic_segmentation INFO: Iters: 61730/150000 || Lr: 0.012410 || Task Loss: 0.2075 || KD Loss: 0.0469|| 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, 9:41:25 || Estimated Time: 3 days, 10:29:35
2023-07-29 23:24:56,017 semantic_segmentation INFO: Iters: 61740/150000 || Lr: 0.012409 || Task Loss: 0.1168 || KD Loss: 0.0602|| 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, 9:42:02 || Estimated Time: 3 days, 10:29:07
2023-07-29 23:25:30,174 semantic_segmentation INFO: Iters: 61750/150000 || Lr: 0.012408 || Task Loss: 0.2430 || KD Loss: 0.0435|| 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, 9:42:37 || Estimated Time: 3 days, 10:28:34
2023-07-29 23:26:04,289 semantic_segmentation INFO: Iters: 61760/150000 || Lr: 0.012407 || Task Loss: 0.3146 || KD Loss: 0.1200|| 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: 2 days, 9:43:11 || Estimated Time: 3 days, 10:28:01
2023-07-29 23:26:38,330 semantic_segmentation INFO: Iters: 61770/150000 || Lr: 0.012405 || Task Loss: 0.3282 || KD Loss: 0.0970|| 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: 2 days, 9:43:45 || Estimated Time: 3 days, 10:27:28
2023-07-29 23:27:12,488 semantic_segmentation INFO: Iters: 61780/150000 || Lr: 0.012404 || Task Loss: 0.2099 || KD Loss: 0.0619|| 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: 2 days, 9:44:19 || Estimated Time: 3 days, 10:26:55
2023-07-29 23:27:46,577 semantic_segmentation INFO: Iters: 61790/150000 || Lr: 0.012403 || Task Loss: 0.2212 || KD Loss: 0.0726|| 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: 2 days, 9:44:53 || Estimated Time: 3 days, 10:26:22
2023-07-29 23:28:20,594 semantic_segmentation INFO: Iters: 61800/150000 || Lr: 0.012401 || Task Loss: 0.1838 || KD Loss: 0.0427|| 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, 9:45:27 || Estimated Time: 3 days, 10:25:49
2023-07-29 23:28:54,710 semantic_segmentation INFO: Iters: 61810/150000 || Lr: 0.012400 || Task Loss: 0.2767 || KD Loss: 0.0797|| 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: 2 days, 9:46:01 || Estimated Time: 3 days, 10:25:16
2023-07-29 23:29:28,759 semantic_segmentation INFO: Iters: 61820/150000 || Lr: 0.012399 || Task Loss: 0.1829 || KD Loss: 0.0455|| 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: 2 days, 9:46:35 || Estimated Time: 3 days, 10:24:43
2023-07-29 23:30:02,971 semantic_segmentation INFO: Iters: 61830/150000 || Lr: 0.012398 || Task Loss: 0.1848 || KD Loss: 0.0630|| 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: 2 days, 9:47:09 || Estimated Time: 3 days, 10:24:10
2023-07-29 23:30:37,173 semantic_segmentation INFO: Iters: 61840/150000 || Lr: 0.012396 || Task Loss: 0.2222 || KD Loss: 0.1158|| 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: 2 days, 9:47:44 || Estimated Time: 3 days, 10:23:37
2023-07-29 23:31:11,283 semantic_segmentation INFO: Iters: 61850/150000 || Lr: 0.012395 || Task Loss: 0.1855 || KD Loss: 0.0531|| 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: 2 days, 9:48:18 || Estimated Time: 3 days, 10:23:04
2023-07-29 23:31:45,500 semantic_segmentation INFO: Iters: 61860/150000 || Lr: 0.012394 || Task Loss: 0.2980 || KD Loss: 0.0755|| 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: 2 days, 9:48:52 || Estimated Time: 3 days, 10:22:31
2023-07-29 23:32:19,585 semantic_segmentation INFO: Iters: 61870/150000 || Lr: 0.012393 || Task Loss: 0.2251 || KD Loss: 0.0564|| 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: 2 days, 9:49:26 || Estimated Time: 3 days, 10:21:58
2023-07-29 23:32:53,611 semantic_segmentation INFO: Iters: 61880/150000 || Lr: 0.012391 || Task Loss: 0.2734 || KD Loss: 0.0651|| 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: 2 days, 9:50:00 || Estimated Time: 3 days, 10:21:25
2023-07-29 23:33:27,686 semantic_segmentation INFO: Iters: 61890/150000 || Lr: 0.012390 || Task Loss: 0.2523 || KD Loss: 0.0578|| 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, 9:50:34 || Estimated Time: 3 days, 10:20:52
2023-07-29 23:34:01,785 semantic_segmentation INFO: Iters: 61900/150000 || Lr: 0.012389 || Task Loss: 0.1539 || KD Loss: 0.0374|| 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, 9:51:08 || Estimated Time: 3 days, 10:20:19
2023-07-29 23:34:35,978 semantic_segmentation INFO: Iters: 61910/150000 || Lr: 0.012388 || Task Loss: 0.1699 || KD Loss: 0.0557|| 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: 2 days, 9:51:42 || Estimated Time: 3 days, 10:19:46
2023-07-29 23:35:10,009 semantic_segmentation INFO: Iters: 61920/150000 || Lr: 0.012386 || Task Loss: 0.2199 || KD Loss: 0.0798|| 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, 9:52:16 || Estimated Time: 3 days, 10:19:13
2023-07-29 23:35:44,142 semantic_segmentation INFO: Iters: 61930/150000 || Lr: 0.012385 || Task Loss: 0.5510 || KD Loss: 0.2374|| 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: 2 days, 9:52:50 || Estimated Time: 3 days, 10:18:40
2023-07-29 23:36:18,365 semantic_segmentation INFO: Iters: 61940/150000 || Lr: 0.012384 || Task Loss: 0.2994 || KD Loss: 0.0783|| 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: 2 days, 9:53:25 || Estimated Time: 3 days, 10:18:07
2023-07-29 23:36:52,409 semantic_segmentation INFO: Iters: 61950/150000 || Lr: 0.012383 || Task Loss: 0.3025 || KD Loss: 0.1047|| 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, 9:53:59 || Estimated Time: 3 days, 10:17:34
2023-07-29 23:37:26,715 semantic_segmentation INFO: Iters: 61960/150000 || Lr: 0.012381 || Task Loss: 0.1978 || KD Loss: 0.1088|| 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: 2 days, 9:54:33 || Estimated Time: 3 days, 10:17:01
2023-07-29 23:38:00,917 semantic_segmentation INFO: Iters: 61970/150000 || Lr: 0.012380 || Task Loss: 0.2151 || KD Loss: 0.0782|| 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, 9:55:07 || Estimated Time: 3 days, 10:16:28
2023-07-29 23:38:34,844 semantic_segmentation INFO: Iters: 61980/150000 || Lr: 0.012379 || Task Loss: 0.1909 || KD Loss: 0.0617|| 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: 2 days, 9:55:41 || Estimated Time: 3 days, 10:15:55
2023-07-29 23:39:08,998 semantic_segmentation INFO: Iters: 61990/150000 || Lr: 0.012377 || Task Loss: 0.2146 || KD Loss: 0.0518|| 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, 9:56:15 || Estimated Time: 3 days, 10:15:22
2023-07-29 23:39:43,504 semantic_segmentation INFO: Iters: 62000/150000 || Lr: 0.012376 || Task Loss: 0.2687 || KD Loss: 0.0774|| 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: 2 days, 9:56:50 || Estimated Time: 3 days, 10:14:50
2023-07-29 23:40:17,553 semantic_segmentation INFO: Iters: 62010/150000 || Lr: 0.012375 || Task Loss: 0.2040 || KD Loss: 0.0480|| 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: 2 days, 9:57:24 || Estimated Time: 3 days, 10:14:17
2023-07-29 23:40:51,727 semantic_segmentation INFO: Iters: 62020/150000 || Lr: 0.012374 || Task Loss: 0.1941 || KD Loss: 0.0532|| 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, 9:57:58 || Estimated Time: 3 days, 10:13:44
2023-07-29 23:41:25,865 semantic_segmentation INFO: Iters: 62030/150000 || Lr: 0.012372 || Task Loss: 0.3349 || KD Loss: 0.0909|| 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: 2 days, 9:58:32 || Estimated Time: 3 days, 10:13:11
2023-07-29 23:42:00,048 semantic_segmentation INFO: Iters: 62040/150000 || Lr: 0.012371 || Task Loss: 0.2532 || KD Loss: 0.0511|| 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: 2 days, 9:59:06 || Estimated Time: 3 days, 10:12:38
2023-07-29 23:42:34,171 semantic_segmentation INFO: Iters: 62050/150000 || Lr: 0.012370 || Task Loss: 0.2632 || KD Loss: 0.0775|| 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: 2 days, 9:59:41 || Estimated Time: 3 days, 10:12:05
2023-07-29 23:43:08,297 semantic_segmentation INFO: Iters: 62060/150000 || Lr: 0.012369 || Task Loss: 0.1527 || KD Loss: 0.0375|| 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: 2 days, 10:00:15 || Estimated Time: 3 days, 10:11:32
2023-07-29 23:43:42,561 semantic_segmentation INFO: Iters: 62070/150000 || Lr: 0.012367 || Task Loss: 0.1884 || KD Loss: 0.0600|| 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: 2 days, 10:00:49 || Estimated Time: 3 days, 10:10:59
2023-07-29 23:44:16,694 semantic_segmentation INFO: Iters: 62080/150000 || Lr: 0.012366 || Task Loss: 0.1474 || KD Loss: 0.0381|| 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: 2 days, 10:01:23 || Estimated Time: 3 days, 10:10:26
2023-07-29 23:44:50,781 semantic_segmentation INFO: Iters: 62090/150000 || Lr: 0.012365 || Task Loss: 0.2791 || KD Loss: 0.0652|| 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: 2 days, 10:01:57 || Estimated Time: 3 days, 10:09:53
2023-07-29 23:45:25,028 semantic_segmentation INFO: Iters: 62100/150000 || Lr: 0.012364 || Task Loss: 0.2504 || KD Loss: 0.0757|| 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: 2 days, 10:02:31 || Estimated Time: 3 days, 10:09:21
2023-07-29 23:45:59,244 semantic_segmentation INFO: Iters: 62110/150000 || Lr: 0.012362 || Task Loss: 0.2058 || KD Loss: 0.0483|| 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: 2 days, 10:03:06 || Estimated Time: 3 days, 10:08:48
2023-07-29 23:46:33,391 semantic_segmentation INFO: Iters: 62120/150000 || Lr: 0.012361 || Task Loss: 0.2361 || KD Loss: 0.0741|| 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: 2 days, 10:03:40 || Estimated Time: 3 days, 10:08:15
2023-07-29 23:47:07,527 semantic_segmentation INFO: Iters: 62130/150000 || Lr: 0.012360 || Task Loss: 0.2246 || KD Loss: 0.0506|| 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: 2 days, 10:04:14 || Estimated Time: 3 days, 10:07:42
2023-07-29 23:47:41,771 semantic_segmentation INFO: Iters: 62140/150000 || Lr: 0.012358 || Task Loss: 0.2110 || KD Loss: 0.0478|| 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: 2 days, 10:04:48 || Estimated Time: 3 days, 10:07:09
2023-07-29 23:48:15,914 semantic_segmentation INFO: Iters: 62150/150000 || Lr: 0.012357 || Task Loss: 0.1877 || KD Loss: 0.0405|| 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: 2 days, 10:05:22 || Estimated Time: 3 days, 10:06:36
2023-07-29 23:48:50,137 semantic_segmentation INFO: Iters: 62160/150000 || Lr: 0.012356 || Task Loss: 0.2160 || KD Loss: 0.0444|| 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: 2 days, 10:05:56 || Estimated Time: 3 days, 10:06:03
2023-07-29 23:49:24,189 semantic_segmentation INFO: Iters: 62170/150000 || Lr: 0.012355 || Task Loss: 0.2382 || KD Loss: 0.0548|| 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, 10:06:31 || Estimated Time: 3 days, 10:05:30
2023-07-29 23:49:58,377 semantic_segmentation INFO: Iters: 62180/150000 || Lr: 0.012353 || Task Loss: 0.1989 || KD Loss: 0.0552|| 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: 2 days, 10:07:05 || Estimated Time: 3 days, 10:04:57
2023-07-29 23:50:36,013 semantic_segmentation INFO: Iters: 62190/150000 || Lr: 0.012352 || Task Loss: 0.2499 || KD Loss: 0.0759|| 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: 2 days, 10:07:42 || Estimated Time: 3 days, 10:04:29
2023-07-29 23:51:10,016 semantic_segmentation INFO: Iters: 62200/150000 || Lr: 0.012351 || Task Loss: 0.2752 || KD Loss: 0.0719|| 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: 2 days, 10:08:16 || Estimated Time: 3 days, 10:03:56
2023-07-29 23:51:44,225 semantic_segmentation INFO: Iters: 62210/150000 || Lr: 0.012350 || Task Loss: 0.1879 || KD Loss: 0.0594|| 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, 10:08:51 || Estimated Time: 3 days, 10:03:23
2023-07-29 23:52:18,276 semantic_segmentation INFO: Iters: 62220/150000 || Lr: 0.012348 || Task Loss: 0.2340 || KD Loss: 0.0641|| 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, 10:09:25 || Estimated Time: 3 days, 10:02:50
2023-07-29 23:52:52,314 semantic_segmentation INFO: Iters: 62230/150000 || Lr: 0.012347 || Task Loss: 0.2140 || KD Loss: 0.0602|| 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: 2 days, 10:09:59 || Estimated Time: 3 days, 10:02:17
2023-07-29 23:53:26,395 semantic_segmentation INFO: Iters: 62240/150000 || Lr: 0.012346 || Task Loss: 0.2162 || KD Loss: 0.0721|| 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: 2 days, 10:10:33 || Estimated Time: 3 days, 10:01:44
2023-07-29 23:54:00,432 semantic_segmentation INFO: Iters: 62250/150000 || Lr: 0.012345 || Task Loss: 0.2363 || KD Loss: 0.0642|| 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: 2 days, 10:11:07 || Estimated Time: 3 days, 10:01:11
2023-07-29 23:54:34,483 semantic_segmentation INFO: Iters: 62260/150000 || Lr: 0.012343 || Task Loss: 0.2173 || KD Loss: 0.0544|| 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: 2 days, 10:11:41 || Estimated Time: 3 days, 10:00:38
2023-07-29 23:55:08,701 semantic_segmentation INFO: Iters: 62270/150000 || Lr: 0.012342 || Task Loss: 0.2168 || KD Loss: 0.0777|| 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: 2 days, 10:12:15 || Estimated Time: 3 days, 10:00:05
2023-07-29 23:55:42,818 semantic_segmentation INFO: Iters: 62280/150000 || Lr: 0.012341 || Task Loss: 0.1912 || KD Loss: 0.0539|| 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: 2 days, 10:12:49 || Estimated Time: 3 days, 9:59:32
2023-07-29 23:56:16,945 semantic_segmentation INFO: Iters: 62290/150000 || Lr: 0.012339 || Task Loss: 0.2121 || KD Loss: 0.0935|| 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: 2 days, 10:13:23 || Estimated Time: 3 days, 9:58:59
2023-07-29 23:56:50,928 semantic_segmentation INFO: Iters: 62300/150000 || Lr: 0.012338 || Task Loss: 0.1817 || KD Loss: 0.0389|| 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, 10:13:57 || Estimated Time: 3 days, 9:58:26
2023-07-29 23:57:25,170 semantic_segmentation INFO: Iters: 62310/150000 || Lr: 0.012337 || Task Loss: 0.2863 || KD Loss: 0.0738|| 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: 2 days, 10:14:32 || Estimated Time: 3 days, 9:57:53
2023-07-29 23:57:59,366 semantic_segmentation INFO: Iters: 62320/150000 || Lr: 0.012336 || Task Loss: 0.1964 || KD Loss: 0.0585|| 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: 2 days, 10:15:06 || Estimated Time: 3 days, 9:57:20
2023-07-29 23:58:33,328 semantic_segmentation INFO: Iters: 62330/150000 || Lr: 0.012334 || Task Loss: 0.2458 || KD Loss: 0.0630|| 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: 2 days, 10:15:40 || Estimated Time: 3 days, 9:56:47
2023-07-29 23:59:07,455 semantic_segmentation INFO: Iters: 62340/150000 || Lr: 0.012333 || Task Loss: 0.2439 || KD Loss: 0.0679|| 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: 2 days, 10:16:14 || Estimated Time: 3 days, 9:56:14
2023-07-29 23:59:41,505 semantic_segmentation INFO: Iters: 62350/150000 || Lr: 0.012332 || Task Loss: 0.1404 || KD Loss: 0.0477|| 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, 10:16:48 || Estimated Time: 3 days, 9:55:41
2023-07-30 00:00:15,788 semantic_segmentation INFO: Iters: 62360/150000 || Lr: 0.012331 || Task Loss: 0.2022 || KD Loss: 0.0777|| 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: 2 days, 10:17:22 || Estimated Time: 3 days, 9:55:08
2023-07-30 00:00:49,892 semantic_segmentation INFO: Iters: 62370/150000 || Lr: 0.012329 || Task Loss: 0.4138 || KD Loss: 0.1110|| 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, 10:17:56 || Estimated Time: 3 days, 9:54:35
2023-07-30 00:01:24,050 semantic_segmentation INFO: Iters: 62380/150000 || Lr: 0.012328 || Task Loss: 0.2215 || KD Loss: 0.0553|| 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, 10:18:30 || Estimated Time: 3 days, 9:54:02
2023-07-30 00:01:58,149 semantic_segmentation INFO: Iters: 62390/150000 || Lr: 0.012327 || Task Loss: 0.2628 || KD Loss: 0.0595|| 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: 2 days, 10:19:05 || Estimated Time: 3 days, 9:53:29
2023-07-30 00:02:32,220 semantic_segmentation INFO: Iters: 62400/150000 || Lr: 0.012326 || Task Loss: 0.2456 || KD Loss: 0.0657|| 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, 10:19:39 || Estimated Time: 3 days, 9:52:56
2023-07-30 00:02:32,290 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 00:02:33,162 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.405
2023-07-30 00:02:33,279 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.490
2023-07-30 00:02:33,394 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.495
2023-07-30 00:02:33,507 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.525
2023-07-30 00:02:33,616 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.513
2023-07-30 00:02:33,723 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.966, mIoU: 0.515
2023-07-30 00:02:33,827 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.549
2023-07-30 00:02:33,932 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.569
2023-07-30 00:02:34,037 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.605
2023-07-30 00:02:34,143 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.648
2023-07-30 00:02:34,250 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.659
2023-07-30 00:02:34,369 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.664
2023-07-30 00:02:34,491 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.959, mIoU: 0.670
2023-07-30 00:02:34,613 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.954, mIoU: 0.654
2023-07-30 00:02:34,732 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.661
2023-07-30 00:02:34,851 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.651
2023-07-30 00:02:34,969 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.654
2023-07-30 00:02:35,087 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.655
2023-07-30 00:02:35,206 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.663
2023-07-30 00:02:35,323 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.670
2023-07-30 00:02:35,440 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.672
2023-07-30 00:02:35,557 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.696
2023-07-30 00:02:35,674 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.697
2023-07-30 00:02:35,791 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.704
2023-07-30 00:02:35,905 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-30 00:02:36,021 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.712
2023-07-30 00:02:36,137 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-30 00:02:36,252 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.697
2023-07-30 00:02:36,371 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-30 00:02:36,487 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.703
2023-07-30 00:02:36,602 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-30 00:02:36,717 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-30 00:02:36,834 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-30 00:02:36,949 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.699
2023-07-30 00:02:37,064 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-30 00:02:37,180 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-30 00:02:37,295 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.697
2023-07-30 00:02:37,410 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.945, mIoU: 0.696
2023-07-30 00:02:37,523 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.944, mIoU: 0.690
2023-07-30 00:02:37,635 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-30 00:02:37,748 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.945, mIoU: 0.690
2023-07-30 00:02:37,865 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.946, mIoU: 0.690
2023-07-30 00:02:37,981 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.946, mIoU: 0.691
2023-07-30 00:02:38,096 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.946, mIoU: 0.692
2023-07-30 00:02:38,211 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-30 00:02:38,324 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.947, mIoU: 0.692
2023-07-30 00:02:38,445 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-30 00:02:38,556 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-30 00:02:38,672 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.948, mIoU: 0.694
2023-07-30 00:02:38,792 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.948, mIoU: 0.697
2023-07-30 00:02:38,906 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.948, mIoU: 0.697
2023-07-30 00:02:39,021 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.698
2023-07-30 00:02:39,136 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.947, mIoU: 0.699
2023-07-30 00:02:39,249 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.947, mIoU: 0.700
2023-07-30 00:02:39,360 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-30 00:02:39,477 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.945, mIoU: 0.702
2023-07-30 00:02:39,592 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.945, mIoU: 0.703
2023-07-30 00:02:39,706 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.945, mIoU: 0.708
2023-07-30 00:02:39,821 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.944, mIoU: 0.705
2023-07-30 00:02:39,935 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.944, mIoU: 0.703
2023-07-30 00:02:40,052 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.706
2023-07-30 00:02:40,168 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.708
2023-07-30 00:02:40,282 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.944, mIoU: 0.707
2023-07-30 00:02:40,393 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-30 00:02:40,509 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-30 00:02:40,625 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-30 00:02:40,739 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.942, mIoU: 0.711
2023-07-30 00:02:40,852 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.942, mIoU: 0.712
2023-07-30 00:02:40,966 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.942, mIoU: 0.711
2023-07-30 00:02:41,076 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.942, mIoU: 0.710
2023-07-30 00:02:41,182 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.942, mIoU: 0.711
2023-07-30 00:02:41,287 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-30 00:02:41,392 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.943, mIoU: 0.707
2023-07-30 00:02:41,496 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.943, mIoU: 0.707
2023-07-30 00:02:41,598 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.943, mIoU: 0.708
2023-07-30 00:02:41,704 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.943, mIoU: 0.708
2023-07-30 00:02:41,806 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.943, mIoU: 0.708
2023-07-30 00:02:41,910 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.943, mIoU: 0.708
2023-07-30 00:02:42,014 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.943, mIoU: 0.708
2023-07-30 00:02:42,118 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.943, mIoU: 0.709
2023-07-30 00:02:42,223 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.943, mIoU: 0.711
2023-07-30 00:02:42,327 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-30 00:02:42,431 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.944, mIoU: 0.710
2023-07-30 00:02:42,533 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.942, mIoU: 0.708
2023-07-30 00:02:42,636 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.940, mIoU: 0.704
2023-07-30 00:02:42,739 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.940, mIoU: 0.704
2023-07-30 00:02:42,842 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.940, mIoU: 0.704
2023-07-30 00:02:42,945 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.940, mIoU: 0.704
2023-07-30 00:02:43,050 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.940, mIoU: 0.705
2023-07-30 00:02:43,156 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.940, mIoU: 0.704
2023-07-30 00:02:43,262 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.941, mIoU: 0.705
2023-07-30 00:02:43,372 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.939, mIoU: 0.699
2023-07-30 00:02:43,489 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.939, mIoU: 0.699
2023-07-30 00:02:43,606 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.940, mIoU: 0.699
2023-07-30 00:02:43,724 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.940, mIoU: 0.699
2023-07-30 00:02:43,838 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.940, mIoU: 0.699
2023-07-30 00:02:43,952 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.940, mIoU: 0.698
2023-07-30 00:02:44,064 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.940, mIoU: 0.698
2023-07-30 00:02:44,179 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.940, mIoU: 0.696
2023-07-30 00:02:44,291 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.939, mIoU: 0.696
2023-07-30 00:02:44,405 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.939, mIoU: 0.697
2023-07-30 00:02:44,521 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.939, mIoU: 0.695
2023-07-30 00:02:44,637 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.939, mIoU: 0.694
2023-07-30 00:02:44,754 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.939, mIoU: 0.694
2023-07-30 00:02:44,868 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.939, mIoU: 0.694
2023-07-30 00:02:44,981 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.939, mIoU: 0.694
2023-07-30 00:02:45,091 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.939, mIoU: 0.694
2023-07-30 00:02:45,203 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.940, mIoU: 0.694
2023-07-30 00:02:45,314 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.940, mIoU: 0.694
2023-07-30 00:02:45,427 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.939, mIoU: 0.693
2023-07-30 00:02:45,551 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.939, mIoU: 0.693
2023-07-30 00:02:45,667 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.939, mIoU: 0.693
2023-07-30 00:02:45,784 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.939, mIoU: 0.693
2023-07-30 00:02:45,898 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.939, mIoU: 0.693
2023-07-30 00:02:46,012 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.939, mIoU: 0.692
2023-07-30 00:02:46,122 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.939, mIoU: 0.692
2023-07-30 00:02:46,242 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.939, mIoU: 0.698
2023-07-30 00:02:46,368 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.939, mIoU: 0.695
2023-07-30 00:02:46,491 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.939, mIoU: 0.696
2023-07-30 00:02:46,616 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.939, mIoU: 0.696
2023-07-30 00:02:46,742 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.939, mIoU: 0.696
2023-07-30 00:02:46,864 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.939, mIoU: 0.695
2023-07-30 00:02:46,985 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.939, mIoU: 0.695
2023-07-30 00:02:47,106 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.939, mIoU: 0.697
2023-07-30 00:02:47,226 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.939, mIoU: 0.697
2023-07-30 00:02:47,345 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.938, mIoU: 0.694
2023-07-30 00:02:47,465 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.938, mIoU: 0.698
2023-07-30 00:02:47,585 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.938, mIoU: 0.698
2023-07-30 00:02:47,705 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.938, mIoU: 0.697
2023-07-30 00:02:47,823 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.938, mIoU: 0.697
2023-07-30 00:02:47,940 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.939, mIoU: 0.697
2023-07-30 00:02:48,060 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.939, mIoU: 0.697
2023-07-30 00:02:48,178 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.939, mIoU: 0.696
2023-07-30 00:02:48,297 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.939, mIoU: 0.696
2023-07-30 00:02:48,418 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.939, mIoU: 0.695
2023-07-30 00:02:48,535 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.940, mIoU: 0.695
2023-07-30 00:02:48,651 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.940, mIoU: 0.695
2023-07-30 00:02:48,765 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.940, mIoU: 0.693
2023-07-30 00:02:48,879 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.939, mIoU: 0.694
2023-07-30 00:02:48,993 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.939, mIoU: 0.695
2023-07-30 00:02:49,108 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.939, mIoU: 0.696
2023-07-30 00:02:49,223 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.939, mIoU: 0.696
2023-07-30 00:02:49,339 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.939, mIoU: 0.696
2023-07-30 00:02:49,455 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.940, mIoU: 0.696
2023-07-30 00:02:49,571 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.940, mIoU: 0.695
2023-07-30 00:02:49,688 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.940, mIoU: 0.697
2023-07-30 00:02:49,801 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.940, mIoU: 0.697
2023-07-30 00:02:49,914 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.940, mIoU: 0.697
2023-07-30 00:02:50,026 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.940, mIoU: 0.696
2023-07-30 00:02:50,143 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.940, mIoU: 0.696
2023-07-30 00:02:50,260 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.940, mIoU: 0.697
2023-07-30 00:02:50,374 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.940, mIoU: 0.697
2023-07-30 00:02:50,488 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.940, mIoU: 0.697
2023-07-30 00:02:50,603 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.940, mIoU: 0.697
2023-07-30 00:02:50,717 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.940, mIoU: 0.697
2023-07-30 00:02:50,829 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.940, mIoU: 0.697
2023-07-30 00:02:50,937 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.940, mIoU: 0.697
2023-07-30 00:02:51,043 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.940, mIoU: 0.697
2023-07-30 00:02:51,150 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.940, mIoU: 0.697
2023-07-30 00:02:51,254 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.940, mIoU: 0.697
2023-07-30 00:02:51,365 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.940, mIoU: 0.696
2023-07-30 00:02:51,477 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.940, mIoU: 0.693
2023-07-30 00:02:51,604 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.940, mIoU: 0.692
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2023-07-30 00:03:13,934 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.939, mIoU: 0.690
2023-07-30 00:03:14,048 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.939, mIoU: 0.691
2023-07-30 00:03:14,162 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.939, mIoU: 0.690
2023-07-30 00:03:14,273 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.939, mIoU: 0.690
2023-07-30 00:03:14,384 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.939, mIoU: 0.690
2023-07-30 00:03:14,495 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.939, mIoU: 0.690
2023-07-30 00:03:14,604 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.939, mIoU: 0.691
2023-07-30 00:03:14,716 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.939, mIoU: 0.691
2023-07-30 00:03:14,832 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.939, mIoU: 0.691
2023-07-30 00:03:14,957 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.939, mIoU: 0.691
2023-07-30 00:03:15,073 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.939, mIoU: 0.692
2023-07-30 00:03:15,188 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.940, mIoU: 0.691
2023-07-30 00:03:15,300 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.940, mIoU: 0.692
2023-07-30 00:03:15,406 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.940, mIoU: 0.692
2023-07-30 00:03:15,513 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.940, mIoU: 0.692
2023-07-30 00:03:15,619 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.940, mIoU: 0.692
2023-07-30 00:03:15,737 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.940, mIoU: 0.692
2023-07-30 00:03:15,860 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.940, mIoU: 0.692
2023-07-30 00:03:15,983 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.940, mIoU: 0.692
2023-07-30 00:03:16,104 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.940, mIoU: 0.692
2023-07-30 00:03:16,223 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.940, mIoU: 0.692
2023-07-30 00:03:16,344 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.940, mIoU: 0.692
2023-07-30 00:03:16,465 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.940, mIoU: 0.692
2023-07-30 00:03:16,584 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.940, mIoU: 0.693
2023-07-30 00:03:16,704 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.940, mIoU: 0.693
2023-07-30 00:03:16,823 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.940, mIoU: 0.693
2023-07-30 00:03:16,945 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.941, mIoU: 0.693
2023-07-30 00:03:17,061 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.941, mIoU: 0.693
2023-07-30 00:03:17,180 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.941, mIoU: 0.693
2023-07-30 00:03:17,302 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.941, mIoU: 0.693
2023-07-30 00:03:17,419 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.941, mIoU: 0.693
2023-07-30 00:03:17,538 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.941, mIoU: 0.694
2023-07-30 00:03:17,657 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.941, mIoU: 0.694
2023-07-30 00:03:17,775 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.941, mIoU: 0.694
2023-07-30 00:03:17,890 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.941, mIoU: 0.694
2023-07-30 00:03:18,012 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.941, mIoU: 0.694
2023-07-30 00:03:18,128 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.941, mIoU: 0.694
2023-07-30 00:03:18,246 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.941, mIoU: 0.694
2023-07-30 00:03:18,362 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.941, mIoU: 0.694
2023-07-30 00:03:18,476 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.941, mIoU: 0.694
2023-07-30 00:03:18,591 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.942, mIoU: 0.694
2023-07-30 00:03:18,709 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.942, mIoU: 0.694
2023-07-30 00:03:18,827 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.942, mIoU: 0.694
2023-07-30 00:03:18,945 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.942, mIoU: 0.694
2023-07-30 00:03:19,065 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.942, mIoU: 0.694
2023-07-30 00:03:19,184 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.942, mIoU: 0.694
2023-07-30 00:03:19,300 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-30 00:03:19,414 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-30 00:03:19,528 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-30 00:03:19,644 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-30 00:03:19,764 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-30 00:03:19,881 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-30 00:03:20,001 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-30 00:03:20,113 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-30 00:03:20,229 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-30 00:03:20,340 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-30 00:03:20,457 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-30 00:03:20,577 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-30 00:03:20,695 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-30 00:03:20,810 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 00:03:20,920 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 00:03:21,034 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 00:03:21,142 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 00:03:21,247 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 00:03:21,353 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 00:03:21,460 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 00:03:21,568 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 00:03:21,684 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 00:03:21,803 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.943, mIoU: 0.697
2023-07-30 00:03:21,925 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 00:03:22,052 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 00:03:22,171 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 00:03:22,291 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-30 00:03:22,412 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-30 00:03:22,530 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-30 00:03:22,647 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-30 00:03:22,765 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-30 00:03:22,881 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-30 00:03:22,997 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-30 00:03:23,118 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 00:03:23,236 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 00:03:23,352 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 00:03:23,469 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 00:03:23,584 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 00:03:23,703 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 00:03:23,818 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 00:03:23,934 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 00:03:24,053 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 00:03:24,170 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.945, mIoU: 0.697
2023-07-30 00:03:24,287 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.945, mIoU: 0.697
2023-07-30 00:03:24,402 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.945, mIoU: 0.697
2023-07-30 00:03:24,520 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.945, mIoU: 0.697
2023-07-30 00:03:24,633 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.945, mIoU: 0.697
2023-07-30 00:03:24,755 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.945, mIoU: 0.697
2023-07-30 00:03:24,873 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.945, mIoU: 0.697
2023-07-30 00:03:24,988 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.945, mIoU: 0.697
2023-07-30 00:03:25,107 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.945, mIoU: 0.697
2023-07-30 00:03:25,223 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-30 00:03:25,339 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-30 00:03:25,451 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-30 00:03:25,570 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-30 00:03:25,688 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-30 00:03:25,805 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-30 00:03:25,920 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-30 00:03:26,035 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 00:03:26,153 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 00:03:26,264 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 00:03:26,377 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 00:03:26,489 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 00:03:26,607 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-30 00:03:26,730 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-30 00:03:26,844 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-30 00:03:26,959 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-30 00:03:27,071 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-30 00:03:27,193 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-30 00:03:27,306 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-30 00:03:27,420 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-30 00:03:27,540 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-30 00:03:27,654 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.946, mIoU: 0.699
2023-07-30 00:03:27,770 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-30 00:03:27,886 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-30 00:03:28,000 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-30 00:03:28,109 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-30 00:03:28,224 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-30 00:03:28,334 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-30 00:03:28,449 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-30 00:03:28,568 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-30 00:03:28,684 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-30 00:03:28,801 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-30 00:03:28,914 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-30 00:03:29,026 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-30 00:03:29,138 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-30 00:03:29,251 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-30 00:03:29,369 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-30 00:03:29,482 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-30 00:03:29,594 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-30 00:03:29,708 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-30 00:03:29,820 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-30 00:03:29,934 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-30 00:03:30,046 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-30 00:03:30,160 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-30 00:03:30,266 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-30 00:04:04,665 semantic_segmentation INFO: Iters: 62410/150000 || Lr: 0.012324 || Task Loss: 0.1802 || KD Loss: 0.0417|| 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: 2 days, 10:21:11 || Estimated Time: 3 days, 9:53:45
2023-07-30 00:04:38,845 semantic_segmentation INFO: Iters: 62420/150000 || Lr: 0.012323 || Task Loss: 0.1967 || KD Loss: 0.0533|| 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, 10:21:45 || Estimated Time: 3 days, 9:53:12
2023-07-30 00:05:12,916 semantic_segmentation INFO: Iters: 62430/150000 || Lr: 0.012322 || Task Loss: 0.3007 || KD Loss: 0.0782|| 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: 2 days, 10:22:19 || Estimated Time: 3 days, 9:52:39
2023-07-30 00:05:46,916 semantic_segmentation INFO: Iters: 62440/150000 || Lr: 0.012320 || Task Loss: 0.2092 || KD Loss: 0.0604|| 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: 2 days, 10:22:53 || Estimated Time: 3 days, 9:52:06
2023-07-30 00:06:21,207 semantic_segmentation INFO: Iters: 62450/150000 || Lr: 0.012319 || Task Loss: 0.2378 || KD Loss: 0.0741|| 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: 2 days, 10:23:28 || Estimated Time: 3 days, 9:51:33
2023-07-30 00:06:55,266 semantic_segmentation INFO: Iters: 62460/150000 || Lr: 0.012318 || Task Loss: 0.1985 || KD Loss: 0.0481|| 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, 10:24:02 || Estimated Time: 3 days, 9:51:00
2023-07-30 00:07:29,535 semantic_segmentation INFO: Iters: 62470/150000 || Lr: 0.012317 || Task Loss: 0.1462 || KD Loss: 0.0500|| 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: 2 days, 10:24:36 || Estimated Time: 3 days, 9:50:27
2023-07-30 00:08:03,660 semantic_segmentation INFO: Iters: 62480/150000 || Lr: 0.012315 || Task Loss: 0.1940 || KD Loss: 0.0499|| 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: 2 days, 10:25:10 || Estimated Time: 3 days, 9:49:54
2023-07-30 00:08:37,731 semantic_segmentation INFO: Iters: 62490/150000 || Lr: 0.012314 || Task Loss: 0.2748 || KD Loss: 0.0708|| 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: 2 days, 10:25:44 || Estimated Time: 3 days, 9:49:21
2023-07-30 00:09:11,772 semantic_segmentation INFO: Iters: 62500/150000 || Lr: 0.012313 || Task Loss: 0.1573 || KD Loss: 0.0554|| 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, 10:26:18 || Estimated Time: 3 days, 9:48:48
2023-07-30 00:09:45,949 semantic_segmentation INFO: Iters: 62510/150000 || Lr: 0.012312 || Task Loss: 0.2293 || KD Loss: 0.0555|| 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: 2 days, 10:26:52 || Estimated Time: 3 days, 9:48:15
2023-07-30 00:10:20,109 semantic_segmentation INFO: Iters: 62520/150000 || Lr: 0.012310 || Task Loss: 0.1897 || KD Loss: 0.0483|| 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: 2 days, 10:27:26 || Estimated Time: 3 days, 9:47:42
2023-07-30 00:10:54,196 semantic_segmentation INFO: Iters: 62530/150000 || Lr: 0.012309 || Task Loss: 0.1661 || KD Loss: 0.0528|| 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: 2 days, 10:28:01 || Estimated Time: 3 days, 9:47:09
2023-07-30 00:11:28,364 semantic_segmentation INFO: Iters: 62540/150000 || Lr: 0.012308 || Task Loss: 0.2314 || KD Loss: 0.0674|| 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: 2 days, 10:28:35 || Estimated Time: 3 days, 9:46:36
2023-07-30 00:12:02,571 semantic_segmentation INFO: Iters: 62550/150000 || Lr: 0.012307 || Task Loss: 0.2037 || KD Loss: 0.0850|| 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, 10:29:09 || Estimated Time: 3 days, 9:46:03
2023-07-30 00:12:36,640 semantic_segmentation INFO: Iters: 62560/150000 || Lr: 0.012305 || Task Loss: 0.3065 || KD Loss: 0.1046|| 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: 2 days, 10:29:43 || Estimated Time: 3 days, 9:45:30
2023-07-30 00:13:10,903 semantic_segmentation INFO: Iters: 62570/150000 || Lr: 0.012304 || Task Loss: 0.1698 || KD Loss: 0.0432|| 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: 2 days, 10:30:17 || Estimated Time: 3 days, 9:44:57
2023-07-30 00:13:44,975 semantic_segmentation INFO: Iters: 62580/150000 || Lr: 0.012303 || Task Loss: 0.3289 || KD Loss: 0.0985|| 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: 2 days, 10:30:51 || Estimated Time: 3 days, 9:44:24
2023-07-30 00:14:19,144 semantic_segmentation INFO: Iters: 62590/150000 || Lr: 0.012301 || Task Loss: 0.2354 || KD Loss: 0.0643|| 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: 2 days, 10:31:25 || Estimated Time: 3 days, 9:43:51
2023-07-30 00:14:53,372 semantic_segmentation INFO: Iters: 62600/150000 || Lr: 0.012300 || Task Loss: 0.2721 || KD Loss: 0.0774|| 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: 2 days, 10:32:00 || Estimated Time: 3 days, 9:43:18
2023-07-30 00:15:27,497 semantic_segmentation INFO: Iters: 62610/150000 || Lr: 0.012299 || Task Loss: 0.2023 || KD Loss: 0.0401|| 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, 10:32:34 || Estimated Time: 3 days, 9:42:45
2023-07-30 00:16:04,624 semantic_segmentation INFO: Iters: 62620/150000 || Lr: 0.012298 || Task Loss: 0.1686 || KD Loss: 0.0611|| 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: 2 days, 10:33:11 || Estimated Time: 3 days, 9:42:16
2023-07-30 00:16:39,266 semantic_segmentation INFO: Iters: 62630/150000 || Lr: 0.012296 || Task Loss: 0.2850 || KD Loss: 0.0642|| 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: 2 days, 10:33:46 || Estimated Time: 3 days, 9:41:44
2023-07-30 00:17:13,287 semantic_segmentation INFO: Iters: 62640/150000 || Lr: 0.012295 || Task Loss: 0.1832 || KD Loss: 0.0506|| 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: 2 days, 10:34:20 || Estimated Time: 3 days, 9:41:11
2023-07-30 00:17:47,271 semantic_segmentation INFO: Iters: 62650/150000 || Lr: 0.012294 || Task Loss: 0.2095 || KD Loss: 0.0791|| 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: 2 days, 10:34:54 || Estimated Time: 3 days, 9:40:38
2023-07-30 00:18:21,478 semantic_segmentation INFO: Iters: 62660/150000 || Lr: 0.012293 || Task Loss: 0.1929 || KD Loss: 0.0599|| 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: 2 days, 10:35:28 || Estimated Time: 3 days, 9:40:05
2023-07-30 00:18:55,681 semantic_segmentation INFO: Iters: 62670/150000 || Lr: 0.012291 || Task Loss: 0.1890 || KD Loss: 0.0429|| 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: 2 days, 10:36:02 || Estimated Time: 3 days, 9:39:32
2023-07-30 00:19:29,765 semantic_segmentation INFO: Iters: 62680/150000 || Lr: 0.012290 || Task Loss: 0.1750 || KD Loss: 0.0481|| 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: 2 days, 10:36:36 || Estimated Time: 3 days, 9:38:59
2023-07-30 00:20:03,847 semantic_segmentation INFO: Iters: 62690/150000 || Lr: 0.012289 || Task Loss: 0.2115 || KD Loss: 0.0649|| 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, 10:37:10 || Estimated Time: 3 days, 9:38:26
2023-07-30 00:20:37,976 semantic_segmentation INFO: Iters: 62700/150000 || Lr: 0.012288 || Task Loss: 0.2362 || KD Loss: 0.0816|| 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: 2 days, 10:37:44 || Estimated Time: 3 days, 9:37:53
2023-07-30 00:21:12,226 semantic_segmentation INFO: Iters: 62710/150000 || Lr: 0.012286 || Task Loss: 0.1891 || KD Loss: 0.0581|| 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: 2 days, 10:38:19 || Estimated Time: 3 days, 9:37:20
2023-07-30 00:21:46,331 semantic_segmentation INFO: Iters: 62720/150000 || Lr: 0.012285 || Task Loss: 0.1806 || KD Loss: 0.0513|| 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, 10:38:53 || Estimated Time: 3 days, 9:36:47
2023-07-30 00:22:20,490 semantic_segmentation INFO: Iters: 62730/150000 || Lr: 0.012284 || Task Loss: 0.2454 || KD Loss: 0.0770|| 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: 2 days, 10:39:27 || Estimated Time: 3 days, 9:36:14
2023-07-30 00:22:54,999 semantic_segmentation INFO: Iters: 62740/150000 || Lr: 0.012282 || Task Loss: 0.1424 || KD Loss: 0.0353|| 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: 2 days, 10:40:01 || Estimated Time: 3 days, 9:35:41
2023-07-30 00:23:29,319 semantic_segmentation INFO: Iters: 62750/150000 || Lr: 0.012281 || Task Loss: 0.2026 || KD Loss: 0.0467|| 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: 2 days, 10:40:36 || Estimated Time: 3 days, 9:35:09
2023-07-30 00:24:03,391 semantic_segmentation INFO: Iters: 62760/150000 || Lr: 0.012280 || Task Loss: 0.1385 || KD Loss: 0.0402|| 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: 2 days, 10:41:10 || Estimated Time: 3 days, 9:34:36
2023-07-30 00:24:37,387 semantic_segmentation INFO: Iters: 62770/150000 || Lr: 0.012279 || Task Loss: 0.1732 || KD Loss: 0.0489|| 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: 2 days, 10:41:44 || Estimated Time: 3 days, 9:34:02
2023-07-30 00:25:11,605 semantic_segmentation INFO: Iters: 62780/150000 || Lr: 0.012277 || Task Loss: 0.1938 || KD Loss: 0.0623|| 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, 10:42:18 || Estimated Time: 3 days, 9:33:29
2023-07-30 00:25:45,755 semantic_segmentation INFO: Iters: 62790/150000 || Lr: 0.012276 || Task Loss: 0.2866 || KD Loss: 0.1101|| 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, 10:42:52 || Estimated Time: 3 days, 9:32:57
2023-07-30 00:26:19,997 semantic_segmentation INFO: Iters: 62800/150000 || Lr: 0.012275 || Task Loss: 0.2622 || KD Loss: 0.0601|| 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: 2 days, 10:43:26 || Estimated Time: 3 days, 9:32:24
2023-07-30 00:26:54,153 semantic_segmentation INFO: Iters: 62810/150000 || Lr: 0.012274 || Task Loss: 0.2008 || KD Loss: 0.0846|| 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: 2 days, 10:44:01 || Estimated Time: 3 days, 9:31:51
2023-07-30 00:27:28,156 semantic_segmentation INFO: Iters: 62820/150000 || Lr: 0.012272 || Task Loss: 0.2404 || KD Loss: 0.0738|| 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: 2 days, 10:44:35 || Estimated Time: 3 days, 9:31:17
2023-07-30 00:28:02,227 semantic_segmentation INFO: Iters: 62830/150000 || Lr: 0.012271 || Task Loss: 0.1698 || KD Loss: 0.0379|| 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, 10:45:09 || Estimated Time: 3 days, 9:30:44
2023-07-30 00:28:36,379 semantic_segmentation INFO: Iters: 62840/150000 || Lr: 0.012270 || Task Loss: 0.2872 || KD Loss: 0.0943|| 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, 10:45:43 || Estimated Time: 3 days, 9:30:11
2023-07-30 00:29:10,581 semantic_segmentation INFO: Iters: 62850/150000 || Lr: 0.012269 || Task Loss: 0.2450 || KD Loss: 0.0825|| 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: 2 days, 10:46:17 || Estimated Time: 3 days, 9:29:39
2023-07-30 00:29:44,539 semantic_segmentation INFO: Iters: 62860/150000 || Lr: 0.012267 || Task Loss: 0.3289 || KD Loss: 0.0912|| 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: 2 days, 10:46:51 || Estimated Time: 3 days, 9:29:05
2023-07-30 00:30:18,718 semantic_segmentation INFO: Iters: 62870/150000 || Lr: 0.012266 || Task Loss: 0.2107 || KD Loss: 0.0562|| 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: 2 days, 10:47:25 || Estimated Time: 3 days, 9:28:32
2023-07-30 00:30:52,939 semantic_segmentation INFO: Iters: 62880/150000 || Lr: 0.012265 || Task Loss: 0.1958 || KD Loss: 0.0559|| 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: 2 days, 10:47:59 || Estimated Time: 3 days, 9:27:59
2023-07-30 00:31:27,084 semantic_segmentation INFO: Iters: 62890/150000 || Lr: 0.012263 || Task Loss: 0.2461 || KD Loss: 0.0634|| 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, 10:48:33 || Estimated Time: 3 days, 9:27:26
2023-07-30 00:32:01,260 semantic_segmentation INFO: Iters: 62900/150000 || Lr: 0.012262 || Task Loss: 0.1697 || KD Loss: 0.0506|| 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: 2 days, 10:49:08 || Estimated Time: 3 days, 9:26:53
2023-07-30 00:32:35,481 semantic_segmentation INFO: Iters: 62910/150000 || Lr: 0.012261 || Task Loss: 0.2613 || KD Loss: 0.0918|| 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: 2 days, 10:49:42 || Estimated Time: 3 days, 9:26:21
2023-07-30 00:33:09,576 semantic_segmentation INFO: Iters: 62920/150000 || Lr: 0.012260 || Task Loss: 0.2591 || KD Loss: 0.0723|| 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: 2 days, 10:50:16 || Estimated Time: 3 days, 9:25:47
2023-07-30 00:33:43,654 semantic_segmentation INFO: Iters: 62930/150000 || Lr: 0.012258 || Task Loss: 0.2253 || KD Loss: 0.0661|| 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: 2 days, 10:50:50 || Estimated Time: 3 days, 9:25:14
2023-07-30 00:34:17,787 semantic_segmentation INFO: Iters: 62940/150000 || Lr: 0.012257 || Task Loss: 0.3284 || KD Loss: 0.1449|| 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, 10:51:24 || Estimated Time: 3 days, 9:24:41
2023-07-30 00:34:51,990 semantic_segmentation INFO: Iters: 62950/150000 || Lr: 0.012256 || Task Loss: 0.3818 || KD Loss: 0.1243|| 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: 2 days, 10:51:58 || Estimated Time: 3 days, 9:24:08
2023-07-30 00:35:26,120 semantic_segmentation INFO: Iters: 62960/150000 || Lr: 0.012255 || Task Loss: 0.1928 || KD Loss: 0.0409|| 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: 2 days, 10:52:32 || Estimated Time: 3 days, 9:23:35
2023-07-30 00:36:00,388 semantic_segmentation INFO: Iters: 62970/150000 || Lr: 0.012253 || Task Loss: 0.2024 || KD Loss: 0.0519|| 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: 2 days, 10:53:07 || Estimated Time: 3 days, 9:23:03
2023-07-30 00:36:34,419 semantic_segmentation INFO: Iters: 62980/150000 || Lr: 0.012252 || Task Loss: 0.1671 || KD Loss: 0.0615|| 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, 10:53:41 || Estimated Time: 3 days, 9:22:29
2023-07-30 00:37:08,468 semantic_segmentation INFO: Iters: 62990/150000 || Lr: 0.012251 || Task Loss: 0.1762 || KD Loss: 0.0486|| 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: 2 days, 10:54:15 || Estimated Time: 3 days, 9:21:56
2023-07-30 00:37:42,649 semantic_segmentation INFO: Iters: 63000/150000 || Lr: 0.012250 || Task Loss: 0.2320 || KD Loss: 0.0637|| 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: 2 days, 10:54:49 || Estimated Time: 3 days, 9:21:23
2023-07-30 00:38:16,708 semantic_segmentation INFO: Iters: 63010/150000 || Lr: 0.012248 || Task Loss: 0.2457 || KD Loss: 0.0658|| 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: 2 days, 10:55:23 || Estimated Time: 3 days, 9:20:50
2023-07-30 00:38:50,985 semantic_segmentation INFO: Iters: 63020/150000 || Lr: 0.012247 || Task Loss: 0.2923 || KD Loss: 0.0889|| 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: 2 days, 10:55:57 || Estimated Time: 3 days, 9:20:17
2023-07-30 00:39:25,049 semantic_segmentation INFO: Iters: 63030/150000 || Lr: 0.012246 || Task Loss: 0.2289 || KD Loss: 0.0657|| 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, 10:56:31 || Estimated Time: 3 days, 9:19:44
2023-07-30 00:39:59,071 semantic_segmentation INFO: Iters: 63040/150000 || Lr: 0.012244 || Task Loss: 0.2289 || KD Loss: 0.0509|| 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, 10:57:05 || Estimated Time: 3 days, 9:19:11
2023-07-30 00:40:33,228 semantic_segmentation INFO: Iters: 63050/150000 || Lr: 0.012243 || Task Loss: 0.2487 || KD Loss: 0.0717|| 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: 2 days, 10:57:40 || Estimated Time: 3 days, 9:18:38
2023-07-30 00:41:07,292 semantic_segmentation INFO: Iters: 63060/150000 || Lr: 0.012242 || Task Loss: 0.1396 || KD Loss: 0.0328|| 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: 2 days, 10:58:14 || Estimated Time: 3 days, 9:18:05
2023-07-30 00:41:42,579 semantic_segmentation INFO: Iters: 63070/150000 || Lr: 0.012241 || Task Loss: 0.2022 || KD Loss: 0.0636|| 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: 2 days, 10:58:49 || Estimated Time: 3 days, 9:17:33
2023-07-30 00:42:18,958 semantic_segmentation INFO: Iters: 63080/150000 || Lr: 0.012239 || Task Loss: 0.1941 || KD Loss: 0.0611|| 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: 2 days, 10:59:25 || Estimated Time: 3 days, 9:17:04
2023-07-30 00:42:53,108 semantic_segmentation INFO: Iters: 63090/150000 || Lr: 0.012238 || Task Loss: 0.2798 || KD Loss: 0.0610|| 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: 2 days, 10:59:59 || Estimated Time: 3 days, 9:16:31
2023-07-30 00:43:27,104 semantic_segmentation INFO: Iters: 63100/150000 || Lr: 0.012237 || Task Loss: 0.2340 || KD Loss: 0.0622|| 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, 11:00:33 || Estimated Time: 3 days, 9:15:57
2023-07-30 00:44:01,110 semantic_segmentation INFO: Iters: 63110/150000 || Lr: 0.012236 || Task Loss: 0.2272 || KD Loss: 0.0642|| 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: 2 days, 11:01:07 || Estimated Time: 3 days, 9:15:24
2023-07-30 00:44:35,265 semantic_segmentation INFO: Iters: 63120/150000 || Lr: 0.012234 || Task Loss: 0.2172 || KD Loss: 0.0532|| 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: 2 days, 11:01:42 || Estimated Time: 3 days, 9:14:51
2023-07-30 00:45:09,503 semantic_segmentation INFO: Iters: 63130/150000 || Lr: 0.012233 || Task Loss: 0.1908 || KD Loss: 0.0685|| 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: 2 days, 11:02:16 || Estimated Time: 3 days, 9:14:18
2023-07-30 00:45:43,591 semantic_segmentation INFO: Iters: 63140/150000 || Lr: 0.012232 || Task Loss: 0.1826 || KD Loss: 0.0544|| 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: 2 days, 11:02:50 || Estimated Time: 3 days, 9:13:45
2023-07-30 00:46:17,699 semantic_segmentation INFO: Iters: 63150/150000 || Lr: 0.012231 || Task Loss: 0.1813 || KD Loss: 0.0440|| 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: 2 days, 11:03:24 || Estimated Time: 3 days, 9:13:12
2023-07-30 00:46:51,818 semantic_segmentation INFO: Iters: 63160/150000 || Lr: 0.012229 || Task Loss: 0.2461 || KD Loss: 0.0564|| 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: 2 days, 11:03:58 || Estimated Time: 3 days, 9:12:39
2023-07-30 00:47:25,918 semantic_segmentation INFO: Iters: 63170/150000 || Lr: 0.012228 || Task Loss: 0.2669 || KD Loss: 0.0673|| 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: 2 days, 11:04:32 || Estimated Time: 3 days, 9:12:06
2023-07-30 00:48:00,087 semantic_segmentation INFO: Iters: 63180/150000 || Lr: 0.012227 || Task Loss: 0.1912 || KD Loss: 0.0462|| 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, 11:05:06 || Estimated Time: 3 days, 9:11:33
2023-07-30 00:48:34,123 semantic_segmentation INFO: Iters: 63190/150000 || Lr: 0.012225 || Task Loss: 0.1687 || KD Loss: 0.0391|| 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: 2 days, 11:05:40 || Estimated Time: 3 days, 9:11:00
2023-07-30 00:49:08,306 semantic_segmentation INFO: Iters: 63200/150000 || Lr: 0.012224 || Task Loss: 0.1973 || KD Loss: 0.0654|| 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, 11:06:15 || Estimated Time: 3 days, 9:10:27
2023-07-30 00:49:08,373 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 00:49:09,222 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.969, mIoU: 0.403
2023-07-30 00:49:09,352 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.500
2023-07-30 00:49:09,474 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.511
2023-07-30 00:49:09,590 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.538
2023-07-30 00:49:09,704 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.532
2023-07-30 00:49:09,819 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.535
2023-07-30 00:49:09,933 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.540
2023-07-30 00:49:10,043 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.584
2023-07-30 00:49:10,149 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.632
2023-07-30 00:49:10,257 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.683
2023-07-30 00:49:10,366 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.692
2023-07-30 00:49:10,480 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.709
2023-07-30 00:49:10,598 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.715
2023-07-30 00:49:10,711 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.697
2023-07-30 00:49:10,823 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.699
2023-07-30 00:49:10,934 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.691
2023-07-30 00:49:11,047 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.693
2023-07-30 00:49:11,156 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.693
2023-07-30 00:49:11,262 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.704
2023-07-30 00:49:11,365 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.954, mIoU: 0.710
2023-07-30 00:49:11,473 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.710
2023-07-30 00:49:11,580 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.953, mIoU: 0.717
2023-07-30 00:49:11,694 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.720
2023-07-30 00:49:11,813 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.724
2023-07-30 00:49:11,930 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-30 00:49:12,046 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-30 00:49:12,164 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-30 00:49:12,281 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-30 00:49:12,398 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.720
2023-07-30 00:49:12,515 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-30 00:49:12,630 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-30 00:49:12,747 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.712
2023-07-30 00:49:12,863 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-30 00:49:12,980 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.947, mIoU: 0.712
2023-07-30 00:49:13,096 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-30 00:49:13,211 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-30 00:49:13,328 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-30 00:49:13,445 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.945, mIoU: 0.708
2023-07-30 00:49:13,561 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.702
2023-07-30 00:49:13,678 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.945, mIoU: 0.703
2023-07-30 00:49:13,800 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.945, mIoU: 0.705
2023-07-30 00:49:13,916 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-30 00:49:14,032 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.946, mIoU: 0.706
2023-07-30 00:49:14,148 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 00:49:14,263 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.947, mIoU: 0.705
2023-07-30 00:49:14,380 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.948, mIoU: 0.706
2023-07-30 00:49:14,502 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.706
2023-07-30 00:49:14,617 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.948, mIoU: 0.705
2023-07-30 00:49:14,733 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 00:49:14,849 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.948, mIoU: 0.710
2023-07-30 00:49:14,966 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.948, mIoU: 0.710
2023-07-30 00:49:15,077 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-30 00:49:15,193 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-30 00:49:15,313 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-30 00:49:15,429 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.946, mIoU: 0.714
2023-07-30 00:49:15,545 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.945, mIoU: 0.708
2023-07-30 00:49:15,657 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.945, mIoU: 0.709
2023-07-30 00:49:15,772 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-30 00:49:15,882 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.945, mIoU: 0.715
2023-07-30 00:49:15,998 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-30 00:49:16,117 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.945, mIoU: 0.717
2023-07-30 00:49:16,232 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.945, mIoU: 0.719
2023-07-30 00:49:16,346 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-30 00:49:16,459 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.945, mIoU: 0.721
2023-07-30 00:49:16,576 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.945, mIoU: 0.724
2023-07-30 00:49:16,691 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.945, mIoU: 0.724
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2023-07-30 00:50:02,263 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.950, mIoU: 0.714
2023-07-30 00:50:02,370 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.950, mIoU: 0.714
2023-07-30 00:50:02,480 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.950, mIoU: 0.715
2023-07-30 00:50:02,600 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.950, mIoU: 0.715
2023-07-30 00:50:02,721 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 00:50:02,841 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 00:50:02,959 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 00:50:03,080 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 00:50:03,199 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 00:50:03,315 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-30 00:50:03,433 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 00:50:03,552 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 00:50:03,670 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 00:50:03,784 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 00:50:03,901 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 00:50:04,016 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 00:50:04,131 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 00:50:04,248 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 00:50:04,364 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 00:50:04,479 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 00:50:04,597 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 00:50:04,713 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 00:50:04,827 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 00:50:04,942 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 00:50:05,062 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 00:50:05,179 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 00:50:05,294 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.951, mIoU: 0.716
2023-07-30 00:50:05,407 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.951, mIoU: 0.716
2023-07-30 00:50:05,520 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 00:50:05,633 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-30 00:50:05,746 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-30 00:50:05,856 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-30 00:50:05,968 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-30 00:50:06,082 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-30 00:50:06,197 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-30 00:50:06,310 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-30 00:50:06,421 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-30 00:50:06,536 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-30 00:50:06,648 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-30 00:50:06,759 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-30 00:50:06,868 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-30 00:50:06,978 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-30 00:50:07,089 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-30 00:50:41,536 semantic_segmentation INFO: Iters: 63210/150000 || Lr: 0.012223 || Task Loss: 0.3026 || 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: 2 days, 11:07:48 || Estimated Time: 3 days, 9:11:15
2023-07-30 00:51:15,636 semantic_segmentation INFO: Iters: 63220/150000 || Lr: 0.012222 || Task Loss: 0.1784 || KD Loss: 0.0415|| 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, 11:08:22 || Estimated Time: 3 days, 9:10:42
2023-07-30 00:51:49,864 semantic_segmentation INFO: Iters: 63230/150000 || Lr: 0.012220 || Task Loss: 0.2147 || KD Loss: 0.0714|| 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: 2 days, 11:08:56 || Estimated Time: 3 days, 9:10:09
2023-07-30 00:52:24,090 semantic_segmentation INFO: Iters: 63240/150000 || Lr: 0.012219 || Task Loss: 0.1844 || KD Loss: 0.0499|| 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, 11:09:30 || Estimated Time: 3 days, 9:09:36
2023-07-30 00:52:58,324 semantic_segmentation INFO: Iters: 63250/150000 || Lr: 0.012218 || Task Loss: 0.2229 || KD Loss: 0.0389|| 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, 11:10:05 || Estimated Time: 3 days, 9:09:03
2023-07-30 00:53:32,546 semantic_segmentation INFO: Iters: 63260/150000 || Lr: 0.012217 || Task Loss: 0.2133 || KD Loss: 0.0632|| 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, 11:10:39 || Estimated Time: 3 days, 9:08:30
2023-07-30 00:54:06,697 semantic_segmentation INFO: Iters: 63270/150000 || Lr: 0.012215 || Task Loss: 0.2073 || KD Loss: 0.0592|| 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: 2 days, 11:11:13 || Estimated Time: 3 days, 9:07:57
2023-07-30 00:54:40,794 semantic_segmentation INFO: Iters: 63280/150000 || Lr: 0.012214 || Task Loss: 0.2159 || KD Loss: 0.0617|| 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, 11:11:47 || Estimated Time: 3 days, 9:07:24
2023-07-30 00:55:15,057 semantic_segmentation INFO: Iters: 63290/150000 || Lr: 0.012213 || Task Loss: 0.2201 || KD Loss: 0.0513|| 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, 11:12:21 || Estimated Time: 3 days, 9:06:51
2023-07-30 00:55:49,202 semantic_segmentation INFO: Iters: 63300/150000 || Lr: 0.012212 || Task Loss: 0.2088 || KD Loss: 0.0641|| 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: 2 days, 11:12:56 || Estimated Time: 3 days, 9:06:18
2023-07-30 00:56:23,351 semantic_segmentation INFO: Iters: 63310/150000 || Lr: 0.012210 || Task Loss: 0.2404 || KD Loss: 0.0661|| 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: 2 days, 11:13:30 || Estimated Time: 3 days, 9:05:45
2023-07-30 00:56:57,514 semantic_segmentation INFO: Iters: 63320/150000 || Lr: 0.012209 || Task Loss: 0.2542 || KD Loss: 0.0753|| 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: 2 days, 11:14:04 || Estimated Time: 3 days, 9:05:12
2023-07-30 00:57:31,573 semantic_segmentation INFO: Iters: 63330/150000 || Lr: 0.012208 || Task Loss: 0.2019 || KD Loss: 0.0458|| 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, 11:14:38 || Estimated Time: 3 days, 9:04:39
2023-07-30 00:58:05,780 semantic_segmentation INFO: Iters: 63340/150000 || Lr: 0.012206 || Task Loss: 0.1188 || KD Loss: 0.0293|| 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, 11:15:12 || Estimated Time: 3 days, 9:04:06
2023-07-30 00:58:40,007 semantic_segmentation INFO: Iters: 63350/150000 || Lr: 0.012205 || Task Loss: 0.2562 || KD Loss: 0.0985|| 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: 2 days, 11:15:46 || Estimated Time: 3 days, 9:03:33
2023-07-30 00:59:14,095 semantic_segmentation INFO: Iters: 63360/150000 || Lr: 0.012204 || Task Loss: 0.1414 || KD Loss: 0.0446|| 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, 11:16:20 || Estimated Time: 3 days, 9:03:00
2023-07-30 00:59:48,370 semantic_segmentation INFO: Iters: 63370/150000 || Lr: 0.012203 || Task Loss: 0.1881 || KD Loss: 0.0558|| 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, 11:16:55 || Estimated Time: 3 days, 9:02:27
2023-07-30 01:00:22,399 semantic_segmentation INFO: Iters: 63380/150000 || Lr: 0.012201 || Task Loss: 0.1744 || KD Loss: 0.0418|| 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: 2 days, 11:17:29 || Estimated Time: 3 days, 9:01:54
2023-07-30 01:00:56,494 semantic_segmentation INFO: Iters: 63390/150000 || Lr: 0.012200 || Task Loss: 0.2387 || KD Loss: 0.0703|| 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: 2 days, 11:18:03 || Estimated Time: 3 days, 9:01:21
2023-07-30 01:01:30,975 semantic_segmentation INFO: Iters: 63400/150000 || Lr: 0.012199 || Task Loss: 0.1780 || KD Loss: 0.0965|| 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: 2 days, 11:18:37 || Estimated Time: 3 days, 9:00:48
2023-07-30 01:02:05,143 semantic_segmentation INFO: Iters: 63410/150000 || Lr: 0.012198 || Task Loss: 0.1829 || KD Loss: 0.0651|| 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: 2 days, 11:19:11 || Estimated Time: 3 days, 9:00:15
2023-07-30 01:02:39,294 semantic_segmentation INFO: Iters: 63420/150000 || Lr: 0.012196 || Task Loss: 0.3040 || KD Loss: 0.0867|| 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, 11:19:46 || Estimated Time: 3 days, 8:59:42
2023-07-30 01:03:13,375 semantic_segmentation INFO: Iters: 63430/150000 || Lr: 0.012195 || Task Loss: 0.2172 || KD Loss: 0.0791|| 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: 2 days, 11:20:20 || Estimated Time: 3 days, 8:59:09
2023-07-30 01:03:47,509 semantic_segmentation INFO: Iters: 63440/150000 || Lr: 0.012194 || Task Loss: 0.1989 || KD Loss: 0.0489|| 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: 2 days, 11:20:54 || Estimated Time: 3 days, 8:58:36
2023-07-30 01:04:21,692 semantic_segmentation INFO: Iters: 63450/150000 || Lr: 0.012192 || Task Loss: 0.2711 || KD Loss: 0.0601|| 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: 2 days, 11:21:28 || Estimated Time: 3 days, 8:58:03
2023-07-30 01:04:55,838 semantic_segmentation INFO: Iters: 63460/150000 || Lr: 0.012191 || Task Loss: 0.1581 || KD Loss: 0.0699|| 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, 11:22:02 || Estimated Time: 3 days, 8:57:30
2023-07-30 01:05:29,864 semantic_segmentation INFO: Iters: 63470/150000 || Lr: 0.012190 || Task Loss: 0.2579 || KD Loss: 0.0533|| 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, 11:22:36 || Estimated Time: 3 days, 8:56:57
2023-07-30 01:06:04,069 semantic_segmentation INFO: Iters: 63480/150000 || Lr: 0.012189 || Task Loss: 0.2403 || KD Loss: 0.0770|| 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: 2 days, 11:23:10 || Estimated Time: 3 days, 8:56:24
2023-07-30 01:06:38,284 semantic_segmentation INFO: Iters: 63490/150000 || Lr: 0.012187 || Task Loss: 0.1495 || KD Loss: 0.0347|| 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: 2 days, 11:23:45 || Estimated Time: 3 days, 8:55:51
2023-07-30 01:07:12,301 semantic_segmentation INFO: Iters: 63500/150000 || Lr: 0.012186 || Task Loss: 0.1836 || KD Loss: 0.0468|| 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, 11:24:19 || Estimated Time: 3 days, 8:55:18
2023-07-30 01:07:50,073 semantic_segmentation INFO: Iters: 63510/150000 || Lr: 0.012185 || Task Loss: 0.1785 || KD Loss: 0.0396|| 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: 2 days, 11:24:56 || Estimated Time: 3 days, 8:54:50
2023-07-30 01:08:24,053 semantic_segmentation INFO: Iters: 63520/150000 || Lr: 0.012184 || Task Loss: 0.2147 || KD Loss: 0.0400|| 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: 2 days, 11:25:30 || Estimated Time: 3 days, 8:54:16
2023-07-30 01:08:58,146 semantic_segmentation INFO: Iters: 63530/150000 || Lr: 0.012182 || Task Loss: 0.1970 || KD Loss: 0.0579|| 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, 11:26:05 || Estimated Time: 3 days, 8:53:43
2023-07-30 01:09:32,285 semantic_segmentation INFO: Iters: 63540/150000 || Lr: 0.012181 || Task Loss: 0.2168 || KD Loss: 0.0511|| 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, 11:26:39 || Estimated Time: 3 days, 8:53:10
2023-07-30 01:10:06,449 semantic_segmentation INFO: Iters: 63550/150000 || Lr: 0.012180 || Task Loss: 0.2544 || KD Loss: 0.0704|| 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, 11:27:13 || Estimated Time: 3 days, 8:52:37
2023-07-30 01:10:40,613 semantic_segmentation INFO: Iters: 63560/150000 || Lr: 0.012179 || Task Loss: 0.1933 || KD Loss: 0.0603|| 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, 11:27:47 || Estimated Time: 3 days, 8:52:04
2023-07-30 01:11:14,674 semantic_segmentation INFO: Iters: 63570/150000 || Lr: 0.012177 || Task Loss: 0.2179 || KD Loss: 0.0583|| 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, 11:28:21 || Estimated Time: 3 days, 8:51:31
2023-07-30 01:11:48,667 semantic_segmentation INFO: Iters: 63580/150000 || Lr: 0.012176 || Task Loss: 0.1795 || KD Loss: 0.0492|| 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: 2 days, 11:28:55 || Estimated Time: 3 days, 8:50:58
2023-07-30 01:12:22,796 semantic_segmentation INFO: Iters: 63590/150000 || Lr: 0.012175 || Task Loss: 0.2464 || KD Loss: 0.0573|| 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: 2 days, 11:29:29 || Estimated Time: 3 days, 8:50:25
2023-07-30 01:12:56,920 semantic_segmentation INFO: Iters: 63600/150000 || Lr: 0.012173 || Task Loss: 0.1373 || KD Loss: 0.0319|| 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, 11:30:03 || Estimated Time: 3 days, 8:49:52
2023-07-30 01:13:31,384 semantic_segmentation INFO: Iters: 63610/150000 || Lr: 0.012172 || Task Loss: 0.2345 || KD Loss: 0.0576|| 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: 2 days, 11:30:38 || Estimated Time: 3 days, 8:49:19
2023-07-30 01:14:05,521 semantic_segmentation INFO: Iters: 63620/150000 || Lr: 0.012171 || Task Loss: 0.2640 || KD Loss: 0.0628|| 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: 2 days, 11:31:12 || Estimated Time: 3 days, 8:48:46
2023-07-30 01:14:39,667 semantic_segmentation INFO: Iters: 63630/150000 || Lr: 0.012170 || Task Loss: 0.1757 || KD Loss: 0.0537|| 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, 11:31:46 || Estimated Time: 3 days, 8:48:13
2023-07-30 01:15:13,811 semantic_segmentation INFO: Iters: 63640/150000 || Lr: 0.012168 || Task Loss: 0.2215 || KD Loss: 0.0488|| 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: 2 days, 11:32:20 || Estimated Time: 3 days, 8:47:40
2023-07-30 01:15:47,825 semantic_segmentation INFO: Iters: 63650/150000 || Lr: 0.012167 || Task Loss: 0.2199 || KD Loss: 0.0453|| 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: 2 days, 11:32:54 || Estimated Time: 3 days, 8:47:07
2023-07-30 01:16:22,250 semantic_segmentation INFO: Iters: 63660/150000 || Lr: 0.012166 || Task Loss: 0.2144 || KD Loss: 0.0619|| 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, 11:33:29 || Estimated Time: 3 days, 8:46:34
2023-07-30 01:16:56,306 semantic_segmentation INFO: Iters: 63670/150000 || Lr: 0.012165 || Task Loss: 0.2127 || KD Loss: 0.0571|| 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: 2 days, 11:34:03 || Estimated Time: 3 days, 8:46:01
2023-07-30 01:17:30,465 semantic_segmentation INFO: Iters: 63680/150000 || Lr: 0.012163 || Task Loss: 0.1570 || KD Loss: 0.0351|| 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: 2 days, 11:34:37 || Estimated Time: 3 days, 8:45:28
2023-07-30 01:18:04,641 semantic_segmentation INFO: Iters: 63690/150000 || Lr: 0.012162 || Task Loss: 0.1853 || KD Loss: 0.0535|| 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, 11:35:11 || Estimated Time: 3 days, 8:44:55
2023-07-30 01:18:38,661 semantic_segmentation INFO: Iters: 63700/150000 || Lr: 0.012161 || Task Loss: 0.2557 || KD Loss: 0.0582|| 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: 2 days, 11:35:45 || Estimated Time: 3 days, 8:44:22
2023-07-30 01:19:12,882 semantic_segmentation INFO: Iters: 63710/150000 || Lr: 0.012160 || Task Loss: 0.2263 || KD Loss: 0.0585|| 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: 2 days, 11:36:19 || Estimated Time: 3 days, 8:43:49
2023-07-30 01:19:46,872 semantic_segmentation INFO: Iters: 63720/150000 || Lr: 0.012158 || Task Loss: 0.2081 || KD Loss: 0.0577|| 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, 11:36:53 || Estimated Time: 3 days, 8:43:15
2023-07-30 01:20:21,065 semantic_segmentation INFO: Iters: 63730/150000 || Lr: 0.012157 || Task Loss: 0.3352 || KD Loss: 0.0768|| 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: 2 days, 11:37:27 || Estimated Time: 3 days, 8:42:42
2023-07-30 01:20:55,201 semantic_segmentation INFO: Iters: 63740/150000 || Lr: 0.012156 || Task Loss: 0.1421 || KD Loss: 0.0416|| 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: 2 days, 11:38:02 || Estimated Time: 3 days, 8:42:09
2023-07-30 01:21:29,489 semantic_segmentation INFO: Iters: 63750/150000 || Lr: 0.012154 || Task Loss: 0.3064 || KD Loss: 0.0603|| 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, 11:38:36 || Estimated Time: 3 days, 8:41:36
2023-07-30 01:22:03,682 semantic_segmentation INFO: Iters: 63760/150000 || Lr: 0.012153 || Task Loss: 0.1807 || KD Loss: 0.0499|| 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: 2 days, 11:39:10 || Estimated Time: 3 days, 8:41:03
2023-07-30 01:22:37,833 semantic_segmentation INFO: Iters: 63770/150000 || Lr: 0.012152 || Task Loss: 0.1811 || KD Loss: 0.0451|| 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, 11:39:44 || Estimated Time: 3 days, 8:40:30
2023-07-30 01:23:12,021 semantic_segmentation INFO: Iters: 63780/150000 || Lr: 0.012151 || Task Loss: 0.2414 || KD Loss: 0.0544|| 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: 2 days, 11:40:18 || Estimated Time: 3 days, 8:39:57
2023-07-30 01:23:46,152 semantic_segmentation INFO: Iters: 63790/150000 || Lr: 0.012149 || Task Loss: 0.1672 || KD Loss: 0.0439|| 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, 11:40:53 || Estimated Time: 3 days, 8:39:24
2023-07-30 01:24:20,310 semantic_segmentation INFO: Iters: 63800/150000 || Lr: 0.012148 || Task Loss: 0.1723 || KD Loss: 0.0525|| 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: 2 days, 11:41:27 || Estimated Time: 3 days, 8:38:51
2023-07-30 01:24:54,441 semantic_segmentation INFO: Iters: 63810/150000 || Lr: 0.012147 || Task Loss: 0.2259 || KD Loss: 0.0629|| 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: 2 days, 11:42:01 || Estimated Time: 3 days, 8:38:18
2023-07-30 01:25:28,608 semantic_segmentation INFO: Iters: 63820/150000 || Lr: 0.012146 || Task Loss: 0.1978 || KD Loss: 0.0400|| 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, 11:42:35 || Estimated Time: 3 days, 8:37:45
2023-07-30 01:26:02,733 semantic_segmentation INFO: Iters: 63830/150000 || Lr: 0.012144 || Task Loss: 0.1595 || KD Loss: 0.0384|| 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: 2 days, 11:43:09 || Estimated Time: 3 days, 8:37:12
2023-07-30 01:26:36,884 semantic_segmentation INFO: Iters: 63840/150000 || Lr: 0.012143 || Task Loss: 0.2660 || KD Loss: 0.0660|| 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: 2 days, 11:43:43 || Estimated Time: 3 days, 8:36:39
2023-07-30 01:27:11,235 semantic_segmentation INFO: Iters: 63850/150000 || Lr: 0.012142 || Task Loss: 0.1529 || KD Loss: 0.0534|| 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, 11:44:18 || Estimated Time: 3 days, 8:36:06
2023-07-30 01:27:45,563 semantic_segmentation INFO: Iters: 63860/150000 || Lr: 0.012141 || Task Loss: 0.2004 || KD Loss: 0.0597|| 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: 2 days, 11:44:52 || Estimated Time: 3 days, 8:35:34
2023-07-30 01:28:19,933 semantic_segmentation INFO: Iters: 63870/150000 || Lr: 0.012139 || Task Loss: 0.1884 || KD Loss: 0.0496|| 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: 2 days, 11:45:26 || Estimated Time: 3 days, 8:35:01
2023-07-30 01:28:54,105 semantic_segmentation INFO: Iters: 63880/150000 || Lr: 0.012138 || Task Loss: 0.3472 || KD Loss: 0.1504|| 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: 2 days, 11:46:00 || Estimated Time: 3 days, 8:34:28
2023-07-30 01:29:28,237 semantic_segmentation INFO: Iters: 63890/150000 || Lr: 0.012137 || Task Loss: 0.2249 || KD Loss: 0.0618|| 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: 2 days, 11:46:35 || Estimated Time: 3 days, 8:33:55
2023-07-30 01:30:02,356 semantic_segmentation INFO: Iters: 63900/150000 || Lr: 0.012135 || Task Loss: 0.1444 || KD Loss: 0.0446|| 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, 11:47:09 || Estimated Time: 3 days, 8:33:22
2023-07-30 01:30:36,679 semantic_segmentation INFO: Iters: 63910/150000 || Lr: 0.012134 || Task Loss: 0.3600 || KD Loss: 0.1722|| 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, 11:47:43 || Estimated Time: 3 days, 8:32:49
2023-07-30 01:31:10,907 semantic_segmentation INFO: Iters: 63920/150000 || Lr: 0.012133 || Task Loss: 0.1843 || KD Loss: 0.0394|| 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, 11:48:17 || Estimated Time: 3 days, 8:32:16
2023-07-30 01:31:44,907 semantic_segmentation INFO: Iters: 63930/150000 || Lr: 0.012132 || Task Loss: 0.2211 || KD Loss: 0.0515|| 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: 2 days, 11:48:51 || Estimated Time: 3 days, 8:31:43
2023-07-30 01:32:19,060 semantic_segmentation INFO: Iters: 63940/150000 || Lr: 0.012130 || Task Loss: 0.1929 || KD Loss: 0.0612|| 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: 2 days, 11:49:25 || Estimated Time: 3 days, 8:31:09
2023-07-30 01:32:53,115 semantic_segmentation INFO: Iters: 63950/150000 || Lr: 0.012129 || Task Loss: 0.1841 || KD Loss: 0.0495|| 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: 2 days, 11:49:59 || Estimated Time: 3 days, 8:30:36
2023-07-30 01:33:30,659 semantic_segmentation INFO: Iters: 63960/150000 || Lr: 0.012128 || Task Loss: 0.2122 || KD Loss: 0.0439|| 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, 11:50:37 || Estimated Time: 3 days, 8:30:08
2023-07-30 01:34:04,817 semantic_segmentation INFO: Iters: 63970/150000 || Lr: 0.012127 || Task Loss: 0.2317 || KD Loss: 0.0578|| 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: 2 days, 11:51:11 || Estimated Time: 3 days, 8:29:35
2023-07-30 01:34:38,970 semantic_segmentation INFO: Iters: 63980/150000 || Lr: 0.012125 || Task Loss: 0.4828 || KD Loss: 0.1746|| 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: 2 days, 11:51:45 || Estimated Time: 3 days, 8:29:02
2023-07-30 01:35:13,172 semantic_segmentation INFO: Iters: 63990/150000 || Lr: 0.012124 || Task Loss: 0.3136 || KD Loss: 0.0729|| 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: 2 days, 11:52:20 || Estimated Time: 3 days, 8:28:29
2023-07-30 01:35:47,360 semantic_segmentation INFO: Iters: 64000/150000 || Lr: 0.012123 || Task Loss: 0.2016 || KD Loss: 0.0608|| 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: 2 days, 11:52:54 || Estimated Time: 3 days, 8:27:56
2023-07-30 01:35:47,428 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 01:35:48,314 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.929, mIoU: 0.379
2023-07-30 01:35:48,421 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.954, mIoU: 0.473
2023-07-30 01:35:48,535 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.960, mIoU: 0.486
2023-07-30 01:35:48,653 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.962, mIoU: 0.517
2023-07-30 01:35:48,764 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.964, mIoU: 0.511
2023-07-30 01:35:48,877 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.515
2023-07-30 01:35:48,984 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.563
2023-07-30 01:35:49,089 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.599
2023-07-30 01:35:49,196 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.626
2023-07-30 01:35:49,305 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.959, mIoU: 0.665
2023-07-30 01:35:49,416 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.959, mIoU: 0.676
2023-07-30 01:35:49,533 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.687
2023-07-30 01:35:49,650 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.679
2023-07-30 01:35:49,765 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.951, mIoU: 0.656
2023-07-30 01:35:49,879 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.950, mIoU: 0.660
2023-07-30 01:35:49,991 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.948, mIoU: 0.651
2023-07-30 01:35:50,102 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.948, mIoU: 0.653
2023-07-30 01:35:50,210 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.948, mIoU: 0.659
2023-07-30 01:35:50,325 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.947, mIoU: 0.666
2023-07-30 01:35:50,442 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.948, mIoU: 0.672
2023-07-30 01:35:50,566 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.674
2023-07-30 01:35:50,682 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.948, mIoU: 0.693
2023-07-30 01:35:50,800 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-30 01:35:50,917 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.696
2023-07-30 01:35:51,032 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-30 01:35:51,145 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-30 01:35:51,257 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.698
2023-07-30 01:35:51,374 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-30 01:35:51,494 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.693
2023-07-30 01:35:51,608 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.681
2023-07-30 01:35:51,720 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.942, mIoU: 0.679
2023-07-30 01:35:51,835 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.677
2023-07-30 01:35:51,946 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-30 01:35:52,054 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.942, mIoU: 0.680
2023-07-30 01:35:52,162 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.681
2023-07-30 01:35:52,271 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.942, mIoU: 0.681
2023-07-30 01:35:52,403 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.678
2023-07-30 01:35:52,548 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.940, mIoU: 0.676
2023-07-30 01:35:52,680 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.940, mIoU: 0.670
2023-07-30 01:35:52,812 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.940, mIoU: 0.671
2023-07-30 01:35:52,942 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.941, mIoU: 0.669
2023-07-30 01:35:53,070 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.941, mIoU: 0.669
2023-07-30 01:35:53,196 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.941, mIoU: 0.669
2023-07-30 01:35:53,322 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.942, mIoU: 0.671
2023-07-30 01:35:53,444 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.670
2023-07-30 01:35:53,571 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.671
2023-07-30 01:35:53,691 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-30 01:35:53,813 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.943, mIoU: 0.671
2023-07-30 01:35:53,932 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.944, mIoU: 0.675
2023-07-30 01:35:54,050 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-30 01:35:54,165 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.944, mIoU: 0.679
2023-07-30 01:35:54,284 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-30 01:35:54,401 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.942, mIoU: 0.681
2023-07-30 01:35:54,517 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.942, mIoU: 0.683
2023-07-30 01:35:54,635 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.941, mIoU: 0.682
2023-07-30 01:35:54,753 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.941, mIoU: 0.687
2023-07-30 01:35:54,866 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.941, mIoU: 0.687
2023-07-30 01:35:54,981 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.941, mIoU: 0.694
2023-07-30 01:35:55,095 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.941, mIoU: 0.693
2023-07-30 01:35:55,208 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.940, mIoU: 0.692
2023-07-30 01:35:55,324 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.940, mIoU: 0.693
2023-07-30 01:35:55,438 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.940, mIoU: 0.695
2023-07-30 01:35:55,555 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.940, mIoU: 0.694
2023-07-30 01:35:55,669 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.939, mIoU: 0.695
2023-07-30 01:35:55,785 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.939, mIoU: 0.697
2023-07-30 01:35:55,899 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.939, mIoU: 0.696
2023-07-30 01:35:56,012 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.938, mIoU: 0.696
2023-07-30 01:35:56,127 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.938, mIoU: 0.697
2023-07-30 01:35:56,238 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.938, mIoU: 0.696
2023-07-30 01:35:56,352 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.938, mIoU: 0.695
2023-07-30 01:35:56,462 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.939, mIoU: 0.696
2023-07-30 01:35:56,577 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.939, mIoU: 0.694
2023-07-30 01:35:56,692 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.939, mIoU: 0.692
2023-07-30 01:35:56,810 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.939, mIoU: 0.692
2023-07-30 01:35:56,923 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.939, mIoU: 0.694
2023-07-30 01:35:57,035 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.939, mIoU: 0.694
2023-07-30 01:35:57,147 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.939, mIoU: 0.693
2023-07-30 01:35:57,260 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.939, mIoU: 0.693
2023-07-30 01:35:57,370 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.939, mIoU: 0.693
2023-07-30 01:35:57,480 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.939, mIoU: 0.694
2023-07-30 01:35:57,591 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.939, mIoU: 0.695
2023-07-30 01:35:57,707 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.939, mIoU: 0.695
2023-07-30 01:35:57,831 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.939, mIoU: 0.694
2023-07-30 01:35:57,950 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.938, mIoU: 0.693
2023-07-30 01:35:58,069 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.936, mIoU: 0.688
2023-07-30 01:35:58,189 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.936, mIoU: 0.689
2023-07-30 01:35:58,311 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.936, mIoU: 0.689
2023-07-30 01:35:58,428 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.936, mIoU: 0.689
2023-07-30 01:35:58,553 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.936, mIoU: 0.687
2023-07-30 01:35:58,673 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.936, mIoU: 0.687
2023-07-30 01:35:58,789 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.936, mIoU: 0.687
2023-07-30 01:35:58,905 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-30 01:35:59,022 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.937, mIoU: 0.709
2023-07-30 01:35:59,138 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.937, mIoU: 0.710
2023-07-30 01:35:59,254 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.937, mIoU: 0.710
2023-07-30 01:35:59,368 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.937, mIoU: 0.710
2023-07-30 01:35:59,484 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.937, mIoU: 0.710
2023-07-30 01:35:59,599 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.937, mIoU: 0.710
2023-07-30 01:35:59,718 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-30 01:35:59,834 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-30 01:35:59,949 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-30 01:36:00,063 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-30 01:36:00,180 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-30 01:36:00,297 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-30 01:36:00,411 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-30 01:36:00,527 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-30 01:36:00,643 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.936, mIoU: 0.710
2023-07-30 01:36:00,758 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-30 01:36:00,872 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-30 01:36:00,986 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-30 01:36:01,099 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-30 01:36:01,212 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-30 01:36:01,328 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-30 01:36:01,442 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-30 01:36:01,557 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-30 01:36:01,676 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.935, mIoU: 0.708
2023-07-30 01:36:01,787 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-30 01:36:01,900 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.935, mIoU: 0.705
2023-07-30 01:36:02,016 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-30 01:36:02,134 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-30 01:36:02,246 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-30 01:36:02,358 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.934, mIoU: 0.700
2023-07-30 01:36:02,469 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.934, mIoU: 0.700
2023-07-30 01:36:02,581 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-30 01:36:02,696 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.934, mIoU: 0.701
2023-07-30 01:36:02,807 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-30 01:36:02,915 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-30 01:36:03,025 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-30 01:36:03,136 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-30 01:36:03,251 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-30 01:36:03,369 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-30 01:36:03,482 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.934, mIoU: 0.699
2023-07-30 01:36:03,596 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.934, mIoU: 0.698
2023-07-30 01:36:03,712 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.935, mIoU: 0.698
2023-07-30 01:36:03,826 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.935, mIoU: 0.696
2023-07-30 01:36:03,934 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.935, mIoU: 0.696
2023-07-30 01:36:04,044 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.935, mIoU: 0.697
2023-07-30 01:36:04,156 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.935, mIoU: 0.695
2023-07-30 01:36:04,275 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.934, mIoU: 0.694
2023-07-30 01:36:04,392 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.934, mIoU: 0.696
2023-07-30 01:36:04,503 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.934, mIoU: 0.696
2023-07-30 01:36:04,615 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.934, mIoU: 0.695
2023-07-30 01:36:04,733 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.934, mIoU: 0.695
2023-07-30 01:36:04,849 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.934, mIoU: 0.695
2023-07-30 01:36:04,958 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.934, mIoU: 0.694
2023-07-30 01:36:05,070 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.935, mIoU: 0.698
2023-07-30 01:36:05,180 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.935, mIoU: 0.698
2023-07-30 01:36:05,292 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.935, mIoU: 0.697
2023-07-30 01:36:05,411 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.934, mIoU: 0.697
2023-07-30 01:36:05,523 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.935, mIoU: 0.696
2023-07-30 01:36:05,634 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.935, mIoU: 0.697
2023-07-30 01:36:05,747 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.935, mIoU: 0.698
2023-07-30 01:36:05,855 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.935, mIoU: 0.698
2023-07-30 01:36:05,960 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.935, mIoU: 0.698
2023-07-30 01:36:06,067 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.935, mIoU: 0.699
2023-07-30 01:36:06,171 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.935, mIoU: 0.699
2023-07-30 01:36:06,277 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.935, mIoU: 0.699
2023-07-30 01:36:06,383 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.935, mIoU: 0.699
2023-07-30 01:36:06,487 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.935, mIoU: 0.698
2023-07-30 01:36:06,594 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.935, mIoU: 0.698
2023-07-30 01:36:06,703 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.935, mIoU: 0.697
2023-07-30 01:36:06,817 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.934, mIoU: 0.695
2023-07-30 01:36:06,932 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.934, mIoU: 0.695
2023-07-30 01:36:07,051 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.934, mIoU: 0.695
2023-07-30 01:36:07,168 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.934, mIoU: 0.695
2023-07-30 01:36:07,284 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.935, mIoU: 0.694
2023-07-30 01:36:07,400 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.935, mIoU: 0.695
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2023-07-30 01:36:29,993 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.939, mIoU: 0.688
2023-07-30 01:36:30,121 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.939, mIoU: 0.689
2023-07-30 01:36:30,244 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.939, mIoU: 0.689
2023-07-30 01:36:30,365 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.939, mIoU: 0.689
2023-07-30 01:36:30,485 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.939, mIoU: 0.689
2023-07-30 01:36:30,605 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.939, mIoU: 0.689
2023-07-30 01:36:30,724 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.939, mIoU: 0.690
2023-07-30 01:36:30,845 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.940, mIoU: 0.690
2023-07-30 01:36:30,961 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.940, mIoU: 0.690
2023-07-30 01:36:31,081 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.940, mIoU: 0.689
2023-07-30 01:36:31,197 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.940, mIoU: 0.690
2023-07-30 01:36:31,313 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.940, mIoU: 0.689
2023-07-30 01:36:31,430 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.940, mIoU: 0.689
2023-07-30 01:36:31,545 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.940, mIoU: 0.689
2023-07-30 01:36:31,660 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.940, mIoU: 0.690
2023-07-30 01:36:31,775 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.940, mIoU: 0.690
2023-07-30 01:36:31,892 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.940, mIoU: 0.690
2023-07-30 01:36:32,005 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.940, mIoU: 0.690
2023-07-30 01:36:32,129 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.940, mIoU: 0.691
2023-07-30 01:36:32,245 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.940, mIoU: 0.691
2023-07-30 01:36:32,365 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.940, mIoU: 0.691
2023-07-30 01:36:32,484 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.940, mIoU: 0.691
2023-07-30 01:36:32,599 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.940, mIoU: 0.692
2023-07-30 01:36:32,713 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.941, mIoU: 0.692
2023-07-30 01:36:32,827 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.941, mIoU: 0.692
2023-07-30 01:36:32,944 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.941, mIoU: 0.692
2023-07-30 01:36:33,063 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.941, mIoU: 0.692
2023-07-30 01:36:33,182 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.941, mIoU: 0.693
2023-07-30 01:36:33,296 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.941, mIoU: 0.693
2023-07-30 01:36:33,412 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.941, mIoU: 0.693
2023-07-30 01:36:33,521 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.941, mIoU: 0.693
2023-07-30 01:36:33,628 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.941, mIoU: 0.693
2023-07-30 01:36:33,740 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.941, mIoU: 0.693
2023-07-30 01:36:33,857 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.941, mIoU: 0.693
2023-07-30 01:36:33,974 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.941, mIoU: 0.693
2023-07-30 01:36:34,093 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.941, mIoU: 0.693
2023-07-30 01:36:34,212 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.942, mIoU: 0.693
2023-07-30 01:36:34,331 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.942, mIoU: 0.693
2023-07-30 01:36:34,446 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.942, mIoU: 0.693
2023-07-30 01:36:34,562 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.942, mIoU: 0.693
2023-07-30 01:36:34,673 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.942, mIoU: 0.693
2023-07-30 01:36:34,789 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.942, mIoU: 0.694
2023-07-30 01:36:34,909 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.942, mIoU: 0.694
2023-07-30 01:36:35,025 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.942, mIoU: 0.694
2023-07-30 01:36:35,141 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.942, mIoU: 0.694
2023-07-30 01:36:35,253 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.942, mIoU: 0.694
2023-07-30 01:36:35,364 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.942, mIoU: 0.694
2023-07-30 01:36:35,471 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-30 01:36:35,579 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-30 01:36:35,691 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-30 01:36:35,806 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-30 01:36:35,927 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-30 01:36:36,039 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-30 01:36:36,152 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-30 01:36:36,264 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 01:36:36,377 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 01:36:36,485 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 01:36:36,593 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 01:36:36,698 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 01:36:36,804 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 01:36:36,910 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 01:36:37,016 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 01:36:37,120 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 01:36:37,232 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 01:36:37,348 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 01:36:37,463 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 01:36:37,579 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 01:36:37,695 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 01:36:37,808 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 01:36:37,919 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 01:36:38,029 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 01:36:38,140 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-30 01:36:38,266 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-30 01:36:38,397 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.944, mIoU: 0.696
2023-07-30 01:36:38,524 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 01:36:38,650 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 01:36:38,774 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 01:36:38,898 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 01:36:39,020 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 01:36:39,144 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 01:36:39,270 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 01:36:39,390 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 01:36:39,512 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 01:36:39,631 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 01:36:39,752 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 01:36:39,872 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 01:36:39,992 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 01:36:40,109 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 01:36:40,234 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 01:36:40,350 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 01:36:40,465 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.945, mIoU: 0.697
2023-07-30 01:36:40,580 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-30 01:36:40,695 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-30 01:36:40,810 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-30 01:36:40,927 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-30 01:36:41,043 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-30 01:36:41,156 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-30 01:36:41,277 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-30 01:36:41,392 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 01:36:41,508 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 01:36:41,621 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 01:36:41,734 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 01:36:41,849 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 01:36:41,966 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 01:36:42,085 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 01:36:42,199 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 01:36:42,318 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 01:36:42,431 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 01:36:42,542 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 01:36:42,652 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 01:36:42,764 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 01:36:42,879 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 01:36:42,992 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 01:36:43,103 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 01:36:43,217 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-30 01:36:43,337 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-30 01:36:43,452 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-30 01:36:43,567 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-30 01:36:43,676 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 01:36:43,788 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-30 01:36:43,902 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-30 01:36:44,014 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-30 01:36:44,126 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-30 01:36:44,237 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.945, mIoU: 0.702
2023-07-30 01:36:44,354 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.945, mIoU: 0.702
2023-07-30 01:36:44,463 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 01:36:44,571 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 01:36:44,674 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 01:36:44,778 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 01:36:44,882 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 01:36:44,984 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 01:36:45,088 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 01:36:45,191 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 01:36:45,295 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 01:36:45,400 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 01:36:45,503 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 01:36:45,605 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 01:37:20,035 semantic_segmentation INFO: Iters: 64010/150000 || Lr: 0.012121 || Task Loss: 0.2874 || KD Loss: 0.0808|| 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, 11:54:26 || Estimated Time: 3 days, 8:28:41
2023-07-30 01:37:54,099 semantic_segmentation INFO: Iters: 64020/150000 || Lr: 0.012120 || Task Loss: 0.1777 || KD Loss: 0.0697|| 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 days, 11:55:00 || Estimated Time: 3 days, 8:28:08
2023-07-30 01:38:28,174 semantic_segmentation INFO: Iters: 64030/150000 || Lr: 0.012119 || Task Loss: 0.2155 || KD Loss: 0.0551|| 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: 2 days, 11:55:35 || Estimated Time: 3 days, 8:27:35
2023-07-30 01:39:02,226 semantic_segmentation INFO: Iters: 64040/150000 || Lr: 0.012118 || Task Loss: 0.2303 || KD Loss: 0.0492|| 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: 2 days, 11:56:09 || Estimated Time: 3 days, 8:27:02
2023-07-30 01:39:36,563 semantic_segmentation INFO: Iters: 64050/150000 || Lr: 0.012116 || Task Loss: 0.2249 || KD Loss: 0.0593|| 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, 11:56:43 || Estimated Time: 3 days, 8:26:29
2023-07-30 01:40:10,711 semantic_segmentation INFO: Iters: 64060/150000 || Lr: 0.012115 || Task Loss: 0.3264 || KD Loss: 0.0719|| 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 days, 11:57:17 || Estimated Time: 3 days, 8:25:56
2023-07-30 01:40:44,763 semantic_segmentation INFO: Iters: 64070/150000 || Lr: 0.012114 || Task Loss: 0.1652 || KD Loss: 0.0980|| 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, 11:57:51 || Estimated Time: 3 days, 8:25:23
2023-07-30 01:41:19,413 semantic_segmentation INFO: Iters: 64080/150000 || Lr: 0.012113 || Task Loss: 0.1902 || KD Loss: 0.0578|| 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, 11:58:26 || Estimated Time: 3 days, 8:24:50
2023-07-30 01:41:53,517 semantic_segmentation INFO: Iters: 64090/150000 || Lr: 0.012111 || Task Loss: 0.2243 || KD Loss: 0.0577|| 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: 2 days, 11:59:00 || Estimated Time: 3 days, 8:24:17
2023-07-30 01:42:27,699 semantic_segmentation INFO: Iters: 64100/150000 || Lr: 0.012110 || Task Loss: 0.2404 || KD Loss: 0.0927|| 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: 2 days, 11:59:34 || Estimated Time: 3 days, 8:23:44
2023-07-30 01:43:01,854 semantic_segmentation INFO: Iters: 64110/150000 || Lr: 0.012109 || Task Loss: 0.1944 || KD Loss: 0.0502|| 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: 2 days, 12:00:08 || Estimated Time: 3 days, 8:23:11
2023-07-30 01:43:35,928 semantic_segmentation INFO: Iters: 64120/150000 || Lr: 0.012108 || Task Loss: 0.1569 || KD Loss: 0.0398|| 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: 2 days, 12:00:42 || Estimated Time: 3 days, 8:22:38
2023-07-30 01:44:10,161 semantic_segmentation INFO: Iters: 64130/150000 || Lr: 0.012106 || Task Loss: 0.2091 || KD Loss: 0.0765|| 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: 2 days, 12:01:17 || Estimated Time: 3 days, 8:22:05
2023-07-30 01:44:44,337 semantic_segmentation INFO: Iters: 64140/150000 || Lr: 0.012105 || Task Loss: 0.2377 || KD Loss: 0.0535|| 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: 2 days, 12:01:51 || Estimated Time: 3 days, 8:21:32
2023-07-30 01:45:18,462 semantic_segmentation INFO: Iters: 64150/150000 || Lr: 0.012104 || Task Loss: 0.2372 || KD Loss: 0.0745|| 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: 2 days, 12:02:25 || Estimated Time: 3 days, 8:20:59
2023-07-30 01:45:52,582 semantic_segmentation INFO: Iters: 64160/150000 || Lr: 0.012102 || Task Loss: 0.2550 || KD Loss: 0.0569|| 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: 2 days, 12:02:59 || Estimated Time: 3 days, 8:20:25
2023-07-30 01:46:26,599 semantic_segmentation INFO: Iters: 64170/150000 || Lr: 0.012101 || Task Loss: 0.2396 || KD Loss: 0.0732|| 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: 2 days, 12:03:33 || Estimated Time: 3 days, 8:19:52
2023-07-30 01:47:00,583 semantic_segmentation INFO: Iters: 64180/150000 || Lr: 0.012100 || Task Loss: 0.2207 || KD Loss: 0.0482|| 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, 12:04:07 || Estimated Time: 3 days, 8:19:19
2023-07-30 01:47:34,709 semantic_segmentation INFO: Iters: 64190/150000 || Lr: 0.012099 || Task Loss: 0.2211 || KD Loss: 0.0684|| 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: 2 days, 12:04:41 || Estimated Time: 3 days, 8:18:46
2023-07-30 01:48:08,754 semantic_segmentation INFO: Iters: 64200/150000 || Lr: 0.012097 || Task Loss: 0.1896 || KD Loss: 0.0501|| 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: 2 days, 12:05:15 || Estimated Time: 3 days, 8:18:13
2023-07-30 01:48:42,963 semantic_segmentation INFO: Iters: 64210/150000 || Lr: 0.012096 || Task Loss: 0.2099 || KD Loss: 0.0445|| 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: 2 days, 12:05:49 || Estimated Time: 3 days, 8:17:40
2023-07-30 01:49:17,264 semantic_segmentation INFO: Iters: 64220/150000 || Lr: 0.012095 || Task Loss: 0.1763 || KD Loss: 0.0480|| 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, 12:06:24 || Estimated Time: 3 days, 8:17:07
2023-07-30 01:49:51,399 semantic_segmentation INFO: Iters: 64230/150000 || Lr: 0.012094 || Task Loss: 0.2066 || KD Loss: 0.0704|| 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: 2 days, 12:06:58 || Estimated Time: 3 days, 8:16:34
2023-07-30 01:50:25,646 semantic_segmentation INFO: Iters: 64240/150000 || Lr: 0.012092 || Task Loss: 0.2298 || KD Loss: 0.0835|| 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: 2 days, 12:07:32 || Estimated Time: 3 days, 8:16:01
2023-07-30 01:50:59,725 semantic_segmentation INFO: Iters: 64250/150000 || Lr: 0.012091 || Task Loss: 0.2489 || KD Loss: 0.0550|| 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: 2 days, 12:08:06 || Estimated Time: 3 days, 8:15:27
2023-07-30 01:51:33,993 semantic_segmentation INFO: Iters: 64260/150000 || Lr: 0.012090 || Task Loss: 0.2497 || KD Loss: 0.0529|| 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: 2 days, 12:08:40 || Estimated Time: 3 days, 8:14:55
2023-07-30 01:52:08,058 semantic_segmentation INFO: Iters: 64270/150000 || Lr: 0.012088 || Task Loss: 0.1577 || KD Loss: 0.0433|| 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: 2 days, 12:09:14 || Estimated Time: 3 days, 8:14:21
2023-07-30 01:52:42,180 semantic_segmentation INFO: Iters: 64280/150000 || Lr: 0.012087 || Task Loss: 0.1964 || KD Loss: 0.0331|| 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, 12:09:49 || Estimated Time: 3 days, 8:13:48
2023-07-30 01:53:16,382 semantic_segmentation INFO: Iters: 64290/150000 || Lr: 0.012086 || Task Loss: 0.2269 || KD Loss: 0.0599|| 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, 12:10:23 || Estimated Time: 3 days, 8:13:15
2023-07-30 01:53:50,578 semantic_segmentation INFO: Iters: 64300/150000 || Lr: 0.012085 || Task Loss: 0.1915 || KD Loss: 0.0422|| 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: 2 days, 12:10:57 || Estimated Time: 3 days, 8:12:42
2023-07-30 01:54:24,771 semantic_segmentation INFO: Iters: 64310/150000 || Lr: 0.012083 || Task Loss: 0.1864 || KD Loss: 0.0535|| 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: 2 days, 12:11:31 || Estimated Time: 3 days, 8:12:09
2023-07-30 01:54:58,990 semantic_segmentation INFO: Iters: 64320/150000 || Lr: 0.012082 || Task Loss: 0.3070 || KD Loss: 0.0810|| 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: 2 days, 12:12:05 || Estimated Time: 3 days, 8:11:36
2023-07-30 01:55:33,005 semantic_segmentation INFO: Iters: 64330/150000 || Lr: 0.012081 || Task Loss: 0.1843 || KD Loss: 0.0524|| 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: 2 days, 12:12:39 || Estimated Time: 3 days, 8:11:03
2023-07-30 01:56:07,151 semantic_segmentation INFO: Iters: 64340/150000 || Lr: 0.012080 || Task Loss: 0.2769 || KD Loss: 0.1148|| 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, 12:13:14 || Estimated Time: 3 days, 8:10:30
2023-07-30 01:56:41,233 semantic_segmentation INFO: Iters: 64350/150000 || Lr: 0.012078 || Task Loss: 0.1617 || KD Loss: 0.0491|| 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: 2 days, 12:13:48 || Estimated Time: 3 days, 8:09:57
2023-07-30 01:57:15,306 semantic_segmentation INFO: Iters: 64360/150000 || Lr: 0.012077 || Task Loss: 0.1699 || KD Loss: 0.0445|| 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, 12:14:22 || Estimated Time: 3 days, 8:09:23
2023-07-30 01:57:49,481 semantic_segmentation INFO: Iters: 64370/150000 || Lr: 0.012076 || Task Loss: 0.1572 || KD Loss: 0.0405|| 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: 2 days, 12:14:56 || Estimated Time: 3 days, 8:08:50
2023-07-30 01:58:23,602 semantic_segmentation INFO: Iters: 64380/150000 || Lr: 0.012075 || Task Loss: 0.1742 || KD Loss: 0.0393|| 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: 2 days, 12:15:30 || Estimated Time: 3 days, 8:08:17
2023-07-30 01:58:57,716 semantic_segmentation INFO: Iters: 64390/150000 || Lr: 0.012073 || Task Loss: 0.2981 || KD Loss: 0.1070|| 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: 2 days, 12:16:04 || Estimated Time: 3 days, 8:07:44
2023-07-30 01:59:35,592 semantic_segmentation INFO: Iters: 64400/150000 || Lr: 0.012072 || Task Loss: 0.1877 || KD Loss: 0.0451|| 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: 2 days, 12:16:42 || Estimated Time: 3 days, 8:07:16
2023-07-30 02:00:09,586 semantic_segmentation INFO: Iters: 64410/150000 || Lr: 0.012071 || Task Loss: 0.2046 || KD Loss: 0.0885|| 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, 12:17:16 || Estimated Time: 3 days, 8:06:43
2023-07-30 02:00:43,605 semantic_segmentation INFO: Iters: 64420/150000 || Lr: 0.012069 || Task Loss: 0.2000 || KD Loss: 0.0667|| 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: 2 days, 12:17:50 || Estimated Time: 3 days, 8:06:09
2023-07-30 02:01:17,675 semantic_segmentation INFO: Iters: 64430/150000 || Lr: 0.012068 || Task Loss: 0.2170 || KD Loss: 0.0580|| 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: 2 days, 12:18:24 || Estimated Time: 3 days, 8:05:36
2023-07-30 02:01:51,865 semantic_segmentation INFO: Iters: 64440/150000 || Lr: 0.012067 || Task Loss: 0.2491 || KD Loss: 0.0700|| 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, 12:18:58 || Estimated Time: 3 days, 8:05:03
2023-07-30 02:02:25,985 semantic_segmentation INFO: Iters: 64450/150000 || Lr: 0.012066 || Task Loss: 0.1905 || KD Loss: 0.0504|| 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, 12:19:32 || Estimated Time: 3 days, 8:04:30
2023-07-30 02:03:00,068 semantic_segmentation INFO: Iters: 64460/150000 || Lr: 0.012064 || Task Loss: 0.2385 || KD Loss: 0.0597|| 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, 12:20:06 || Estimated Time: 3 days, 8:03:57
2023-07-30 02:03:34,174 semantic_segmentation INFO: Iters: 64470/150000 || Lr: 0.012063 || Task Loss: 0.1471 || KD Loss: 0.0293|| 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, 12:20:41 || Estimated Time: 3 days, 8:03:24
2023-07-30 02:04:08,365 semantic_segmentation INFO: Iters: 64480/150000 || Lr: 0.012062 || Task Loss: 0.2278 || KD Loss: 0.0623|| 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: 2 days, 12:21:15 || Estimated Time: 3 days, 8:02:51
2023-07-30 02:04:42,418 semantic_segmentation INFO: Iters: 64490/150000 || Lr: 0.012061 || Task Loss: 0.1512 || KD Loss: 0.0881|| 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: 2 days, 12:21:49 || Estimated Time: 3 days, 8:02:17
2023-07-30 02:05:16,382 semantic_segmentation INFO: Iters: 64500/150000 || Lr: 0.012059 || Task Loss: 0.2622 || KD Loss: 0.0886|| 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: 2 days, 12:22:23 || Estimated Time: 3 days, 8:01:44
2023-07-30 02:05:50,593 semantic_segmentation INFO: Iters: 64510/150000 || Lr: 0.012058 || Task Loss: 0.2207 || KD Loss: 0.0731|| 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, 12:22:57 || Estimated Time: 3 days, 8:01:11
2023-07-30 02:06:24,759 semantic_segmentation INFO: Iters: 64520/150000 || Lr: 0.012057 || Task Loss: 0.2425 || KD Loss: 0.0493|| 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, 12:23:31 || Estimated Time: 3 days, 8:00:38
2023-07-30 02:06:58,805 semantic_segmentation INFO: Iters: 64530/150000 || Lr: 0.012055 || Task Loss: 0.1854 || KD Loss: 0.0443|| 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: 2 days, 12:24:05 || Estimated Time: 3 days, 8:00:05
2023-07-30 02:07:32,951 semantic_segmentation INFO: Iters: 64540/150000 || Lr: 0.012054 || Task Loss: 0.1835 || KD Loss: 0.0434|| 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: 2 days, 12:24:39 || Estimated Time: 3 days, 7:59:32
2023-07-30 02:08:07,078 semantic_segmentation INFO: Iters: 64550/150000 || Lr: 0.012053 || Task Loss: 0.2537 || KD Loss: 0.0629|| 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: 2 days, 12:25:13 || Estimated Time: 3 days, 7:58:59
2023-07-30 02:08:41,246 semantic_segmentation INFO: Iters: 64560/150000 || Lr: 0.012052 || Task Loss: 0.2744 || KD Loss: 0.0732|| 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: 2 days, 12:25:48 || Estimated Time: 3 days, 7:58:25
2023-07-30 02:09:15,415 semantic_segmentation INFO: Iters: 64570/150000 || Lr: 0.012050 || Task Loss: 0.2805 || KD Loss: 0.0705|| 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: 2 days, 12:26:22 || Estimated Time: 3 days, 7:57:52
2023-07-30 02:09:49,462 semantic_segmentation INFO: Iters: 64580/150000 || Lr: 0.012049 || Task Loss: 0.2306 || KD Loss: 0.0588|| 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: 2 days, 12:26:56 || Estimated Time: 3 days, 7:57:19
2023-07-30 02:10:23,574 semantic_segmentation INFO: Iters: 64590/150000 || Lr: 0.012048 || Task Loss: 0.2546 || KD Loss: 0.0546|| 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, 12:27:30 || Estimated Time: 3 days, 7:56:46
2023-07-30 02:10:57,792 semantic_segmentation INFO: Iters: 64600/150000 || Lr: 0.012047 || Task Loss: 0.1675 || KD Loss: 0.0463|| 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, 12:28:04 || Estimated Time: 3 days, 7:56:13
2023-07-30 02:11:31,971 semantic_segmentation INFO: Iters: 64610/150000 || Lr: 0.012045 || Task Loss: 0.1624 || KD Loss: 0.0436|| 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: 2 days, 12:28:38 || Estimated Time: 3 days, 7:55:40
2023-07-30 02:12:06,256 semantic_segmentation INFO: Iters: 64620/150000 || Lr: 0.012044 || Task Loss: 0.1992 || KD Loss: 0.0429|| 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, 12:29:13 || Estimated Time: 3 days, 7:55:07
2023-07-30 02:12:40,436 semantic_segmentation INFO: Iters: 64630/150000 || Lr: 0.012043 || Task Loss: 0.3101 || KD Loss: 0.0805|| 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: 2 days, 12:29:47 || Estimated Time: 3 days, 7:54:34
2023-07-30 02:13:14,482 semantic_segmentation INFO: Iters: 64640/150000 || Lr: 0.012042 || Task Loss: 0.2478 || KD Loss: 0.0604|| 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: 2 days, 12:30:21 || Estimated Time: 3 days, 7:54:01
2023-07-30 02:13:48,592 semantic_segmentation INFO: Iters: 64650/150000 || Lr: 0.012040 || Task Loss: 0.2958 || KD Loss: 0.0611|| 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: 2 days, 12:30:55 || Estimated Time: 3 days, 7:53:28
2023-07-30 02:14:22,743 semantic_segmentation INFO: Iters: 64660/150000 || Lr: 0.012039 || Task Loss: 0.1938 || KD Loss: 0.0637|| 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: 2 days, 12:31:29 || Estimated Time: 3 days, 7:52:54
2023-07-30 02:14:56,883 semantic_segmentation INFO: Iters: 64670/150000 || Lr: 0.012038 || Task Loss: 0.1988 || KD Loss: 0.0412|| 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: 2 days, 12:32:03 || Estimated Time: 3 days, 7:52:21
2023-07-30 02:15:30,797 semantic_segmentation INFO: Iters: 64680/150000 || Lr: 0.012036 || Task Loss: 0.1864 || KD Loss: 0.0596|| 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: 2 days, 12:32:37 || Estimated Time: 3 days, 7:51:48
2023-07-30 02:16:05,085 semantic_segmentation INFO: Iters: 64690/150000 || Lr: 0.012035 || Task Loss: 0.2083 || KD Loss: 0.0605|| 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: 2 days, 12:33:11 || Estimated Time: 3 days, 7:51:15
2023-07-30 02:16:39,160 semantic_segmentation INFO: Iters: 64700/150000 || Lr: 0.012034 || Task Loss: 0.1802 || KD Loss: 0.0506|| 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: 2 days, 12:33:46 || Estimated Time: 3 days, 7:50:42
2023-07-30 02:17:13,396 semantic_segmentation INFO: Iters: 64710/150000 || Lr: 0.012033 || Task Loss: 0.1750 || KD Loss: 0.0603|| 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: 2 days, 12:34:20 || Estimated Time: 3 days, 7:50:09
2023-07-30 02:17:47,470 semantic_segmentation INFO: Iters: 64720/150000 || Lr: 0.012031 || Task Loss: 0.1817 || KD Loss: 0.0384|| 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: 2 days, 12:34:54 || Estimated Time: 3 days, 7:49:36
2023-07-30 02:18:21,585 semantic_segmentation INFO: Iters: 64730/150000 || Lr: 0.012030 || Task Loss: 0.1797 || KD Loss: 0.0387|| 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: 2 days, 12:35:28 || Estimated Time: 3 days, 7:49:02
2023-07-30 02:18:55,777 semantic_segmentation INFO: Iters: 64740/150000 || Lr: 0.012029 || Task Loss: 0.2198 || KD Loss: 0.0614|| 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, 12:36:02 || Estimated Time: 3 days, 7:48:29
2023-07-30 02:19:29,938 semantic_segmentation INFO: Iters: 64750/150000 || Lr: 0.012028 || Task Loss: 0.2712 || KD Loss: 0.0790|| 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: 2 days, 12:36:36 || Estimated Time: 3 days, 7:47:56
2023-07-30 02:20:04,208 semantic_segmentation INFO: Iters: 64760/150000 || Lr: 0.012026 || Task Loss: 0.3053 || KD Loss: 0.0964|| 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: 2 days, 12:37:11 || Estimated Time: 3 days, 7:47:23
2023-07-30 02:20:38,242 semantic_segmentation INFO: Iters: 64770/150000 || Lr: 0.012025 || Task Loss: 0.1834 || KD Loss: 0.0472|| 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: 2 days, 12:37:45 || Estimated Time: 3 days, 7:46:50
2023-07-30 02:21:12,306 semantic_segmentation INFO: Iters: 64780/150000 || Lr: 0.012024 || Task Loss: 0.2414 || KD Loss: 0.0845|| 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: 2 days, 12:38:19 || Estimated Time: 3 days, 7:46:17
2023-07-30 02:21:46,463 semantic_segmentation INFO: Iters: 64790/150000 || Lr: 0.012022 || Task Loss: 0.2554 || KD Loss: 0.0579|| 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, 12:38:53 || Estimated Time: 3 days, 7:45:44
2023-07-30 02:22:20,641 semantic_segmentation INFO: Iters: 64800/150000 || Lr: 0.012021 || Task Loss: 0.2559 || KD Loss: 0.1238|| 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: 2 days, 12:39:27 || Estimated Time: 3 days, 7:45:11
2023-07-30 02:22:20,711 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 02:22:21,602 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.914, mIoU: 0.372
2023-07-30 02:22:21,711 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.939, mIoU: 0.443
2023-07-30 02:22:21,819 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.948, mIoU: 0.459
2023-07-30 02:22:21,930 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.951, mIoU: 0.491
2023-07-30 02:22:22,043 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.954, mIoU: 0.485
2023-07-30 02:22:22,160 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.955, mIoU: 0.487
2023-07-30 02:22:22,278 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.953, mIoU: 0.531
2023-07-30 02:22:22,390 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.955, mIoU: 0.578
2023-07-30 02:22:22,504 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.956, mIoU: 0.631
2023-07-30 02:22:22,614 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.952, mIoU: 0.687
2023-07-30 02:22:22,723 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.953, mIoU: 0.692
2023-07-30 02:22:22,828 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.950, mIoU: 0.702
2023-07-30 02:22:22,932 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.947, mIoU: 0.697
2023-07-30 02:22:23,037 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.943, mIoU: 0.682
2023-07-30 02:22:23,143 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.940, mIoU: 0.659
2023-07-30 02:22:23,248 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.939, mIoU: 0.650
2023-07-30 02:22:23,352 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.939, mIoU: 0.652
2023-07-30 02:22:23,457 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-30 02:22:23,564 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-30 02:22:23,670 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.933, mIoU: 0.658
2023-07-30 02:22:23,779 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.929, mIoU: 0.657
2023-07-30 02:22:23,893 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.929, mIoU: 0.683
2023-07-30 02:22:24,008 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.927, mIoU: 0.683
2023-07-30 02:22:24,125 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.924, mIoU: 0.689
2023-07-30 02:22:24,239 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.917, mIoU: 0.696
2023-07-30 02:22:24,351 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.917, mIoU: 0.699
2023-07-30 02:22:24,462 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.915, mIoU: 0.682
2023-07-30 02:22:24,574 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.914, mIoU: 0.675
2023-07-30 02:22:24,679 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.915, mIoU: 0.676
2023-07-30 02:22:24,783 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.913, mIoU: 0.668
2023-07-30 02:22:24,888 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.912, mIoU: 0.666
2023-07-30 02:22:24,998 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.912, mIoU: 0.663
2023-07-30 02:22:25,112 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.914, mIoU: 0.667
2023-07-30 02:22:25,228 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.912, mIoU: 0.666
2023-07-30 02:22:25,345 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.912, mIoU: 0.667
2023-07-30 02:22:25,462 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.912, mIoU: 0.667
2023-07-30 02:22:25,582 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.913, mIoU: 0.664
2023-07-30 02:22:25,699 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.910, mIoU: 0.662
2023-07-30 02:22:25,812 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.910, mIoU: 0.657
2023-07-30 02:22:25,922 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.911, mIoU: 0.658
2023-07-30 02:22:26,034 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.912, mIoU: 0.662
2023-07-30 02:22:26,151 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.913, mIoU: 0.662
2023-07-30 02:22:26,265 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.914, mIoU: 0.663
2023-07-30 02:22:26,378 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.915, mIoU: 0.665
2023-07-30 02:22:26,490 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.916, mIoU: 0.664
2023-07-30 02:22:26,606 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.916, mIoU: 0.665
2023-07-30 02:22:26,718 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.916, mIoU: 0.665
2023-07-30 02:22:26,826 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.917, mIoU: 0.663
2023-07-30 02:22:26,931 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.917, mIoU: 0.666
2023-07-30 02:22:27,037 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.917, mIoU: 0.668
2023-07-30 02:22:27,146 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.917, mIoU: 0.669
2023-07-30 02:22:27,263 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.917, mIoU: 0.676
2023-07-30 02:22:27,388 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.917, mIoU: 0.675
2023-07-30 02:22:27,511 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.916, mIoU: 0.673
2023-07-30 02:22:27,637 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.915, mIoU: 0.672
2023-07-30 02:22:27,757 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.915, mIoU: 0.676
2023-07-30 02:22:27,876 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.916, mIoU: 0.677
2023-07-30 02:22:27,997 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.916, mIoU: 0.683
2023-07-30 02:22:28,117 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.916, mIoU: 0.680
2023-07-30 02:22:28,234 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.915, mIoU: 0.679
2023-07-30 02:22:28,353 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.915, mIoU: 0.682
2023-07-30 02:22:28,474 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.914, mIoU: 0.684
2023-07-30 02:22:28,592 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.914, mIoU: 0.683
2023-07-30 02:22:28,711 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.913, mIoU: 0.682
2023-07-30 02:22:28,829 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.913, mIoU: 0.685
2023-07-30 02:22:28,946 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.913, mIoU: 0.685
2023-07-30 02:22:29,064 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.912, mIoU: 0.684
2023-07-30 02:22:29,183 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.912, mIoU: 0.685
2023-07-30 02:22:29,301 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.912, mIoU: 0.684
2023-07-30 02:22:29,416 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.913, mIoU: 0.684
2023-07-30 02:22:29,535 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.913, mIoU: 0.684
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2023-07-30 02:23:15,162 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.918, mIoU: 0.683
2023-07-30 02:23:15,271 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.918, mIoU: 0.683
2023-07-30 02:23:15,391 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.918, mIoU: 0.683
2023-07-30 02:23:15,511 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.918, mIoU: 0.683
2023-07-30 02:23:15,633 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.918, mIoU: 0.683
2023-07-30 02:23:15,754 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.918, mIoU: 0.683
2023-07-30 02:23:15,875 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.918, mIoU: 0.684
2023-07-30 02:23:15,992 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.918, mIoU: 0.684
2023-07-30 02:23:16,113 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.918, mIoU: 0.684
2023-07-30 02:23:16,234 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.918, mIoU: 0.684
2023-07-30 02:23:16,356 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.918, mIoU: 0.684
2023-07-30 02:23:16,476 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.918, mIoU: 0.684
2023-07-30 02:23:16,596 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.918, mIoU: 0.684
2023-07-30 02:23:16,714 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.918, mIoU: 0.684
2023-07-30 02:23:16,834 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.918, mIoU: 0.684
2023-07-30 02:23:16,955 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.918, mIoU: 0.684
2023-07-30 02:23:17,070 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.918, mIoU: 0.684
2023-07-30 02:23:17,188 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.918, mIoU: 0.684
2023-07-30 02:23:17,302 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.918, mIoU: 0.684
2023-07-30 02:23:17,419 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.918, mIoU: 0.685
2023-07-30 02:23:17,532 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.918, mIoU: 0.685
2023-07-30 02:23:17,650 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.918, mIoU: 0.685
2023-07-30 02:23:17,769 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.918, mIoU: 0.685
2023-07-30 02:23:17,884 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.918, mIoU: 0.685
2023-07-30 02:23:17,999 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.918, mIoU: 0.685
2023-07-30 02:23:18,113 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.918, mIoU: 0.685
2023-07-30 02:23:18,227 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.918, mIoU: 0.685
2023-07-30 02:23:18,341 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.918, mIoU: 0.686
2023-07-30 02:23:18,454 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.918, mIoU: 0.686
2023-07-30 02:23:18,567 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.918, mIoU: 0.686
2023-07-30 02:23:18,685 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.918, mIoU: 0.686
2023-07-30 02:23:18,802 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.918, mIoU: 0.686
2023-07-30 02:23:18,917 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.918, mIoU: 0.686
2023-07-30 02:23:53,325 semantic_segmentation INFO: Iters: 64810/150000 || Lr: 0.012020 || Task Loss: 0.3080 || KD Loss: 0.0928|| 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, 12:41:00 || Estimated Time: 3 days, 7:45:55
2023-07-30 02:24:27,411 semantic_segmentation INFO: Iters: 64820/150000 || Lr: 0.012019 || Task Loss: 0.2625 || KD Loss: 0.0467|| 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, 12:41:34 || Estimated Time: 3 days, 7:45:21
2023-07-30 02:25:04,944 semantic_segmentation INFO: Iters: 64830/150000 || Lr: 0.012017 || Task Loss: 0.2009 || KD Loss: 0.0649|| 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: 2 days, 12:42:11 || Estimated Time: 3 days, 7:44:52
2023-07-30 02:25:39,189 semantic_segmentation INFO: Iters: 64840/150000 || Lr: 0.012016 || Task Loss: 0.2431 || KD Loss: 0.0635|| 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: 2 days, 12:42:46 || Estimated Time: 3 days, 7:44:20
2023-07-30 02:26:13,215 semantic_segmentation INFO: Iters: 64850/150000 || Lr: 0.012015 || Task Loss: 0.2034 || KD Loss: 0.0476|| 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: 2 days, 12:43:20 || Estimated Time: 3 days, 7:43:46
2023-07-30 02:26:47,323 semantic_segmentation INFO: Iters: 64860/150000 || Lr: 0.012014 || Task Loss: 0.1908 || KD Loss: 0.0535|| 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: 2 days, 12:43:54 || Estimated Time: 3 days, 7:43:13
2023-07-30 02:27:21,322 semantic_segmentation INFO: Iters: 64870/150000 || Lr: 0.012012 || Task Loss: 0.1835 || KD Loss: 0.0383|| 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: 2 days, 12:44:28 || Estimated Time: 3 days, 7:42:40
2023-07-30 02:27:55,474 semantic_segmentation INFO: Iters: 64880/150000 || Lr: 0.012011 || Task Loss: 0.1685 || KD Loss: 0.0621|| 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, 12:45:02 || Estimated Time: 3 days, 7:42:07
2023-07-30 02:28:29,646 semantic_segmentation INFO: Iters: 64890/150000 || Lr: 0.012010 || Task Loss: 0.1547 || KD Loss: 0.0399|| 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, 12:45:36 || Estimated Time: 3 days, 7:41:34
2023-07-30 02:29:03,846 semantic_segmentation INFO: Iters: 64900/150000 || Lr: 0.012009 || Task Loss: 0.3037 || KD Loss: 0.0565|| 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: 2 days, 12:46:10 || Estimated Time: 3 days, 7:41:01
2023-07-30 02:29:37,997 semantic_segmentation INFO: Iters: 64910/150000 || Lr: 0.012007 || Task Loss: 0.2721 || KD Loss: 0.0717|| 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: 2 days, 12:46:44 || Estimated Time: 3 days, 7:40:27
2023-07-30 02:30:12,153 semantic_segmentation INFO: Iters: 64920/150000 || Lr: 0.012006 || Task Loss: 0.3827 || KD Loss: 0.1293|| 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: 2 days, 12:47:19 || Estimated Time: 3 days, 7:39:54
2023-07-30 02:30:46,378 semantic_segmentation INFO: Iters: 64930/150000 || Lr: 0.012005 || Task Loss: 0.2318 || KD Loss: 0.0766|| 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: 2 days, 12:47:53 || Estimated Time: 3 days, 7:39:21
2023-07-30 02:31:20,619 semantic_segmentation INFO: Iters: 64940/150000 || Lr: 0.012003 || Task Loss: 0.1606 || KD Loss: 0.0440|| 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: 2 days, 12:48:27 || Estimated Time: 3 days, 7:38:48
2023-07-30 02:31:54,711 semantic_segmentation INFO: Iters: 64950/150000 || Lr: 0.012002 || Task Loss: 0.1317 || KD Loss: 0.0400|| 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, 12:49:01 || Estimated Time: 3 days, 7:38:15
2023-07-30 02:32:28,851 semantic_segmentation INFO: Iters: 64960/150000 || Lr: 0.012001 || Task Loss: 0.3217 || KD Loss: 0.0862|| 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: 2 days, 12:49:35 || Estimated Time: 3 days, 7:37:42
2023-07-30 02:33:03,207 semantic_segmentation INFO: Iters: 64970/150000 || Lr: 0.012000 || Task Loss: 0.3110 || KD Loss: 0.1185|| 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: 2 days, 12:50:10 || Estimated Time: 3 days, 7:37:09
2023-07-30 02:33:37,280 semantic_segmentation INFO: Iters: 64980/150000 || Lr: 0.011998 || Task Loss: 0.1959 || KD Loss: 0.0500|| 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, 12:50:44 || Estimated Time: 3 days, 7:36:36
2023-07-30 02:34:11,405 semantic_segmentation INFO: Iters: 64990/150000 || Lr: 0.011997 || Task Loss: 0.2172 || KD Loss: 0.0567|| 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: 2 days, 12:51:18 || Estimated Time: 3 days, 7:36:03
2023-07-30 02:34:45,813 semantic_segmentation INFO: Iters: 65000/150000 || Lr: 0.011996 || Task Loss: 0.2029 || KD Loss: 0.0495|| 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: 2 days, 12:51:52 || Estimated Time: 3 days, 7:35:30
2023-07-30 02:35:19,940 semantic_segmentation INFO: Iters: 65010/150000 || Lr: 0.011995 || Task Loss: 0.2382 || KD Loss: 0.0614|| 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: 2 days, 12:52:26 || Estimated Time: 3 days, 7:34:57
2023-07-30 02:35:54,028 semantic_segmentation INFO: Iters: 65020/150000 || Lr: 0.011993 || Task Loss: 0.2456 || KD Loss: 0.0562|| 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, 12:53:00 || Estimated Time: 3 days, 7:34:23
2023-07-30 02:36:28,055 semantic_segmentation INFO: Iters: 65030/150000 || Lr: 0.011992 || Task Loss: 0.1868 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 12:53:34 || Estimated Time: 3 days, 7:33:50
2023-07-30 02:37:02,228 semantic_segmentation INFO: Iters: 65040/150000 || Lr: 0.011991 || Task Loss: 0.2058 || KD Loss: 0.0462|| 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: 2 days, 12:54:09 || Estimated Time: 3 days, 7:33:17
2023-07-30 02:37:36,475 semantic_segmentation INFO: Iters: 65050/150000 || Lr: 0.011989 || Task Loss: 0.1413 || KD Loss: 0.0458|| 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: 2 days, 12:54:43 || Estimated Time: 3 days, 7:32:44
2023-07-30 02:38:10,694 semantic_segmentation INFO: Iters: 65060/150000 || Lr: 0.011988 || Task Loss: 0.2165 || KD Loss: 0.0623|| 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, 12:55:17 || Estimated Time: 3 days, 7:32:11
2023-07-30 02:38:44,716 semantic_segmentation INFO: Iters: 65070/150000 || Lr: 0.011987 || Task Loss: 0.2246 || KD Loss: 0.0532|| 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: 2 days, 12:55:51 || Estimated Time: 3 days, 7:31:38
2023-07-30 02:39:18,949 semantic_segmentation INFO: Iters: 65080/150000 || Lr: 0.011986 || Task Loss: 0.2383 || KD Loss: 0.0714|| 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: 2 days, 12:56:25 || Estimated Time: 3 days, 7:31:05
2023-07-30 02:39:52,973 semantic_segmentation INFO: Iters: 65090/150000 || Lr: 0.011984 || Task Loss: 0.2226 || KD Loss: 0.0627|| 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: 2 days, 12:56:59 || Estimated Time: 3 days, 7:30:31
2023-07-30 02:40:27,100 semantic_segmentation INFO: Iters: 65100/150000 || Lr: 0.011983 || Task Loss: 0.2128 || KD Loss: 0.0530|| 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: 2 days, 12:57:33 || Estimated Time: 3 days, 7:29:58
2023-07-30 02:41:01,165 semantic_segmentation INFO: Iters: 65110/150000 || Lr: 0.011982 || Task Loss: 0.2735 || KD Loss: 0.0873|| 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: 2 days, 12:58:08 || Estimated Time: 3 days, 7:29:25
2023-07-30 02:41:35,464 semantic_segmentation INFO: Iters: 65120/150000 || Lr: 0.011981 || Task Loss: 0.1722 || KD Loss: 0.0600|| 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: 2 days, 12:58:42 || Estimated Time: 3 days, 7:28:52
2023-07-30 02:42:09,537 semantic_segmentation INFO: Iters: 65130/150000 || Lr: 0.011979 || Task Loss: 0.2527 || KD Loss: 0.0704|| 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: 2 days, 12:59:16 || Estimated Time: 3 days, 7:28:19
2023-07-30 02:42:43,664 semantic_segmentation INFO: Iters: 65140/150000 || Lr: 0.011978 || Task Loss: 0.1956 || KD Loss: 0.0369|| 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: 2 days, 12:59:50 || Estimated Time: 3 days, 7:27:46
2023-07-30 02:43:17,981 semantic_segmentation INFO: Iters: 65150/150000 || Lr: 0.011977 || Task Loss: 0.2336 || KD Loss: 0.0624|| 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: 2 days, 13:00:24 || Estimated Time: 3 days, 7:27:13
2023-07-30 02:43:52,041 semantic_segmentation INFO: Iters: 65160/150000 || Lr: 0.011975 || Task Loss: 0.1709 || KD Loss: 0.0458|| 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: 2 days, 13:00:58 || Estimated Time: 3 days, 7:26:39
2023-07-30 02:44:26,174 semantic_segmentation INFO: Iters: 65170/150000 || Lr: 0.011974 || Task Loss: 0.2158 || KD Loss: 0.0591|| 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: 2 days, 13:01:33 || Estimated Time: 3 days, 7:26:06
2023-07-30 02:45:00,364 semantic_segmentation INFO: Iters: 65180/150000 || Lr: 0.011973 || Task Loss: 0.1881 || KD Loss: 0.0403|| 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: 2 days, 13:02:07 || Estimated Time: 3 days, 7:25:33
2023-07-30 02:45:34,587 semantic_segmentation INFO: Iters: 65190/150000 || Lr: 0.011972 || Task Loss: 0.2346 || KD Loss: 0.0484|| 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: 2 days, 13:02:41 || Estimated Time: 3 days, 7:25:00
2023-07-30 02:46:08,711 semantic_segmentation INFO: Iters: 65200/150000 || Lr: 0.011970 || Task Loss: 0.1833 || KD Loss: 0.0435|| 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: 2 days, 13:03:15 || Estimated Time: 3 days, 7:24:27
2023-07-30 02:46:42,903 semantic_segmentation INFO: Iters: 65210/150000 || Lr: 0.011969 || Task Loss: 0.2523 || KD Loss: 0.0886|| 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, 13:03:49 || Estimated Time: 3 days, 7:23:54
2023-07-30 02:47:16,997 semantic_segmentation INFO: Iters: 65220/150000 || Lr: 0.011968 || Task Loss: 0.1933 || KD Loss: 0.0492|| 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, 13:04:23 || Estimated Time: 3 days, 7:23:21
2023-07-30 02:47:51,304 semantic_segmentation INFO: Iters: 65230/150000 || Lr: 0.011967 || Task Loss: 0.1846 || KD Loss: 0.0379|| 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: 2 days, 13:04:58 || Estimated Time: 3 days, 7:22:48
2023-07-30 02:48:25,425 semantic_segmentation INFO: Iters: 65240/150000 || Lr: 0.011965 || Task Loss: 0.2246 || KD Loss: 0.0599|| 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: 2 days, 13:05:32 || Estimated Time: 3 days, 7:22:15
2023-07-30 02:48:59,704 semantic_segmentation INFO: Iters: 65250/150000 || Lr: 0.011964 || Task Loss: 0.1748 || KD Loss: 0.0392|| 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: 2 days, 13:06:06 || Estimated Time: 3 days, 7:21:42
2023-07-30 02:49:33,900 semantic_segmentation INFO: Iters: 65260/150000 || Lr: 0.011963 || Task Loss: 0.1630 || KD Loss: 0.0406|| 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, 13:06:40 || Estimated Time: 3 days, 7:21:09
2023-07-30 02:50:08,098 semantic_segmentation INFO: Iters: 65270/150000 || Lr: 0.011962 || Task Loss: 0.1642 || KD Loss: 0.0403|| 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: 2 days, 13:07:14 || Estimated Time: 3 days, 7:20:35
2023-07-30 02:50:44,314 semantic_segmentation INFO: Iters: 65280/150000 || Lr: 0.011960 || Task Loss: 0.2278 || KD Loss: 0.0716|| 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: 2 days, 13:07:51 || Estimated Time: 3 days, 7:20:05
2023-07-30 02:51:20,256 semantic_segmentation INFO: Iters: 65290/150000 || Lr: 0.011959 || Task Loss: 0.1908 || KD Loss: 0.0592|| 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: 2 days, 13:08:27 || Estimated Time: 3 days, 7:19:34
2023-07-30 02:51:54,286 semantic_segmentation INFO: Iters: 65300/150000 || Lr: 0.011958 || Task Loss: 0.2402 || KD Loss: 0.0573|| 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, 13:09:01 || Estimated Time: 3 days, 7:19:01
2023-07-30 02:52:28,321 semantic_segmentation INFO: Iters: 65310/150000 || Lr: 0.011956 || Task Loss: 0.2756 || KD Loss: 0.0613|| 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: 2 days, 13:09:35 || Estimated Time: 3 days, 7:18:28
2023-07-30 02:53:02,511 semantic_segmentation INFO: Iters: 65320/150000 || Lr: 0.011955 || Task Loss: 0.1447 || KD Loss: 0.0419|| 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: 2 days, 13:10:09 || Estimated Time: 3 days, 7:17:54
2023-07-30 02:53:36,643 semantic_segmentation INFO: Iters: 65330/150000 || Lr: 0.011954 || Task Loss: 0.2115 || KD Loss: 0.0476|| 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: 2 days, 13:10:43 || Estimated Time: 3 days, 7:17:21
2023-07-30 02:54:10,845 semantic_segmentation INFO: Iters: 65340/150000 || Lr: 0.011953 || Task Loss: 0.2236 || KD Loss: 0.0600|| 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, 13:11:17 || Estimated Time: 3 days, 7:16:48
2023-07-30 02:54:44,946 semantic_segmentation INFO: Iters: 65350/150000 || Lr: 0.011951 || Task Loss: 0.2058 || KD Loss: 0.0634|| 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: 2 days, 13:11:51 || Estimated Time: 3 days, 7:16:15
2023-07-30 02:55:19,371 semantic_segmentation INFO: Iters: 65360/150000 || Lr: 0.011950 || Task Loss: 0.2317 || KD Loss: 0.0626|| 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: 2 days, 13:12:26 || Estimated Time: 3 days, 7:15:42
2023-07-30 02:55:53,521 semantic_segmentation INFO: Iters: 65370/150000 || Lr: 0.011949 || Task Loss: 0.2434 || KD Loss: 0.0470|| 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: 2 days, 13:13:00 || Estimated Time: 3 days, 7:15:09
2023-07-30 02:56:27,579 semantic_segmentation INFO: Iters: 65380/150000 || Lr: 0.011948 || Task Loss: 0.1732 || KD Loss: 0.0408|| 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, 13:13:34 || Estimated Time: 3 days, 7:14:36
2023-07-30 02:57:01,726 semantic_segmentation INFO: Iters: 65390/150000 || Lr: 0.011946 || Task Loss: 0.2249 || KD Loss: 0.0566|| 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, 13:14:08 || Estimated Time: 3 days, 7:14:03
2023-07-30 02:57:35,839 semantic_segmentation INFO: Iters: 65400/150000 || Lr: 0.011945 || Task Loss: 0.1599 || KD Loss: 0.0460|| 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: 2 days, 13:14:42 || Estimated Time: 3 days, 7:13:29
2023-07-30 02:58:10,022 semantic_segmentation INFO: Iters: 65410/150000 || Lr: 0.011944 || Task Loss: 0.4444 || KD Loss: 0.1226|| 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, 13:15:16 || Estimated Time: 3 days, 7:12:56
2023-07-30 02:58:44,152 semantic_segmentation INFO: Iters: 65420/150000 || Lr: 0.011942 || Task Loss: 0.1512 || KD Loss: 0.0382|| 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: 2 days, 13:15:51 || Estimated Time: 3 days, 7:12:23
2023-07-30 02:59:18,229 semantic_segmentation INFO: Iters: 65430/150000 || Lr: 0.011941 || Task Loss: 0.3274 || KD Loss: 0.1329|| 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: 2 days, 13:16:25 || Estimated Time: 3 days, 7:11:50
2023-07-30 02:59:52,422 semantic_segmentation INFO: Iters: 65440/150000 || Lr: 0.011940 || Task Loss: 0.2198 || KD Loss: 0.0701|| 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: 2 days, 13:16:59 || Estimated Time: 3 days, 7:11:17
2023-07-30 03:00:26,543 semantic_segmentation INFO: Iters: 65450/150000 || Lr: 0.011939 || Task Loss: 0.2137 || KD Loss: 0.0538|| 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, 13:17:33 || Estimated Time: 3 days, 7:10:44
2023-07-30 03:01:00,631 semantic_segmentation INFO: Iters: 65460/150000 || Lr: 0.011937 || Task Loss: 0.2252 || KD Loss: 0.0557|| 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: 2 days, 13:18:07 || Estimated Time: 3 days, 7:10:10
2023-07-30 03:01:34,774 semantic_segmentation INFO: Iters: 65470/150000 || Lr: 0.011936 || Task Loss: 0.2033 || KD Loss: 0.0844|| 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, 13:18:41 || Estimated Time: 3 days, 7:09:37
2023-07-30 03:02:08,902 semantic_segmentation INFO: Iters: 65480/150000 || Lr: 0.011935 || Task Loss: 0.2701 || KD Loss: 0.0839|| 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: 2 days, 13:19:15 || Estimated Time: 3 days, 7:09:04
2023-07-30 03:02:43,055 semantic_segmentation INFO: Iters: 65490/150000 || Lr: 0.011934 || Task Loss: 0.2216 || KD Loss: 0.0546|| 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, 13:19:49 || Estimated Time: 3 days, 7:08:31
2023-07-30 03:03:17,207 semantic_segmentation INFO: Iters: 65500/150000 || Lr: 0.011932 || Task Loss: 0.2316 || KD Loss: 0.0563|| 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: 2 days, 13:20:24 || Estimated Time: 3 days, 7:07:58
2023-07-30 03:03:51,399 semantic_segmentation INFO: Iters: 65510/150000 || Lr: 0.011931 || Task Loss: 0.2021 || KD Loss: 0.0475|| 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, 13:20:58 || Estimated Time: 3 days, 7:07:25
2023-07-30 03:04:25,631 semantic_segmentation INFO: Iters: 65520/150000 || Lr: 0.011930 || Task Loss: 0.2028 || KD Loss: 0.0485|| 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: 2 days, 13:21:32 || Estimated Time: 3 days, 7:06:52
2023-07-30 03:04:59,702 semantic_segmentation INFO: Iters: 65530/150000 || Lr: 0.011928 || Task Loss: 0.1632 || KD Loss: 0.0384|| 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: 2 days, 13:22:06 || Estimated Time: 3 days, 7:06:18
2023-07-30 03:05:33,864 semantic_segmentation INFO: Iters: 65540/150000 || Lr: 0.011927 || Task Loss: 0.1845 || KD Loss: 0.0693|| 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, 13:22:40 || Estimated Time: 3 days, 7:05:45
2023-07-30 03:06:08,077 semantic_segmentation INFO: Iters: 65550/150000 || Lr: 0.011926 || Task Loss: 0.2348 || KD Loss: 0.0697|| 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: 2 days, 13:23:14 || Estimated Time: 3 days, 7:05:12
2023-07-30 03:06:42,372 semantic_segmentation INFO: Iters: 65560/150000 || Lr: 0.011925 || Task Loss: 0.2550 || KD Loss: 0.0756|| 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: 2 days, 13:23:49 || Estimated Time: 3 days, 7:04:39
2023-07-30 03:07:16,438 semantic_segmentation INFO: Iters: 65570/150000 || Lr: 0.011923 || Task Loss: 0.1359 || KD Loss: 0.0520|| 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: 2 days, 13:24:23 || Estimated Time: 3 days, 7:04:06
2023-07-30 03:07:50,634 semantic_segmentation INFO: Iters: 65580/150000 || Lr: 0.011922 || Task Loss: 0.2110 || KD Loss: 0.0647|| 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: 2 days, 13:24:57 || Estimated Time: 3 days, 7:03:33
2023-07-30 03:08:24,714 semantic_segmentation INFO: Iters: 65590/150000 || Lr: 0.011921 || Task Loss: 0.2380 || KD Loss: 0.0561|| 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: 2 days, 13:25:31 || Estimated Time: 3 days, 7:03:00
2023-07-30 03:08:58,902 semantic_segmentation INFO: Iters: 65600/150000 || Lr: 0.011920 || Task Loss: 0.2361 || KD Loss: 0.0565|| 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: 2 days, 13:26:05 || Estimated Time: 3 days, 7:02:27
2023-07-30 03:08:58,966 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 03:08:59,778 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.964, mIoU: 0.402
2023-07-30 03:08:59,915 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.482
2023-07-30 03:09:00,025 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.493
2023-07-30 03:09:00,153 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.517
2023-07-30 03:09:00,284 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.510
2023-07-30 03:09:00,412 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.516
2023-07-30 03:09:00,536 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.523
2023-07-30 03:09:00,662 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.563
2023-07-30 03:09:00,784 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.604
2023-07-30 03:09:00,905 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.654
2023-07-30 03:09:01,024 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.665
2023-07-30 03:09:01,143 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.668
2023-07-30 03:09:01,263 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.674
2023-07-30 03:09:01,381 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.672
2023-07-30 03:09:01,498 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.957, mIoU: 0.672
2023-07-30 03:09:01,619 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.955, mIoU: 0.663
2023-07-30 03:09:01,736 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.667
2023-07-30 03:09:01,852 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.667
2023-07-30 03:09:01,969 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.678
2023-07-30 03:09:02,085 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.954, mIoU: 0.685
2023-07-30 03:09:02,207 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.686
2023-07-30 03:09:02,323 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.687
2023-07-30 03:09:02,440 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.689
2023-07-30 03:09:02,556 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.696
2023-07-30 03:09:02,677 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-30 03:09:02,795 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.713
2023-07-30 03:09:02,915 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.706
2023-07-30 03:09:03,031 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.702
2023-07-30 03:09:03,145 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.704
2023-07-30 03:09:03,260 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-30 03:09:03,376 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-30 03:09:03,490 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-30 03:09:03,605 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-30 03:09:03,720 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-30 03:09:03,834 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-30 03:09:03,953 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-30 03:09:04,067 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.714
2023-07-30 03:09:04,183 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.714
2023-07-30 03:09:04,297 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 03:09:04,414 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.708
2023-07-30 03:09:04,526 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.710
2023-07-30 03:09:04,645 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 03:09:04,761 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-30 03:09:04,877 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-30 03:09:04,991 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-30 03:09:05,106 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-30 03:09:05,221 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.710
2023-07-30 03:09:05,333 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.708
2023-07-30 03:09:05,447 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.708
2023-07-30 03:09:05,561 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.710
2023-07-30 03:09:05,680 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.710
2023-07-30 03:09:05,796 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.715
2023-07-30 03:09:05,914 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 03:09:06,032 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.950, mIoU: 0.718
2023-07-30 03:09:06,146 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-30 03:09:06,262 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-30 03:09:06,374 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-30 03:09:06,487 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-30 03:09:06,607 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.948, mIoU: 0.729
2023-07-30 03:09:06,721 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.948, mIoU: 0.727
2023-07-30 03:09:06,833 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.948, mIoU: 0.730
2023-07-30 03:09:06,945 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-30 03:09:07,057 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-30 03:09:07,164 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-30 03:09:07,271 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-30 03:09:07,378 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-30 03:09:07,485 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-30 03:09:07,595 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.947, mIoU: 0.734
2023-07-30 03:09:07,709 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-30 03:09:07,827 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-30 03:09:07,941 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-30 03:09:08,053 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-30 03:09:08,163 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.947, mIoU: 0.727
2023-07-30 03:09:08,272 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.947, mIoU: 0.726
2023-07-30 03:09:08,383 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.947, mIoU: 0.727
2023-07-30 03:09:08,494 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.947, mIoU: 0.726
2023-07-30 03:09:08,604 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.726
2023-07-30 03:09:08,717 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.947, mIoU: 0.726
2023-07-30 03:09:08,824 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.947, mIoU: 0.726
2023-07-30 03:09:08,938 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.947, mIoU: 0.727
2023-07-30 03:09:09,052 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.947, mIoU: 0.728
2023-07-30 03:09:09,167 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.948, mIoU: 0.728
2023-07-30 03:09:09,283 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.948, mIoU: 0.728
2023-07-30 03:09:09,396 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.947, mIoU: 0.727
2023-07-30 03:09:09,507 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.944, mIoU: 0.722
2023-07-30 03:09:09,618 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.944, mIoU: 0.723
2023-07-30 03:09:09,731 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.944, mIoU: 0.723
2023-07-30 03:09:09,839 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.944, mIoU: 0.723
2023-07-30 03:09:09,950 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.944, mIoU: 0.723
2023-07-30 03:09:10,062 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.945, mIoU: 0.722
2023-07-30 03:09:10,178 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.945, mIoU: 0.723
2023-07-30 03:09:10,294 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.944, mIoU: 0.734
2023-07-30 03:09:10,409 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.944, mIoU: 0.734
2023-07-30 03:09:10,524 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.945, mIoU: 0.734
2023-07-30 03:09:10,638 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.945, mIoU: 0.734
2023-07-30 03:09:10,753 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.945, mIoU: 0.735
2023-07-30 03:09:10,864 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.945, mIoU: 0.735
2023-07-30 03:09:10,975 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.945, mIoU: 0.735
2023-07-30 03:09:11,083 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.944, mIoU: 0.735
2023-07-30 03:09:11,196 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.944, mIoU: 0.735
2023-07-30 03:09:11,314 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-30 03:09:11,431 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-30 03:09:11,546 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.943, mIoU: 0.731
2023-07-30 03:09:11,660 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-30 03:09:11,776 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.943, mIoU: 0.731
2023-07-30 03:09:11,883 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.943, mIoU: 0.731
2023-07-30 03:09:11,992 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.944, mIoU: 0.731
2023-07-30 03:09:12,100 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.944, mIoU: 0.732
2023-07-30 03:09:12,241 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.944, mIoU: 0.732
2023-07-30 03:09:12,393 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.943, mIoU: 0.731
2023-07-30 03:09:12,535 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.943, mIoU: 0.731
2023-07-30 03:09:12,672 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.943, mIoU: 0.731
2023-07-30 03:09:12,809 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.944, mIoU: 0.731
2023-07-30 03:09:12,941 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.944, mIoU: 0.731
2023-07-30 03:09:13,070 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.944, mIoU: 0.730
2023-07-30 03:09:13,199 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.944, mIoU: 0.730
2023-07-30 03:09:13,325 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.944, mIoU: 0.731
2023-07-30 03:09:13,451 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.944, mIoU: 0.731
2023-07-30 03:09:13,575 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.944, mIoU: 0.733
2023-07-30 03:09:13,698 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.944, mIoU: 0.732
2023-07-30 03:09:13,824 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.944, mIoU: 0.732
2023-07-30 03:09:13,943 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.944, mIoU: 0.731
2023-07-30 03:09:14,063 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.944, mIoU: 0.731
2023-07-30 03:09:14,182 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.944, mIoU: 0.733
2023-07-30 03:09:14,299 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.944, mIoU: 0.733
2023-07-30 03:09:14,417 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-30 03:09:14,535 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.943, mIoU: 0.733
2023-07-30 03:09:14,652 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.943, mIoU: 0.733
2023-07-30 03:09:14,768 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.943, mIoU: 0.733
2023-07-30 03:09:14,883 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.943, mIoU: 0.733
2023-07-30 03:09:15,000 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.944, mIoU: 0.733
2023-07-30 03:09:15,113 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.944, mIoU: 0.733
2023-07-30 03:09:15,227 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.944, mIoU: 0.733
2023-07-30 03:09:15,342 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.944, mIoU: 0.732
2023-07-30 03:09:15,459 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.944, mIoU: 0.732
2023-07-30 03:09:15,571 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.945, mIoU: 0.732
2023-07-30 03:09:15,684 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.945, mIoU: 0.732
2023-07-30 03:09:15,798 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.945, mIoU: 0.730
2023-07-30 03:09:15,914 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.944, mIoU: 0.731
2023-07-30 03:09:16,031 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.944, mIoU: 0.732
2023-07-30 03:09:16,142 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.944, mIoU: 0.733
2023-07-30 03:09:16,255 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.944, mIoU: 0.733
2023-07-30 03:09:16,369 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.944, mIoU: 0.732
2023-07-30 03:09:16,482 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.945, mIoU: 0.732
2023-07-30 03:09:16,593 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.945, mIoU: 0.731
2023-07-30 03:09:16,704 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.945, mIoU: 0.733
2023-07-30 03:09:16,819 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.945, mIoU: 0.733
2023-07-30 03:09:16,932 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.945, mIoU: 0.732
2023-07-30 03:09:17,047 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.945, mIoU: 0.732
2023-07-30 03:09:17,159 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.945, mIoU: 0.731
2023-07-30 03:09:17,271 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.945, mIoU: 0.732
2023-07-30 03:09:17,383 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.945, mIoU: 0.733
2023-07-30 03:09:17,499 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.945, mIoU: 0.733
2023-07-30 03:09:17,610 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.945, mIoU: 0.733
2023-07-30 03:09:17,722 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.945, mIoU: 0.733
2023-07-30 03:09:17,834 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.945, mIoU: 0.734
2023-07-30 03:09:17,946 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.945, mIoU: 0.734
2023-07-30 03:09:18,059 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.945, mIoU: 0.734
2023-07-30 03:09:18,173 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.945, mIoU: 0.734
2023-07-30 03:09:18,286 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.945, mIoU: 0.733
2023-07-30 03:09:18,400 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.945, mIoU: 0.733
2023-07-30 03:09:18,512 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.945, mIoU: 0.730
2023-07-30 03:09:18,624 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.945, mIoU: 0.729
2023-07-30 03:09:18,737 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.945, mIoU: 0.730
2023-07-30 03:09:18,849 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.945, mIoU: 0.730
2023-07-30 03:09:18,963 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.945, mIoU: 0.729
2023-07-30 03:09:19,079 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.945, mIoU: 0.729
2023-07-30 03:09:19,195 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.945, mIoU: 0.729
2023-07-30 03:09:19,313 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.945, mIoU: 0.730
2023-07-30 03:09:19,433 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.945, mIoU: 0.730
2023-07-30 03:09:19,549 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.945, mIoU: 0.730
2023-07-30 03:09:19,665 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.946, mIoU: 0.730
2023-07-30 03:09:19,780 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.946, mIoU: 0.730
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2023-07-30 03:09:42,073 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-30 03:09:42,187 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-30 03:09:42,300 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-30 03:09:42,411 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-30 03:09:42,525 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-30 03:09:42,642 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-30 03:09:42,756 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-30 03:09:42,870 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-30 03:09:42,985 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-30 03:09:43,099 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-30 03:09:43,214 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-30 03:09:43,327 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-30 03:09:43,436 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-30 03:09:43,546 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-30 03:09:43,656 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-30 03:09:43,772 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-30 03:09:43,891 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.950, mIoU: 0.726
2023-07-30 03:09:44,009 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-30 03:09:44,123 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-30 03:09:44,238 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-30 03:09:44,347 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-30 03:09:44,456 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-30 03:09:44,575 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-30 03:09:44,698 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-30 03:09:44,821 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-30 03:09:44,941 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-30 03:09:45,060 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-30 03:09:45,181 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-30 03:09:45,303 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-30 03:09:45,421 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-30 03:09:45,539 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-30 03:09:45,659 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-30 03:09:45,778 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-30 03:09:45,895 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-30 03:09:46,015 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.951, mIoU: 0.728
2023-07-30 03:09:46,136 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.951, mIoU: 0.728
2023-07-30 03:09:46,254 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.951, mIoU: 0.728
2023-07-30 03:09:46,371 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.951, mIoU: 0.728
2023-07-30 03:09:46,489 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.951, mIoU: 0.729
2023-07-30 03:09:46,604 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.951, mIoU: 0.729
2023-07-30 03:09:46,717 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.951, mIoU: 0.729
2023-07-30 03:09:46,836 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.951, mIoU: 0.729
2023-07-30 03:09:46,956 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.951, mIoU: 0.729
2023-07-30 03:09:47,071 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.951, mIoU: 0.729
2023-07-30 03:09:47,184 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.951, mIoU: 0.729
2023-07-30 03:09:47,302 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.951, mIoU: 0.729
2023-07-30 03:09:47,418 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.951, mIoU: 0.729
2023-07-30 03:09:47,530 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.951, mIoU: 0.729
2023-07-30 03:09:47,643 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.951, mIoU: 0.729
2023-07-30 03:09:47,754 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.951, mIoU: 0.729
2023-07-30 03:09:47,871 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.951, mIoU: 0.730
2023-07-30 03:09:47,988 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.951, mIoU: 0.730
2023-07-30 03:09:48,104 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.951, mIoU: 0.730
2023-07-30 03:09:48,219 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.951, mIoU: 0.730
2023-07-30 03:09:48,336 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.951, mIoU: 0.730
2023-07-30 03:09:48,451 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.951, mIoU: 0.730
2023-07-30 03:09:48,563 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.951, mIoU: 0.730
2023-07-30 03:09:48,681 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.951, mIoU: 0.730
2023-07-30 03:09:48,799 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-30 03:09:48,915 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-30 03:09:49,030 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-30 03:09:49,144 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-30 03:09:49,257 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-30 03:09:49,370 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-30 03:09:49,479 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-30 03:09:49,588 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-30 03:09:49,700 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-30 03:09:49,817 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-30 03:09:49,932 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-30 03:09:50,046 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-30 03:09:50,159 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-30 03:09:50,272 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-30 03:09:50,386 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-30 03:09:50,498 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-30 03:09:50,605 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-30 03:09:50,724 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-30 03:09:50,849 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-30 03:09:50,975 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-30 03:09:51,097 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-30 03:09:51,219 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-30 03:09:51,342 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-30 03:09:51,465 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-30 03:09:51,585 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-30 03:09:51,705 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-30 03:09:51,824 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-30 03:09:51,944 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-30 03:09:52,060 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-30 03:09:52,180 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-30 03:09:52,298 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-30 03:09:52,419 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-30 03:09:52,540 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-30 03:09:52,655 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-30 03:09:52,769 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.953, mIoU: 0.732
2023-07-30 03:09:52,890 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.953, mIoU: 0.732
2023-07-30 03:09:53,008 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.953, mIoU: 0.732
2023-07-30 03:09:53,125 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.953, mIoU: 0.732
2023-07-30 03:09:53,241 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.953, mIoU: 0.733
2023-07-30 03:09:53,356 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.953, mIoU: 0.733
2023-07-30 03:09:53,474 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.953, mIoU: 0.733
2023-07-30 03:09:53,591 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.953, mIoU: 0.733
2023-07-30 03:09:53,710 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.953, mIoU: 0.732
2023-07-30 03:09:53,826 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.953, mIoU: 0.732
2023-07-30 03:09:53,941 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.953, mIoU: 0.732
2023-07-30 03:09:54,055 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.953, mIoU: 0.732
2023-07-30 03:09:54,170 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.953, mIoU: 0.732
2023-07-30 03:09:54,284 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.953, mIoU: 0.732
2023-07-30 03:09:54,402 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.953, mIoU: 0.732
2023-07-30 03:09:54,511 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.953, mIoU: 0.732
2023-07-30 03:09:54,628 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.953, mIoU: 0.732
2023-07-30 03:09:54,747 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.953, mIoU: 0.732
2023-07-30 03:09:54,863 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.953, mIoU: 0.732
2023-07-30 03:09:54,981 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.953, mIoU: 0.733
2023-07-30 03:09:55,093 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.953, mIoU: 0.733
2023-07-30 03:09:55,205 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.953, mIoU: 0.733
2023-07-30 03:09:55,317 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.953, mIoU: 0.732
2023-07-30 03:09:55,437 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.953, mIoU: 0.733
2023-07-30 03:09:55,555 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.953, mIoU: 0.733
2023-07-30 03:09:55,669 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.953, mIoU: 0.733
2023-07-30 03:09:55,781 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.953, mIoU: 0.733
2023-07-30 03:09:55,893 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.953, mIoU: 0.733
2023-07-30 03:09:56,006 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.953, mIoU: 0.733
2023-07-30 03:09:56,114 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.953, mIoU: 0.733
2023-07-30 03:09:56,223 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.733
2023-07-30 03:09:56,326 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.953, mIoU: 0.733
2023-07-30 03:09:56,441 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.734
2023-07-30 03:09:56,544 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.734
2023-07-30 03:09:56,650 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.953, mIoU: 0.734
2023-07-30 03:09:56,758 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.734
2023-07-30 03:09:56,870 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.734
2023-07-30 03:09:56,989 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.734
2023-07-30 03:09:57,104 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.734
2023-07-30 03:09:57,221 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.734
2023-07-30 03:09:57,334 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.954, mIoU: 0.734
2023-07-30 03:10:31,843 semantic_segmentation INFO: Iters: 65610/150000 || Lr: 0.011918 || Task Loss: 0.1977 || KD Loss: 0.0355|| 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: 2 days, 13:27:38 || Estimated Time: 3 days, 7:03:09
2023-07-30 03:11:06,172 semantic_segmentation INFO: Iters: 65620/150000 || Lr: 0.011917 || Task Loss: 0.3198 || KD Loss: 0.0979|| 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: 2 days, 13:28:13 || Estimated Time: 3 days, 7:02:36
2023-07-30 03:11:40,505 semantic_segmentation INFO: Iters: 65630/150000 || Lr: 0.011916 || Task Loss: 0.1202 || KD Loss: 0.0354|| 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: 2 days, 13:28:47 || Estimated Time: 3 days, 7:02:03
2023-07-30 03:12:14,547 semantic_segmentation INFO: Iters: 65640/150000 || Lr: 0.011914 || Task Loss: 0.1610 || KD Loss: 0.0541|| 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, 13:29:21 || Estimated Time: 3 days, 7:01:30
2023-07-30 03:12:48,648 semantic_segmentation INFO: Iters: 65650/150000 || Lr: 0.011913 || Task Loss: 0.2467 || KD Loss: 0.0571|| 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, 13:29:55 || Estimated Time: 3 days, 7:00:57
2023-07-30 03:13:23,040 semantic_segmentation INFO: Iters: 65660/150000 || Lr: 0.011912 || Task Loss: 0.2223 || KD Loss: 0.0525|| 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: 2 days, 13:30:29 || Estimated Time: 3 days, 7:00:24
2023-07-30 03:13:57,067 semantic_segmentation INFO: Iters: 65670/150000 || Lr: 0.011911 || Task Loss: 0.2134 || KD Loss: 0.0664|| 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, 13:31:03 || Estimated Time: 3 days, 6:59:50
2023-07-30 03:14:31,283 semantic_segmentation INFO: Iters: 65680/150000 || Lr: 0.011909 || Task Loss: 0.3310 || KD Loss: 0.1540|| 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, 13:31:38 || Estimated Time: 3 days, 6:59:17
2023-07-30 03:15:05,441 semantic_segmentation INFO: Iters: 65690/150000 || Lr: 0.011908 || Task Loss: 0.2017 || KD Loss: 0.0508|| 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, 13:32:12 || Estimated Time: 3 days, 6:58:44
2023-07-30 03:15:39,586 semantic_segmentation INFO: Iters: 65700/150000 || Lr: 0.011907 || Task Loss: 0.1871 || KD Loss: 0.0453|| 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: 2 days, 13:32:46 || Estimated Time: 3 days, 6:58:11
2023-07-30 03:16:13,701 semantic_segmentation INFO: Iters: 65710/150000 || Lr: 0.011906 || Task Loss: 0.2285 || KD Loss: 0.0826|| 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: 2 days, 13:33:20 || Estimated Time: 3 days, 6:57:38
2023-07-30 03:16:51,288 semantic_segmentation INFO: Iters: 65720/150000 || Lr: 0.011904 || Task Loss: 0.2029 || KD Loss: 0.0556|| 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: 2 days, 13:33:58 || Estimated Time: 3 days, 6:57:09
2023-07-30 03:17:25,340 semantic_segmentation INFO: Iters: 65730/150000 || Lr: 0.011903 || Task Loss: 0.2519 || KD Loss: 0.0877|| 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: 2 days, 13:34:32 || Estimated Time: 3 days, 6:56:36
2023-07-30 03:17:59,452 semantic_segmentation INFO: Iters: 65740/150000 || Lr: 0.011902 || Task Loss: 0.2541 || KD Loss: 0.0542|| 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, 13:35:06 || Estimated Time: 3 days, 6:56:02
2023-07-30 03:18:33,532 semantic_segmentation INFO: Iters: 65750/150000 || Lr: 0.011901 || Task Loss: 0.3115 || KD Loss: 0.1130|| 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: 2 days, 13:35:40 || Estimated Time: 3 days, 6:55:29
2023-07-30 03:19:07,634 semantic_segmentation INFO: Iters: 65760/150000 || Lr: 0.011899 || Task Loss: 0.1938 || KD Loss: 0.0429|| 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: 2 days, 13:36:14 || Estimated Time: 3 days, 6:54:56
2023-07-30 03:19:41,836 semantic_segmentation INFO: Iters: 65770/150000 || Lr: 0.011898 || Task Loss: 0.1868 || KD Loss: 0.0508|| 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: 2 days, 13:36:48 || Estimated Time: 3 days, 6:54:23
2023-07-30 03:20:15,887 semantic_segmentation INFO: Iters: 65780/150000 || Lr: 0.011897 || Task Loss: 0.2875 || KD Loss: 0.0949|| 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: 2 days, 13:37:22 || Estimated Time: 3 days, 6:53:49
2023-07-30 03:20:50,039 semantic_segmentation INFO: Iters: 65790/150000 || Lr: 0.011895 || Task Loss: 0.1817 || KD Loss: 0.0575|| 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: 2 days, 13:37:56 || Estimated Time: 3 days, 6:53:16
2023-07-30 03:21:24,315 semantic_segmentation INFO: Iters: 65800/150000 || Lr: 0.011894 || Task Loss: 0.1795 || KD Loss: 0.0451|| 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, 13:38:31 || Estimated Time: 3 days, 6:52:43
2023-07-30 03:21:58,458 semantic_segmentation INFO: Iters: 65810/150000 || Lr: 0.011893 || Task Loss: 0.1491 || KD Loss: 0.1886|| 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, 13:39:05 || Estimated Time: 3 days, 6:52:10
2023-07-30 03:22:32,723 semantic_segmentation INFO: Iters: 65820/150000 || Lr: 0.011892 || Task Loss: 0.2577 || KD Loss: 0.1039|| 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: 2 days, 13:39:39 || Estimated Time: 3 days, 6:51:37
2023-07-30 03:23:06,871 semantic_segmentation INFO: Iters: 65830/150000 || Lr: 0.011890 || Task Loss: 0.2460 || KD Loss: 0.0667|| 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: 2 days, 13:40:13 || Estimated Time: 3 days, 6:51:04
2023-07-30 03:23:41,055 semantic_segmentation INFO: Iters: 65840/150000 || Lr: 0.011889 || Task Loss: 0.1929 || KD Loss: 0.0512|| 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, 13:40:47 || Estimated Time: 3 days, 6:50:31
2023-07-30 03:24:15,267 semantic_segmentation INFO: Iters: 65850/150000 || Lr: 0.011888 || Task Loss: 0.1581 || KD Loss: 0.0428|| 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: 2 days, 13:41:22 || Estimated Time: 3 days, 6:49:58
2023-07-30 03:24:49,317 semantic_segmentation INFO: Iters: 65860/150000 || Lr: 0.011887 || Task Loss: 0.2084 || KD Loss: 0.0453|| 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, 13:41:56 || Estimated Time: 3 days, 6:49:24
2023-07-30 03:25:23,465 semantic_segmentation INFO: Iters: 65870/150000 || Lr: 0.011885 || Task Loss: 0.2961 || KD Loss: 0.0853|| 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: 2 days, 13:42:30 || Estimated Time: 3 days, 6:48:51
2023-07-30 03:25:57,626 semantic_segmentation INFO: Iters: 65880/150000 || Lr: 0.011884 || Task Loss: 0.2186 || KD Loss: 0.0527|| 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, 13:43:04 || Estimated Time: 3 days, 6:48:18
2023-07-30 03:26:31,780 semantic_segmentation INFO: Iters: 65890/150000 || Lr: 0.011883 || Task Loss: 0.1894 || KD Loss: 0.0510|| 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, 13:43:38 || Estimated Time: 3 days, 6:47:45
2023-07-30 03:27:05,889 semantic_segmentation INFO: Iters: 65900/150000 || Lr: 0.011881 || Task Loss: 0.2263 || KD Loss: 0.0464|| 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, 13:44:12 || Estimated Time: 3 days, 6:47:12
2023-07-30 03:27:39,960 semantic_segmentation INFO: Iters: 65910/150000 || Lr: 0.011880 || Task Loss: 0.2091 || KD Loss: 0.0510|| 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: 2 days, 13:44:46 || Estimated Time: 3 days, 6:46:38
2023-07-30 03:28:14,161 semantic_segmentation INFO: Iters: 65920/150000 || Lr: 0.011879 || Task Loss: 0.1987 || KD Loss: 0.0701|| 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, 13:45:21 || Estimated Time: 3 days, 6:46:05
2023-07-30 03:28:48,243 semantic_segmentation INFO: Iters: 65930/150000 || Lr: 0.011878 || Task Loss: 0.1692 || KD Loss: 0.0349|| 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, 13:45:55 || Estimated Time: 3 days, 6:45:32
2023-07-30 03:29:22,349 semantic_segmentation INFO: Iters: 65940/150000 || Lr: 0.011876 || Task Loss: 0.1774 || KD Loss: 0.0629|| 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: 2 days, 13:46:29 || Estimated Time: 3 days, 6:44:59
2023-07-30 03:29:56,608 semantic_segmentation INFO: Iters: 65950/150000 || Lr: 0.011875 || Task Loss: 0.1855 || KD Loss: 0.0592|| 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, 13:47:03 || Estimated Time: 3 days, 6:44:26
2023-07-30 03:30:30,755 semantic_segmentation INFO: Iters: 65960/150000 || Lr: 0.011874 || Task Loss: 0.1802 || KD Loss: 0.0569|| 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, 13:47:37 || Estimated Time: 3 days, 6:43:52
2023-07-30 03:31:04,889 semantic_segmentation INFO: Iters: 65970/150000 || Lr: 0.011873 || Task Loss: 0.1809 || KD Loss: 0.0803|| 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, 13:48:11 || Estimated Time: 3 days, 6:43:19
2023-07-30 03:31:39,215 semantic_segmentation INFO: Iters: 65980/150000 || Lr: 0.011871 || Task Loss: 0.1925 || KD Loss: 0.0444|| 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, 13:48:46 || Estimated Time: 3 days, 6:42:46
2023-07-30 03:32:13,303 semantic_segmentation INFO: Iters: 65990/150000 || Lr: 0.011870 || Task Loss: 0.1833 || KD Loss: 0.0525|| 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, 13:49:20 || Estimated Time: 3 days, 6:42:13
2023-07-30 03:32:47,469 semantic_segmentation INFO: Iters: 66000/150000 || Lr: 0.011869 || Task Loss: 0.2401 || KD Loss: 0.0657|| 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: 2 days, 13:49:54 || Estimated Time: 3 days, 6:41:40
2023-07-30 03:33:21,479 semantic_segmentation INFO: Iters: 66010/150000 || Lr: 0.011867 || Task Loss: 0.1846 || KD Loss: 0.0440|| 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, 13:50:28 || Estimated Time: 3 days, 6:41:07
2023-07-30 03:33:55,748 semantic_segmentation INFO: Iters: 66020/150000 || Lr: 0.011866 || Task Loss: 0.2094 || KD Loss: 0.0654|| 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: 2 days, 13:51:02 || Estimated Time: 3 days, 6:40:33
2023-07-30 03:34:30,049 semantic_segmentation INFO: Iters: 66030/150000 || Lr: 0.011865 || Task Loss: 0.2093 || KD Loss: 0.0452|| 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: 2 days, 13:51:36 || Estimated Time: 3 days, 6:40:00
2023-07-30 03:35:04,262 semantic_segmentation INFO: Iters: 66040/150000 || Lr: 0.011864 || Task Loss: 0.1702 || KD Loss: 0.0610|| 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, 13:52:11 || Estimated Time: 3 days, 6:39:27
2023-07-30 03:35:38,466 semantic_segmentation INFO: Iters: 66050/150000 || Lr: 0.011862 || Task Loss: 0.1248 || KD Loss: 0.0383|| 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, 13:52:45 || Estimated Time: 3 days, 6:38:54
2023-07-30 03:36:12,486 semantic_segmentation INFO: Iters: 66060/150000 || Lr: 0.011861 || Task Loss: 0.1570 || KD Loss: 0.0436|| 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: 2 days, 13:53:19 || Estimated Time: 3 days, 6:38:21
2023-07-30 03:36:46,658 semantic_segmentation INFO: Iters: 66070/150000 || Lr: 0.011860 || Task Loss: 0.2572 || KD Loss: 0.0674|| 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: 2 days, 13:53:53 || Estimated Time: 3 days, 6:37:48
2023-07-30 03:37:20,940 semantic_segmentation INFO: Iters: 66080/150000 || Lr: 0.011859 || Task Loss: 0.1606 || KD Loss: 0.0349|| 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, 13:54:27 || Estimated Time: 3 days, 6:37:15
2023-07-30 03:37:55,007 semantic_segmentation INFO: Iters: 66090/150000 || Lr: 0.011857 || Task Loss: 0.1621 || KD Loss: 0.0478|| 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: 2 days, 13:55:01 || Estimated Time: 3 days, 6:36:41
2023-07-30 03:38:29,084 semantic_segmentation INFO: Iters: 66100/150000 || Lr: 0.011856 || Task Loss: 0.2918 || KD Loss: 0.0783|| 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: 2 days, 13:55:35 || Estimated Time: 3 days, 6:36:08
2023-07-30 03:39:03,378 semantic_segmentation INFO: Iters: 66110/150000 || Lr: 0.011855 || Task Loss: 0.2206 || KD Loss: 0.0649|| 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, 13:56:10 || Estimated Time: 3 days, 6:35:35
2023-07-30 03:39:37,538 semantic_segmentation INFO: Iters: 66120/150000 || Lr: 0.011853 || Task Loss: 0.2375 || KD Loss: 0.0670|| 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: 2 days, 13:56:44 || Estimated Time: 3 days, 6:35:02
2023-07-30 03:40:11,623 semantic_segmentation INFO: Iters: 66130/150000 || Lr: 0.011852 || Task Loss: 0.1749 || KD Loss: 0.0443|| 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: 2 days, 13:57:18 || Estimated Time: 3 days, 6:34:29
2023-07-30 03:40:46,023 semantic_segmentation INFO: Iters: 66140/150000 || Lr: 0.011851 || Task Loss: 0.1923 || KD Loss: 0.0487|| 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, 13:57:52 || Estimated Time: 3 days, 6:33:56
2023-07-30 03:41:20,136 semantic_segmentation INFO: Iters: 66150/150000 || Lr: 0.011850 || Task Loss: 0.1477 || KD Loss: 0.0379|| 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: 2 days, 13:58:26 || Estimated Time: 3 days, 6:33:23
2023-07-30 03:41:54,265 semantic_segmentation INFO: Iters: 66160/150000 || Lr: 0.011848 || Task Loss: 0.2063 || KD Loss: 0.0450|| 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: 2 days, 13:59:01 || Estimated Time: 3 days, 6:32:49
2023-07-30 03:42:32,114 semantic_segmentation INFO: Iters: 66170/150000 || Lr: 0.011847 || Task Loss: 0.1943 || KD Loss: 0.0456|| 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, 13:59:38 || Estimated Time: 3 days, 6:32:21
2023-07-30 03:43:06,237 semantic_segmentation INFO: Iters: 66180/150000 || Lr: 0.011846 || Task Loss: 0.1923 || KD Loss: 0.0801|| 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: 2 days, 14:00:13 || Estimated Time: 3 days, 6:31:48
2023-07-30 03:43:40,235 semantic_segmentation INFO: Iters: 66190/150000 || Lr: 0.011845 || Task Loss: 0.2470 || KD Loss: 0.0634|| 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: 2 days, 14:00:47 || Estimated Time: 3 days, 6:31:14
2023-07-30 03:44:14,369 semantic_segmentation INFO: Iters: 66200/150000 || Lr: 0.011843 || Task Loss: 0.2602 || KD Loss: 0.0605|| 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: 2 days, 14:01:21 || Estimated Time: 3 days, 6:30:41
2023-07-30 03:44:48,537 semantic_segmentation INFO: Iters: 66210/150000 || Lr: 0.011842 || Task Loss: 0.2451 || KD Loss: 0.0660|| 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: 2 days, 14:01:55 || Estimated Time: 3 days, 6:30:08
2023-07-30 03:45:22,634 semantic_segmentation INFO: Iters: 66220/150000 || Lr: 0.011841 || Task Loss: 0.1807 || KD Loss: 0.0532|| 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: 2 days, 14:02:29 || Estimated Time: 3 days, 6:29:35
2023-07-30 03:45:56,673 semantic_segmentation INFO: Iters: 66230/150000 || Lr: 0.011839 || Task Loss: 0.1920 || KD Loss: 0.0459|| 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: 2 days, 14:03:03 || Estimated Time: 3 days, 6:29:01
2023-07-30 03:46:30,910 semantic_segmentation INFO: Iters: 66240/150000 || Lr: 0.011838 || Task Loss: 0.2080 || KD Loss: 0.0516|| 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: 2 days, 14:03:37 || Estimated Time: 3 days, 6:28:28
2023-07-30 03:47:05,130 semantic_segmentation INFO: Iters: 66250/150000 || Lr: 0.011837 || Task Loss: 0.2439 || KD Loss: 0.0661|| 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: 2 days, 14:04:11 || Estimated Time: 3 days, 6:27:55
2023-07-30 03:47:39,351 semantic_segmentation INFO: Iters: 66260/150000 || Lr: 0.011836 || Task Loss: 0.1933 || KD Loss: 0.0448|| 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: 2 days, 14:04:46 || Estimated Time: 3 days, 6:27:22
2023-07-30 03:48:13,528 semantic_segmentation INFO: Iters: 66270/150000 || Lr: 0.011834 || Task Loss: 0.1472 || KD Loss: 0.0350|| 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, 14:05:20 || Estimated Time: 3 days, 6:26:49
2023-07-30 03:48:47,773 semantic_segmentation INFO: Iters: 66280/150000 || Lr: 0.011833 || Task Loss: 0.2527 || KD Loss: 0.0728|| 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: 2 days, 14:05:54 || Estimated Time: 3 days, 6:26:16
2023-07-30 03:49:21,862 semantic_segmentation INFO: Iters: 66290/150000 || Lr: 0.011832 || Task Loss: 0.2630 || KD Loss: 0.0634|| 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: 2 days, 14:06:28 || Estimated Time: 3 days, 6:25:42
2023-07-30 03:49:56,032 semantic_segmentation INFO: Iters: 66300/150000 || Lr: 0.011831 || Task Loss: 0.1940 || KD Loss: 0.0537|| 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: 2 days, 14:07:02 || Estimated Time: 3 days, 6:25:09
2023-07-30 03:50:30,030 semantic_segmentation INFO: Iters: 66310/150000 || Lr: 0.011829 || Task Loss: 0.1983 || KD Loss: 0.0735|| 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: 2 days, 14:07:36 || Estimated Time: 3 days, 6:24:36
2023-07-30 03:51:04,248 semantic_segmentation INFO: Iters: 66320/150000 || Lr: 0.011828 || Task Loss: 0.1293 || KD Loss: 0.0292|| 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, 14:08:11 || Estimated Time: 3 days, 6:24:03
2023-07-30 03:51:38,273 semantic_segmentation INFO: Iters: 66330/150000 || Lr: 0.011827 || Task Loss: 0.1299 || KD Loss: 0.0365|| 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, 14:08:45 || Estimated Time: 3 days, 6:23:29
2023-07-30 03:52:12,341 semantic_segmentation INFO: Iters: 66340/150000 || Lr: 0.011825 || Task Loss: 0.1517 || KD Loss: 0.0350|| 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, 14:09:19 || Estimated Time: 3 days, 6:22:56
2023-07-30 03:52:46,525 semantic_segmentation INFO: Iters: 66350/150000 || Lr: 0.011824 || Task Loss: 0.2846 || KD Loss: 0.0694|| 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: 2 days, 14:09:53 || Estimated Time: 3 days, 6:22:23
2023-07-30 03:53:20,741 semantic_segmentation INFO: Iters: 66360/150000 || Lr: 0.011823 || Task Loss: 0.1925 || KD Loss: 0.0436|| 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, 14:10:27 || Estimated Time: 3 days, 6:21:50
2023-07-30 03:53:55,274 semantic_segmentation INFO: Iters: 66370/150000 || Lr: 0.011822 || Task Loss: 0.1970 || KD Loss: 0.0532|| 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, 14:11:02 || Estimated Time: 3 days, 6:21:17
2023-07-30 03:54:29,363 semantic_segmentation INFO: Iters: 66380/150000 || Lr: 0.011820 || Task Loss: 0.2163 || KD Loss: 0.0502|| 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, 14:11:36 || Estimated Time: 3 days, 6:20:44
2023-07-30 03:55:03,466 semantic_segmentation INFO: Iters: 66390/150000 || Lr: 0.011819 || Task Loss: 0.1761 || KD Loss: 0.0488|| 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: 2 days, 14:12:10 || Estimated Time: 3 days, 6:20:11
2023-07-30 03:55:37,560 semantic_segmentation INFO: Iters: 66400/150000 || Lr: 0.011818 || Task Loss: 0.1617 || KD Loss: 0.0524|| 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, 14:12:44 || Estimated Time: 3 days, 6:19:37
2023-07-30 03:55:37,627 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 03:55:38,472 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.405
2023-07-30 03:55:38,594 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.495
2023-07-30 03:55:38,704 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.495
2023-07-30 03:55:38,818 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.525
2023-07-30 03:55:38,934 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.519
2023-07-30 03:55:39,047 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.526
2023-07-30 03:55:39,158 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.572
2023-07-30 03:55:39,273 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.614
2023-07-30 03:55:39,390 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.625
2023-07-30 03:55:39,506 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.663
2023-07-30 03:55:39,621 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.673
2023-07-30 03:55:39,731 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.690
2023-07-30 03:55:39,844 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.694
2023-07-30 03:55:39,960 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.958, mIoU: 0.689
2023-07-30 03:55:40,073 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.689
2023-07-30 03:55:40,183 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.682
2023-07-30 03:55:40,293 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.686
2023-07-30 03:55:40,405 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.687
2023-07-30 03:55:40,512 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.694
2023-07-30 03:55:40,623 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.954, mIoU: 0.700
2023-07-30 03:55:40,728 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.701
2023-07-30 03:55:40,831 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.708
2023-07-30 03:55:40,934 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.710
2023-07-30 03:55:41,037 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-30 03:55:41,142 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-30 03:55:41,246 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-30 03:55:41,349 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 03:55:41,462 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-30 03:55:41,565 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-30 03:55:41,675 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.723
2023-07-30 03:55:41,779 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 03:55:41,887 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-30 03:55:41,993 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 03:55:42,109 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-30 03:55:42,225 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 03:55:42,340 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-30 03:55:42,460 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-30 03:55:42,578 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-30 03:55:42,694 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.709
2023-07-30 03:55:42,807 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.709
2023-07-30 03:55:42,923 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 03:55:43,043 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 03:55:43,155 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-30 03:55:43,269 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 03:55:43,383 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.710
2023-07-30 03:55:43,499 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-30 03:55:43,611 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.711
2023-07-30 03:55:43,718 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.710
2023-07-30 03:55:43,824 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.713
2023-07-30 03:55:43,935 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.715
2023-07-30 03:55:44,046 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.715
2023-07-30 03:55:44,168 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.721
2023-07-30 03:55:44,286 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-30 03:55:44,401 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-30 03:55:44,517 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.723
2023-07-30 03:55:44,630 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-30 03:55:44,737 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-30 03:55:44,846 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.949, mIoU: 0.732
2023-07-30 03:55:44,959 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-30 03:55:45,075 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.732
2023-07-30 03:55:45,192 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-30 03:55:45,310 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.736
2023-07-30 03:55:45,427 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-30 03:55:45,543 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-30 03:55:45,655 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-30 03:55:45,767 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-30 03:55:45,871 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.948, mIoU: 0.740
2023-07-30 03:55:45,980 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.741
2023-07-30 03:55:46,087 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.947, mIoU: 0.739
2023-07-30 03:55:46,198 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-30 03:55:46,314 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-30 03:55:46,429 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-30 03:55:46,550 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-30 03:55:46,668 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-30 03:55:46,780 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.948, mIoU: 0.738
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2023-07-30 03:56:31,424 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 03:56:31,532 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 03:56:31,641 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 03:56:31,746 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 03:56:31,860 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 03:56:31,978 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 03:56:32,104 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 03:56:32,222 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 03:56:32,339 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 03:56:32,455 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 03:56:32,571 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 03:56:32,687 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 03:56:32,809 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 03:56:32,927 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 03:56:33,044 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 03:56:33,161 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 03:56:33,276 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 03:56:33,389 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 03:56:33,506 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 03:56:33,626 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 03:56:33,742 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 03:56:33,857 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 03:56:33,970 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 03:56:34,084 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-30 03:56:34,199 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-30 03:56:34,312 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 03:56:34,427 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 03:56:34,542 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 03:56:34,661 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 03:56:34,772 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 03:56:34,883 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 03:56:34,995 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 03:56:35,108 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 03:56:35,222 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 03:56:35,329 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 03:56:35,436 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 03:56:35,544 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 03:57:10,089 semantic_segmentation INFO: Iters: 66410/150000 || Lr: 0.011817 || Task Loss: 0.2020 || KD Loss: 0.0595|| 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, 14:14:16 || Estimated Time: 3 days, 6:20:18
2023-07-30 03:57:44,084 semantic_segmentation INFO: Iters: 66420/150000 || Lr: 0.011815 || Task Loss: 0.1660 || KD Loss: 0.0405|| 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, 14:14:50 || Estimated Time: 3 days, 6:19:44
2023-07-30 03:58:18,125 semantic_segmentation INFO: Iters: 66430/150000 || Lr: 0.011814 || Task Loss: 0.1483 || KD Loss: 0.0344|| 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, 14:15:24 || Estimated Time: 3 days, 6:19:11
2023-07-30 03:58:52,185 semantic_segmentation INFO: Iters: 66440/150000 || Lr: 0.011813 || Task Loss: 0.2428 || KD Loss: 0.0509|| 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: 2 days, 14:15:59 || Estimated Time: 3 days, 6:18:37
2023-07-30 03:59:26,297 semantic_segmentation INFO: Iters: 66450/150000 || Lr: 0.011811 || Task Loss: 0.1680 || KD Loss: 0.0375|| 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: 2 days, 14:16:33 || Estimated Time: 3 days, 6:18:04
2023-07-30 04:00:00,228 semantic_segmentation INFO: Iters: 66460/150000 || Lr: 0.011810 || Task Loss: 0.2318 || KD Loss: 0.0471|| 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: 2 days, 14:17:07 || Estimated Time: 3 days, 6:17:31
2023-07-30 04:00:34,406 semantic_segmentation INFO: Iters: 66470/150000 || Lr: 0.011809 || Task Loss: 0.3140 || KD Loss: 0.0811|| 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, 14:17:41 || Estimated Time: 3 days, 6:16:57
2023-07-30 04:01:08,374 semantic_segmentation INFO: Iters: 66480/150000 || Lr: 0.011808 || Task Loss: 0.1923 || KD Loss: 0.0375|| 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: 2 days, 14:18:15 || Estimated Time: 3 days, 6:16:24
2023-07-30 04:01:42,295 semantic_segmentation INFO: Iters: 66490/150000 || Lr: 0.011806 || Task Loss: 0.2630 || KD Loss: 0.0682|| 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: 2 days, 14:18:49 || Estimated Time: 3 days, 6:15:51
2023-07-30 04:02:16,261 semantic_segmentation INFO: Iters: 66500/150000 || Lr: 0.011805 || Task Loss: 0.2268 || KD Loss: 0.0491|| 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: 2 days, 14:19:23 || Estimated Time: 3 days, 6:15:17
2023-07-30 04:02:50,254 semantic_segmentation INFO: Iters: 66510/150000 || Lr: 0.011804 || Task Loss: 0.1862 || KD Loss: 0.0444|| 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, 14:19:57 || Estimated Time: 3 days, 6:14:44
2023-07-30 04:03:24,291 semantic_segmentation INFO: Iters: 66520/150000 || Lr: 0.011803 || Task Loss: 0.2396 || KD Loss: 0.0915|| 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, 14:20:31 || Estimated Time: 3 days, 6:14:10
2023-07-30 04:03:58,372 semantic_segmentation INFO: Iters: 66530/150000 || Lr: 0.011801 || Task Loss: 0.2499 || KD Loss: 0.0481|| 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, 14:21:05 || Estimated Time: 3 days, 6:13:37
2023-07-30 04:04:32,407 semantic_segmentation INFO: Iters: 66540/150000 || Lr: 0.011800 || Task Loss: 0.2465 || KD Loss: 0.0656|| 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, 14:21:39 || Estimated Time: 3 days, 6:13:04
2023-07-30 04:05:06,354 semantic_segmentation INFO: Iters: 66550/150000 || Lr: 0.011799 || Task Loss: 0.2090 || KD Loss: 0.0567|| 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, 14:22:13 || Estimated Time: 3 days, 6:12:30
2023-07-30 04:05:40,269 semantic_segmentation INFO: Iters: 66560/150000 || Lr: 0.011797 || Task Loss: 0.2530 || KD Loss: 0.0538|| 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: 2 days, 14:22:47 || Estimated Time: 3 days, 6:11:57
2023-07-30 04:06:14,336 semantic_segmentation INFO: Iters: 66570/150000 || Lr: 0.011796 || Task Loss: 0.2405 || KD Loss: 0.0652|| 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, 14:23:21 || Estimated Time: 3 days, 6:11:23
2023-07-30 04:06:48,342 semantic_segmentation INFO: Iters: 66580/150000 || Lr: 0.011795 || Task Loss: 0.2027 || KD Loss: 0.0592|| 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: 2 days, 14:23:55 || Estimated Time: 3 days, 6:10:50
2023-07-30 04:07:22,255 semantic_segmentation INFO: Iters: 66590/150000 || Lr: 0.011794 || Task Loss: 0.2191 || KD Loss: 0.0576|| 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, 14:24:29 || Estimated Time: 3 days, 6:10:16
2023-07-30 04:07:57,769 semantic_segmentation INFO: Iters: 66600/150000 || Lr: 0.011792 || Task Loss: 0.1891 || KD Loss: 0.0591|| 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: 2 days, 14:25:04 || Estimated Time: 3 days, 6:09:44
2023-07-30 04:08:33,930 semantic_segmentation INFO: Iters: 66610/150000 || Lr: 0.011791 || Task Loss: 0.1513 || KD Loss: 0.0446|| 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: 2 days, 14:25:40 || Estimated Time: 3 days, 6:09:14
2023-07-30 04:09:07,815 semantic_segmentation INFO: Iters: 66620/150000 || Lr: 0.011790 || Task Loss: 0.2040 || KD Loss: 0.0544|| 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, 14:26:14 || Estimated Time: 3 days, 6:08:41
2023-07-30 04:09:41,932 semantic_segmentation INFO: Iters: 66630/150000 || Lr: 0.011789 || Task Loss: 0.1966 || KD Loss: 0.0494|| 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: 2 days, 14:26:48 || Estimated Time: 3 days, 6:08:07
2023-07-30 04:10:15,836 semantic_segmentation INFO: Iters: 66640/150000 || Lr: 0.011787 || Task Loss: 0.3703 || KD Loss: 0.1800|| 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: 2 days, 14:27:22 || Estimated Time: 3 days, 6:07:34
2023-07-30 04:10:50,039 semantic_segmentation INFO: Iters: 66650/150000 || Lr: 0.011786 || Task Loss: 0.2704 || KD Loss: 0.0683|| 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: 2 days, 14:27:56 || Estimated Time: 3 days, 6:07:01
2023-07-30 04:11:23,886 semantic_segmentation INFO: Iters: 66660/150000 || Lr: 0.011785 || Task Loss: 0.1867 || KD Loss: 0.0428|| 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, 14:28:30 || Estimated Time: 3 days, 6:06:27
2023-07-30 04:11:57,841 semantic_segmentation INFO: Iters: 66670/150000 || Lr: 0.011783 || Task Loss: 0.1845 || KD Loss: 0.0426|| 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: 2 days, 14:29:04 || Estimated Time: 3 days, 6:05:54
2023-07-30 04:12:31,664 semantic_segmentation INFO: Iters: 66680/150000 || Lr: 0.011782 || Task Loss: 0.2429 || KD Loss: 0.0655|| 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: 2 days, 14:29:38 || Estimated Time: 3 days, 6:05:20
2023-07-30 04:13:05,688 semantic_segmentation INFO: Iters: 66690/150000 || Lr: 0.011781 || Task Loss: 0.1561 || KD Loss: 0.0440|| 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: 2 days, 14:30:12 || Estimated Time: 3 days, 6:04:47
2023-07-30 04:13:39,561 semantic_segmentation INFO: Iters: 66700/150000 || Lr: 0.011780 || Task Loss: 0.5064 || KD Loss: 0.3269|| 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: 2 days, 14:30:46 || Estimated Time: 3 days, 6:04:13
2023-07-30 04:14:13,536 semantic_segmentation INFO: Iters: 66710/150000 || Lr: 0.011778 || Task Loss: 0.2673 || KD Loss: 0.0755|| 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, 14:31:20 || Estimated Time: 3 days, 6:03:40
2023-07-30 04:14:47,674 semantic_segmentation INFO: Iters: 66720/150000 || Lr: 0.011777 || Task Loss: 0.2140 || KD Loss: 0.0705|| 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: 2 days, 14:31:54 || Estimated Time: 3 days, 6:03:06
2023-07-30 04:15:21,518 semantic_segmentation INFO: Iters: 66730/150000 || Lr: 0.011776 || Task Loss: 0.2176 || KD Loss: 0.0542|| 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: 2 days, 14:32:28 || Estimated Time: 3 days, 6:02:33
2023-07-30 04:15:55,460 semantic_segmentation INFO: Iters: 66740/150000 || Lr: 0.011775 || Task Loss: 0.1891 || KD Loss: 0.0445|| 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, 14:33:02 || Estimated Time: 3 days, 6:01:59
2023-07-30 04:16:29,422 semantic_segmentation INFO: Iters: 66750/150000 || Lr: 0.011773 || Task Loss: 0.1464 || KD Loss: 0.0413|| 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: 2 days, 14:33:36 || Estimated Time: 3 days, 6:01:26
2023-07-30 04:17:03,308 semantic_segmentation INFO: Iters: 66760/150000 || Lr: 0.011772 || Task Loss: 0.2274 || KD Loss: 0.0621|| 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: 2 days, 14:34:10 || Estimated Time: 3 days, 6:00:52
2023-07-30 04:17:37,321 semantic_segmentation INFO: Iters: 66770/150000 || Lr: 0.011771 || Task Loss: 0.2447 || KD Loss: 0.0950|| 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, 14:34:44 || Estimated Time: 3 days, 6:00:19
2023-07-30 04:18:11,294 semantic_segmentation INFO: Iters: 66780/150000 || Lr: 0.011769 || Task Loss: 0.2124 || KD Loss: 0.0538|| 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: 2 days, 14:35:18 || Estimated Time: 3 days, 5:59:45
2023-07-30 04:18:45,209 semantic_segmentation INFO: Iters: 66790/150000 || Lr: 0.011768 || Task Loss: 0.2529 || KD Loss: 0.0685|| 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: 2 days, 14:35:52 || Estimated Time: 3 days, 5:59:12
2023-07-30 04:19:19,112 semantic_segmentation INFO: Iters: 66800/150000 || Lr: 0.011767 || Task Loss: 0.1928 || KD Loss: 0.0534|| 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, 14:36:25 || Estimated Time: 3 days, 5:58:38
2023-07-30 04:19:53,028 semantic_segmentation INFO: Iters: 66810/150000 || Lr: 0.011766 || Task Loss: 0.2956 || KD Loss: 0.1017|| 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: 2 days, 14:36:59 || Estimated Time: 3 days, 5:58:05
2023-07-30 04:20:26,858 semantic_segmentation INFO: Iters: 66820/150000 || Lr: 0.011764 || Task Loss: 0.3426 || KD Loss: 0.0545|| 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: 2 days, 14:37:33 || Estimated Time: 3 days, 5:57:31
2023-07-30 04:21:00,888 semantic_segmentation INFO: Iters: 66830/150000 || Lr: 0.011763 || Task Loss: 0.1922 || KD Loss: 0.0491|| 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, 14:38:07 || Estimated Time: 3 days, 5:56:58
2023-07-30 04:21:34,834 semantic_segmentation INFO: Iters: 66840/150000 || Lr: 0.011762 || Task Loss: 0.2250 || KD Loss: 0.0543|| 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: 2 days, 14:38:41 || Estimated Time: 3 days, 5:56:24
2023-07-30 04:22:08,725 semantic_segmentation INFO: Iters: 66850/150000 || Lr: 0.011761 || Task Loss: 0.2956 || KD Loss: 0.0762|| 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: 2 days, 14:39:15 || Estimated Time: 3 days, 5:55:51
2023-07-30 04:22:42,604 semantic_segmentation INFO: Iters: 66860/150000 || Lr: 0.011759 || Task Loss: 0.2505 || KD Loss: 0.0681|| 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: 2 days, 14:39:49 || Estimated Time: 3 days, 5:55:17
2023-07-30 04:23:16,508 semantic_segmentation INFO: Iters: 66870/150000 || Lr: 0.011758 || Task Loss: 0.2139 || KD Loss: 0.0586|| 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: 2 days, 14:40:23 || Estimated Time: 3 days, 5:54:44
2023-07-30 04:23:50,559 semantic_segmentation INFO: Iters: 66880/150000 || Lr: 0.011757 || Task Loss: 0.1849 || KD Loss: 0.0454|| 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: 2 days, 14:40:57 || Estimated Time: 3 days, 5:54:10
2023-07-30 04:24:24,539 semantic_segmentation INFO: Iters: 66890/150000 || Lr: 0.011755 || Task Loss: 0.2077 || KD Loss: 0.0624|| 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, 14:41:31 || Estimated Time: 3 days, 5:53:37
2023-07-30 04:24:58,459 semantic_segmentation INFO: Iters: 66900/150000 || Lr: 0.011754 || Task Loss: 0.2402 || KD Loss: 0.0691|| 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: 2 days, 14:42:05 || Estimated Time: 3 days, 5:53:03
2023-07-30 04:25:32,537 semantic_segmentation INFO: Iters: 66910/150000 || Lr: 0.011753 || Task Loss: 0.2486 || KD Loss: 0.0556|| 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, 14:42:39 || Estimated Time: 3 days, 5:52:30
2023-07-30 04:26:06,359 semantic_segmentation INFO: Iters: 66920/150000 || Lr: 0.011752 || Task Loss: 0.2128 || KD Loss: 0.0693|| 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, 14:43:13 || Estimated Time: 3 days, 5:51:56
2023-07-30 04:26:40,204 semantic_segmentation INFO: Iters: 66930/150000 || Lr: 0.011750 || Task Loss: 0.1751 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 14:43:47 || Estimated Time: 3 days, 5:51:23
2023-07-30 04:27:14,161 semantic_segmentation INFO: Iters: 66940/150000 || Lr: 0.011749 || Task Loss: 0.2095 || KD Loss: 0.0545|| 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, 14:44:21 || Estimated Time: 3 days, 5:50:49
2023-07-30 04:27:48,182 semantic_segmentation INFO: Iters: 66950/150000 || Lr: 0.011748 || Task Loss: 0.2289 || KD Loss: 0.0441|| 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, 14:44:55 || Estimated Time: 3 days, 5:50:16
2023-07-30 04:28:22,071 semantic_segmentation INFO: Iters: 66960/150000 || Lr: 0.011747 || Task Loss: 0.2028 || KD Loss: 0.0476|| 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: 2 days, 14:45:28 || Estimated Time: 3 days, 5:49:42
2023-07-30 04:28:56,047 semantic_segmentation INFO: Iters: 66970/150000 || Lr: 0.011745 || Task Loss: 0.1792 || KD Loss: 0.0413|| 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, 14:46:02 || Estimated Time: 3 days, 5:49:09
2023-07-30 04:29:29,992 semantic_segmentation INFO: Iters: 66980/150000 || Lr: 0.011744 || Task Loss: 0.2104 || KD Loss: 0.0725|| 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: 2 days, 14:46:36 || Estimated Time: 3 days, 5:48:35
2023-07-30 04:30:03,873 semantic_segmentation INFO: Iters: 66990/150000 || Lr: 0.011743 || Task Loss: 0.1993 || KD Loss: 0.0445|| 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: 2 days, 14:47:10 || Estimated Time: 3 days, 5:48:02
2023-07-30 04:30:37,904 semantic_segmentation INFO: Iters: 67000/150000 || Lr: 0.011741 || Task Loss: 0.2019 || KD Loss: 0.0461|| 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: 2 days, 14:47:44 || Estimated Time: 3 days, 5:47:28
2023-07-30 04:31:11,778 semantic_segmentation INFO: Iters: 67010/150000 || Lr: 0.011740 || Task Loss: 0.2248 || KD Loss: 0.0699|| 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, 14:48:18 || Estimated Time: 3 days, 5:46:55
2023-07-30 04:31:45,613 semantic_segmentation INFO: Iters: 67020/150000 || Lr: 0.011739 || Task Loss: 0.1819 || KD Loss: 0.0468|| 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, 14:48:52 || Estimated Time: 3 days, 5:46:21
2023-07-30 04:32:19,488 semantic_segmentation INFO: Iters: 67030/150000 || Lr: 0.011738 || Task Loss: 0.1927 || KD Loss: 0.0535|| 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, 14:49:26 || Estimated Time: 3 days, 5:45:48
2023-07-30 04:32:53,374 semantic_segmentation INFO: Iters: 67040/150000 || Lr: 0.011736 || Task Loss: 0.2347 || KD Loss: 0.0580|| 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: 2 days, 14:50:00 || Estimated Time: 3 days, 5:45:14
2023-07-30 04:33:28,729 semantic_segmentation INFO: Iters: 67050/150000 || Lr: 0.011735 || Task Loss: 0.1502 || KD Loss: 0.0643|| 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, 14:50:35 || Estimated Time: 3 days, 5:44:42
2023-07-30 04:34:04,597 semantic_segmentation INFO: Iters: 67060/150000 || Lr: 0.011734 || Task Loss: 0.2162 || KD Loss: 0.0506|| 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: 2 days, 14:51:11 || Estimated Time: 3 days, 5:44:11
2023-07-30 04:34:38,417 semantic_segmentation INFO: Iters: 67070/150000 || Lr: 0.011733 || Task Loss: 0.1580 || KD Loss: 0.0344|| 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, 14:51:45 || Estimated Time: 3 days, 5:43:38
2023-07-30 04:35:12,454 semantic_segmentation INFO: Iters: 67080/150000 || Lr: 0.011731 || Task Loss: 0.2211 || KD Loss: 0.0465|| 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: 2 days, 14:52:19 || Estimated Time: 3 days, 5:43:04
2023-07-30 04:35:46,311 semantic_segmentation INFO: Iters: 67090/150000 || Lr: 0.011730 || Task Loss: 0.2816 || KD Loss: 0.0890|| 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: 2 days, 14:52:53 || Estimated Time: 3 days, 5:42:31
2023-07-30 04:36:20,185 semantic_segmentation INFO: Iters: 67100/150000 || Lr: 0.011729 || Task Loss: 0.1501 || KD Loss: 0.0428|| 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, 14:53:27 || Estimated Time: 3 days, 5:41:57
2023-07-30 04:36:54,020 semantic_segmentation INFO: Iters: 67110/150000 || Lr: 0.011727 || Task Loss: 0.1991 || KD Loss: 0.0558|| 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, 14:54:00 || Estimated Time: 3 days, 5:41:23
2023-07-30 04:37:28,008 semantic_segmentation INFO: Iters: 67120/150000 || Lr: 0.011726 || Task Loss: 0.2267 || KD Loss: 0.0620|| 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: 2 days, 14:54:34 || Estimated Time: 3 days, 5:40:50
2023-07-30 04:38:01,862 semantic_segmentation INFO: Iters: 67130/150000 || Lr: 0.011725 || Task Loss: 0.1824 || KD Loss: 0.0605|| 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, 14:55:08 || Estimated Time: 3 days, 5:40:16
2023-07-30 04:38:35,803 semantic_segmentation INFO: Iters: 67140/150000 || Lr: 0.011724 || Task Loss: 0.2305 || KD Loss: 0.0831|| 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, 14:55:42 || Estimated Time: 3 days, 5:39:43
2023-07-30 04:39:09,695 semantic_segmentation INFO: Iters: 67150/150000 || Lr: 0.011722 || Task Loss: 0.2051 || KD Loss: 0.0797|| 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: 2 days, 14:56:16 || Estimated Time: 3 days, 5:39:09
2023-07-30 04:39:43,677 semantic_segmentation INFO: Iters: 67160/150000 || Lr: 0.011721 || Task Loss: 0.2124 || KD Loss: 0.0881|| 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: 2 days, 14:56:50 || Estimated Time: 3 days, 5:38:36
2023-07-30 04:40:17,541 semantic_segmentation INFO: Iters: 67170/150000 || Lr: 0.011720 || Task Loss: 0.2384 || KD Loss: 0.0670|| 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: 2 days, 14:57:24 || Estimated Time: 3 days, 5:38:02
2023-07-30 04:40:51,449 semantic_segmentation INFO: Iters: 67180/150000 || Lr: 0.011719 || Task Loss: 0.2050 || KD Loss: 0.0614|| 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: 2 days, 14:57:58 || Estimated Time: 3 days, 5:37:29
2023-07-30 04:41:25,518 semantic_segmentation INFO: Iters: 67190/150000 || Lr: 0.011717 || Task Loss: 0.2415 || KD Loss: 0.0570|| 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: 2 days, 14:58:32 || Estimated Time: 3 days, 5:36:55
2023-07-30 04:41:59,348 semantic_segmentation INFO: Iters: 67200/150000 || Lr: 0.011716 || Task Loss: 0.2349 || KD Loss: 0.0621|| 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: 2 days, 14:59:06 || Estimated Time: 3 days, 5:36:22
2023-07-30 04:41:59,416 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 04:42:00,292 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.964, mIoU: 0.401
2023-07-30 04:42:00,401 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.491
2023-07-30 04:42:00,505 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.493
2023-07-30 04:42:00,610 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.519
2023-07-30 04:42:00,714 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.514
2023-07-30 04:42:00,822 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.520
2023-07-30 04:42:00,926 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.968, mIoU: 0.530
2023-07-30 04:42:01,031 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.968, mIoU: 0.578
2023-07-30 04:42:01,136 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.619
2023-07-30 04:42:01,240 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.663
2023-07-30 04:42:01,349 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.673
2023-07-30 04:42:01,453 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.958, mIoU: 0.668
2023-07-30 04:42:01,558 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.669
2023-07-30 04:42:01,665 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.951, mIoU: 0.650
2023-07-30 04:42:01,769 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.949, mIoU: 0.646
2023-07-30 04:42:01,876 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.635
2023-07-30 04:42:01,980 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.642
2023-07-30 04:42:02,085 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.643
2023-07-30 04:42:02,194 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.945, mIoU: 0.653
2023-07-30 04:42:02,311 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.660
2023-07-30 04:42:02,435 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.947, mIoU: 0.663
2023-07-30 04:42:02,554 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-30 04:42:02,674 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.945, mIoU: 0.667
2023-07-30 04:42:02,791 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.945, mIoU: 0.675
2023-07-30 04:42:02,910 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-30 04:42:03,028 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.944, mIoU: 0.692
2023-07-30 04:42:03,146 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.943, mIoU: 0.683
2023-07-30 04:42:03,262 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.942, mIoU: 0.681
2023-07-30 04:42:03,384 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.684
2023-07-30 04:42:03,499 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.693
2023-07-30 04:42:03,613 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.691
2023-07-30 04:42:03,729 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.689
2023-07-30 04:42:03,847 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.691
2023-07-30 04:42:03,961 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.690
2023-07-30 04:42:04,075 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.691
2023-07-30 04:42:04,190 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.944, mIoU: 0.690
2023-07-30 04:42:04,306 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-30 04:42:04,426 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-30 04:42:04,540 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.943, mIoU: 0.681
2023-07-30 04:42:04,654 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-30 04:42:04,768 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-30 04:42:04,883 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-30 04:42:04,998 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.945, mIoU: 0.683
2023-07-30 04:42:05,111 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.684
2023-07-30 04:42:05,227 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.946, mIoU: 0.682
2023-07-30 04:42:05,339 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.946, mIoU: 0.682
2023-07-30 04:42:05,452 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.946, mIoU: 0.682
2023-07-30 04:42:05,563 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.947, mIoU: 0.681
2023-07-30 04:42:05,677 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-30 04:42:05,792 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.947, mIoU: 0.684
2023-07-30 04:42:05,909 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.947, mIoU: 0.684
2023-07-30 04:42:06,021 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-30 04:42:06,134 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.946, mIoU: 0.689
2023-07-30 04:42:06,247 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-30 04:42:06,360 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.944, mIoU: 0.690
2023-07-30 04:42:06,473 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.944, mIoU: 0.684
2023-07-30 04:42:06,583 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.944, mIoU: 0.685
2023-07-30 04:42:06,693 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-30 04:42:06,806 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-30 04:42:06,918 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.944, mIoU: 0.694
2023-07-30 04:42:07,036 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 04:42:07,150 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.698
2023-07-30 04:42:07,262 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.944, mIoU: 0.698
2023-07-30 04:42:07,376 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.944, mIoU: 0.701
2023-07-30 04:42:07,492 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.945, mIoU: 0.703
2023-07-30 04:42:07,603 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.944, mIoU: 0.703
2023-07-30 04:42:07,714 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.944, mIoU: 0.703
2023-07-30 04:42:07,827 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.943, mIoU: 0.704
2023-07-30 04:42:07,944 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.943, mIoU: 0.703
2023-07-30 04:42:08,057 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.943, mIoU: 0.703
2023-07-30 04:42:08,172 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.944, mIoU: 0.703
2023-07-30 04:42:08,285 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.944, mIoU: 0.702
2023-07-30 04:42:08,396 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.944, mIoU: 0.700
2023-07-30 04:42:08,509 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.944, mIoU: 0.699
2023-07-30 04:42:08,614 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.944, mIoU: 0.700
2023-07-30 04:42:08,719 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.944, mIoU: 0.700
2023-07-30 04:42:08,825 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.944, mIoU: 0.700
2023-07-30 04:42:08,932 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.944, mIoU: 0.699
2023-07-30 04:42:09,035 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.944, mIoU: 0.699
2023-07-30 04:42:09,140 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.944, mIoU: 0.700
2023-07-30 04:42:09,244 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.944, mIoU: 0.702
2023-07-30 04:42:09,349 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.944, mIoU: 0.701
2023-07-30 04:42:09,455 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.944, mIoU: 0.701
2023-07-30 04:42:09,559 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.944, mIoU: 0.701
2023-07-30 04:42:09,671 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.941, mIoU: 0.697
2023-07-30 04:42:09,780 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.941, mIoU: 0.697
2023-07-30 04:42:09,896 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.941, mIoU: 0.697
2023-07-30 04:42:10,015 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.942, mIoU: 0.697
2023-07-30 04:42:10,133 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.942, mIoU: 0.697
2023-07-30 04:42:10,248 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.942, mIoU: 0.696
2023-07-30 04:42:10,362 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.942, mIoU: 0.697
2023-07-30 04:42:10,476 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.941, mIoU: 0.697
2023-07-30 04:42:10,586 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.940, mIoU: 0.697
2023-07-30 04:42:10,700 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.941, mIoU: 0.697
2023-07-30 04:42:10,820 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.941, mIoU: 0.697
2023-07-30 04:42:10,932 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.941, mIoU: 0.697
2023-07-30 04:42:11,046 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.941, mIoU: 0.697
2023-07-30 04:42:11,160 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.941, mIoU: 0.697
2023-07-30 04:42:11,272 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.941, mIoU: 0.697
2023-07-30 04:42:11,383 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.940, mIoU: 0.697
2023-07-30 04:42:11,497 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.939, mIoU: 0.696
2023-07-30 04:42:11,600 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.939, mIoU: 0.695
2023-07-30 04:42:11,704 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.939, mIoU: 0.694
2023-07-30 04:42:11,812 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.939, mIoU: 0.694
2023-07-30 04:42:11,916 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.939, mIoU: 0.694
2023-07-30 04:42:12,024 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.939, mIoU: 0.694
2023-07-30 04:42:12,140 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.939, mIoU: 0.694
2023-07-30 04:42:12,257 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.940, mIoU: 0.694
2023-07-30 04:42:12,375 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.940, mIoU: 0.694
2023-07-30 04:42:12,493 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.939, mIoU: 0.695
2023-07-30 04:42:12,609 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.939, mIoU: 0.695
2023-07-30 04:42:12,726 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.939, mIoU: 0.694
2023-07-30 04:42:12,840 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.939, mIoU: 0.694
2023-07-30 04:42:12,955 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.939, mIoU: 0.694
2023-07-30 04:42:13,072 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.940, mIoU: 0.694
2023-07-30 04:42:13,188 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.940, mIoU: 0.693
2023-07-30 04:42:13,302 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.939, mIoU: 0.688
2023-07-30 04:42:13,415 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.939, mIoU: 0.685
2023-07-30 04:42:13,533 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.938, mIoU: 0.686
2023-07-30 04:42:13,644 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.939, mIoU: 0.687
2023-07-30 04:42:13,756 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.939, mIoU: 0.686
2023-07-30 04:42:13,870 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.939, mIoU: 0.686
2023-07-30 04:42:13,984 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.939, mIoU: 0.686
2023-07-30 04:42:14,101 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.939, mIoU: 0.687
2023-07-30 04:42:14,217 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.939, mIoU: 0.688
2023-07-30 04:42:14,330 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.938, mIoU: 0.687
2023-07-30 04:42:14,442 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.938, mIoU: 0.689
2023-07-30 04:42:14,559 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.939, mIoU: 0.689
2023-07-30 04:42:14,670 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.938, mIoU: 0.689
2023-07-30 04:42:14,780 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.939, mIoU: 0.689
2023-07-30 04:42:14,891 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.939, mIoU: 0.689
2023-07-30 04:42:15,006 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.939, mIoU: 0.689
2023-07-30 04:42:15,123 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.939, mIoU: 0.688
2023-07-30 04:42:15,237 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.940, mIoU: 0.688
2023-07-30 04:42:15,351 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.940, mIoU: 0.686
2023-07-30 04:42:15,466 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.940, mIoU: 0.686
2023-07-30 04:42:15,582 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.940, mIoU: 0.686
2023-07-30 04:42:15,694 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.939, mIoU: 0.683
2023-07-30 04:42:15,810 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.939, mIoU: 0.682
2023-07-30 04:42:15,926 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.939, mIoU: 0.684
2023-07-30 04:42:16,041 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.939, mIoU: 0.685
2023-07-30 04:42:16,156 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.939, mIoU: 0.684
2023-07-30 04:42:16,271 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.939, mIoU: 0.684
2023-07-30 04:42:16,389 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.939, mIoU: 0.684
2023-07-30 04:42:16,503 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.939, mIoU: 0.683
2023-07-30 04:42:16,623 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.939, mIoU: 0.685
2023-07-30 04:42:16,737 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.940, mIoU: 0.685
2023-07-30 04:42:16,852 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.940, mIoU: 0.685
2023-07-30 04:42:16,971 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.939, mIoU: 0.685
2023-07-30 04:42:17,085 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.940, mIoU: 0.684
2023-07-30 04:42:17,201 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.940, mIoU: 0.685
2023-07-30 04:42:17,316 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.940, mIoU: 0.686
2023-07-30 04:42:17,431 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.940, mIoU: 0.686
2023-07-30 04:42:17,540 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.940, mIoU: 0.686
2023-07-30 04:42:17,658 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.940, mIoU: 0.686
2023-07-30 04:42:17,774 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.940, mIoU: 0.687
2023-07-30 04:42:17,889 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.940, mIoU: 0.687
2023-07-30 04:42:18,003 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.940, mIoU: 0.686
2023-07-30 04:42:18,116 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.940, mIoU: 0.686
2023-07-30 04:42:18,232 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.940, mIoU: 0.686
2023-07-30 04:42:18,348 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.940, mIoU: 0.685
2023-07-30 04:42:18,461 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.939, mIoU: 0.683
2023-07-30 04:42:18,569 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.939, mIoU: 0.683
2023-07-30 04:42:18,682 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.939, mIoU: 0.683
2023-07-30 04:42:18,793 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.939, mIoU: 0.682
2023-07-30 04:42:18,907 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.939, mIoU: 0.682
2023-07-30 04:42:19,026 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.940, mIoU: 0.682
2023-07-30 04:42:19,141 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.940, mIoU: 0.682
2023-07-30 04:42:19,258 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.940, mIoU: 0.683
2023-07-30 04:42:19,373 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.940, mIoU: 0.683
2023-07-30 04:42:19,484 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.940, mIoU: 0.684
2023-07-30 04:42:19,595 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.941, mIoU: 0.684
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2023-07-30 04:42:41,810 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-30 04:42:41,915 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-30 04:42:42,022 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-30 04:42:42,129 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.943, mIoU: 0.677
2023-07-30 04:42:42,245 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-30 04:42:42,360 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-30 04:42:42,479 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-30 04:42:42,599 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-30 04:42:42,715 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-30 04:42:42,830 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-30 04:42:42,945 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-30 04:42:43,061 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-30 04:42:43,180 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-30 04:42:43,296 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-30 04:42:43,411 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-30 04:42:43,526 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-30 04:42:43,639 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-30 04:42:43,751 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-30 04:42:43,865 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.944, mIoU: 0.679
2023-07-30 04:42:43,987 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-30 04:42:44,102 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-30 04:42:44,218 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-30 04:42:44,332 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.944, mIoU: 0.679
2023-07-30 04:42:44,446 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-30 04:42:44,560 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-30 04:42:44,673 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-30 04:42:44,778 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-30 04:42:44,885 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-30 04:42:44,997 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.945, mIoU: 0.680
2023-07-30 04:42:45,110 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.945, mIoU: 0.680
2023-07-30 04:42:45,227 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.945, mIoU: 0.680
2023-07-30 04:42:45,342 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.945, mIoU: 0.680
2023-07-30 04:42:45,458 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.945, mIoU: 0.680
2023-07-30 04:42:45,572 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.945, mIoU: 0.680
2023-07-30 04:42:45,687 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.945, mIoU: 0.680
2023-07-30 04:42:45,796 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.945, mIoU: 0.680
2023-07-30 04:42:45,906 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.945, mIoU: 0.680
2023-07-30 04:42:46,021 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.945, mIoU: 0.680
2023-07-30 04:42:46,136 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.946, mIoU: 0.680
2023-07-30 04:42:46,256 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.946, mIoU: 0.680
2023-07-30 04:42:46,372 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.946, mIoU: 0.680
2023-07-30 04:42:46,487 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.946, mIoU: 0.680
2023-07-30 04:42:46,601 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.946, mIoU: 0.681
2023-07-30 04:42:46,716 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.946, mIoU: 0.681
2023-07-30 04:42:46,822 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.946, mIoU: 0.681
2023-07-30 04:42:46,932 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.946, mIoU: 0.681
2023-07-30 04:42:47,042 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.946, mIoU: 0.681
2023-07-30 04:42:47,153 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.946, mIoU: 0.681
2023-07-30 04:42:47,269 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.946, mIoU: 0.681
2023-07-30 04:42:47,385 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.946, mIoU: 0.681
2023-07-30 04:42:47,500 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.946, mIoU: 0.682
2023-07-30 04:42:47,615 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.946, mIoU: 0.682
2023-07-30 04:42:47,729 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.946, mIoU: 0.682
2023-07-30 04:42:47,836 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.946, mIoU: 0.682
2023-07-30 04:42:47,942 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.946, mIoU: 0.682
2023-07-30 04:42:48,054 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.946, mIoU: 0.682
2023-07-30 04:42:48,168 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.946, mIoU: 0.682
2023-07-30 04:42:48,287 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.946, mIoU: 0.682
2023-07-30 04:42:48,407 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-30 04:42:48,524 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-30 04:42:48,643 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-30 04:42:48,763 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-30 04:42:48,879 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-30 04:42:48,995 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-30 04:42:49,115 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-30 04:42:49,234 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-30 04:42:49,351 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-30 04:42:49,468 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.947, mIoU: 0.683
2023-07-30 04:42:49,585 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.947, mIoU: 0.683
2023-07-30 04:42:49,702 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.947, mIoU: 0.683
2023-07-30 04:42:49,821 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.947, mIoU: 0.683
2023-07-30 04:42:49,942 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.947, mIoU: 0.683
2023-07-30 04:42:50,060 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.947, mIoU: 0.683
2023-07-30 04:42:50,175 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.947, mIoU: 0.683
2023-07-30 04:42:50,288 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.947, mIoU: 0.683
2023-07-30 04:42:50,401 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.947, mIoU: 0.683
2023-07-30 04:42:50,515 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.948, mIoU: 0.683
2023-07-30 04:42:50,627 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.948, mIoU: 0.683
2023-07-30 04:42:50,741 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.948, mIoU: 0.683
2023-07-30 04:42:50,858 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.948, mIoU: 0.683
2023-07-30 04:42:50,978 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.948, mIoU: 0.683
2023-07-30 04:42:51,097 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.948, mIoU: 0.683
2023-07-30 04:42:51,216 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.948, mIoU: 0.683
2023-07-30 04:42:51,330 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.948, mIoU: 0.684
2023-07-30 04:42:51,443 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.948, mIoU: 0.683
2023-07-30 04:42:51,553 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.948, mIoU: 0.683
2023-07-30 04:42:51,670 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.948, mIoU: 0.684
2023-07-30 04:42:51,788 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-30 04:42:51,903 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-30 04:42:52,017 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-30 04:42:52,133 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-30 04:42:52,245 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-30 04:42:52,352 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-30 04:42:52,467 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-30 04:42:52,583 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-30 04:42:52,699 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-30 04:42:52,815 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-30 04:42:52,931 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-30 04:42:53,047 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.948, mIoU: 0.687
2023-07-30 04:42:53,165 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.948, mIoU: 0.687
2023-07-30 04:42:53,280 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-30 04:42:53,394 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-30 04:42:53,511 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-30 04:42:53,628 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-30 04:42:53,742 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-30 04:42:53,858 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.949, mIoU: 0.686
2023-07-30 04:42:53,972 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.949, mIoU: 0.686
2023-07-30 04:42:54,082 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.949, mIoU: 0.686
2023-07-30 04:42:54,197 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.949, mIoU: 0.686
2023-07-30 04:42:54,307 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.949, mIoU: 0.686
2023-07-30 04:42:54,419 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.949, mIoU: 0.687
2023-07-30 04:42:54,535 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.949, mIoU: 0.687
2023-07-30 04:42:54,653 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.949, mIoU: 0.687
2023-07-30 04:42:54,768 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.949, mIoU: 0.687
2023-07-30 04:42:54,882 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.949, mIoU: 0.687
2023-07-30 04:42:54,993 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.949, mIoU: 0.687
2023-07-30 04:42:55,104 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.949, mIoU: 0.687
2023-07-30 04:42:55,216 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.949, mIoU: 0.687
2023-07-30 04:42:55,323 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.949, mIoU: 0.687
2023-07-30 04:42:55,427 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.949, mIoU: 0.687
2023-07-30 04:42:55,532 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.949, mIoU: 0.687
2023-07-30 04:42:55,637 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.949, mIoU: 0.687
2023-07-30 04:42:55,743 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.949, mIoU: 0.687
2023-07-30 04:42:55,848 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.949, mIoU: 0.688
2023-07-30 04:42:55,958 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.949, mIoU: 0.688
2023-07-30 04:42:56,071 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.949, mIoU: 0.688
2023-07-30 04:42:56,189 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.949, mIoU: 0.688
2023-07-30 04:42:56,306 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.949, mIoU: 0.688
2023-07-30 04:42:56,418 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.949, mIoU: 0.688
2023-07-30 04:42:56,531 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.949, mIoU: 0.688
2023-07-30 04:42:56,641 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.949, mIoU: 0.688
2023-07-30 04:42:56,751 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.949, mIoU: 0.688
2023-07-30 04:42:56,856 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.949, mIoU: 0.688
2023-07-30 04:43:31,145 semantic_segmentation INFO: Iters: 67210/150000 || Lr: 0.011715 || Task Loss: 0.1700 || KD Loss: 0.0397|| 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, 15:00:38 || Estimated Time: 3 days, 5:37:00
2023-07-30 04:44:05,055 semantic_segmentation INFO: Iters: 67220/150000 || Lr: 0.011713 || Task Loss: 0.2206 || KD Loss: 0.0617|| 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, 15:01:11 || Estimated Time: 3 days, 5:36:26
2023-07-30 04:44:38,921 semantic_segmentation INFO: Iters: 67230/150000 || Lr: 0.011712 || Task Loss: 0.1731 || KD Loss: 0.0530|| 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: 2 days, 15:01:45 || Estimated Time: 3 days, 5:35:52
2023-07-30 04:45:12,881 semantic_segmentation INFO: Iters: 67240/150000 || Lr: 0.011711 || Task Loss: 0.2658 || KD Loss: 0.0627|| 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: 2 days, 15:02:19 || Estimated Time: 3 days, 5:35:19
2023-07-30 04:45:46,714 semantic_segmentation INFO: Iters: 67250/150000 || Lr: 0.011710 || Task Loss: 0.2630 || KD Loss: 0.0617|| 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: 2 days, 15:02:53 || Estimated Time: 3 days, 5:34:45
2023-07-30 04:46:20,657 semantic_segmentation INFO: Iters: 67260/150000 || Lr: 0.011708 || Task Loss: 0.1731 || KD Loss: 0.0462|| 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, 15:03:27 || Estimated Time: 3 days, 5:34:12
2023-07-30 04:46:54,526 semantic_segmentation INFO: Iters: 67270/150000 || Lr: 0.011707 || Task Loss: 0.2137 || KD Loss: 0.0569|| 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: 2 days, 15:04:01 || Estimated Time: 3 days, 5:33:38
2023-07-30 04:47:28,505 semantic_segmentation INFO: Iters: 67280/150000 || Lr: 0.011706 || Task Loss: 0.1700 || KD Loss: 0.0368|| 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, 15:04:35 || Estimated Time: 3 days, 5:33:05
2023-07-30 04:48:02,310 semantic_segmentation INFO: Iters: 67290/150000 || Lr: 0.011705 || Task Loss: 0.1785 || KD Loss: 0.0488|| 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: 2 days, 15:05:09 || Estimated Time: 3 days, 5:32:31
2023-07-30 04:48:36,117 semantic_segmentation INFO: Iters: 67300/150000 || Lr: 0.011703 || Task Loss: 0.2220 || KD Loss: 0.0572|| 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: 2 days, 15:05:42 || Estimated Time: 3 days, 5:31:57
2023-07-30 04:49:10,182 semantic_segmentation INFO: Iters: 67310/150000 || Lr: 0.011702 || Task Loss: 0.1921 || KD Loss: 0.0885|| 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: 2 days, 15:06:17 || Estimated Time: 3 days, 5:31:24
2023-07-30 04:49:44,051 semantic_segmentation INFO: Iters: 67320/150000 || Lr: 0.011701 || Task Loss: 0.2618 || KD Loss: 0.0461|| 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, 15:06:50 || Estimated Time: 3 days, 5:30:50
2023-07-30 04:50:18,105 semantic_segmentation INFO: Iters: 67330/150000 || Lr: 0.011699 || Task Loss: 0.2021 || KD Loss: 0.0514|| 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, 15:07:24 || Estimated Time: 3 days, 5:30:17
2023-07-30 04:50:51,875 semantic_segmentation INFO: Iters: 67340/150000 || Lr: 0.011698 || Task Loss: 0.2851 || KD Loss: 0.0701|| 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, 15:07:58 || Estimated Time: 3 days, 5:29:43
2023-07-30 04:51:25,783 semantic_segmentation INFO: Iters: 67350/150000 || Lr: 0.011697 || Task Loss: 0.2692 || KD Loss: 0.0737|| 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: 2 days, 15:08:32 || Estimated Time: 3 days, 5:29:10
2023-07-30 04:51:59,717 semantic_segmentation INFO: Iters: 67360/150000 || Lr: 0.011696 || Task Loss: 0.2123 || KD Loss: 0.0487|| 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: 2 days, 15:09:06 || Estimated Time: 3 days, 5:28:36
2023-07-30 04:52:33,592 semantic_segmentation INFO: Iters: 67370/150000 || Lr: 0.011694 || Task Loss: 0.2480 || KD Loss: 0.0541|| 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: 2 days, 15:09:40 || Estimated Time: 3 days, 5:28:02
2023-07-30 04:53:07,862 semantic_segmentation INFO: Iters: 67380/150000 || Lr: 0.011693 || Task Loss: 0.2503 || KD Loss: 0.0842|| 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: 2 days, 15:10:14 || Estimated Time: 3 days, 5:27:29
2023-07-30 04:53:41,665 semantic_segmentation INFO: Iters: 67390/150000 || Lr: 0.011692 || Task Loss: 0.1914 || KD Loss: 0.0450|| 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: 2 days, 15:10:48 || Estimated Time: 3 days, 5:26:56
2023-07-30 04:54:15,607 semantic_segmentation INFO: Iters: 67400/150000 || Lr: 0.011691 || Task Loss: 0.1907 || KD Loss: 0.0465|| 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: 2 days, 15:11:22 || Estimated Time: 3 days, 5:26:22
2023-07-30 04:54:49,526 semantic_segmentation INFO: Iters: 67410/150000 || Lr: 0.011689 || Task Loss: 0.1985 || KD Loss: 0.0506|| 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: 2 days, 15:11:56 || Estimated Time: 3 days, 5:25:49
2023-07-30 04:55:23,359 semantic_segmentation INFO: Iters: 67420/150000 || Lr: 0.011688 || Task Loss: 0.1791 || KD Loss: 0.0585|| 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, 15:12:30 || Estimated Time: 3 days, 5:25:15
2023-07-30 04:55:57,247 semantic_segmentation INFO: Iters: 67430/150000 || Lr: 0.011687 || Task Loss: 0.2016 || KD Loss: 0.0479|| 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, 15:13:04 || Estimated Time: 3 days, 5:24:41
2023-07-30 04:56:31,197 semantic_segmentation INFO: Iters: 67440/150000 || Lr: 0.011685 || Task Loss: 0.1985 || KD Loss: 0.0408|| 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: 2 days, 15:13:38 || Estimated Time: 3 days, 5:24:08
2023-07-30 04:57:05,019 semantic_segmentation INFO: Iters: 67450/150000 || Lr: 0.011684 || Task Loss: 0.3317 || KD Loss: 0.0794|| 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: 2 days, 15:14:11 || Estimated Time: 3 days, 5:23:34
2023-07-30 04:57:38,880 semantic_segmentation INFO: Iters: 67460/150000 || Lr: 0.011683 || Task Loss: 0.2197 || KD Loss: 0.0610|| 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: 2 days, 15:14:45 || Estimated Time: 3 days, 5:23:01
2023-07-30 04:58:12,766 semantic_segmentation INFO: Iters: 67470/150000 || Lr: 0.011682 || Task Loss: 0.2182 || KD Loss: 0.0494|| 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: 2 days, 15:15:19 || Estimated Time: 3 days, 5:22:27
2023-07-30 04:58:46,918 semantic_segmentation INFO: Iters: 67480/150000 || Lr: 0.011680 || Task Loss: 0.2353 || KD Loss: 0.0510|| 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, 15:15:53 || Estimated Time: 3 days, 5:21:53
2023-07-30 04:59:24,076 semantic_segmentation INFO: Iters: 67490/150000 || Lr: 0.011679 || Task Loss: 0.2005 || KD Loss: 0.0804|| 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: 2 days, 15:16:30 || Estimated Time: 3 days, 5:21:24
2023-07-30 04:59:57,870 semantic_segmentation INFO: Iters: 67500/150000 || Lr: 0.011678 || Task Loss: 0.2110 || KD Loss: 0.0654|| 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, 15:17:04 || Estimated Time: 3 days, 5:20:50
2023-07-30 05:00:31,686 semantic_segmentation INFO: Iters: 67510/150000 || Lr: 0.011677 || Task Loss: 0.2574 || KD Loss: 0.0610|| 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: 2 days, 15:17:38 || Estimated Time: 3 days, 5:20:17
2023-07-30 05:01:05,590 semantic_segmentation INFO: Iters: 67520/150000 || Lr: 0.011675 || Task Loss: 0.1848 || KD Loss: 0.0460|| 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: 2 days, 15:18:12 || Estimated Time: 3 days, 5:19:43
2023-07-30 05:01:39,494 semantic_segmentation INFO: Iters: 67530/150000 || Lr: 0.011674 || Task Loss: 0.2129 || KD Loss: 0.0504|| 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: 2 days, 15:18:46 || Estimated Time: 3 days, 5:19:10
2023-07-30 05:02:13,409 semantic_segmentation INFO: Iters: 67540/150000 || Lr: 0.011673 || Task Loss: 0.2208 || KD Loss: 0.0425|| 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: 2 days, 15:19:20 || Estimated Time: 3 days, 5:18:36
2023-07-30 05:02:47,241 semantic_segmentation INFO: Iters: 67550/150000 || Lr: 0.011671 || Task Loss: 0.2128 || KD Loss: 0.0526|| 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, 15:19:54 || Estimated Time: 3 days, 5:18:02
2023-07-30 05:03:21,206 semantic_segmentation INFO: Iters: 67560/150000 || Lr: 0.011670 || Task Loss: 0.1752 || KD Loss: 0.0534|| 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: 2 days, 15:20:28 || Estimated Time: 3 days, 5:17:29
2023-07-30 05:03:55,193 semantic_segmentation INFO: Iters: 67570/150000 || Lr: 0.011669 || Task Loss: 0.1355 || KD Loss: 0.0327|| 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, 15:21:02 || Estimated Time: 3 days, 5:16:56
2023-07-30 05:04:28,943 semantic_segmentation INFO: Iters: 67580/150000 || Lr: 0.011668 || Task Loss: 0.1801 || KD Loss: 0.0454|| 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: 2 days, 15:21:35 || Estimated Time: 3 days, 5:16:22
2023-07-30 05:05:02,821 semantic_segmentation INFO: Iters: 67590/150000 || Lr: 0.011666 || Task Loss: 0.1711 || KD Loss: 0.0451|| 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: 2 days, 15:22:09 || Estimated Time: 3 days, 5:15:48
2023-07-30 05:05:36,775 semantic_segmentation INFO: Iters: 67600/150000 || Lr: 0.011665 || Task Loss: 0.2890 || KD Loss: 0.0594|| 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: 2 days, 15:22:43 || Estimated Time: 3 days, 5:15:15
2023-07-30 05:06:10,694 semantic_segmentation INFO: Iters: 67610/150000 || Lr: 0.011664 || Task Loss: 0.2213 || KD Loss: 0.0943|| 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: 2 days, 15:23:17 || Estimated Time: 3 days, 5:14:41
2023-07-30 05:06:44,462 semantic_segmentation INFO: Iters: 67620/150000 || Lr: 0.011663 || Task Loss: 0.2036 || KD Loss: 0.0836|| 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, 15:23:51 || Estimated Time: 3 days, 5:14:07
2023-07-30 05:07:18,357 semantic_segmentation INFO: Iters: 67630/150000 || Lr: 0.011661 || Task Loss: 0.1671 || KD Loss: 0.0373|| 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, 15:24:25 || Estimated Time: 3 days, 5:13:34
2023-07-30 05:07:52,243 semantic_segmentation INFO: Iters: 67640/150000 || Lr: 0.011660 || Task Loss: 0.1637 || KD Loss: 0.0503|| 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: 2 days, 15:24:59 || Estimated Time: 3 days, 5:13:00
2023-07-30 05:08:26,021 semantic_segmentation INFO: Iters: 67650/150000 || Lr: 0.011659 || Task Loss: 0.3278 || KD Loss: 0.1226|| 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: 2 days, 15:25:32 || Estimated Time: 3 days, 5:12:27
2023-07-30 05:08:59,890 semantic_segmentation INFO: Iters: 67660/150000 || Lr: 0.011657 || Task Loss: 0.2173 || KD Loss: 0.0516|| 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: 2 days, 15:26:06 || Estimated Time: 3 days, 5:11:53
2023-07-30 05:09:33,737 semantic_segmentation INFO: Iters: 67670/150000 || Lr: 0.011656 || Task Loss: 0.2475 || KD Loss: 0.0464|| 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: 2 days, 15:26:40 || Estimated Time: 3 days, 5:11:19
2023-07-30 05:10:07,703 semantic_segmentation INFO: Iters: 67680/150000 || Lr: 0.011655 || Task Loss: 0.3214 || KD Loss: 0.0799|| 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: 2 days, 15:27:14 || Estimated Time: 3 days, 5:10:46
2023-07-30 05:10:41,750 semantic_segmentation INFO: Iters: 67690/150000 || Lr: 0.011654 || Task Loss: 0.2071 || KD Loss: 0.0482|| 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, 15:27:48 || Estimated Time: 3 days, 5:10:12
2023-07-30 05:11:15,558 semantic_segmentation INFO: Iters: 67700/150000 || Lr: 0.011652 || Task Loss: 0.1861 || KD Loss: 0.0953|| 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: 2 days, 15:28:22 || Estimated Time: 3 days, 5:09:39
2023-07-30 05:11:49,581 semantic_segmentation INFO: Iters: 67710/150000 || Lr: 0.011651 || Task Loss: 0.1634 || KD Loss: 0.0437|| 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: 2 days, 15:28:56 || Estimated Time: 3 days, 5:09:05
2023-07-30 05:12:23,607 semantic_segmentation INFO: Iters: 67720/150000 || Lr: 0.011650 || Task Loss: 0.1906 || KD Loss: 0.0362|| 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: 2 days, 15:29:30 || Estimated Time: 3 days, 5:08:32
2023-07-30 05:12:57,377 semantic_segmentation INFO: Iters: 67730/150000 || Lr: 0.011648 || Task Loss: 0.1945 || KD Loss: 0.0369|| 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: 2 days, 15:30:04 || Estimated Time: 3 days, 5:07:58
2023-07-30 05:13:31,266 semantic_segmentation INFO: Iters: 67740/150000 || Lr: 0.011647 || Task Loss: 0.1575 || KD Loss: 0.0403|| 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: 2 days, 15:30:38 || Estimated Time: 3 days, 5:07:25
2023-07-30 05:14:05,013 semantic_segmentation INFO: Iters: 67750/150000 || Lr: 0.011646 || Task Loss: 0.2269 || KD Loss: 0.0620|| 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, 15:31:11 || Estimated Time: 3 days, 5:06:51
2023-07-30 05:14:38,898 semantic_segmentation INFO: Iters: 67760/150000 || Lr: 0.011645 || Task Loss: 0.1421 || KD Loss: 0.0373|| 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, 15:31:45 || Estimated Time: 3 days, 5:06:17
2023-07-30 05:15:12,836 semantic_segmentation INFO: Iters: 67770/150000 || Lr: 0.011643 || Task Loss: 0.2653 || KD Loss: 0.0956|| 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: 2 days, 15:32:19 || Estimated Time: 3 days, 5:05:44
2023-07-30 05:15:46,677 semantic_segmentation INFO: Iters: 67780/150000 || Lr: 0.011642 || Task Loss: 0.2290 || KD Loss: 0.0635|| 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, 15:32:53 || Estimated Time: 3 days, 5:05:10
2023-07-30 05:16:20,850 semantic_segmentation INFO: Iters: 67790/150000 || Lr: 0.011641 || Task Loss: 0.2065 || KD Loss: 0.0684|| 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: 2 days, 15:33:27 || Estimated Time: 3 days, 5:04:37
2023-07-30 05:16:54,819 semantic_segmentation INFO: Iters: 67800/150000 || Lr: 0.011640 || Task Loss: 0.1994 || KD Loss: 0.0703|| 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: 2 days, 15:34:01 || Estimated Time: 3 days, 5:04:03
2023-07-30 05:17:28,620 semantic_segmentation INFO: Iters: 67810/150000 || Lr: 0.011638 || Task Loss: 0.1661 || KD Loss: 0.0382|| 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, 15:34:35 || Estimated Time: 3 days, 5:03:30
2023-07-30 05:18:02,518 semantic_segmentation INFO: Iters: 67820/150000 || Lr: 0.011637 || Task Loss: 0.2136 || KD Loss: 0.0563|| 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: 2 days, 15:35:09 || Estimated Time: 3 days, 5:02:56
2023-07-30 05:18:36,419 semantic_segmentation INFO: Iters: 67830/150000 || Lr: 0.011636 || Task Loss: 0.3585 || KD Loss: 0.1096|| 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, 15:35:43 || Estimated Time: 3 days, 5:02:22
2023-07-30 05:19:10,254 semantic_segmentation INFO: Iters: 67840/150000 || Lr: 0.011634 || Task Loss: 0.2613 || KD Loss: 0.0665|| 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, 15:36:17 || Estimated Time: 3 days, 5:01:49
2023-07-30 05:19:44,010 semantic_segmentation INFO: Iters: 67850/150000 || Lr: 0.011633 || Task Loss: 0.1635 || KD Loss: 0.0401|| 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: 2 days, 15:36:50 || Estimated Time: 3 days, 5:01:15
2023-07-30 05:20:17,988 semantic_segmentation INFO: Iters: 67860/150000 || Lr: 0.011632 || Task Loss: 0.2077 || KD Loss: 0.0439|| 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, 15:37:24 || Estimated Time: 3 days, 5:00:42
2023-07-30 05:20:51,832 semantic_segmentation INFO: Iters: 67870/150000 || Lr: 0.011631 || Task Loss: 0.1614 || KD Loss: 0.0588|| 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, 15:37:58 || Estimated Time: 3 days, 5:00:08
2023-07-30 05:21:25,666 semantic_segmentation INFO: Iters: 67880/150000 || Lr: 0.011629 || Task Loss: 0.2467 || KD Loss: 0.0600|| 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: 2 days, 15:38:32 || Estimated Time: 3 days, 4:59:34
2023-07-30 05:21:59,506 semantic_segmentation INFO: Iters: 67890/150000 || Lr: 0.011628 || Task Loss: 0.2368 || KD Loss: 0.0725|| 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: 2 days, 15:39:06 || Estimated Time: 3 days, 4:59:01
2023-07-30 05:22:33,343 semantic_segmentation INFO: Iters: 67900/150000 || Lr: 0.011627 || Task Loss: 0.2646 || KD Loss: 0.0690|| 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, 15:39:40 || Estimated Time: 3 days, 4:58:27
2023-07-30 05:23:07,163 semantic_segmentation INFO: Iters: 67910/150000 || Lr: 0.011626 || Task Loss: 0.1805 || KD Loss: 0.0376|| 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: 2 days, 15:40:14 || Estimated Time: 3 days, 4:57:53
2023-07-30 05:23:41,023 semantic_segmentation INFO: Iters: 67920/150000 || Lr: 0.011624 || Task Loss: 0.1660 || KD Loss: 0.0486|| 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: 2 days, 15:40:47 || Estimated Time: 3 days, 4:57:20
2023-07-30 05:24:16,166 semantic_segmentation INFO: Iters: 67930/150000 || Lr: 0.011623 || Task Loss: 0.2446 || KD Loss: 0.0797|| 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: 2 days, 15:41:23 || Estimated Time: 3 days, 4:56:47
2023-07-30 05:24:52,192 semantic_segmentation INFO: Iters: 67940/150000 || Lr: 0.011622 || Task Loss: 0.2407 || KD Loss: 0.0788|| 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: 2 days, 15:41:59 || Estimated Time: 3 days, 4:56:17
2023-07-30 05:25:26,058 semantic_segmentation INFO: Iters: 67950/150000 || Lr: 0.011620 || Task Loss: 0.2676 || KD Loss: 0.0760|| 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: 2 days, 15:42:32 || Estimated Time: 3 days, 4:55:43
2023-07-30 05:26:00,034 semantic_segmentation INFO: Iters: 67960/150000 || Lr: 0.011619 || Task Loss: 0.4505 || KD Loss: 0.2767|| 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, 15:43:06 || Estimated Time: 3 days, 4:55:09
2023-07-30 05:26:33,793 semantic_segmentation INFO: Iters: 67970/150000 || Lr: 0.011618 || Task Loss: 0.2041 || KD Loss: 0.0562|| 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, 15:43:40 || Estimated Time: 3 days, 4:54:36
2023-07-30 05:27:07,583 semantic_segmentation INFO: Iters: 67980/150000 || Lr: 0.011617 || Task Loss: 0.2826 || KD Loss: 0.0999|| 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: 2 days, 15:44:14 || Estimated Time: 3 days, 4:54:02
2023-07-30 05:27:41,432 semantic_segmentation INFO: Iters: 67990/150000 || Lr: 0.011615 || Task Loss: 0.2189 || KD Loss: 0.0598|| 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: 2 days, 15:44:48 || Estimated Time: 3 days, 4:53:28
2023-07-30 05:28:15,420 semantic_segmentation INFO: Iters: 68000/150000 || Lr: 0.011614 || Task Loss: 0.2068 || KD Loss: 0.0713|| 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: 2 days, 15:45:22 || Estimated Time: 3 days, 4:52:55
2023-07-30 05:28:15,487 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 05:28:16,446 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.967, mIoU: 0.401
2023-07-30 05:28:16,555 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.502
2023-07-30 05:28:16,667 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.497
2023-07-30 05:28:16,776 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.530
2023-07-30 05:28:16,884 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.526
2023-07-30 05:28:16,995 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.529
2023-07-30 05:28:17,104 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.576
2023-07-30 05:28:17,209 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.615
2023-07-30 05:28:17,318 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.635
2023-07-30 05:28:17,422 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.674
2023-07-30 05:28:17,528 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.684
2023-07-30 05:28:17,636 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.714
2023-07-30 05:28:17,741 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.713
2023-07-30 05:28:17,845 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.714
2023-07-30 05:28:17,950 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.712
2023-07-30 05:28:18,053 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.700
2023-07-30 05:28:18,157 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.699
2023-07-30 05:28:18,263 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.700
2023-07-30 05:28:18,367 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.706
2023-07-30 05:28:18,472 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.954, mIoU: 0.712
2023-07-30 05:28:18,581 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.714
2023-07-30 05:28:18,692 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.681
2023-07-30 05:28:18,807 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.681
2023-07-30 05:28:18,926 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-30 05:28:19,040 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 05:28:19,154 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-30 05:28:19,269 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-30 05:28:19,379 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-30 05:28:19,490 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.944, mIoU: 0.690
2023-07-30 05:28:19,601 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.944, mIoU: 0.692
2023-07-30 05:28:19,719 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.944, mIoU: 0.690
2023-07-30 05:28:19,831 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.687
2023-07-30 05:28:19,942 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.944, mIoU: 0.690
2023-07-30 05:28:20,056 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.944, mIoU: 0.688
2023-07-30 05:28:20,170 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.944, mIoU: 0.689
2023-07-30 05:28:20,283 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.944, mIoU: 0.689
2023-07-30 05:28:20,396 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-30 05:28:20,507 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-30 05:28:20,615 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.942, mIoU: 0.677
2023-07-30 05:28:20,724 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.943, mIoU: 0.678
2023-07-30 05:28:20,833 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.943, mIoU: 0.678
2023-07-30 05:28:20,948 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.943, mIoU: 0.678
2023-07-30 05:28:21,058 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-30 05:28:21,169 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.944, mIoU: 0.680
2023-07-30 05:28:21,280 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-30 05:28:21,392 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-30 05:28:21,505 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-30 05:28:21,618 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.946, mIoU: 0.678
2023-07-30 05:28:21,731 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.946, mIoU: 0.681
2023-07-30 05:28:21,837 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-30 05:28:21,945 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.946, mIoU: 0.684
2023-07-30 05:28:22,050 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.946, mIoU: 0.692
2023-07-30 05:28:22,154 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.945, mIoU: 0.693
2023-07-30 05:28:22,262 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.696
2023-07-30 05:28:22,366 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-30 05:28:22,474 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-30 05:28:22,580 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-30 05:28:22,695 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.944, mIoU: 0.699
2023-07-30 05:28:22,815 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 05:28:22,932 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-30 05:28:23,048 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.943, mIoU: 0.698
2023-07-30 05:28:23,164 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.943, mIoU: 0.699
2023-07-30 05:28:23,278 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.943, mIoU: 0.698
2023-07-30 05:28:23,391 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.943, mIoU: 0.701
2023-07-30 05:28:23,506 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.943, mIoU: 0.703
2023-07-30 05:28:23,624 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.943, mIoU: 0.704
2023-07-30 05:28:23,743 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.943, mIoU: 0.703
2023-07-30 05:28:23,856 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.943, mIoU: 0.704
2023-07-30 05:28:23,969 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.942, mIoU: 0.703
2023-07-30 05:28:24,080 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.943, mIoU: 0.702
2023-07-30 05:28:24,185 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.943, mIoU: 0.703
2023-07-30 05:28:24,293 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.943, mIoU: 0.702
2023-07-30 05:28:24,397 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.943, mIoU: 0.700
2023-07-30 05:28:24,502 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.944, mIoU: 0.700
2023-07-30 05:28:24,605 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.943, mIoU: 0.699
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2023-07-30 05:29:09,386 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.948, mIoU: 0.690
2023-07-30 05:29:09,503 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.948, mIoU: 0.690
2023-07-30 05:29:09,620 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.948, mIoU: 0.690
2023-07-30 05:29:09,736 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.948, mIoU: 0.690
2023-07-30 05:29:09,854 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.948, mIoU: 0.690
2023-07-30 05:29:09,970 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.948, mIoU: 0.690
2023-07-30 05:29:10,081 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.948, mIoU: 0.690
2023-07-30 05:29:10,200 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.948, mIoU: 0.690
2023-07-30 05:29:10,321 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.948, mIoU: 0.690
2023-07-30 05:29:10,442 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.948, mIoU: 0.690
2023-07-30 05:29:10,557 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.948, mIoU: 0.690
2023-07-30 05:29:10,672 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.948, mIoU: 0.690
2023-07-30 05:29:10,787 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.948, mIoU: 0.690
2023-07-30 05:29:10,902 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.948, mIoU: 0.690
2023-07-30 05:29:11,017 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.948, mIoU: 0.690
2023-07-30 05:29:11,130 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.948, mIoU: 0.690
2023-07-30 05:29:11,246 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.948, mIoU: 0.690
2023-07-30 05:29:11,362 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.948, mIoU: 0.690
2023-07-30 05:29:11,481 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-30 05:29:11,596 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-30 05:29:11,709 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-30 05:29:11,823 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-30 05:29:11,934 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-30 05:29:12,050 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-30 05:29:12,169 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-30 05:29:12,284 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-30 05:29:12,399 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-30 05:29:12,522 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-30 05:29:12,636 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-30 05:29:12,748 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-30 05:29:12,865 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-30 05:29:12,983 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.949, mIoU: 0.691
2023-07-30 05:29:47,163 semantic_segmentation INFO: Iters: 68010/150000 || Lr: 0.011613 || Task Loss: 0.2499 || KD Loss: 0.0619|| 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, 15:46:54 || Estimated Time: 3 days, 4:53:31
2023-07-30 05:30:21,066 semantic_segmentation INFO: Iters: 68020/150000 || Lr: 0.011612 || Task Loss: 0.1603 || KD Loss: 0.0458|| 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: 2 days, 15:47:27 || Estimated Time: 3 days, 4:52:57
2023-07-30 05:30:54,979 semantic_segmentation INFO: Iters: 68030/150000 || Lr: 0.011610 || Task Loss: 0.1908 || KD Loss: 0.0522|| 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, 15:48:01 || Estimated Time: 3 days, 4:52:24
2023-07-30 05:31:28,832 semantic_segmentation INFO: Iters: 68040/150000 || Lr: 0.011609 || Task Loss: 0.1752 || KD Loss: 0.0482|| 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: 2 days, 15:48:35 || Estimated Time: 3 days, 4:51:50
2023-07-30 05:32:02,737 semantic_segmentation INFO: Iters: 68050/150000 || Lr: 0.011608 || Task Loss: 0.2090 || KD Loss: 0.0394|| 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: 2 days, 15:49:09 || Estimated Time: 3 days, 4:51:17
2023-07-30 05:32:36,661 semantic_segmentation INFO: Iters: 68060/150000 || Lr: 0.011606 || Task Loss: 0.1597 || KD Loss: 0.0583|| 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, 15:49:43 || Estimated Time: 3 days, 4:50:43
2023-07-30 05:33:10,553 semantic_segmentation INFO: Iters: 68070/150000 || Lr: 0.011605 || Task Loss: 0.2291 || KD Loss: 0.0401|| 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, 15:50:17 || Estimated Time: 3 days, 4:50:09
2023-07-30 05:33:44,391 semantic_segmentation INFO: Iters: 68080/150000 || Lr: 0.011604 || Task Loss: 0.2726 || KD Loss: 0.0843|| 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: 2 days, 15:50:51 || Estimated Time: 3 days, 4:49:36
2023-07-30 05:34:18,440 semantic_segmentation INFO: Iters: 68090/150000 || Lr: 0.011603 || Task Loss: 0.1596 || KD Loss: 0.0648|| 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: 2 days, 15:51:25 || Estimated Time: 3 days, 4:49:02
2023-07-30 05:34:52,311 semantic_segmentation INFO: Iters: 68100/150000 || Lr: 0.011601 || Task Loss: 0.2812 || KD Loss: 0.0679|| 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: 2 days, 15:51:59 || Estimated Time: 3 days, 4:48:29
2023-07-30 05:35:26,111 semantic_segmentation INFO: Iters: 68110/150000 || Lr: 0.011600 || Task Loss: 0.1686 || KD Loss: 0.0388|| 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, 15:52:32 || Estimated Time: 3 days, 4:47:55
2023-07-30 05:35:59,971 semantic_segmentation INFO: Iters: 68120/150000 || Lr: 0.011599 || Task Loss: 0.1570 || KD Loss: 0.0492|| 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, 15:53:06 || Estimated Time: 3 days, 4:47:21
2023-07-30 05:36:33,900 semantic_segmentation INFO: Iters: 68130/150000 || Lr: 0.011598 || Task Loss: 0.2084 || KD Loss: 0.0501|| 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: 2 days, 15:53:40 || Estimated Time: 3 days, 4:46:48
2023-07-30 05:37:07,701 semantic_segmentation INFO: Iters: 68140/150000 || Lr: 0.011596 || Task Loss: 0.2412 || KD Loss: 0.0720|| 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, 15:54:14 || Estimated Time: 3 days, 4:46:14
2023-07-30 05:37:41,538 semantic_segmentation INFO: Iters: 68150/150000 || Lr: 0.011595 || Task Loss: 0.2086 || KD Loss: 0.0451|| 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: 2 days, 15:54:48 || Estimated Time: 3 days, 4:45:40
2023-07-30 05:38:15,581 semantic_segmentation INFO: Iters: 68160/150000 || Lr: 0.011594 || Task Loss: 0.1692 || KD Loss: 0.0523|| 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: 2 days, 15:55:22 || Estimated Time: 3 days, 4:45:07
2023-07-30 05:38:49,495 semantic_segmentation INFO: Iters: 68170/150000 || Lr: 0.011592 || Task Loss: 0.2514 || KD Loss: 0.1083|| 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: 2 days, 15:55:56 || Estimated Time: 3 days, 4:44:33
2023-07-30 05:39:23,272 semantic_segmentation INFO: Iters: 68180/150000 || Lr: 0.011591 || Task Loss: 0.2082 || KD Loss: 0.0602|| 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, 15:56:30 || Estimated Time: 3 days, 4:44:00
2023-07-30 05:39:57,064 semantic_segmentation INFO: Iters: 68190/150000 || Lr: 0.011590 || Task Loss: 0.2461 || KD Loss: 0.0670|| 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: 2 days, 15:57:03 || Estimated Time: 3 days, 4:43:26
2023-07-30 05:40:30,950 semantic_segmentation INFO: Iters: 68200/150000 || Lr: 0.011589 || Task Loss: 0.2967 || KD Loss: 0.0720|| 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: 2 days, 15:57:37 || Estimated Time: 3 days, 4:42:52
2023-07-30 05:41:04,816 semantic_segmentation INFO: Iters: 68210/150000 || Lr: 0.011587 || Task Loss: 0.1641 || KD Loss: 0.0730|| 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, 15:58:11 || Estimated Time: 3 days, 4:42:19
2023-07-30 05:41:38,721 semantic_segmentation INFO: Iters: 68220/150000 || Lr: 0.011586 || Task Loss: 0.2700 || KD Loss: 0.0671|| 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: 2 days, 15:58:45 || Estimated Time: 3 days, 4:41:45
2023-07-30 05:42:12,628 semantic_segmentation INFO: Iters: 68230/150000 || Lr: 0.011585 || Task Loss: 0.1528 || KD Loss: 0.0430|| 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, 15:59:19 || Estimated Time: 3 days, 4:41:12
2023-07-30 05:42:46,534 semantic_segmentation INFO: Iters: 68240/150000 || Lr: 0.011583 || Task Loss: 0.2120 || KD Loss: 0.0816|| 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, 15:59:53 || Estimated Time: 3 days, 4:40:38
2023-07-30 05:43:20,310 semantic_segmentation INFO: Iters: 68250/150000 || Lr: 0.011582 || Task Loss: 0.2227 || KD Loss: 0.0464|| 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: 2 days, 16:00:27 || Estimated Time: 3 days, 4:40:04
2023-07-30 05:43:54,250 semantic_segmentation INFO: Iters: 68260/150000 || Lr: 0.011581 || Task Loss: 0.2571 || KD Loss: 0.0941|| 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: 2 days, 16:01:01 || Estimated Time: 3 days, 4:39:31
2023-07-30 05:44:28,088 semantic_segmentation INFO: Iters: 68270/150000 || Lr: 0.011580 || Task Loss: 0.1763 || KD Loss: 0.0440|| 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, 16:01:34 || Estimated Time: 3 days, 4:38:57
2023-07-30 05:45:01,892 semantic_segmentation INFO: Iters: 68280/150000 || Lr: 0.011578 || Task Loss: 0.2274 || KD Loss: 0.0715|| 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: 2 days, 16:02:08 || Estimated Time: 3 days, 4:38:23
2023-07-30 05:45:35,796 semantic_segmentation INFO: Iters: 68290/150000 || Lr: 0.011577 || Task Loss: 0.2445 || KD Loss: 0.0659|| 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: 2 days, 16:02:42 || Estimated Time: 3 days, 4:37:50
2023-07-30 05:46:09,690 semantic_segmentation INFO: Iters: 68300/150000 || Lr: 0.011576 || Task Loss: 0.2414 || KD Loss: 0.0538|| 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, 16:03:16 || Estimated Time: 3 days, 4:37:16
2023-07-30 05:46:43,451 semantic_segmentation INFO: Iters: 68310/150000 || Lr: 0.011575 || Task Loss: 0.1692 || KD Loss: 0.0438|| 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, 16:03:50 || Estimated Time: 3 days, 4:36:42
2023-07-30 05:47:17,516 semantic_segmentation INFO: Iters: 68320/150000 || Lr: 0.011573 || Task Loss: 0.1981 || KD Loss: 0.0448|| 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, 16:04:24 || Estimated Time: 3 days, 4:36:09
2023-07-30 05:47:51,302 semantic_segmentation INFO: Iters: 68330/150000 || Lr: 0.011572 || Task Loss: 0.1459 || KD Loss: 0.0323|| 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, 16:04:58 || Estimated Time: 3 days, 4:35:35
2023-07-30 05:48:25,104 semantic_segmentation INFO: Iters: 68340/150000 || Lr: 0.011571 || Task Loss: 0.1894 || KD Loss: 0.0574|| 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: 2 days, 16:05:31 || Estimated Time: 3 days, 4:35:01
2023-07-30 05:48:58,946 semantic_segmentation INFO: Iters: 68350/150000 || Lr: 0.011569 || Task Loss: 0.2491 || KD Loss: 0.0518|| 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: 2 days, 16:06:05 || Estimated Time: 3 days, 4:34:28
2023-07-30 05:49:33,436 semantic_segmentation INFO: Iters: 68360/150000 || Lr: 0.011568 || Task Loss: 0.2309 || KD Loss: 0.0633|| 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, 16:06:40 || Estimated Time: 3 days, 4:33:55
2023-07-30 05:50:10,253 semantic_segmentation INFO: Iters: 68370/150000 || Lr: 0.011567 || Task Loss: 0.2181 || KD Loss: 0.0516|| 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: 2 days, 16:07:17 || Estimated Time: 3 days, 4:33:25
2023-07-30 05:50:44,027 semantic_segmentation INFO: Iters: 68380/150000 || Lr: 0.011566 || Task Loss: 0.2052 || KD Loss: 0.0456|| 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: 2 days, 16:07:50 || Estimated Time: 3 days, 4:32:51
2023-07-30 05:51:17,869 semantic_segmentation INFO: Iters: 68390/150000 || Lr: 0.011564 || Task Loss: 0.1656 || KD Loss: 0.0345|| 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: 2 days, 16:08:24 || Estimated Time: 3 days, 4:32:17
2023-07-30 05:51:51,762 semantic_segmentation INFO: Iters: 68400/150000 || Lr: 0.011563 || Task Loss: 0.2191 || KD Loss: 0.0509|| 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, 16:08:58 || Estimated Time: 3 days, 4:31:44
2023-07-30 05:52:25,589 semantic_segmentation INFO: Iters: 68410/150000 || Lr: 0.011562 || Task Loss: 0.1845 || KD Loss: 0.0494|| 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, 16:09:32 || Estimated Time: 3 days, 4:31:10
2023-07-30 05:52:59,500 semantic_segmentation INFO: Iters: 68420/150000 || Lr: 0.011561 || Task Loss: 0.1852 || KD Loss: 0.0497|| 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: 2 days, 16:10:06 || Estimated Time: 3 days, 4:30:36
2023-07-30 05:53:33,336 semantic_segmentation INFO: Iters: 68430/150000 || Lr: 0.011559 || Task Loss: 0.2344 || KD Loss: 0.0658|| 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, 16:10:40 || Estimated Time: 3 days, 4:30:03
2023-07-30 05:54:07,146 semantic_segmentation INFO: Iters: 68440/150000 || Lr: 0.011558 || Task Loss: 0.1582 || KD Loss: 0.0369|| 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: 2 days, 16:11:14 || Estimated Time: 3 days, 4:29:29
2023-07-30 05:54:41,046 semantic_segmentation INFO: Iters: 68450/150000 || Lr: 0.011557 || Task Loss: 0.2182 || KD Loss: 0.0480|| 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, 16:11:47 || Estimated Time: 3 days, 4:28:56
2023-07-30 05:55:14,947 semantic_segmentation INFO: Iters: 68460/150000 || Lr: 0.011555 || Task Loss: 0.1368 || KD Loss: 0.0346|| 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, 16:12:21 || Estimated Time: 3 days, 4:28:22
2023-07-30 05:55:48,759 semantic_segmentation INFO: Iters: 68470/150000 || Lr: 0.011554 || Task Loss: 0.2556 || KD Loss: 0.0572|| 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: 2 days, 16:12:55 || Estimated Time: 3 days, 4:27:48
2023-07-30 05:56:22,540 semantic_segmentation INFO: Iters: 68480/150000 || Lr: 0.011553 || Task Loss: 0.2119 || KD Loss: 0.0420|| 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: 2 days, 16:13:29 || Estimated Time: 3 days, 4:27:14
2023-07-30 05:56:56,349 semantic_segmentation INFO: Iters: 68490/150000 || Lr: 0.011552 || Task Loss: 0.2188 || KD Loss: 0.0658|| 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, 16:14:03 || Estimated Time: 3 days, 4:26:41
2023-07-30 05:57:30,343 semantic_segmentation INFO: Iters: 68500/150000 || Lr: 0.011550 || Task Loss: 0.2810 || KD Loss: 0.0540|| 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: 2 days, 16:14:37 || Estimated Time: 3 days, 4:26:07
2023-07-30 05:58:04,226 semantic_segmentation INFO: Iters: 68510/150000 || Lr: 0.011549 || Task Loss: 0.3118 || KD Loss: 0.0897|| 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: 2 days, 16:15:11 || Estimated Time: 3 days, 4:25:34
2023-07-30 05:58:38,044 semantic_segmentation INFO: Iters: 68520/150000 || Lr: 0.011548 || Task Loss: 0.2143 || KD Loss: 0.0504|| 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: 2 days, 16:15:44 || Estimated Time: 3 days, 4:25:00
2023-07-30 05:59:11,935 semantic_segmentation INFO: Iters: 68530/150000 || Lr: 0.011547 || Task Loss: 0.2738 || KD Loss: 0.0945|| 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: 2 days, 16:16:18 || Estimated Time: 3 days, 4:24:26
2023-07-30 05:59:45,874 semantic_segmentation INFO: Iters: 68540/150000 || Lr: 0.011545 || Task Loss: 0.2558 || KD Loss: 0.0517|| 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: 2 days, 16:16:52 || Estimated Time: 3 days, 4:23:53
2023-07-30 06:00:19,720 semantic_segmentation INFO: Iters: 68550/150000 || Lr: 0.011544 || Task Loss: 0.3558 || KD Loss: 0.0995|| 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, 16:17:26 || Estimated Time: 3 days, 4:23:19
2023-07-30 06:00:53,790 semantic_segmentation INFO: Iters: 68560/150000 || Lr: 0.011543 || Task Loss: 0.1701 || KD Loss: 0.0444|| 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, 16:18:00 || Estimated Time: 3 days, 4:22:46
2023-07-30 06:01:27,674 semantic_segmentation INFO: Iters: 68570/150000 || Lr: 0.011541 || Task Loss: 0.1995 || KD Loss: 0.0658|| 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: 2 days, 16:18:34 || Estimated Time: 3 days, 4:22:12
2023-07-30 06:02:01,541 semantic_segmentation INFO: Iters: 68580/150000 || Lr: 0.011540 || Task Loss: 0.1731 || KD Loss: 0.0483|| 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: 2 days, 16:19:08 || Estimated Time: 3 days, 4:21:38
2023-07-30 06:02:35,579 semantic_segmentation INFO: Iters: 68590/150000 || Lr: 0.011539 || Task Loss: 0.2473 || KD Loss: 0.0610|| 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, 16:19:42 || Estimated Time: 3 days, 4:21:05
2023-07-30 06:03:09,444 semantic_segmentation INFO: Iters: 68600/150000 || Lr: 0.011538 || Task Loss: 0.2028 || KD Loss: 0.0519|| 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: 2 days, 16:20:16 || Estimated Time: 3 days, 4:20:31
2023-07-30 06:03:43,332 semantic_segmentation INFO: Iters: 68610/150000 || Lr: 0.011536 || Task Loss: 0.1423 || KD Loss: 0.0506|| 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: 2 days, 16:20:50 || Estimated Time: 3 days, 4:19:58
2023-07-30 06:04:17,242 semantic_segmentation INFO: Iters: 68620/150000 || Lr: 0.011535 || Task Loss: 0.2265 || KD Loss: 0.0434|| 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, 16:21:24 || Estimated Time: 3 days, 4:19:24
2023-07-30 06:04:51,148 semantic_segmentation INFO: Iters: 68630/150000 || Lr: 0.011534 || Task Loss: 0.2132 || KD Loss: 0.0528|| 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: 2 days, 16:21:58 || Estimated Time: 3 days, 4:18:51
2023-07-30 06:05:25,069 semantic_segmentation INFO: Iters: 68640/150000 || Lr: 0.011532 || Task Loss: 0.2073 || KD Loss: 0.0478|| 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: 2 days, 16:22:31 || Estimated Time: 3 days, 4:18:17
2023-07-30 06:05:58,901 semantic_segmentation INFO: Iters: 68650/150000 || Lr: 0.011531 || Task Loss: 0.1567 || KD Loss: 0.0353|| 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, 16:23:05 || Estimated Time: 3 days, 4:17:43
2023-07-30 06:06:32,771 semantic_segmentation INFO: Iters: 68660/150000 || Lr: 0.011530 || Task Loss: 0.4587 || KD Loss: 0.1176|| 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: 2 days, 16:23:39 || Estimated Time: 3 days, 4:17:10
2023-07-30 06:07:06,595 semantic_segmentation INFO: Iters: 68670/150000 || Lr: 0.011529 || Task Loss: 0.1873 || KD Loss: 0.0393|| 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: 2 days, 16:24:13 || Estimated Time: 3 days, 4:16:36
2023-07-30 06:07:40,586 semantic_segmentation INFO: Iters: 68680/150000 || Lr: 0.011527 || Task Loss: 0.2449 || KD Loss: 0.0701|| 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, 16:24:47 || Estimated Time: 3 days, 4:16:02
2023-07-30 06:08:14,468 semantic_segmentation INFO: Iters: 68690/150000 || Lr: 0.011526 || Task Loss: 0.2277 || KD Loss: 0.0521|| 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: 2 days, 16:25:21 || Estimated Time: 3 days, 4:15:29
2023-07-30 06:08:48,478 semantic_segmentation INFO: Iters: 68700/150000 || Lr: 0.011525 || Task Loss: 0.2427 || KD Loss: 0.0692|| 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: 2 days, 16:25:55 || Estimated Time: 3 days, 4:14:55
2023-07-30 06:09:22,370 semantic_segmentation INFO: Iters: 68710/150000 || Lr: 0.011524 || Task Loss: 0.1951 || KD Loss: 0.0613|| 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: 2 days, 16:26:29 || Estimated Time: 3 days, 4:14:22
2023-07-30 06:09:56,210 semantic_segmentation INFO: Iters: 68720/150000 || Lr: 0.011522 || Task Loss: 0.3662 || KD Loss: 0.0845|| 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: 2 days, 16:27:03 || Estimated Time: 3 days, 4:13:48
2023-07-30 06:10:30,131 semantic_segmentation INFO: Iters: 68730/150000 || Lr: 0.011521 || Task Loss: 0.2556 || KD Loss: 0.0675|| 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: 2 days, 16:27:36 || Estimated Time: 3 days, 4:13:15
2023-07-30 06:11:03,956 semantic_segmentation INFO: Iters: 68740/150000 || Lr: 0.011520 || Task Loss: 0.2150 || KD Loss: 0.0654|| 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, 16:28:10 || Estimated Time: 3 days, 4:12:41
2023-07-30 06:11:37,863 semantic_segmentation INFO: Iters: 68750/150000 || Lr: 0.011518 || Task Loss: 0.2814 || KD Loss: 0.0692|| 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: 2 days, 16:28:44 || Estimated Time: 3 days, 4:12:07
2023-07-30 06:12:11,912 semantic_segmentation INFO: Iters: 68760/150000 || Lr: 0.011517 || Task Loss: 0.2258 || KD Loss: 0.0497|| 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, 16:29:18 || Estimated Time: 3 days, 4:11:34
2023-07-30 06:12:45,748 semantic_segmentation INFO: Iters: 68770/150000 || Lr: 0.011516 || Task Loss: 0.2681 || KD Loss: 0.0749|| 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, 16:29:52 || Estimated Time: 3 days, 4:11:00
2023-07-30 06:13:19,663 semantic_segmentation INFO: Iters: 68780/150000 || Lr: 0.011515 || Task Loss: 0.2723 || KD Loss: 0.0679|| 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: 2 days, 16:30:26 || Estimated Time: 3 days, 4:10:27
2023-07-30 06:13:53,579 semantic_segmentation INFO: Iters: 68790/150000 || Lr: 0.011513 || Task Loss: 0.2601 || KD Loss: 0.0583|| 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: 2 days, 16:31:00 || Estimated Time: 3 days, 4:09:53
2023-07-30 06:14:27,484 semantic_segmentation INFO: Iters: 68800/150000 || Lr: 0.011512 || Task Loss: 0.2454 || KD Loss: 0.0563|| 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, 16:31:34 || Estimated Time: 3 days, 4:09:19
2023-07-30 06:14:27,550 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 06:14:28,357 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.410
2023-07-30 06:14:28,657 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.494
2023-07-30 06:14:28,766 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.501
2023-07-30 06:14:28,878 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.531
2023-07-30 06:14:28,990 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.524
2023-07-30 06:14:29,104 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.528
2023-07-30 06:14:29,218 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.565
2023-07-30 06:14:29,325 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.611
2023-07-30 06:14:29,435 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.657
2023-07-30 06:14:29,538 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.704
2023-07-30 06:14:29,641 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.713
2023-07-30 06:14:29,746 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.705
2023-07-30 06:14:29,851 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.707
2023-07-30 06:14:29,956 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.691
2023-07-30 06:14:30,060 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.661
2023-07-30 06:14:30,167 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.654
2023-07-30 06:14:30,272 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.653
2023-07-30 06:14:30,379 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.654
2023-07-30 06:14:30,491 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.661
2023-07-30 06:14:30,606 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.668
2023-07-30 06:14:30,721 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.671
2023-07-30 06:14:30,834 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.946, mIoU: 0.677
2023-07-30 06:14:30,945 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.946, mIoU: 0.678
2023-07-30 06:14:31,053 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.946, mIoU: 0.684
2023-07-30 06:14:31,160 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.944, mIoU: 0.688
2023-07-30 06:14:31,265 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.944, mIoU: 0.690
2023-07-30 06:14:31,370 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-30 06:14:31,477 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.942, mIoU: 0.672
2023-07-30 06:14:31,579 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.942, mIoU: 0.676
2023-07-30 06:14:31,684 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.942, mIoU: 0.681
2023-07-30 06:14:31,789 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.942, mIoU: 0.681
2023-07-30 06:14:31,893 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.941, mIoU: 0.678
2023-07-30 06:14:31,997 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.682
2023-07-30 06:14:32,103 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.681
2023-07-30 06:14:32,208 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.683
2023-07-30 06:14:32,312 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.943, mIoU: 0.682
2023-07-30 06:14:32,415 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-30 06:14:32,524 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.941, mIoU: 0.677
2023-07-30 06:14:32,628 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.668
2023-07-30 06:14:32,740 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.941, mIoU: 0.669
2023-07-30 06:14:32,854 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.941, mIoU: 0.670
2023-07-30 06:14:32,971 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.942, mIoU: 0.670
2023-07-30 06:14:33,088 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.672
2023-07-30 06:14:33,205 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.673
2023-07-30 06:14:33,317 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-30 06:14:33,429 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.944, mIoU: 0.671
2023-07-30 06:14:33,546 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.671
2023-07-30 06:14:33,660 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.670
2023-07-30 06:14:33,777 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.670
2023-07-30 06:14:33,897 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.673
2023-07-30 06:14:34,012 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-30 06:14:34,131 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.660
2023-07-30 06:14:34,241 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.942, mIoU: 0.662
2023-07-30 06:14:34,362 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.942, mIoU: 0.665
2023-07-30 06:14:34,472 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-30 06:14:34,586 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.940, mIoU: 0.669
2023-07-30 06:14:34,701 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.940, mIoU: 0.670
2023-07-30 06:14:34,816 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.941, mIoU: 0.676
2023-07-30 06:14:34,932 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.941, mIoU: 0.680
2023-07-30 06:14:35,043 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.941, mIoU: 0.678
2023-07-30 06:14:35,157 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.940, mIoU: 0.681
2023-07-30 06:14:35,266 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.940, mIoU: 0.682
2023-07-30 06:14:35,375 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.940, mIoU: 0.682
2023-07-30 06:14:35,484 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.940, mIoU: 0.687
2023-07-30 06:14:35,592 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.940, mIoU: 0.690
2023-07-30 06:14:35,700 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.940, mIoU: 0.690
2023-07-30 06:14:35,821 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.939, mIoU: 0.688
2023-07-30 06:14:35,944 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.939, mIoU: 0.689
2023-07-30 06:14:36,066 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.938, mIoU: 0.687
2023-07-30 06:14:36,187 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.939, mIoU: 0.687
2023-07-30 06:14:36,309 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.939, mIoU: 0.687
2023-07-30 06:14:36,429 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.939, mIoU: 0.687
2023-07-30 06:14:36,551 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.939, mIoU: 0.685
2023-07-30 06:14:36,668 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.940, mIoU: 0.685
2023-07-30 06:14:36,785 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.939, mIoU: 0.686
2023-07-30 06:14:36,902 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.939, mIoU: 0.686
2023-07-30 06:14:37,018 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.940, mIoU: 0.686
2023-07-30 06:14:37,133 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.940, mIoU: 0.686
2023-07-30 06:14:37,247 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.686
2023-07-30 06:14:37,365 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.940, mIoU: 0.687
2023-07-30 06:14:37,480 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.940, mIoU: 0.689
2023-07-30 06:14:37,596 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.940, mIoU: 0.690
2023-07-30 06:14:37,710 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.940, mIoU: 0.689
2023-07-30 06:14:37,824 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.939, mIoU: 0.687
2023-07-30 06:14:37,937 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-30 06:14:38,049 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-30 06:14:38,162 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-30 06:14:38,277 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-30 06:14:38,393 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-30 06:14:38,505 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-30 06:14:38,621 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.938, mIoU: 0.683
2023-07-30 06:14:38,736 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.937, mIoU: 0.686
2023-07-30 06:14:38,849 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.937, mIoU: 0.686
2023-07-30 06:14:38,959 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.937, mIoU: 0.686
2023-07-30 06:14:39,068 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.938, mIoU: 0.686
2023-07-30 06:14:39,172 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.938, mIoU: 0.686
2023-07-30 06:14:39,279 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.937, mIoU: 0.686
2023-07-30 06:14:39,382 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.938, mIoU: 0.686
2023-07-30 06:14:39,486 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-30 06:14:39,594 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-30 06:14:39,701 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.936, mIoU: 0.684
2023-07-30 06:14:39,811 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.936, mIoU: 0.682
2023-07-30 06:14:39,926 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.936, mIoU: 0.683
2023-07-30 06:14:40,043 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.936, mIoU: 0.683
2023-07-30 06:14:40,160 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.936, mIoU: 0.683
2023-07-30 06:14:40,274 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.936, mIoU: 0.683
2023-07-30 06:14:40,386 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.936, mIoU: 0.683
2023-07-30 06:14:40,499 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-30 06:14:40,610 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-30 06:14:40,725 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.936, mIoU: 0.683
2023-07-30 06:14:40,844 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.936, mIoU: 0.683
2023-07-30 06:14:40,961 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.936, mIoU: 0.683
2023-07-30 06:14:41,078 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.936, mIoU: 0.683
2023-07-30 06:14:41,193 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-30 06:14:41,310 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-30 06:14:41,426 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-30 06:14:41,540 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-30 06:14:41,659 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-30 06:14:41,776 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-30 06:14:41,894 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.936, mIoU: 0.680
2023-07-30 06:14:42,009 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.936, mIoU: 0.680
2023-07-30 06:14:42,126 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.936, mIoU: 0.680
2023-07-30 06:14:42,241 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.936, mIoU: 0.680
2023-07-30 06:14:42,355 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.936, mIoU: 0.683
2023-07-30 06:14:42,468 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.936, mIoU: 0.683
2023-07-30 06:14:42,584 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.936, mIoU: 0.684
2023-07-30 06:14:42,706 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.936, mIoU: 0.685
2023-07-30 06:14:42,822 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.936, mIoU: 0.685
2023-07-30 06:14:42,937 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.936, mIoU: 0.684
2023-07-30 06:14:43,050 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.936, mIoU: 0.684
2023-07-30 06:14:43,167 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-30 06:14:43,278 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-30 06:14:43,395 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-30 06:14:43,517 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-30 06:14:43,631 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-30 06:14:43,747 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-30 06:14:43,859 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-30 06:14:43,971 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.938, mIoU: 0.682
2023-07-30 06:14:44,081 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.937, mIoU: 0.681
2023-07-30 06:14:44,192 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-30 06:14:44,296 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-30 06:14:44,400 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-30 06:14:44,504 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-30 06:14:44,610 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-30 06:14:44,722 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-30 06:14:44,835 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.937, mIoU: 0.685
2023-07-30 06:14:44,953 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.937, mIoU: 0.685
2023-07-30 06:14:45,069 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.937, mIoU: 0.685
2023-07-30 06:14:45,188 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.937, mIoU: 0.685
2023-07-30 06:14:45,303 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-30 06:14:45,417 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-30 06:14:45,527 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.938, mIoU: 0.686
2023-07-30 06:14:45,639 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.938, mIoU: 0.686
2023-07-30 06:14:45,760 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.938, mIoU: 0.686
2023-07-30 06:14:45,872 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.938, mIoU: 0.686
2023-07-30 06:14:45,985 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.938, mIoU: 0.687
2023-07-30 06:14:46,098 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.938, mIoU: 0.687
2023-07-30 06:14:46,214 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.938, mIoU: 0.687
2023-07-30 06:14:46,327 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.938, mIoU: 0.687
2023-07-30 06:14:46,440 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.938, mIoU: 0.686
2023-07-30 06:14:46,549 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-30 06:14:46,655 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-30 06:14:46,765 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-30 06:14:46,881 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-30 06:14:46,999 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-30 06:14:47,118 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.938, mIoU: 0.682
2023-07-30 06:14:47,238 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.938, mIoU: 0.682
2023-07-30 06:14:47,355 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.938, mIoU: 0.682
2023-07-30 06:14:47,473 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.938, mIoU: 0.683
2023-07-30 06:14:47,590 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.938, mIoU: 0.683
2023-07-30 06:14:47,709 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.939, mIoU: 0.683
2023-07-30 06:14:47,827 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.939, mIoU: 0.683
2023-07-30 06:14:47,944 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.939, mIoU: 0.683
2023-07-30 06:14:48,059 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.939, mIoU: 0.683
2023-07-30 06:14:48,173 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.939, mIoU: 0.682
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2023-07-30 06:15:13,589 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.942, mIoU: 0.684
2023-07-30 06:15:13,706 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.942, mIoU: 0.684
2023-07-30 06:15:13,825 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.942, mIoU: 0.684
2023-07-30 06:15:13,944 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.942, mIoU: 0.684
2023-07-30 06:15:14,061 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.942, mIoU: 0.684
2023-07-30 06:15:14,180 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.942, mIoU: 0.685
2023-07-30 06:15:14,295 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-30 06:15:14,413 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-30 06:15:14,532 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-30 06:15:14,651 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-30 06:15:14,765 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-30 06:15:14,880 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-30 06:15:14,994 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.943, mIoU: 0.686
2023-07-30 06:15:15,113 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.943, mIoU: 0.686
2023-07-30 06:15:15,227 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.943, mIoU: 0.686
2023-07-30 06:15:15,342 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.943, mIoU: 0.686
2023-07-30 06:15:15,456 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.943, mIoU: 0.687
2023-07-30 06:15:15,569 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.943, mIoU: 0.687
2023-07-30 06:15:15,684 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.943, mIoU: 0.687
2023-07-30 06:15:15,799 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.943, mIoU: 0.687
2023-07-30 06:15:15,914 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.943, mIoU: 0.687
2023-07-30 06:15:16,029 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-30 06:15:16,147 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-30 06:15:16,260 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-30 06:15:16,380 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-30 06:15:16,496 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-30 06:15:16,609 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-30 06:15:16,722 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-30 06:15:16,832 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-30 06:15:16,944 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-30 06:15:17,054 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-30 06:15:17,167 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.944, mIoU: 0.688
2023-07-30 06:15:17,271 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.944, mIoU: 0.688
2023-07-30 06:15:17,378 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.944, mIoU: 0.688
2023-07-30 06:15:17,484 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.944, mIoU: 0.688
2023-07-30 06:15:17,590 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-30 06:15:17,699 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.944, mIoU: 0.688
2023-07-30 06:15:17,811 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.944, mIoU: 0.688
2023-07-30 06:15:17,930 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.944, mIoU: 0.688
2023-07-30 06:15:18,045 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-30 06:15:18,164 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-30 06:15:18,280 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-30 06:15:18,394 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-30 06:15:18,505 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-30 06:15:18,619 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.945, mIoU: 0.689
2023-07-30 06:15:18,737 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.945, mIoU: 0.689
2023-07-30 06:15:18,848 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.945, mIoU: 0.690
2023-07-30 06:15:18,958 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.945, mIoU: 0.690
2023-07-30 06:15:19,068 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.945, mIoU: 0.690
2023-07-30 06:15:19,178 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.945, mIoU: 0.690
2023-07-30 06:15:19,290 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.945, mIoU: 0.690
2023-07-30 06:15:19,404 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.945, mIoU: 0.690
2023-07-30 06:15:19,514 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.945, mIoU: 0.690
2023-07-30 06:15:19,623 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.945, mIoU: 0.690
2023-07-30 06:15:19,729 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.946, mIoU: 0.690
2023-07-30 06:15:19,835 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.946, mIoU: 0.690
2023-07-30 06:15:19,942 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.946, mIoU: 0.690
2023-07-30 06:15:20,052 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.946, mIoU: 0.690
2023-07-30 06:15:20,166 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.946, mIoU: 0.690
2023-07-30 06:15:20,278 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.946, mIoU: 0.690
2023-07-30 06:15:20,391 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.946, mIoU: 0.690
2023-07-30 06:15:20,503 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.946, mIoU: 0.690
2023-07-30 06:15:20,617 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.946, mIoU: 0.690
2023-07-30 06:15:20,730 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.946, mIoU: 0.690
2023-07-30 06:15:20,841 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.946, mIoU: 0.690
2023-07-30 06:15:20,948 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.946, mIoU: 0.690
2023-07-30 06:15:21,054 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.946, mIoU: 0.690
2023-07-30 06:15:21,164 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.946, mIoU: 0.690
2023-07-30 06:15:21,282 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.946, mIoU: 0.690
2023-07-30 06:15:21,403 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.946, mIoU: 0.690
2023-07-30 06:15:21,523 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.946, mIoU: 0.691
2023-07-30 06:15:21,642 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.946, mIoU: 0.691
2023-07-30 06:15:21,760 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.946, mIoU: 0.691
2023-07-30 06:15:21,879 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.946, mIoU: 0.691
2023-07-30 06:15:21,997 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-30 06:15:22,114 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-30 06:15:22,236 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-30 06:15:22,352 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-30 06:15:22,471 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-30 06:15:22,587 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-30 06:15:22,702 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-30 06:15:22,816 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.947, mIoU: 0.692
2023-07-30 06:15:22,933 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.947, mIoU: 0.692
2023-07-30 06:15:23,052 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.947, mIoU: 0.693
2023-07-30 06:15:23,165 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.947, mIoU: 0.693
2023-07-30 06:15:23,280 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.947, mIoU: 0.693
2023-07-30 06:15:23,389 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.947, mIoU: 0.694
2023-07-30 06:15:23,501 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.947, mIoU: 0.694
2023-07-30 06:15:23,606 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.947, mIoU: 0.694
2023-07-30 06:15:23,713 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.947, mIoU: 0.694
2023-07-30 06:15:23,818 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.947, mIoU: 0.694
2023-07-30 06:15:23,932 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.947, mIoU: 0.694
2023-07-30 06:15:24,046 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.947, mIoU: 0.695
2023-07-30 06:15:24,164 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.947, mIoU: 0.695
2023-07-30 06:15:24,285 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.947, mIoU: 0.694
2023-07-30 06:15:24,404 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.947, mIoU: 0.694
2023-07-30 06:15:24,519 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.947, mIoU: 0.694
2023-07-30 06:15:24,632 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.947, mIoU: 0.694
2023-07-30 06:15:24,745 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.947, mIoU: 0.694
2023-07-30 06:15:24,856 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.947, mIoU: 0.694
2023-07-30 06:15:24,968 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.947, mIoU: 0.694
2023-07-30 06:15:25,080 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.947, mIoU: 0.694
2023-07-30 06:15:25,194 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.947, mIoU: 0.695
2023-07-30 06:15:25,312 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.948, mIoU: 0.695
2023-07-30 06:15:25,426 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.948, mIoU: 0.695
2023-07-30 06:15:25,538 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.948, mIoU: 0.695
2023-07-30 06:15:25,648 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.948, mIoU: 0.695
2023-07-30 06:15:25,757 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.948, mIoU: 0.695
2023-07-30 06:15:25,862 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.948, mIoU: 0.695
2023-07-30 06:15:25,968 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.948, mIoU: 0.695
2023-07-30 06:15:26,074 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.948, mIoU: 0.695
2023-07-30 06:15:26,186 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.948, mIoU: 0.695
2023-07-30 06:15:26,303 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.948, mIoU: 0.695
2023-07-30 06:15:26,419 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.948, mIoU: 0.696
2023-07-30 06:15:26,535 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.696
2023-07-30 06:15:26,651 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.696
2023-07-30 06:15:26,768 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.948, mIoU: 0.696
2023-07-30 06:15:26,884 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.948, mIoU: 0.696
2023-07-30 06:15:26,998 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.948, mIoU: 0.696
2023-07-30 06:15:27,111 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.948, mIoU: 0.696
2023-07-30 06:15:27,224 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.948, mIoU: 0.696
2023-07-30 06:15:27,342 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.948, mIoU: 0.696
2023-07-30 06:15:27,457 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.948, mIoU: 0.696
2023-07-30 06:15:27,569 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.948, mIoU: 0.696
2023-07-30 06:15:27,681 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.948, mIoU: 0.696
2023-07-30 06:15:27,793 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.696
2023-07-30 06:15:27,903 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.696
2023-07-30 06:16:02,055 semantic_segmentation INFO: Iters: 68810/150000 || Lr: 0.011511 || Task Loss: 0.2480 || KD Loss: 0.0638|| 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: 2 days, 16:33:08 || Estimated Time: 3 days, 4:09:57
2023-07-30 06:16:36,053 semantic_segmentation INFO: Iters: 68820/150000 || Lr: 0.011510 || Task Loss: 0.1738 || KD Loss: 0.0632|| 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: 2 days, 16:33:42 || Estimated Time: 3 days, 4:09:24
2023-07-30 06:17:09,952 semantic_segmentation INFO: Iters: 68830/150000 || Lr: 0.011508 || Task Loss: 0.1492 || KD Loss: 0.0424|| 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: 2 days, 16:34:16 || Estimated Time: 3 days, 4:08:50
2023-07-30 06:17:43,886 semantic_segmentation INFO: Iters: 68840/150000 || Lr: 0.011507 || Task Loss: 0.2692 || KD Loss: 0.0597|| 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: 2 days, 16:34:50 || Estimated Time: 3 days, 4:08:17
2023-07-30 06:18:17,874 semantic_segmentation INFO: Iters: 68850/150000 || Lr: 0.011506 || Task Loss: 0.2335 || KD Loss: 0.0645|| 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: 2 days, 16:35:24 || Estimated Time: 3 days, 4:07:43
2023-07-30 06:18:51,718 semantic_segmentation INFO: Iters: 68860/150000 || Lr: 0.011504 || Task Loss: 0.1995 || KD Loss: 0.0521|| 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: 2 days, 16:35:58 || Estimated Time: 3 days, 4:07:09
2023-07-30 06:19:25,542 semantic_segmentation INFO: Iters: 68870/150000 || Lr: 0.011503 || Task Loss: 0.2984 || KD Loss: 0.0742|| 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: 2 days, 16:36:32 || Estimated Time: 3 days, 4:06:36
2023-07-30 06:19:59,497 semantic_segmentation INFO: Iters: 68880/150000 || Lr: 0.011502 || Task Loss: 0.2066 || KD Loss: 0.0508|| 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, 16:37:06 || Estimated Time: 3 days, 4:06:02
2023-07-30 06:20:33,393 semantic_segmentation INFO: Iters: 68890/150000 || Lr: 0.011501 || Task Loss: 0.2278 || KD Loss: 0.0674|| 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, 16:37:40 || Estimated Time: 3 days, 4:05:29
2023-07-30 06:21:07,328 semantic_segmentation INFO: Iters: 68900/150000 || Lr: 0.011499 || Task Loss: 0.1881 || KD Loss: 0.0541|| 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, 16:38:14 || Estimated Time: 3 days, 4:04:55
2023-07-30 06:21:41,228 semantic_segmentation INFO: Iters: 68910/150000 || Lr: 0.011498 || Task Loss: 0.1650 || KD Loss: 0.0499|| 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: 2 days, 16:38:48 || Estimated Time: 3 days, 4:04:21
2023-07-30 06:22:15,211 semantic_segmentation INFO: Iters: 68920/150000 || Lr: 0.011497 || Task Loss: 0.1672 || KD Loss: 0.0486|| 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, 16:39:22 || Estimated Time: 3 days, 4:03:48
2023-07-30 06:22:49,252 semantic_segmentation INFO: Iters: 68930/150000 || Lr: 0.011495 || Task Loss: 0.1939 || KD Loss: 0.0586|| 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: 2 days, 16:39:56 || Estimated Time: 3 days, 4:03:14
2023-07-30 06:23:23,223 semantic_segmentation INFO: Iters: 68940/150000 || Lr: 0.011494 || Task Loss: 0.1698 || KD Loss: 0.0460|| 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: 2 days, 16:40:30 || Estimated Time: 3 days, 4:02:41
2023-07-30 06:23:57,160 semantic_segmentation INFO: Iters: 68950/150000 || Lr: 0.011493 || Task Loss: 0.1867 || KD Loss: 0.0654|| 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: 2 days, 16:41:04 || Estimated Time: 3 days, 4:02:07
2023-07-30 06:24:31,100 semantic_segmentation INFO: Iters: 68960/150000 || Lr: 0.011492 || Task Loss: 0.1503 || KD Loss: 0.0630|| 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, 16:41:37 || Estimated Time: 3 days, 4:01:34
2023-07-30 06:25:05,029 semantic_segmentation INFO: Iters: 68970/150000 || Lr: 0.011490 || Task Loss: 0.2189 || KD Loss: 0.0673|| 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: 2 days, 16:42:11 || Estimated Time: 3 days, 4:01:00
2023-07-30 06:25:38,921 semantic_segmentation INFO: Iters: 68980/150000 || Lr: 0.011489 || Task Loss: 0.2220 || KD Loss: 0.0469|| 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, 16:42:45 || Estimated Time: 3 days, 4:00:27
2023-07-30 06:26:12,857 semantic_segmentation INFO: Iters: 68990/150000 || Lr: 0.011488 || Task Loss: 0.1580 || KD Loss: 0.0641|| 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: 2 days, 16:43:19 || Estimated Time: 3 days, 3:59:53
2023-07-30 06:26:46,715 semantic_segmentation INFO: Iters: 69000/150000 || Lr: 0.011487 || Task Loss: 0.1135 || KD Loss: 0.0286|| 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, 16:43:53 || Estimated Time: 3 days, 3:59:19
2023-07-30 06:27:20,643 semantic_segmentation INFO: Iters: 69010/150000 || Lr: 0.011485 || Task Loss: 0.2342 || KD Loss: 0.0695|| 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: 2 days, 16:44:27 || Estimated Time: 3 days, 3:58:46
2023-07-30 06:27:54,615 semantic_segmentation INFO: Iters: 69020/150000 || Lr: 0.011484 || Task Loss: 0.1435 || KD Loss: 0.0367|| 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, 16:45:01 || Estimated Time: 3 days, 3:58:12
2023-07-30 06:28:28,490 semantic_segmentation INFO: Iters: 69030/150000 || Lr: 0.011483 || Task Loss: 0.1682 || KD Loss: 0.0522|| 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, 16:45:35 || Estimated Time: 3 days, 3:57:38
2023-07-30 06:29:02,515 semantic_segmentation INFO: Iters: 69040/150000 || Lr: 0.011481 || Task Loss: 0.2784 || KD Loss: 0.0695|| 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, 16:46:09 || Estimated Time: 3 days, 3:57:05
2023-07-30 06:29:36,697 semantic_segmentation INFO: Iters: 69050/150000 || Lr: 0.011480 || Task Loss: 0.2108 || KD Loss: 0.0509|| 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: 2 days, 16:46:43 || Estimated Time: 3 days, 3:56:32
2023-07-30 06:30:10,611 semantic_segmentation INFO: Iters: 69060/150000 || Lr: 0.011479 || Task Loss: 0.1748 || KD Loss: 0.0379|| 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: 2 days, 16:47:17 || Estimated Time: 3 days, 3:55:58
2023-07-30 06:30:44,506 semantic_segmentation INFO: Iters: 69070/150000 || Lr: 0.011478 || Task Loss: 0.1419 || KD Loss: 0.0260|| 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, 16:47:51 || Estimated Time: 3 days, 3:55:24
2023-07-30 06:31:18,432 semantic_segmentation INFO: Iters: 69080/150000 || Lr: 0.011476 || Task Loss: 0.2683 || KD Loss: 0.0964|| 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: 2 days, 16:48:25 || Estimated Time: 3 days, 3:54:51
2023-07-30 06:31:52,411 semantic_segmentation INFO: Iters: 69090/150000 || Lr: 0.011475 || Task Loss: 0.1694 || KD Loss: 0.0394|| 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: 2 days, 16:48:59 || Estimated Time: 3 days, 3:54:17
2023-07-30 06:32:26,301 semantic_segmentation INFO: Iters: 69100/150000 || Lr: 0.011474 || Task Loss: 0.1517 || KD Loss: 0.0411|| 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, 16:49:33 || Estimated Time: 3 days, 3:53:44
2023-07-30 06:33:00,359 semantic_segmentation INFO: Iters: 69110/150000 || Lr: 0.011472 || Task Loss: 0.1899 || KD Loss: 0.0598|| 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, 16:50:07 || Estimated Time: 3 days, 3:53:10
2023-07-30 06:33:34,369 semantic_segmentation INFO: Iters: 69120/150000 || Lr: 0.011471 || Task Loss: 0.1428 || KD Loss: 0.0406|| 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, 16:50:41 || Estimated Time: 3 days, 3:52:37
2023-07-30 06:34:08,350 semantic_segmentation INFO: Iters: 69130/150000 || Lr: 0.011470 || Task Loss: 0.2006 || KD Loss: 0.0346|| 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: 2 days, 16:51:15 || Estimated Time: 3 days, 3:52:03
2023-07-30 06:34:42,236 semantic_segmentation INFO: Iters: 69140/150000 || Lr: 0.011469 || Task Loss: 0.2701 || KD Loss: 0.0715|| 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, 16:51:49 || Estimated Time: 3 days, 3:51:30
2023-07-30 06:35:16,283 semantic_segmentation INFO: Iters: 69150/150000 || Lr: 0.011467 || Task Loss: 0.2816 || KD Loss: 0.0828|| 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: 2 days, 16:52:23 || Estimated Time: 3 days, 3:50:56
2023-07-30 06:35:50,285 semantic_segmentation INFO: Iters: 69160/150000 || Lr: 0.011466 || Task Loss: 0.2273 || KD Loss: 0.0384|| 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: 2 days, 16:52:57 || Estimated Time: 3 days, 3:50:23
2023-07-30 06:36:24,269 semantic_segmentation INFO: Iters: 69170/150000 || Lr: 0.011465 || Task Loss: 0.1769 || KD Loss: 0.0521|| 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: 2 days, 16:53:31 || Estimated Time: 3 days, 3:49:49
2023-07-30 06:36:58,138 semantic_segmentation INFO: Iters: 69180/150000 || Lr: 0.011464 || Task Loss: 0.2024 || KD Loss: 0.0428|| 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, 16:54:04 || Estimated Time: 3 days, 3:49:15
2023-07-30 06:37:32,238 semantic_segmentation INFO: Iters: 69190/150000 || Lr: 0.011462 || Task Loss: 0.1811 || KD Loss: 0.0818|| 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, 16:54:39 || Estimated Time: 3 days, 3:48:42
2023-07-30 06:38:06,245 semantic_segmentation INFO: Iters: 69200/150000 || Lr: 0.011461 || Task Loss: 0.1888 || KD Loss: 0.0563|| 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: 2 days, 16:55:13 || Estimated Time: 3 days, 3:48:09
2023-07-30 06:38:40,322 semantic_segmentation INFO: Iters: 69210/150000 || Lr: 0.011460 || Task Loss: 0.1824 || KD Loss: 0.0371|| 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, 16:55:47 || Estimated Time: 3 days, 3:47:35
2023-07-30 06:39:14,347 semantic_segmentation INFO: Iters: 69220/150000 || Lr: 0.011458 || Task Loss: 0.1703 || KD Loss: 0.0897|| 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: 2 days, 16:56:21 || Estimated Time: 3 days, 3:47:02
2023-07-30 06:39:48,227 semantic_segmentation INFO: Iters: 69230/150000 || Lr: 0.011457 || Task Loss: 0.1942 || KD Loss: 0.0508|| 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: 2 days, 16:56:55 || Estimated Time: 3 days, 3:46:28
2023-07-30 06:40:22,215 semantic_segmentation INFO: Iters: 69240/150000 || Lr: 0.011456 || Task Loss: 0.2047 || KD Loss: 0.0521|| 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: 2 days, 16:57:29 || Estimated Time: 3 days, 3:45:54
2023-07-30 06:40:59,690 semantic_segmentation INFO: Iters: 69250/150000 || Lr: 0.011455 || Task Loss: 0.2587 || KD Loss: 0.0527|| 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: 2 days, 16:58:06 || Estimated Time: 3 days, 3:45:25
2023-07-30 06:41:33,562 semantic_segmentation INFO: Iters: 69260/150000 || Lr: 0.011453 || Task Loss: 0.1892 || KD Loss: 0.0468|| 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: 2 days, 16:58:40 || Estimated Time: 3 days, 3:44:51
2023-07-30 06:42:07,715 semantic_segmentation INFO: Iters: 69270/150000 || Lr: 0.011452 || Task Loss: 0.1524 || KD Loss: 0.0444|| 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, 16:59:14 || Estimated Time: 3 days, 3:44:18
2023-07-30 06:42:41,682 semantic_segmentation INFO: Iters: 69280/150000 || Lr: 0.011451 || Task Loss: 0.2514 || KD Loss: 0.0741|| 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: 2 days, 16:59:48 || Estimated Time: 3 days, 3:43:44
2023-07-30 06:43:15,660 semantic_segmentation INFO: Iters: 69290/150000 || Lr: 0.011450 || Task Loss: 0.2243 || KD Loss: 0.0931|| 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: 2 days, 17:00:22 || Estimated Time: 3 days, 3:43:11
2023-07-30 06:43:49,646 semantic_segmentation INFO: Iters: 69300/150000 || Lr: 0.011448 || Task Loss: 0.2006 || KD Loss: 0.0543|| 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: 2 days, 17:00:56 || Estimated Time: 3 days, 3:42:37
2023-07-30 06:44:23,668 semantic_segmentation INFO: Iters: 69310/150000 || Lr: 0.011447 || Task Loss: 0.1634 || KD Loss: 0.0446|| 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, 17:01:30 || Estimated Time: 3 days, 3:42:04
2023-07-30 06:44:57,659 semantic_segmentation INFO: Iters: 69320/150000 || Lr: 0.011446 || Task Loss: 0.2714 || KD Loss: 0.0796|| 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: 2 days, 17:02:04 || Estimated Time: 3 days, 3:41:30
2023-07-30 06:45:31,709 semantic_segmentation INFO: Iters: 69330/150000 || Lr: 0.011444 || Task Loss: 0.2467 || KD Loss: 0.0696|| 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: 2 days, 17:02:38 || Estimated Time: 3 days, 3:40:57
2023-07-30 06:46:05,589 semantic_segmentation INFO: Iters: 69340/150000 || Lr: 0.011443 || Task Loss: 0.2122 || KD Loss: 0.0616|| 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: 2 days, 17:03:12 || Estimated Time: 3 days, 3:40:23
2023-07-30 06:46:39,676 semantic_segmentation INFO: Iters: 69350/150000 || Lr: 0.011442 || Task Loss: 0.2312 || KD Loss: 0.0693|| 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: 2 days, 17:03:46 || Estimated Time: 3 days, 3:39:50
2023-07-30 06:47:13,774 semantic_segmentation INFO: Iters: 69360/150000 || Lr: 0.011441 || Task Loss: 0.1854 || KD Loss: 0.0593|| 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: 2 days, 17:04:20 || Estimated Time: 3 days, 3:39:16
2023-07-30 06:47:47,663 semantic_segmentation INFO: Iters: 69370/150000 || Lr: 0.011439 || Task Loss: 0.1653 || KD Loss: 0.0421|| 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, 17:04:54 || Estimated Time: 3 days, 3:38:43
2023-07-30 06:48:21,663 semantic_segmentation INFO: Iters: 69380/150000 || Lr: 0.011438 || Task Loss: 0.1642 || KD Loss: 0.0479|| 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: 2 days, 17:05:28 || Estimated Time: 3 days, 3:38:09
2023-07-30 06:48:55,679 semantic_segmentation INFO: Iters: 69390/150000 || Lr: 0.011437 || Task Loss: 0.1947 || KD Loss: 0.0440|| 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: 2 days, 17:06:02 || Estimated Time: 3 days, 3:37:36
2023-07-30 06:49:29,646 semantic_segmentation INFO: Iters: 69400/150000 || Lr: 0.011435 || Task Loss: 0.2137 || KD Loss: 0.0792|| 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: 2 days, 17:06:36 || Estimated Time: 3 days, 3:37:02
2023-07-30 06:50:03,778 semantic_segmentation INFO: Iters: 69410/150000 || Lr: 0.011434 || Task Loss: 0.1730 || KD Loss: 0.0403|| 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: 2 days, 17:07:10 || Estimated Time: 3 days, 3:36:29
2023-07-30 06:50:37,797 semantic_segmentation INFO: Iters: 69420/150000 || Lr: 0.011433 || Task Loss: 0.2400 || KD Loss: 0.0485|| 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, 17:07:44 || Estimated Time: 3 days, 3:35:55
2023-07-30 06:51:11,783 semantic_segmentation INFO: Iters: 69430/150000 || Lr: 0.011432 || Task Loss: 0.2204 || KD Loss: 0.0492|| 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: 2 days, 17:08:18 || Estimated Time: 3 days, 3:35:22
2023-07-30 06:51:45,860 semantic_segmentation INFO: Iters: 69440/150000 || Lr: 0.011430 || Task Loss: 0.2471 || KD Loss: 0.0640|| 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: 2 days, 17:08:52 || Estimated Time: 3 days, 3:34:48
2023-07-30 06:52:19,951 semantic_segmentation INFO: Iters: 69450/150000 || Lr: 0.011429 || Task Loss: 0.2017 || KD Loss: 0.0483|| 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: 2 days, 17:09:26 || Estimated Time: 3 days, 3:34:15
2023-07-30 06:52:53,886 semantic_segmentation INFO: Iters: 69460/150000 || Lr: 0.011428 || Task Loss: 0.2032 || KD Loss: 0.0481|| 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: 2 days, 17:10:00 || Estimated Time: 3 days, 3:33:41
2023-07-30 06:53:27,867 semantic_segmentation INFO: Iters: 69470/150000 || Lr: 0.011427 || Task Loss: 0.2179 || KD Loss: 0.0641|| 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: 2 days, 17:10:34 || Estimated Time: 3 days, 3:33:08
2023-07-30 06:54:01,921 semantic_segmentation INFO: Iters: 69480/150000 || Lr: 0.011425 || Task Loss: 0.2046 || KD Loss: 0.0467|| 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: 2 days, 17:11:08 || Estimated Time: 3 days, 3:32:35
2023-07-30 06:54:36,032 semantic_segmentation INFO: Iters: 69490/150000 || Lr: 0.011424 || Task Loss: 0.1417 || KD Loss: 0.0335|| 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, 17:11:42 || Estimated Time: 3 days, 3:32:01
2023-07-30 06:55:10,044 semantic_segmentation INFO: Iters: 69500/150000 || Lr: 0.011423 || Task Loss: 0.1566 || KD Loss: 0.0450|| 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, 17:12:16 || Estimated Time: 3 days, 3:31:28
2023-07-30 06:55:44,038 semantic_segmentation INFO: Iters: 69510/150000 || Lr: 0.011421 || Task Loss: 0.2060 || KD Loss: 0.0770|| 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, 17:12:50 || Estimated Time: 3 days, 3:30:54
2023-07-30 06:56:18,215 semantic_segmentation INFO: Iters: 69520/150000 || Lr: 0.011420 || Task Loss: 0.1870 || KD Loss: 0.0941|| 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, 17:13:25 || Estimated Time: 3 days, 3:30:21
2023-07-30 06:56:52,168 semantic_segmentation INFO: Iters: 69530/150000 || Lr: 0.011419 || Task Loss: 0.2468 || KD Loss: 0.0578|| 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: 2 days, 17:13:59 || Estimated Time: 3 days, 3:29:47
2023-07-30 06:57:26,152 semantic_segmentation INFO: Iters: 69540/150000 || Lr: 0.011418 || Task Loss: 0.2753 || KD Loss: 0.1360|| 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, 17:14:33 || Estimated Time: 3 days, 3:29:14
2023-07-30 06:58:00,266 semantic_segmentation INFO: Iters: 69550/150000 || Lr: 0.011416 || Task Loss: 0.2584 || KD Loss: 0.0710|| 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, 17:15:07 || Estimated Time: 3 days, 3:28:40
2023-07-30 06:58:34,334 semantic_segmentation INFO: Iters: 69560/150000 || Lr: 0.011415 || Task Loss: 0.2745 || KD Loss: 0.1224|| 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: 2 days, 17:15:41 || Estimated Time: 3 days, 3:28:07
2023-07-30 06:59:08,516 semantic_segmentation INFO: Iters: 69570/150000 || Lr: 0.011414 || Task Loss: 0.2502 || KD Loss: 0.0580|| 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: 2 days, 17:16:15 || Estimated Time: 3 days, 3:27:34
2023-07-30 06:59:42,451 semantic_segmentation INFO: Iters: 69580/150000 || Lr: 0.011412 || Task Loss: 0.2535 || KD Loss: 0.0695|| 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, 17:16:49 || Estimated Time: 3 days, 3:27:00
2023-07-30 07:00:16,622 semantic_segmentation INFO: Iters: 69590/150000 || Lr: 0.011411 || Task Loss: 0.2016 || KD Loss: 0.0593|| 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, 17:17:23 || Estimated Time: 3 days, 3:26:27
2023-07-30 07:00:50,712 semantic_segmentation INFO: Iters: 69600/150000 || Lr: 0.011410 || Task Loss: 0.1904 || KD Loss: 0.0535|| 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: 2 days, 17:17:57 || Estimated Time: 3 days, 3:25:53
2023-07-30 07:00:50,776 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 07:00:51,617 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.954, mIoU: 0.398
2023-07-30 07:00:51,741 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.965, mIoU: 0.481
2023-07-30 07:00:51,867 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.966, mIoU: 0.490
2023-07-30 07:00:51,987 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.519
2023-07-30 07:00:52,096 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.513
2023-07-30 07:00:52,199 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.968, mIoU: 0.517
2023-07-30 07:00:52,307 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.545
2023-07-30 07:00:52,410 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.592
2023-07-30 07:00:52,519 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.632
2023-07-30 07:00:52,627 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.679
2023-07-30 07:00:52,743 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.681
2023-07-30 07:00:52,859 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.960, mIoU: 0.693
2023-07-30 07:00:52,972 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.960, mIoU: 0.694
2023-07-30 07:00:53,085 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.673
2023-07-30 07:00:53,198 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.679
2023-07-30 07:00:53,310 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.670
2023-07-30 07:00:53,418 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.672
2023-07-30 07:00:53,525 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.678
2023-07-30 07:00:53,628 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.684
2023-07-30 07:00:53,731 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.691
2023-07-30 07:00:53,837 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.691
2023-07-30 07:00:53,939 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.945, mIoU: 0.674
2023-07-30 07:00:54,043 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-30 07:00:54,149 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.944, mIoU: 0.683
2023-07-30 07:00:54,255 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-30 07:00:54,361 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 07:00:54,464 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.942, mIoU: 0.685
2023-07-30 07:00:54,573 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.941, mIoU: 0.681
2023-07-30 07:00:54,685 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.941, mIoU: 0.688
2023-07-30 07:00:54,801 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.941, mIoU: 0.694
2023-07-30 07:00:54,918 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.942, mIoU: 0.692
2023-07-30 07:00:55,035 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.941, mIoU: 0.690
2023-07-30 07:00:55,149 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.942, mIoU: 0.691
2023-07-30 07:00:55,259 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.942, mIoU: 0.691
2023-07-30 07:00:55,371 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.941, mIoU: 0.691
2023-07-30 07:00:55,477 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.941, mIoU: 0.690
2023-07-30 07:00:55,585 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.941, mIoU: 0.687
2023-07-30 07:00:55,697 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.940, mIoU: 0.686
2023-07-30 07:00:55,812 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.939, mIoU: 0.685
2023-07-30 07:00:55,929 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.940, mIoU: 0.686
2023-07-30 07:00:56,049 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.941, mIoU: 0.687
2023-07-30 07:00:56,164 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.941, mIoU: 0.687
2023-07-30 07:00:56,278 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.688
2023-07-30 07:00:56,395 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.942, mIoU: 0.689
2023-07-30 07:00:56,507 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.943, mIoU: 0.688
2023-07-30 07:00:56,616 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.687
2023-07-30 07:00:56,728 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.943, mIoU: 0.688
2023-07-30 07:00:56,841 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-30 07:00:56,959 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.944, mIoU: 0.689
2023-07-30 07:00:57,078 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.944, mIoU: 0.690
2023-07-30 07:00:57,198 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.944, mIoU: 0.691
2023-07-30 07:00:57,315 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-30 07:00:57,432 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 07:00:57,548 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.698
2023-07-30 07:00:57,663 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.941, mIoU: 0.696
2023-07-30 07:00:57,781 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.941, mIoU: 0.701
2023-07-30 07:00:57,897 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.941, mIoU: 0.701
2023-07-30 07:00:58,013 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.942, mIoU: 0.706
2023-07-30 07:00:58,124 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.942, mIoU: 0.708
2023-07-30 07:00:58,235 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.941, mIoU: 0.706
2023-07-30 07:00:58,343 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.941, mIoU: 0.709
2023-07-30 07:00:58,456 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.941, mIoU: 0.709
2023-07-30 07:00:58,562 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.941, mIoU: 0.707
2023-07-30 07:00:58,672 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.940, mIoU: 0.709
2023-07-30 07:00:58,783 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.940, mIoU: 0.712
2023-07-30 07:00:58,899 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.940, mIoU: 0.713
2023-07-30 07:00:59,019 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.939, mIoU: 0.711
2023-07-30 07:00:59,135 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.939, mIoU: 0.712
2023-07-30 07:00:59,250 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.710
2023-07-30 07:00:59,365 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.939, mIoU: 0.710
2023-07-30 07:00:59,479 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.939, mIoU: 0.711
2023-07-30 07:00:59,591 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.940, mIoU: 0.711
2023-07-30 07:00:59,707 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-30 07:00:59,827 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-30 07:00:59,943 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-30 07:01:00,060 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.940, mIoU: 0.709
2023-07-30 07:01:00,172 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.940, mIoU: 0.709
2023-07-30 07:01:00,284 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.940, mIoU: 0.709
2023-07-30 07:01:00,396 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.708
2023-07-30 07:01:00,512 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.939, mIoU: 0.709
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2023-07-30 07:01:45,849 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 07:01:45,955 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 07:01:46,062 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 07:01:46,169 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 07:01:46,278 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 07:01:46,384 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 07:01:46,493 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 07:01:46,621 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 07:01:46,755 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 07:01:46,884 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 07:01:47,011 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 07:01:47,141 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 07:01:47,264 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.946, mIoU: 0.703
2023-07-30 07:01:47,387 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.946, mIoU: 0.703
2023-07-30 07:01:47,510 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.946, mIoU: 0.703
2023-07-30 07:01:47,632 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.946, mIoU: 0.703
2023-07-30 07:01:47,753 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.946, mIoU: 0.703
2023-07-30 07:01:47,873 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.946, mIoU: 0.703
2023-07-30 07:01:47,993 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.946, mIoU: 0.703
2023-07-30 07:01:48,110 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-30 07:01:48,230 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-30 07:01:48,351 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.947, mIoU: 0.704
2023-07-30 07:01:48,469 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.947, mIoU: 0.704
2023-07-30 07:01:48,586 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.947, mIoU: 0.704
2023-07-30 07:01:48,704 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.947, mIoU: 0.704
2023-07-30 07:01:48,821 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.947, mIoU: 0.704
2023-07-30 07:02:23,253 semantic_segmentation INFO: Iters: 69610/150000 || Lr: 0.011409 || Task Loss: 0.2894 || KD Loss: 0.0665|| 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: 2 days, 17:19:30 || Estimated Time: 3 days, 3:26:27
2023-07-30 07:02:57,394 semantic_segmentation INFO: Iters: 69620/150000 || Lr: 0.011407 || Task Loss: 0.1955 || KD Loss: 0.0682|| 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, 17:20:04 || Estimated Time: 3 days, 3:25:54
2023-07-30 07:03:31,398 semantic_segmentation INFO: Iters: 69630/150000 || Lr: 0.011406 || Task Loss: 0.2502 || KD Loss: 0.0807|| 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, 17:20:38 || Estimated Time: 3 days, 3:25:20
2023-07-30 07:04:05,578 semantic_segmentation INFO: Iters: 69640/150000 || Lr: 0.011405 || Task Loss: 0.2425 || KD Loss: 0.0760|| 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: 2 days, 17:21:12 || Estimated Time: 3 days, 3:24:47
2023-07-30 07:04:39,698 semantic_segmentation INFO: Iters: 69650/150000 || Lr: 0.011404 || Task Loss: 0.1558 || KD Loss: 0.0593|| 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: 2 days, 17:21:46 || Estimated Time: 3 days, 3:24:14
2023-07-30 07:05:13,688 semantic_segmentation INFO: Iters: 69660/150000 || Lr: 0.011402 || Task Loss: 0.3277 || KD Loss: 0.1016|| 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: 2 days, 17:22:20 || Estimated Time: 3 days, 3:23:40
2023-07-30 07:05:47,933 semantic_segmentation INFO: Iters: 69670/150000 || Lr: 0.011401 || Task Loss: 0.1869 || KD Loss: 0.0455|| 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, 17:22:54 || Estimated Time: 3 days, 3:23:07
2023-07-30 07:06:24,436 semantic_segmentation INFO: Iters: 69680/150000 || Lr: 0.011400 || Task Loss: 0.2290 || KD Loss: 0.0814|| 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, 17:23:31 || Estimated Time: 3 days, 3:22:36
2023-07-30 07:06:59,810 semantic_segmentation INFO: Iters: 69690/150000 || Lr: 0.011398 || Task Loss: 0.3062 || KD Loss: 0.0626|| 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: 2 days, 17:24:06 || Estimated Time: 3 days, 3:22:04
2023-07-30 07:07:33,761 semantic_segmentation INFO: Iters: 69700/150000 || Lr: 0.011397 || Task Loss: 0.2561 || KD Loss: 0.0805|| 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, 17:24:40 || Estimated Time: 3 days, 3:21:31
2023-07-30 07:08:07,928 semantic_segmentation INFO: Iters: 69710/150000 || Lr: 0.011396 || Task Loss: 0.1842 || KD Loss: 0.0466|| 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: 2 days, 17:25:14 || Estimated Time: 3 days, 3:20:57
2023-07-30 07:08:42,042 semantic_segmentation INFO: Iters: 69720/150000 || Lr: 0.011395 || Task Loss: 0.2386 || KD Loss: 0.0664|| 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: 2 days, 17:25:48 || Estimated Time: 3 days, 3:20:24
2023-07-30 07:09:16,384 semantic_segmentation INFO: Iters: 69730/150000 || Lr: 0.011393 || Task Loss: 0.3003 || KD Loss: 0.0695|| 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: 2 days, 17:26:23 || Estimated Time: 3 days, 3:19:51
2023-07-30 07:09:50,491 semantic_segmentation INFO: Iters: 69740/150000 || Lr: 0.011392 || Task Loss: 0.1977 || KD Loss: 0.0468|| 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: 2 days, 17:26:57 || Estimated Time: 3 days, 3:19:17
2023-07-30 07:10:24,580 semantic_segmentation INFO: Iters: 69750/150000 || Lr: 0.011391 || Task Loss: 0.2222 || KD Loss: 0.0739|| 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, 17:27:31 || Estimated Time: 3 days, 3:18:44
2023-07-30 07:10:58,697 semantic_segmentation INFO: Iters: 69760/150000 || Lr: 0.011389 || Task Loss: 0.1586 || KD Loss: 0.0340|| 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: 2 days, 17:28:05 || Estimated Time: 3 days, 3:18:11
2023-07-30 07:11:32,948 semantic_segmentation INFO: Iters: 69770/150000 || Lr: 0.011388 || Task Loss: 0.1442 || KD Loss: 0.0406|| 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, 17:28:39 || Estimated Time: 3 days, 3:17:37
2023-07-30 07:12:06,893 semantic_segmentation INFO: Iters: 69780/150000 || Lr: 0.011387 || Task Loss: 0.2224 || KD Loss: 0.0488|| 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: 2 days, 17:29:13 || Estimated Time: 3 days, 3:17:04
2023-07-30 07:12:41,041 semantic_segmentation INFO: Iters: 69790/150000 || Lr: 0.011386 || Task Loss: 0.1809 || KD Loss: 0.0469|| 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, 17:29:47 || Estimated Time: 3 days, 3:16:30
2023-07-30 07:13:15,277 semantic_segmentation INFO: Iters: 69800/150000 || Lr: 0.011384 || Task Loss: 0.1814 || KD Loss: 0.0648|| 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: 2 days, 17:30:22 || Estimated Time: 3 days, 3:15:57
2023-07-30 07:13:49,382 semantic_segmentation INFO: Iters: 69810/150000 || Lr: 0.011383 || Task Loss: 0.2359 || KD Loss: 0.0599|| 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, 17:30:56 || Estimated Time: 3 days, 3:15:24
2023-07-30 07:14:23,609 semantic_segmentation INFO: Iters: 69820/150000 || Lr: 0.011382 || Task Loss: 0.1468 || KD Loss: 0.0384|| 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, 17:31:30 || Estimated Time: 3 days, 3:14:50
2023-07-30 07:14:57,908 semantic_segmentation INFO: Iters: 69830/150000 || Lr: 0.011381 || Task Loss: 0.2695 || KD Loss: 0.0865|| 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: 2 days, 17:32:04 || Estimated Time: 3 days, 3:14:17
2023-07-30 07:15:32,017 semantic_segmentation INFO: Iters: 69840/150000 || Lr: 0.011379 || Task Loss: 0.1683 || KD Loss: 0.0379|| 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, 17:32:38 || Estimated Time: 3 days, 3:13:44
2023-07-30 07:16:06,197 semantic_segmentation INFO: Iters: 69850/150000 || Lr: 0.011378 || Task Loss: 0.1639 || KD Loss: 0.0470|| 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: 2 days, 17:33:13 || Estimated Time: 3 days, 3:13:10
2023-07-30 07:16:40,285 semantic_segmentation INFO: Iters: 69860/150000 || Lr: 0.011377 || Task Loss: 0.1701 || KD Loss: 0.0426|| 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, 17:33:47 || Estimated Time: 3 days, 3:12:37
2023-07-30 07:17:14,449 semantic_segmentation INFO: Iters: 69870/150000 || Lr: 0.011375 || Task Loss: 0.2933 || KD Loss: 0.1212|| 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, 17:34:21 || Estimated Time: 3 days, 3:12:04
2023-07-30 07:17:48,672 semantic_segmentation INFO: Iters: 69880/150000 || Lr: 0.011374 || Task Loss: 0.2005 || KD Loss: 0.0450|| 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: 2 days, 17:34:55 || Estimated Time: 3 days, 3:11:30
2023-07-30 07:18:22,839 semantic_segmentation INFO: Iters: 69890/150000 || Lr: 0.011373 || Task Loss: 0.1841 || KD Loss: 0.0675|| 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, 17:35:29 || Estimated Time: 3 days, 3:10:57
2023-07-30 07:18:57,047 semantic_segmentation INFO: Iters: 69900/150000 || Lr: 0.011372 || Task Loss: 0.2472 || KD Loss: 0.0719|| 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, 17:36:03 || Estimated Time: 3 days, 3:10:24
2023-07-30 07:19:31,266 semantic_segmentation INFO: Iters: 69910/150000 || Lr: 0.011370 || Task Loss: 0.1711 || KD Loss: 0.0368|| 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: 2 days, 17:36:38 || Estimated Time: 3 days, 3:09:50
2023-07-30 07:20:05,630 semantic_segmentation INFO: Iters: 69920/150000 || Lr: 0.011369 || Task Loss: 0.2232 || KD Loss: 0.0771|| 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, 17:37:12 || Estimated Time: 3 days, 3:09:17
2023-07-30 07:20:39,849 semantic_segmentation INFO: Iters: 69930/150000 || Lr: 0.011368 || Task Loss: 0.1370 || KD Loss: 0.0394|| 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, 17:37:46 || Estimated Time: 3 days, 3:08:44
2023-07-30 07:21:14,124 semantic_segmentation INFO: Iters: 69940/150000 || Lr: 0.011367 || Task Loss: 0.2482 || KD Loss: 0.0653|| 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, 17:38:20 || Estimated Time: 3 days, 3:08:11
2023-07-30 07:21:48,326 semantic_segmentation INFO: Iters: 69950/150000 || Lr: 0.011365 || Task Loss: 0.2241 || KD Loss: 0.0731|| 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, 17:38:55 || Estimated Time: 3 days, 3:07:37
2023-07-30 07:22:22,529 semantic_segmentation INFO: Iters: 69960/150000 || Lr: 0.011364 || Task Loss: 0.1707 || KD Loss: 0.0559|| 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: 2 days, 17:39:29 || Estimated Time: 3 days, 3:07:04
2023-07-30 07:22:56,798 semantic_segmentation INFO: Iters: 69970/150000 || Lr: 0.011363 || Task Loss: 0.3743 || KD Loss: 0.1514|| 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: 2 days, 17:40:03 || Estimated Time: 3 days, 3:06:31
2023-07-30 07:23:31,234 semantic_segmentation INFO: Iters: 69980/150000 || Lr: 0.011361 || Task Loss: 0.1866 || KD Loss: 0.0482|| 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, 17:40:38 || Estimated Time: 3 days, 3:05:58
2023-07-30 07:24:05,436 semantic_segmentation INFO: Iters: 69990/150000 || Lr: 0.011360 || Task Loss: 0.2089 || KD Loss: 0.0489|| 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: 2 days, 17:41:12 || Estimated Time: 3 days, 3:05:25
2023-07-30 07:24:39,567 semantic_segmentation INFO: Iters: 70000/150000 || Lr: 0.011359 || Task Loss: 0.1504 || KD Loss: 0.0710|| 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: 2 days, 17:41:46 || Estimated Time: 3 days, 3:04:51
2023-07-30 07:25:13,709 semantic_segmentation INFO: Iters: 70010/150000 || Lr: 0.011358 || Task Loss: 0.3380 || KD Loss: 0.1068|| 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: 2 days, 17:42:20 || Estimated Time: 3 days, 3:04:18
2023-07-30 07:25:48,111 semantic_segmentation INFO: Iters: 70020/150000 || Lr: 0.011356 || Task Loss: 0.2218 || KD Loss: 0.0477|| 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: 2 days, 17:42:54 || Estimated Time: 3 days, 3:03:45
2023-07-30 07:26:22,313 semantic_segmentation INFO: Iters: 70030/150000 || Lr: 0.011355 || Task Loss: 0.1498 || KD Loss: 0.0337|| 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, 17:43:29 || Estimated Time: 3 days, 3:03:11
2023-07-30 07:26:56,468 semantic_segmentation INFO: Iters: 70040/150000 || Lr: 0.011354 || Task Loss: 0.2149 || KD Loss: 0.0489|| 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, 17:44:03 || Estimated Time: 3 days, 3:02:38
2023-07-30 07:27:30,578 semantic_segmentation INFO: Iters: 70050/150000 || Lr: 0.011352 || Task Loss: 0.2283 || KD Loss: 0.0673|| 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: 2 days, 17:44:37 || Estimated Time: 3 days, 3:02:05
2023-07-30 07:28:04,934 semantic_segmentation INFO: Iters: 70060/150000 || Lr: 0.011351 || Task Loss: 0.2169 || KD Loss: 0.0463|| 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: 2 days, 17:45:11 || Estimated Time: 3 days, 3:01:31
2023-07-30 07:28:39,124 semantic_segmentation INFO: Iters: 70070/150000 || Lr: 0.011350 || Task Loss: 0.1847 || KD Loss: 0.0391|| 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, 17:45:45 || Estimated Time: 3 days, 3:00:58
2023-07-30 07:29:13,367 semantic_segmentation INFO: Iters: 70080/150000 || Lr: 0.011349 || Task Loss: 0.1754 || KD Loss: 0.0524|| 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: 2 days, 17:46:20 || Estimated Time: 3 days, 3:00:25
2023-07-30 07:29:47,681 semantic_segmentation INFO: Iters: 70090/150000 || Lr: 0.011347 || Task Loss: 0.2344 || KD Loss: 0.0628|| 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: 2 days, 17:46:54 || Estimated Time: 3 days, 2:59:52
2023-07-30 07:30:21,817 semantic_segmentation INFO: Iters: 70100/150000 || Lr: 0.011346 || Task Loss: 0.2339 || KD Loss: 0.0497|| 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: 2 days, 17:47:28 || Estimated Time: 3 days, 2:59:18
2023-07-30 07:30:56,057 semantic_segmentation INFO: Iters: 70110/150000 || Lr: 0.011345 || Task Loss: 0.1996 || KD Loss: 0.0412|| 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, 17:48:02 || Estimated Time: 3 days, 2:58:45
2023-07-30 07:31:30,438 semantic_segmentation INFO: Iters: 70120/150000 || Lr: 0.011343 || Task Loss: 0.1833 || KD Loss: 0.0674|| 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: 2 days, 17:48:37 || Estimated Time: 3 days, 2:58:12
2023-07-30 07:32:04,689 semantic_segmentation INFO: Iters: 70130/150000 || Lr: 0.011342 || Task Loss: 0.1755 || KD Loss: 0.0434|| 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: 2 days, 17:49:11 || Estimated Time: 3 days, 2:57:39
2023-07-30 07:32:42,457 semantic_segmentation INFO: Iters: 70140/150000 || Lr: 0.011341 || Task Loss: 0.2048 || KD Loss: 0.0585|| 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, 17:49:49 || Estimated Time: 3 days, 2:57:09
2023-07-30 07:33:16,687 semantic_segmentation INFO: Iters: 70150/150000 || Lr: 0.011340 || Task Loss: 0.1537 || KD Loss: 0.0361|| 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, 17:50:23 || Estimated Time: 3 days, 2:56:36
2023-07-30 07:33:50,950 semantic_segmentation INFO: Iters: 70160/150000 || Lr: 0.011338 || Task Loss: 0.1798 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 17:50:57 || Estimated Time: 3 days, 2:56:03
2023-07-30 07:34:25,205 semantic_segmentation INFO: Iters: 70170/150000 || Lr: 0.011337 || Task Loss: 0.1976 || KD Loss: 0.0516|| 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, 17:51:32 || Estimated Time: 3 days, 2:55:30
2023-07-30 07:34:59,368 semantic_segmentation INFO: Iters: 70180/150000 || Lr: 0.011336 || Task Loss: 0.2320 || KD Loss: 0.0821|| 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, 17:52:06 || Estimated Time: 3 days, 2:54:56
2023-07-30 07:35:33,649 semantic_segmentation INFO: Iters: 70190/150000 || Lr: 0.011335 || Task Loss: 0.2133 || 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: 2 days, 17:52:40 || Estimated Time: 3 days, 2:54:23
2023-07-30 07:36:08,067 semantic_segmentation INFO: Iters: 70200/150000 || Lr: 0.011333 || Task Loss: 0.2093 || KD Loss: 0.0546|| 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, 17:53:14 || Estimated Time: 3 days, 2:53:50
2023-07-30 07:36:42,239 semantic_segmentation INFO: Iters: 70210/150000 || Lr: 0.011332 || Task Loss: 0.1766 || KD Loss: 0.0576|| 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: 2 days, 17:53:49 || Estimated Time: 3 days, 2:53:17
2023-07-30 07:37:16,658 semantic_segmentation INFO: Iters: 70220/150000 || Lr: 0.011331 || Task Loss: 0.1710 || KD Loss: 0.0392|| 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, 17:54:23 || Estimated Time: 3 days, 2:52:44
2023-07-30 07:37:50,986 semantic_segmentation INFO: Iters: 70230/150000 || Lr: 0.011329 || Task Loss: 0.2082 || KD Loss: 0.0449|| 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: 2 days, 17:54:57 || Estimated Time: 3 days, 2:52:10
2023-07-30 07:38:25,261 semantic_segmentation INFO: Iters: 70240/150000 || Lr: 0.011328 || Task Loss: 0.1588 || KD Loss: 0.0503|| 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, 17:55:32 || Estimated Time: 3 days, 2:51:37
2023-07-30 07:38:59,812 semantic_segmentation INFO: Iters: 70250/150000 || Lr: 0.011327 || Task Loss: 0.2241 || KD Loss: 0.0502|| 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, 17:56:06 || Estimated Time: 3 days, 2:51:04
2023-07-30 07:39:33,995 semantic_segmentation INFO: Iters: 70260/150000 || Lr: 0.011326 || Task Loss: 0.1877 || KD Loss: 0.0503|| 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: 2 days, 17:56:40 || Estimated Time: 3 days, 2:50:31
2023-07-30 07:40:08,343 semantic_segmentation INFO: Iters: 70270/150000 || Lr: 0.011324 || Task Loss: 0.1972 || KD Loss: 0.0609|| 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: 2 days, 17:57:15 || Estimated Time: 3 days, 2:49:58
2023-07-30 07:40:42,586 semantic_segmentation INFO: Iters: 70280/150000 || Lr: 0.011323 || Task Loss: 0.2462 || KD Loss: 0.0615|| 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: 2 days, 17:57:49 || Estimated Time: 3 days, 2:49:24
2023-07-30 07:41:16,978 semantic_segmentation INFO: Iters: 70290/150000 || Lr: 0.011322 || Task Loss: 0.2734 || KD Loss: 0.0877|| 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, 17:58:23 || Estimated Time: 3 days, 2:48:51
2023-07-30 07:41:51,101 semantic_segmentation INFO: Iters: 70300/150000 || Lr: 0.011320 || Task Loss: 0.1697 || KD Loss: 0.0403|| 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: 2 days, 17:58:57 || Estimated Time: 3 days, 2:48:18
2023-07-30 07:42:25,388 semantic_segmentation INFO: Iters: 70310/150000 || Lr: 0.011319 || Task Loss: 0.1448 || KD Loss: 0.0349|| 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: 2 days, 17:59:32 || Estimated Time: 3 days, 2:47:45
2023-07-30 07:42:59,642 semantic_segmentation INFO: Iters: 70320/150000 || Lr: 0.011318 || Task Loss: 0.1696 || KD Loss: 0.0516|| 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: 2 days, 18:00:06 || Estimated Time: 3 days, 2:47:11
2023-07-30 07:43:33,863 semantic_segmentation INFO: Iters: 70330/150000 || Lr: 0.011317 || Task Loss: 0.1955 || KD Loss: 0.0458|| 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: 2 days, 18:00:40 || Estimated Time: 3 days, 2:46:38
2023-07-30 07:44:08,233 semantic_segmentation INFO: Iters: 70340/150000 || Lr: 0.011315 || Task Loss: 0.1680 || KD Loss: 0.0479|| 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: 2 days, 18:01:15 || Estimated Time: 3 days, 2:46:05
2023-07-30 07:44:42,694 semantic_segmentation INFO: Iters: 70350/150000 || Lr: 0.011314 || Task Loss: 0.2355 || KD Loss: 0.0606|| 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: 2 days, 18:01:49 || Estimated Time: 3 days, 2:45:32
2023-07-30 07:45:17,081 semantic_segmentation INFO: Iters: 70360/150000 || Lr: 0.011313 || Task Loss: 0.1507 || KD Loss: 0.0398|| 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: 2 days, 18:02:23 || Estimated Time: 3 days, 2:44:59
2023-07-30 07:45:51,299 semantic_segmentation INFO: Iters: 70370/150000 || Lr: 0.011312 || Task Loss: 0.2010 || KD Loss: 0.0408|| 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: 2 days, 18:02:58 || Estimated Time: 3 days, 2:44:26
2023-07-30 07:46:25,532 semantic_segmentation INFO: Iters: 70380/150000 || Lr: 0.011310 || Task Loss: 0.1946 || KD Loss: 0.0561|| 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, 18:03:32 || Estimated Time: 3 days, 2:43:52
2023-07-30 07:46:59,813 semantic_segmentation INFO: Iters: 70390/150000 || Lr: 0.011309 || Task Loss: 0.2262 || KD Loss: 0.0565|| 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, 18:04:06 || Estimated Time: 3 days, 2:43:19
2023-07-30 07:47:33,971 semantic_segmentation INFO: Iters: 70400/150000 || Lr: 0.011308 || Task Loss: 0.1676 || KD Loss: 0.0334|| 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: 2 days, 18:04:40 || Estimated Time: 3 days, 2:42:46
2023-07-30 07:47:34,040 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 07:47:34,835 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.411
2023-07-30 07:47:35,050 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.496
2023-07-30 07:47:35,164 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.502
2023-07-30 07:47:35,276 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.535
2023-07-30 07:47:35,391 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.528
2023-07-30 07:47:35,503 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.531
2023-07-30 07:47:35,622 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.564
2023-07-30 07:47:35,741 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.612
2023-07-30 07:47:35,859 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.662
2023-07-30 07:47:35,977 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.711
2023-07-30 07:47:36,090 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.721
2023-07-30 07:47:36,200 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.732
2023-07-30 07:47:36,308 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.736
2023-07-30 07:47:36,432 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.964, mIoU: 0.730
2023-07-30 07:47:36,550 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.728
2023-07-30 07:47:36,666 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.719
2023-07-30 07:47:36,783 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.721
2023-07-30 07:47:36,897 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.722
2023-07-30 07:47:37,009 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.730
2023-07-30 07:47:37,121 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.737
2023-07-30 07:47:37,229 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.736
2023-07-30 07:47:37,336 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.953, mIoU: 0.717
2023-07-30 07:47:37,452 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.717
2023-07-30 07:47:37,567 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.725
2023-07-30 07:47:37,686 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.950, mIoU: 0.732
2023-07-30 07:47:37,804 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 07:47:37,920 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.718
2023-07-30 07:47:38,033 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.714
2023-07-30 07:47:38,139 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-30 07:47:38,248 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-30 07:47:38,360 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-30 07:47:38,476 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-30 07:47:38,596 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-30 07:47:38,712 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-30 07:47:38,827 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-30 07:47:38,942 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-30 07:47:39,052 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-30 07:47:39,160 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.946, mIoU: 0.712
2023-07-30 07:47:39,267 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-30 07:47:39,371 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.946, mIoU: 0.706
2023-07-30 07:47:39,478 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.947, mIoU: 0.708
2023-07-30 07:47:39,581 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.947, mIoU: 0.708
2023-07-30 07:47:39,692 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.948, mIoU: 0.709
2023-07-30 07:47:39,796 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-30 07:47:39,914 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.948, mIoU: 0.709
2023-07-30 07:47:40,033 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 07:47:40,154 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 07:47:40,275 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-30 07:47:40,394 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 07:47:40,514 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.714
2023-07-30 07:47:40,633 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.714
2023-07-30 07:47:40,751 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-30 07:47:40,869 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-30 07:47:40,987 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 07:47:41,104 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-30 07:47:41,221 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-30 07:47:41,338 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-30 07:47:41,463 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.948, mIoU: 0.730
2023-07-30 07:47:41,580 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-30 07:47:41,699 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-30 07:47:41,816 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.948, mIoU: 0.736
2023-07-30 07:47:41,935 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-30 07:47:42,050 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.736
2023-07-30 07:47:42,167 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-30 07:47:42,286 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.948, mIoU: 0.741
2023-07-30 07:47:42,403 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.948, mIoU: 0.741
2023-07-30 07:47:42,522 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.947, mIoU: 0.740
2023-07-30 07:47:42,636 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.947, mIoU: 0.741
2023-07-30 07:47:42,749 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.946, mIoU: 0.740
2023-07-30 07:47:42,861 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.947, mIoU: 0.739
2023-07-30 07:47:42,978 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.947, mIoU: 0.739
2023-07-30 07:47:43,097 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.947, mIoU: 0.738
2023-07-30 07:47:43,214 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.947, mIoU: 0.737
2023-07-30 07:47:43,329 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-30 07:47:43,452 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.947, mIoU: 0.738
2023-07-30 07:47:43,563 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.947, mIoU: 0.738
2023-07-30 07:47:43,672 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.738
2023-07-30 07:47:43,778 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.947, mIoU: 0.738
2023-07-30 07:47:43,883 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.947, mIoU: 0.738
2023-07-30 07:47:43,993 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.947, mIoU: 0.739
2023-07-30 07:47:44,100 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.947, mIoU: 0.740
2023-07-30 07:47:44,215 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.947, mIoU: 0.740
2023-07-30 07:47:44,335 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.947, mIoU: 0.740
2023-07-30 07:47:44,453 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.946, mIoU: 0.738
2023-07-30 07:47:44,570 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-30 07:47:44,687 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-30 07:47:44,803 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.944, mIoU: 0.734
2023-07-30 07:47:44,918 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.944, mIoU: 0.734
2023-07-30 07:47:45,034 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.944, mIoU: 0.733
2023-07-30 07:47:45,152 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.944, mIoU: 0.732
2023-07-30 07:47:45,268 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.944, mIoU: 0.733
2023-07-30 07:47:45,382 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.944, mIoU: 0.732
2023-07-30 07:47:45,507 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-30 07:47:45,619 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.944, mIoU: 0.732
2023-07-30 07:47:45,731 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.944, mIoU: 0.732
2023-07-30 07:47:45,843 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.944, mIoU: 0.732
2023-07-30 07:47:45,958 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.944, mIoU: 0.732
2023-07-30 07:47:46,074 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.944, mIoU: 0.732
2023-07-30 07:47:46,192 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.943, mIoU: 0.731
2023-07-30 07:47:46,304 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.943, mIoU: 0.731
2023-07-30 07:47:46,416 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.942, mIoU: 0.731
2023-07-30 07:47:46,530 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.941, mIoU: 0.729
2023-07-30 07:47:46,636 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.941, mIoU: 0.728
2023-07-30 07:47:46,742 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.941, mIoU: 0.728
2023-07-30 07:47:46,850 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.941, mIoU: 0.728
2023-07-30 07:47:46,958 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.942, mIoU: 0.727
2023-07-30 07:47:47,070 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.942, mIoU: 0.727
2023-07-30 07:47:47,188 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.942, mIoU: 0.728
2023-07-30 07:47:47,307 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.942, mIoU: 0.728
2023-07-30 07:47:47,426 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.942, mIoU: 0.729
2023-07-30 07:47:47,549 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.942, mIoU: 0.729
2023-07-30 07:47:47,664 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.942, mIoU: 0.728
2023-07-30 07:47:47,779 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.942, mIoU: 0.728
2023-07-30 07:47:47,897 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.942, mIoU: 0.728
2023-07-30 07:47:48,016 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.942, mIoU: 0.727
2023-07-30 07:47:48,133 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.942, mIoU: 0.727
2023-07-30 07:47:48,249 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.942, mIoU: 0.730
2023-07-30 07:47:48,365 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.942, mIoU: 0.731
2023-07-30 07:47:48,481 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.942, mIoU: 0.732
2023-07-30 07:47:48,597 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.942, mIoU: 0.732
2023-07-30 07:47:48,712 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.942, mIoU: 0.732
2023-07-30 07:47:48,830 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.942, mIoU: 0.731
2023-07-30 07:47:48,945 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.942, mIoU: 0.731
2023-07-30 07:47:49,061 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.942, mIoU: 0.733
2023-07-30 07:47:49,174 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.942, mIoU: 0.733
2023-07-30 07:47:49,289 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-30 07:47:49,402 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-30 07:47:49,514 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.942, mIoU: 0.737
2023-07-30 07:47:49,628 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-30 07:47:49,745 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-30 07:47:49,863 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-30 07:47:49,978 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-30 07:47:50,091 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-30 07:47:50,202 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.943, mIoU: 0.735
2023-07-30 07:47:50,313 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.943, mIoU: 0.735
2023-07-30 07:47:50,422 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.944, mIoU: 0.735
2023-07-30 07:47:50,528 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.944, mIoU: 0.735
2023-07-30 07:47:50,636 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-30 07:47:50,738 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-30 07:47:50,842 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.943, mIoU: 0.735
2023-07-30 07:47:50,945 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-30 07:47:51,051 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.943, mIoU: 0.735
2023-07-30 07:47:51,157 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.943, mIoU: 0.735
2023-07-30 07:47:51,266 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.943, mIoU: 0.735
2023-07-30 07:47:51,419 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-30 07:47:51,595 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-30 07:47:51,753 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.943, mIoU: 0.735
2023-07-30 07:47:51,903 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.943, mIoU: 0.735
2023-07-30 07:47:52,044 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.943, mIoU: 0.735
2023-07-30 07:47:52,182 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-30 07:47:52,317 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.943, mIoU: 0.735
2023-07-30 07:47:52,449 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-30 07:47:52,579 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-30 07:47:52,709 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-30 07:47:52,835 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-30 07:47:52,962 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.943, mIoU: 0.737
2023-07-30 07:47:53,088 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.943, mIoU: 0.737
2023-07-30 07:47:53,211 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-30 07:47:53,332 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-30 07:47:53,454 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-30 07:47:53,575 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.943, mIoU: 0.735
2023-07-30 07:47:53,698 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.943, mIoU: 0.733
2023-07-30 07:47:53,822 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-30 07:47:53,942 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-30 07:47:54,061 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-30 07:47:54,180 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-30 07:47:54,300 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-30 07:47:54,419 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-30 07:47:54,538 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.943, mIoU: 0.733
2023-07-30 07:47:54,659 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-30 07:47:54,778 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.944, mIoU: 0.733
2023-07-30 07:47:54,895 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.944, mIoU: 0.733
2023-07-30 07:47:55,012 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.944, mIoU: 0.733
2023-07-30 07:47:55,124 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.944, mIoU: 0.733
2023-07-30 07:47:55,239 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.944, mIoU: 0.732
2023-07-30 07:47:55,351 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.944, mIoU: 0.732
2023-07-30 07:47:55,466 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.944, mIoU: 0.732
2023-07-30 07:47:55,578 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.944, mIoU: 0.732
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2023-07-30 07:48:18,028 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-30 07:48:18,146 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-30 07:48:18,263 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.948, mIoU: 0.727
2023-07-30 07:48:18,383 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-30 07:48:18,500 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-30 07:48:18,620 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-30 07:48:18,738 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.948, mIoU: 0.727
2023-07-30 07:48:18,856 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.948, mIoU: 0.727
2023-07-30 07:48:18,972 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.948, mIoU: 0.727
2023-07-30 07:48:19,091 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.948, mIoU: 0.727
2023-07-30 07:48:19,203 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.948, mIoU: 0.727
2023-07-30 07:48:19,315 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.948, mIoU: 0.727
2023-07-30 07:48:19,428 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.948, mIoU: 0.727
2023-07-30 07:48:19,541 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.948, mIoU: 0.728
2023-07-30 07:48:19,656 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.948, mIoU: 0.728
2023-07-30 07:48:19,771 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.948, mIoU: 0.728
2023-07-30 07:48:19,887 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.948, mIoU: 0.728
2023-07-30 07:48:20,003 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.948, mIoU: 0.728
2023-07-30 07:48:20,120 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.948, mIoU: 0.728
2023-07-30 07:48:20,234 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.948, mIoU: 0.729
2023-07-30 07:48:20,346 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.948, mIoU: 0.729
2023-07-30 07:48:20,464 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.948, mIoU: 0.729
2023-07-30 07:48:20,582 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.949, mIoU: 0.729
2023-07-30 07:48:20,700 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.949, mIoU: 0.729
2023-07-30 07:48:20,816 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.949, mIoU: 0.729
2023-07-30 07:48:20,930 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.949, mIoU: 0.729
2023-07-30 07:48:21,046 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.949, mIoU: 0.729
2023-07-30 07:48:21,158 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.949, mIoU: 0.729
2023-07-30 07:48:21,274 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.949, mIoU: 0.729
2023-07-30 07:48:21,392 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.949, mIoU: 0.729
2023-07-30 07:48:21,507 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.949, mIoU: 0.729
2023-07-30 07:48:21,622 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.949, mIoU: 0.729
2023-07-30 07:48:21,733 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.949, mIoU: 0.729
2023-07-30 07:48:21,845 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.949, mIoU: 0.729
2023-07-30 07:48:21,957 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.949, mIoU: 0.729
2023-07-30 07:48:22,067 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.949, mIoU: 0.729
2023-07-30 07:48:22,172 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.949, mIoU: 0.729
2023-07-30 07:48:22,277 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.950, mIoU: 0.729
2023-07-30 07:48:22,382 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-30 07:48:22,489 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.949, mIoU: 0.730
2023-07-30 07:48:22,597 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.949, mIoU: 0.730
2023-07-30 07:48:22,719 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-30 07:48:22,850 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-30 07:48:22,978 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-30 07:48:23,106 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-30 07:48:23,230 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-30 07:48:23,352 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-30 07:48:23,477 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-30 07:48:23,598 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-30 07:48:23,721 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 07:48:23,845 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 07:48:23,968 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 07:48:24,089 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 07:48:24,211 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 07:48:24,334 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 07:48:24,454 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 07:48:24,574 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 07:48:24,693 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 07:48:24,815 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 07:48:24,935 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 07:48:25,053 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 07:48:25,175 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 07:48:25,293 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 07:48:25,412 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 07:48:25,528 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 07:48:25,643 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 07:48:25,760 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 07:48:25,876 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 07:48:25,995 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 07:48:26,116 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 07:48:26,232 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 07:48:26,348 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 07:48:26,464 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 07:48:26,579 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 07:48:26,692 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 07:48:26,807 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 07:48:26,924 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 07:48:27,040 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 07:48:27,157 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 07:48:27,272 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 07:48:27,386 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 07:48:27,497 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 07:48:27,609 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 07:48:27,721 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.951, mIoU: 0.732
2023-07-30 07:48:27,838 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.952, mIoU: 0.732
2023-07-30 07:48:27,957 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.952, mIoU: 0.732
2023-07-30 07:48:28,075 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.952, mIoU: 0.732
2023-07-30 07:48:28,197 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.952, mIoU: 0.732
2023-07-30 07:48:28,306 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-30 07:48:28,418 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-30 07:48:28,530 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-30 07:48:28,647 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-30 07:48:28,765 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-30 07:48:28,878 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-30 07:48:28,994 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 07:48:29,105 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 07:48:29,222 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-30 07:48:29,332 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-30 07:48:29,439 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-30 07:48:29,545 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-30 07:48:29,651 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-30 07:48:29,758 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-30 07:48:29,869 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 07:48:29,982 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 07:48:30,099 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 07:48:30,218 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 07:48:30,333 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 07:48:30,448 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 07:48:30,560 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 07:48:30,673 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 07:48:30,785 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 07:48:30,897 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 07:48:31,013 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 07:48:31,128 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 07:48:31,245 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 07:48:31,358 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 07:48:31,471 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 07:48:31,581 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 07:48:31,689 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 07:48:31,793 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 07:48:31,897 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 07:48:32,003 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 07:48:32,108 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 07:48:32,214 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 07:48:32,326 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-30 07:48:32,441 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-30 07:48:32,560 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-30 07:48:32,678 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-30 07:48:32,799 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-30 07:49:07,210 semantic_segmentation INFO: Iters: 70410/150000 || Lr: 0.011306 || Task Loss: 0.1602 || KD Loss: 0.0564|| 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, 18:06:14 || Estimated Time: 3 days, 2:43:19
2023-07-30 07:49:41,741 semantic_segmentation INFO: Iters: 70420/150000 || Lr: 0.011305 || Task Loss: 0.2489 || KD Loss: 0.0574|| 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: 2 days, 18:06:48 || Estimated Time: 3 days, 2:42:46
2023-07-30 07:50:15,985 semantic_segmentation INFO: Iters: 70430/150000 || Lr: 0.011304 || Task Loss: 0.1495 || KD Loss: 0.0390|| 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, 18:07:22 || Estimated Time: 3 days, 2:42:13
2023-07-30 07:50:50,192 semantic_segmentation INFO: Iters: 70440/150000 || Lr: 0.011303 || Task Loss: 0.2364 || KD Loss: 0.0651|| 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: 2 days, 18:07:57 || Estimated Time: 3 days, 2:41:39
2023-07-30 07:51:24,693 semantic_segmentation INFO: Iters: 70450/150000 || Lr: 0.011301 || Task Loss: 0.1578 || KD Loss: 0.0330|| 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, 18:08:31 || Estimated Time: 3 days, 2:41:06
2023-07-30 07:51:58,823 semantic_segmentation INFO: Iters: 70460/150000 || Lr: 0.011300 || Task Loss: 0.1940 || KD Loss: 0.0387|| 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, 18:09:05 || Estimated Time: 3 days, 2:40:33
2023-07-30 07:52:33,472 semantic_segmentation INFO: Iters: 70470/150000 || Lr: 0.011299 || Task Loss: 0.2339 || KD Loss: 0.0541|| 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, 18:09:40 || Estimated Time: 3 days, 2:40:00
2023-07-30 07:53:07,824 semantic_segmentation INFO: Iters: 70480/150000 || Lr: 0.011297 || Task Loss: 0.3067 || KD Loss: 0.0624|| 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, 18:10:14 || Estimated Time: 3 days, 2:39:27
2023-07-30 07:53:42,188 semantic_segmentation INFO: Iters: 70490/150000 || Lr: 0.011296 || Task Loss: 0.2754 || KD Loss: 0.0875|| 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, 18:10:49 || Estimated Time: 3 days, 2:38:54
2023-07-30 07:54:16,625 semantic_segmentation INFO: Iters: 70500/150000 || Lr: 0.011295 || Task Loss: 0.2551 || KD Loss: 0.0564|| 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: 2 days, 18:11:23 || Estimated Time: 3 days, 2:38:21
2023-07-30 07:54:50,990 semantic_segmentation INFO: Iters: 70510/150000 || Lr: 0.011294 || Task Loss: 0.2262 || KD Loss: 0.0482|| 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: 2 days, 18:11:57 || Estimated Time: 3 days, 2:37:48
2023-07-30 07:55:25,345 semantic_segmentation INFO: Iters: 70520/150000 || Lr: 0.011292 || Task Loss: 0.2125 || KD Loss: 0.0600|| 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: 2 days, 18:12:32 || Estimated Time: 3 days, 2:37:14
2023-07-30 07:55:59,948 semantic_segmentation INFO: Iters: 70530/150000 || Lr: 0.011291 || Task Loss: 0.1895 || KD Loss: 0.0463|| 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, 18:13:06 || Estimated Time: 3 days, 2:36:42
2023-07-30 07:56:34,359 semantic_segmentation INFO: Iters: 70540/150000 || Lr: 0.011290 || Task Loss: 0.2011 || KD Loss: 0.0471|| 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: 2 days, 18:13:41 || Estimated Time: 3 days, 2:36:08
2023-07-30 07:57:08,767 semantic_segmentation INFO: Iters: 70550/150000 || Lr: 0.011289 || Task Loss: 0.1947 || KD Loss: 0.0628|| 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: 2 days, 18:14:15 || Estimated Time: 3 days, 2:35:35
2023-07-30 07:57:43,403 semantic_segmentation INFO: Iters: 70560/150000 || Lr: 0.011287 || Task Loss: 0.1811 || KD Loss: 0.0474|| 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: 2 days, 18:14:50 || Estimated Time: 3 days, 2:35:02
2023-07-30 07:58:18,523 semantic_segmentation INFO: Iters: 70570/150000 || Lr: 0.011286 || Task Loss: 0.2285 || KD Loss: 0.0524|| 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: 2 days, 18:15:25 || Estimated Time: 3 days, 2:34:30
2023-07-30 07:58:55,886 semantic_segmentation INFO: Iters: 70580/150000 || Lr: 0.011285 || Task Loss: 0.2603 || KD Loss: 0.0859|| 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, 18:16:02 || Estimated Time: 3 days, 2:34:00
2023-07-30 07:59:30,140 semantic_segmentation INFO: Iters: 70590/150000 || Lr: 0.011283 || Task Loss: 0.2404 || KD Loss: 0.0552|| 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, 18:16:36 || Estimated Time: 3 days, 2:33:27
2023-07-30 08:00:04,521 semantic_segmentation INFO: Iters: 70600/150000 || Lr: 0.011282 || Task Loss: 0.2016 || KD Loss: 0.0657|| 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: 2 days, 18:17:11 || Estimated Time: 3 days, 2:32:54
2023-07-30 08:00:38,854 semantic_segmentation INFO: Iters: 70610/150000 || Lr: 0.011281 || Task Loss: 0.1718 || KD Loss: 0.0579|| 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: 2 days, 18:17:45 || Estimated Time: 3 days, 2:32:21
2023-07-30 08:01:13,449 semantic_segmentation INFO: Iters: 70620/150000 || Lr: 0.011280 || Task Loss: 0.2675 || KD Loss: 0.0706|| 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: 2 days, 18:18:20 || Estimated Time: 3 days, 2:31:48
2023-07-30 08:01:47,880 semantic_segmentation INFO: Iters: 70630/150000 || Lr: 0.011278 || Task Loss: 0.2013 || KD Loss: 0.0385|| 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: 2 days, 18:18:54 || Estimated Time: 3 days, 2:31:15
2023-07-30 08:02:22,282 semantic_segmentation INFO: Iters: 70640/150000 || Lr: 0.011277 || Task Loss: 0.1529 || KD Loss: 0.0349|| 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: 2 days, 18:19:29 || Estimated Time: 3 days, 2:30:42
2023-07-30 08:02:56,708 semantic_segmentation INFO: Iters: 70650/150000 || Lr: 0.011276 || Task Loss: 0.2097 || KD Loss: 0.0349|| 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: 2 days, 18:20:03 || Estimated Time: 3 days, 2:30:09
2023-07-30 08:03:31,129 semantic_segmentation INFO: Iters: 70660/150000 || Lr: 0.011274 || Task Loss: 0.1661 || KD Loss: 0.0484|| 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, 18:20:37 || Estimated Time: 3 days, 2:29:35
2023-07-30 08:04:05,724 semantic_segmentation INFO: Iters: 70670/150000 || Lr: 0.011273 || Task Loss: 0.2774 || KD Loss: 0.0669|| 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: 2 days, 18:21:12 || Estimated Time: 3 days, 2:29:02
2023-07-30 08:04:40,315 semantic_segmentation INFO: Iters: 70680/150000 || Lr: 0.011272 || Task Loss: 0.1775 || KD Loss: 0.0456|| 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, 18:21:47 || Estimated Time: 3 days, 2:28:30
2023-07-30 08:05:14,835 semantic_segmentation INFO: Iters: 70690/150000 || Lr: 0.011271 || Task Loss: 0.1486 || KD Loss: 0.0433|| 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: 2 days, 18:22:21 || Estimated Time: 3 days, 2:27:57
2023-07-30 08:05:49,168 semantic_segmentation INFO: Iters: 70700/150000 || Lr: 0.011269 || Task Loss: 0.1719 || KD Loss: 0.0510|| 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, 18:22:56 || Estimated Time: 3 days, 2:27:23
2023-07-30 08:06:23,689 semantic_segmentation INFO: Iters: 70710/150000 || Lr: 0.011268 || Task Loss: 0.1913 || KD Loss: 0.0373|| 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: 2 days, 18:23:30 || Estimated Time: 3 days, 2:26:50
2023-07-30 08:06:58,303 semantic_segmentation INFO: Iters: 70720/150000 || Lr: 0.011267 || Task Loss: 0.2108 || KD Loss: 0.0462|| 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: 2 days, 18:24:05 || Estimated Time: 3 days, 2:26:17
2023-07-30 08:07:32,856 semantic_segmentation INFO: Iters: 70730/150000 || Lr: 0.011266 || Task Loss: 0.1920 || KD Loss: 0.0535|| 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: 2 days, 18:24:39 || Estimated Time: 3 days, 2:25:45
2023-07-30 08:08:07,271 semantic_segmentation INFO: Iters: 70740/150000 || Lr: 0.011264 || Task Loss: 0.1537 || KD Loss: 0.0522|| 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, 18:25:14 || Estimated Time: 3 days, 2:25:11
2023-07-30 08:08:41,727 semantic_segmentation INFO: Iters: 70750/150000 || Lr: 0.011263 || Task Loss: 0.3451 || KD Loss: 0.1267|| 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: 2 days, 18:25:48 || Estimated Time: 3 days, 2:24:38
2023-07-30 08:09:16,200 semantic_segmentation INFO: Iters: 70760/150000 || Lr: 0.011262 || Task Loss: 0.1899 || KD Loss: 0.0522|| 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: 2 days, 18:26:23 || Estimated Time: 3 days, 2:24:05
2023-07-30 08:09:50,830 semantic_segmentation INFO: Iters: 70770/150000 || Lr: 0.011260 || Task Loss: 0.1518 || KD Loss: 0.0279|| 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: 2 days, 18:26:57 || Estimated Time: 3 days, 2:23:32
2023-07-30 08:10:25,254 semantic_segmentation INFO: Iters: 70780/150000 || Lr: 0.011259 || Task Loss: 0.2160 || KD Loss: 0.0577|| 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: 2 days, 18:27:32 || Estimated Time: 3 days, 2:22:59
2023-07-30 08:10:59,985 semantic_segmentation INFO: Iters: 70790/150000 || Lr: 0.011258 || Task Loss: 0.1879 || KD Loss: 0.0870|| 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, 18:28:06 || Estimated Time: 3 days, 2:22:27
2023-07-30 08:11:34,467 semantic_segmentation INFO: Iters: 70800/150000 || Lr: 0.011257 || Task Loss: 0.2342 || KD Loss: 0.0661|| 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: 2 days, 18:28:41 || Estimated Time: 3 days, 2:21:54
2023-07-30 08:12:08,965 semantic_segmentation INFO: Iters: 70810/150000 || Lr: 0.011255 || Task Loss: 0.2482 || KD Loss: 0.0571|| 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: 2 days, 18:29:15 || Estimated Time: 3 days, 2:21:20
2023-07-30 08:12:43,617 semantic_segmentation INFO: Iters: 70820/150000 || Lr: 0.011254 || Task Loss: 0.2032 || KD Loss: 0.0412|| 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: 2 days, 18:29:50 || Estimated Time: 3 days, 2:20:48
2023-07-30 08:13:18,280 semantic_segmentation INFO: Iters: 70830/150000 || Lr: 0.011253 || Task Loss: 0.1681 || KD Loss: 0.0395|| 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: 2 days, 18:30:25 || Estimated Time: 3 days, 2:20:15
2023-07-30 08:13:52,685 semantic_segmentation INFO: Iters: 70840/150000 || Lr: 0.011251 || Task Loss: 0.2026 || KD Loss: 0.0593|| 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, 18:30:59 || Estimated Time: 3 days, 2:19:42
2023-07-30 08:14:27,480 semantic_segmentation INFO: Iters: 70850/150000 || Lr: 0.011250 || Task Loss: 0.1593 || KD Loss: 0.0382|| 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: 2 days, 18:31:34 || Estimated Time: 3 days, 2:19:09
2023-07-30 08:15:02,070 semantic_segmentation INFO: Iters: 70860/150000 || Lr: 0.011249 || Task Loss: 0.2212 || KD Loss: 0.0610|| 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: 2 days, 18:32:08 || Estimated Time: 3 days, 2:18:36
2023-07-30 08:15:36,687 semantic_segmentation INFO: Iters: 70870/150000 || Lr: 0.011248 || Task Loss: 0.2112 || KD Loss: 0.0580|| 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, 18:32:43 || Estimated Time: 3 days, 2:18:03
2023-07-30 08:16:11,268 semantic_segmentation INFO: Iters: 70880/150000 || Lr: 0.011246 || Task Loss: 0.2101 || KD Loss: 0.0433|| 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: 2 days, 18:33:18 || Estimated Time: 3 days, 2:17:30
2023-07-30 08:16:46,120 semantic_segmentation INFO: Iters: 70890/150000 || Lr: 0.011245 || Task Loss: 0.1661 || KD Loss: 0.0355|| 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: 2 days, 18:33:52 || Estimated Time: 3 days, 2:16:58
2023-07-30 08:17:20,469 semantic_segmentation INFO: Iters: 70900/150000 || Lr: 0.011244 || Task Loss: 0.1729 || KD Loss: 0.0397|| 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: 2 days, 18:34:27 || Estimated Time: 3 days, 2:16:24
2023-07-30 08:17:54,911 semantic_segmentation INFO: Iters: 70910/150000 || Lr: 0.011242 || Task Loss: 0.1972 || KD Loss: 0.0408|| 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, 18:35:01 || Estimated Time: 3 days, 2:15:51
2023-07-30 08:18:29,552 semantic_segmentation INFO: Iters: 70920/150000 || Lr: 0.011241 || Task Loss: 0.1833 || KD Loss: 0.0507|| 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, 18:35:36 || Estimated Time: 3 days, 2:15:18
2023-07-30 08:19:04,333 semantic_segmentation INFO: Iters: 70930/150000 || Lr: 0.011240 || Task Loss: 0.1907 || KD Loss: 0.0466|| 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, 18:36:11 || Estimated Time: 3 days, 2:14:46
2023-07-30 08:19:38,920 semantic_segmentation INFO: Iters: 70940/150000 || Lr: 0.011239 || Task Loss: 0.1882 || KD Loss: 0.0380|| 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: 2 days, 18:36:45 || Estimated Time: 3 days, 2:14:13
2023-07-30 08:20:13,361 semantic_segmentation INFO: Iters: 70950/150000 || Lr: 0.011237 || Task Loss: 0.1566 || KD Loss: 0.0580|| 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, 18:37:20 || Estimated Time: 3 days, 2:13:40
2023-07-30 08:20:47,928 semantic_segmentation INFO: Iters: 70960/150000 || Lr: 0.011236 || Task Loss: 0.2342 || KD Loss: 0.0619|| 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, 18:37:54 || Estimated Time: 3 days, 2:13:07
2023-07-30 08:21:22,661 semantic_segmentation INFO: Iters: 70970/150000 || Lr: 0.011235 || Task Loss: 0.2998 || KD Loss: 0.0562|| 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: 2 days, 18:38:29 || Estimated Time: 3 days, 2:12:34
2023-07-30 08:21:57,259 semantic_segmentation INFO: Iters: 70980/150000 || Lr: 0.011234 || Task Loss: 0.2006 || KD Loss: 0.0493|| 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: 2 days, 18:39:04 || Estimated Time: 3 days, 2:12:01
2023-07-30 08:22:31,672 semantic_segmentation INFO: Iters: 70990/150000 || Lr: 0.011232 || Task Loss: 0.1685 || KD Loss: 0.0435|| 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: 2 days, 18:39:38 || Estimated Time: 3 days, 2:11:28
2023-07-30 08:23:06,390 semantic_segmentation INFO: Iters: 71000/150000 || Lr: 0.011231 || Task Loss: 0.2980 || KD Loss: 0.0894|| 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: 2 days, 18:40:13 || Estimated Time: 3 days, 2:10:55
2023-07-30 08:23:40,863 semantic_segmentation INFO: Iters: 71010/150000 || Lr: 0.011230 || Task Loss: 0.2261 || KD Loss: 0.0724|| 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, 18:40:47 || Estimated Time: 3 days, 2:10:22
2023-07-30 08:24:15,666 semantic_segmentation INFO: Iters: 71020/150000 || Lr: 0.011228 || Task Loss: 0.1991 || KD Loss: 0.0582|| 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: 2 days, 18:41:22 || Estimated Time: 3 days, 2:09:49
2023-07-30 08:24:53,442 semantic_segmentation INFO: Iters: 71030/150000 || Lr: 0.011227 || Task Loss: 0.2777 || KD Loss: 0.0789|| 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: 2 days, 18:42:00 || Estimated Time: 3 days, 2:09:20
2023-07-30 08:25:28,288 semantic_segmentation INFO: Iters: 71040/150000 || Lr: 0.011226 || Task Loss: 0.3723 || KD Loss: 0.0981|| 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, 18:42:35 || Estimated Time: 3 days, 2:08:47
2023-07-30 08:26:02,820 semantic_segmentation INFO: Iters: 71050/150000 || Lr: 0.011225 || Task Loss: 0.2385 || KD Loss: 0.0699|| 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: 2 days, 18:43:09 || Estimated Time: 3 days, 2:08:14
2023-07-30 08:26:37,590 semantic_segmentation INFO: Iters: 71060/150000 || Lr: 0.011223 || Task Loss: 0.2247 || KD Loss: 0.0557|| 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: 2 days, 18:43:44 || Estimated Time: 3 days, 2:07:42
2023-07-30 08:27:12,013 semantic_segmentation INFO: Iters: 71070/150000 || Lr: 0.011222 || Task Loss: 0.1889 || KD Loss: 0.0421|| 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 days, 18:44:18 || Estimated Time: 3 days, 2:07:08
2023-07-30 08:27:46,603 semantic_segmentation INFO: Iters: 71080/150000 || Lr: 0.011221 || Task Loss: 0.2212 || KD Loss: 0.0417|| 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: 2 days, 18:44:53 || Estimated Time: 3 days, 2:06:36
2023-07-30 08:28:21,241 semantic_segmentation INFO: Iters: 71090/150000 || Lr: 0.011219 || Task Loss: 0.1767 || KD Loss: 0.0461|| 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, 18:45:28 || Estimated Time: 3 days, 2:06:03
2023-07-30 08:28:55,836 semantic_segmentation INFO: Iters: 71100/150000 || Lr: 0.011218 || Task Loss: 0.2830 || 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: 2 days, 18:46:02 || Estimated Time: 3 days, 2:05:30
2023-07-30 08:29:30,417 semantic_segmentation INFO: Iters: 71110/150000 || Lr: 0.011217 || Task Loss: 0.2920 || KD Loss: 0.1211|| 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, 18:46:37 || Estimated Time: 3 days, 2:04:57
2023-07-30 08:30:04,995 semantic_segmentation INFO: Iters: 71120/150000 || Lr: 0.011216 || Task Loss: 0.1663 || KD Loss: 0.0971|| 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, 18:47:11 || Estimated Time: 3 days, 2:04:24
2023-07-30 08:30:39,624 semantic_segmentation INFO: Iters: 71130/150000 || Lr: 0.011214 || Task Loss: 0.1832 || KD Loss: 0.0463|| 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, 18:47:46 || Estimated Time: 3 days, 2:03:51
2023-07-30 08:31:14,520 semantic_segmentation INFO: Iters: 71140/150000 || Lr: 0.011213 || Task Loss: 0.1854 || KD Loss: 0.0580|| 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: 2 days, 18:48:21 || Estimated Time: 3 days, 2:03:18
2023-07-30 08:31:49,170 semantic_segmentation INFO: Iters: 71150/150000 || Lr: 0.011212 || Task Loss: 0.2013 || KD Loss: 0.0615|| 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, 18:48:56 || Estimated Time: 3 days, 2:02:45
2023-07-30 08:32:23,727 semantic_segmentation INFO: Iters: 71160/150000 || Lr: 0.011210 || Task Loss: 0.1449 || KD Loss: 0.0402|| 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, 18:49:30 || Estimated Time: 3 days, 2:02:12
2023-07-30 08:32:58,290 semantic_segmentation INFO: Iters: 71170/150000 || Lr: 0.011209 || Task Loss: 0.2835 || KD Loss: 0.1027|| 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: 2 days, 18:50:05 || Estimated Time: 3 days, 2:01:39
2023-07-30 08:33:32,842 semantic_segmentation INFO: Iters: 71180/150000 || Lr: 0.011208 || Task Loss: 0.1750 || KD Loss: 0.0541|| 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: 2 days, 18:50:39 || Estimated Time: 3 days, 2:01:07
2023-07-30 08:34:07,434 semantic_segmentation INFO: Iters: 71190/150000 || Lr: 0.011207 || Task Loss: 0.2295 || KD Loss: 0.0669|| 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: 2 days, 18:51:14 || Estimated Time: 3 days, 2:00:34
2023-07-30 08:34:42,112 semantic_segmentation INFO: Iters: 71200/150000 || Lr: 0.011205 || Task Loss: 0.2067 || KD Loss: 0.0588|| 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: 2 days, 18:51:48 || Estimated Time: 3 days, 2:00:01
2023-07-30 08:34:42,183 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 08:34:42,996 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.959, mIoU: 0.411
2023-07-30 08:34:43,123 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.495
2023-07-30 08:34:43,234 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.962, mIoU: 0.487
2023-07-30 08:34:43,340 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.964, mIoU: 0.517
2023-07-30 08:34:43,449 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.511
2023-07-30 08:34:43,562 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.511
2023-07-30 08:34:43,681 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.528
2023-07-30 08:34:43,801 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.579
2023-07-30 08:34:43,916 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.598
2023-07-30 08:34:44,033 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.649
2023-07-30 08:34:44,151 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.962, mIoU: 0.663
2023-07-30 08:34:44,265 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.959, mIoU: 0.696
2023-07-30 08:34:44,378 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.959, mIoU: 0.690
2023-07-30 08:34:44,495 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.954, mIoU: 0.671
2023-07-30 08:34:44,613 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.676
2023-07-30 08:34:44,729 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.668
2023-07-30 08:34:44,840 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.670
2023-07-30 08:34:44,956 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.671
2023-07-30 08:34:45,068 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.681
2023-07-30 08:34:45,185 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-30 08:34:45,300 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.947, mIoU: 0.684
2023-07-30 08:34:45,417 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.938, mIoU: 0.638
2023-07-30 08:34:45,535 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.938, mIoU: 0.642
2023-07-30 08:34:45,653 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.936, mIoU: 0.649
2023-07-30 08:34:45,767 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.935, mIoU: 0.663
2023-07-30 08:34:45,880 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.936, mIoU: 0.661
2023-07-30 08:34:45,989 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.935, mIoU: 0.655
2023-07-30 08:34:46,101 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.934, mIoU: 0.652
2023-07-30 08:34:46,214 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.934, mIoU: 0.663
2023-07-30 08:34:46,330 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.934, mIoU: 0.661
2023-07-30 08:34:46,446 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.934, mIoU: 0.659
2023-07-30 08:34:46,561 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.934, mIoU: 0.657
2023-07-30 08:34:46,679 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-30 08:34:46,791 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.935, mIoU: 0.659
2023-07-30 08:34:46,904 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.661
2023-07-30 08:34:47,021 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.936, mIoU: 0.661
2023-07-30 08:34:47,139 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.658
2023-07-30 08:34:47,262 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.934, mIoU: 0.655
2023-07-30 08:34:47,377 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.934, mIoU: 0.650
2023-07-30 08:34:47,490 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.935, mIoU: 0.651
2023-07-30 08:34:47,602 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.935, mIoU: 0.654
2023-07-30 08:34:47,714 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.936, mIoU: 0.654
2023-07-30 08:34:47,821 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.937, mIoU: 0.655
2023-07-30 08:34:47,928 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.937, mIoU: 0.657
2023-07-30 08:34:48,031 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.938, mIoU: 0.656
2023-07-30 08:34:48,138 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.938, mIoU: 0.657
2023-07-30 08:34:48,252 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.939, mIoU: 0.657
2023-07-30 08:34:48,368 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.940, mIoU: 0.656
2023-07-30 08:34:48,485 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.940, mIoU: 0.656
2023-07-30 08:34:48,607 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.940, mIoU: 0.659
2023-07-30 08:34:48,728 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.940, mIoU: 0.660
2023-07-30 08:34:48,846 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.939, mIoU: 0.657
2023-07-30 08:34:48,965 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.939, mIoU: 0.657
2023-07-30 08:34:49,080 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-30 08:34:49,203 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.938, mIoU: 0.658
2023-07-30 08:34:49,324 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.938, mIoU: 0.660
2023-07-30 08:34:49,440 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.939, mIoU: 0.661
2023-07-30 08:34:49,558 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.939, mIoU: 0.667
2023-07-30 08:34:49,674 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.939, mIoU: 0.669
2023-07-30 08:34:49,789 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.939, mIoU: 0.668
2023-07-30 08:34:49,903 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-30 08:34:50,022 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-30 08:34:50,143 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-30 08:34:50,269 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.939, mIoU: 0.676
2023-07-30 08:34:50,386 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-30 08:34:50,500 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-30 08:34:50,616 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.937, mIoU: 0.676
2023-07-30 08:34:50,734 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.938, mIoU: 0.678
2023-07-30 08:34:50,850 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.937, mIoU: 0.676
2023-07-30 08:34:50,969 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.938, mIoU: 0.676
2023-07-30 08:34:51,085 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.938, mIoU: 0.676
2023-07-30 08:34:51,200 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.937, mIoU: 0.671
2023-07-30 08:34:51,311 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-30 08:34:51,424 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.937, mIoU: 0.667
2023-07-30 08:34:51,539 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-30 08:34:51,659 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.937, mIoU: 0.666
2023-07-30 08:34:51,778 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.937, mIoU: 0.666
2023-07-30 08:34:51,893 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.937, mIoU: 0.666
2023-07-30 08:34:52,012 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.937, mIoU: 0.666
2023-07-30 08:34:52,127 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.937, mIoU: 0.668
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2023-07-30 08:35:38,149 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-30 08:35:38,268 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-30 08:35:38,384 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-30 08:35:38,502 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-30 08:35:38,618 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-30 08:35:38,731 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-30 08:35:38,841 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-30 08:35:38,959 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-30 08:35:39,081 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-30 08:35:39,201 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-30 08:35:39,319 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-30 08:35:39,429 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.946, mIoU: 0.678
2023-07-30 08:35:39,540 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-30 08:35:39,652 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-30 08:35:39,764 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-30 08:35:39,875 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-30 08:35:39,994 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-30 08:35:40,113 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-30 08:35:40,230 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-30 08:35:40,346 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-30 08:35:40,457 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-30 08:35:40,567 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-30 08:35:40,678 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-30 08:35:40,790 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-30 08:35:40,906 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-30 08:35:41,027 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-30 08:35:41,143 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-30 08:36:15,936 semantic_segmentation INFO: Iters: 71210/150000 || Lr: 0.011204 || Task Loss: 0.2196 || KD Loss: 0.0587|| 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, 18:53:22 || Estimated Time: 3 days, 2:00:33
2023-07-30 08:36:50,691 semantic_segmentation INFO: Iters: 71220/150000 || Lr: 0.011203 || Task Loss: 0.1987 || KD Loss: 0.0647|| 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: 2 days, 18:53:57 || Estimated Time: 3 days, 2:00:01
2023-07-30 08:37:25,362 semantic_segmentation INFO: Iters: 71230/150000 || Lr: 0.011202 || Task Loss: 0.2223 || KD Loss: 0.0529|| 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: 2 days, 18:54:32 || Estimated Time: 3 days, 1:59:28
2023-07-30 08:38:00,096 semantic_segmentation INFO: Iters: 71240/150000 || Lr: 0.011200 || Task Loss: 0.2503 || KD Loss: 0.0738|| 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, 18:55:06 || Estimated Time: 3 days, 1:58:55
2023-07-30 08:38:34,828 semantic_segmentation INFO: Iters: 71250/150000 || Lr: 0.011199 || Task Loss: 0.2958 || KD Loss: 0.1039|| 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, 18:55:41 || Estimated Time: 3 days, 1:58:22
2023-07-30 08:39:09,632 semantic_segmentation INFO: Iters: 71260/150000 || Lr: 0.011198 || Task Loss: 0.2160 || KD Loss: 0.1123|| 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: 2 days, 18:56:16 || Estimated Time: 3 days, 1:57:49
2023-07-30 08:39:44,370 semantic_segmentation INFO: Iters: 71270/150000 || Lr: 0.011196 || Task Loss: 0.2309 || KD Loss: 0.0761|| 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: 2 days, 18:56:51 || Estimated Time: 3 days, 1:57:17
2023-07-30 08:40:19,172 semantic_segmentation INFO: Iters: 71280/150000 || Lr: 0.011195 || Task Loss: 0.2356 || KD Loss: 0.0704|| 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: 2 days, 18:57:26 || Estimated Time: 3 days, 1:56:44
2023-07-30 08:40:53,899 semantic_segmentation INFO: Iters: 71290/150000 || Lr: 0.011194 || Task Loss: 0.2012 || KD Loss: 0.0560|| 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, 18:58:00 || Estimated Time: 3 days, 1:56:11
2023-07-30 08:41:28,636 semantic_segmentation INFO: Iters: 71300/150000 || Lr: 0.011193 || Task Loss: 0.3203 || KD Loss: 0.0745|| 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, 18:58:35 || Estimated Time: 3 days, 1:55:38
2023-07-30 08:42:03,407 semantic_segmentation INFO: Iters: 71310/150000 || Lr: 0.011191 || Task Loss: 0.1658 || KD Loss: 0.0446|| 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, 18:59:10 || Estimated Time: 3 days, 1:55:05
2023-07-30 08:42:38,131 semantic_segmentation INFO: Iters: 71320/150000 || Lr: 0.011190 || Task Loss: 0.2136 || KD Loss: 0.0589|| 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, 18:59:44 || Estimated Time: 3 days, 1:54:33
2023-07-30 08:43:12,851 semantic_segmentation INFO: Iters: 71330/150000 || Lr: 0.011189 || Task Loss: 0.1852 || KD Loss: 0.0536|| 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: 2 days, 19:00:19 || Estimated Time: 3 days, 1:54:00
2023-07-30 08:43:47,654 semantic_segmentation INFO: Iters: 71340/150000 || Lr: 0.011187 || Task Loss: 0.1400 || KD Loss: 0.0289|| 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, 19:00:54 || Estimated Time: 3 days, 1:53:27
2023-07-30 08:44:22,624 semantic_segmentation INFO: Iters: 71350/150000 || Lr: 0.011186 || Task Loss: 0.2704 || KD Loss: 0.0751|| 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: 2 days, 19:01:29 || Estimated Time: 3 days, 1:52:55
2023-07-30 08:44:57,535 semantic_segmentation INFO: Iters: 71360/150000 || Lr: 0.011185 || Task Loss: 0.1356 || KD Loss: 0.0414|| 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, 19:02:04 || Estimated Time: 3 days, 1:52:22
2023-07-30 08:45:32,128 semantic_segmentation INFO: Iters: 71370/150000 || Lr: 0.011184 || Task Loss: 0.2100 || KD Loss: 0.0516|| 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: 2 days, 19:02:38 || Estimated Time: 3 days, 1:51:49
2023-07-30 08:46:06,753 semantic_segmentation INFO: Iters: 71380/150000 || Lr: 0.011182 || Task Loss: 0.2687 || KD Loss: 0.0730|| 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, 19:03:13 || Estimated Time: 3 days, 1:51:16
2023-07-30 08:46:41,426 semantic_segmentation INFO: Iters: 71390/150000 || Lr: 0.011181 || Task Loss: 0.2631 || KD Loss: 0.0635|| 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, 19:03:48 || Estimated Time: 3 days, 1:50:43
2023-07-30 08:47:16,082 semantic_segmentation INFO: Iters: 71400/150000 || Lr: 0.011180 || Task Loss: 0.2691 || KD Loss: 0.0687|| 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: 2 days, 19:04:22 || Estimated Time: 3 days, 1:50:10
2023-07-30 08:47:50,819 semantic_segmentation INFO: Iters: 71410/150000 || Lr: 0.011178 || Task Loss: 0.2431 || KD Loss: 0.0489|| 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: 2 days, 19:04:57 || Estimated Time: 3 days, 1:49:37
2023-07-30 08:48:25,669 semantic_segmentation INFO: Iters: 71420/150000 || Lr: 0.011177 || Task Loss: 0.1607 || KD Loss: 0.0440|| 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: 2 days, 19:05:32 || Estimated Time: 3 days, 1:49:05
2023-07-30 08:49:00,616 semantic_segmentation INFO: Iters: 71430/150000 || Lr: 0.011176 || Task Loss: 0.2164 || KD Loss: 0.0448|| 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, 19:06:07 || Estimated Time: 3 days, 1:48:32
2023-07-30 08:49:35,244 semantic_segmentation INFO: Iters: 71440/150000 || Lr: 0.011175 || Task Loss: 0.2019 || KD Loss: 0.0415|| 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: 2 days, 19:06:42 || Estimated Time: 3 days, 1:47:59
2023-07-30 08:50:09,909 semantic_segmentation INFO: Iters: 71450/150000 || Lr: 0.011173 || Task Loss: 0.2541 || KD Loss: 0.0899|| 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, 19:07:16 || Estimated Time: 3 days, 1:47:26
2023-07-30 08:50:44,527 semantic_segmentation INFO: Iters: 71460/150000 || Lr: 0.011172 || Task Loss: 0.2537 || KD Loss: 0.0723|| 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: 2 days, 19:07:51 || Estimated Time: 3 days, 1:46:53
2023-07-30 08:51:21,306 semantic_segmentation INFO: Iters: 71470/150000 || Lr: 0.011171 || Task Loss: 0.2397 || KD Loss: 0.0740|| 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: 2 days, 19:08:28 || Estimated Time: 3 days, 1:46:23
2023-07-30 08:51:57,592 semantic_segmentation INFO: Iters: 71480/150000 || Lr: 0.011170 || Task Loss: 0.2055 || KD Loss: 0.0595|| 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: 2 days, 19:09:04 || Estimated Time: 3 days, 1:45:52
2023-07-30 08:52:32,282 semantic_segmentation INFO: Iters: 71490/150000 || Lr: 0.011168 || Task Loss: 0.2570 || KD Loss: 0.0759|| 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: 2 days, 19:09:39 || Estimated Time: 3 days, 1:45:19
2023-07-30 08:53:07,298 semantic_segmentation INFO: Iters: 71500/150000 || Lr: 0.011167 || Task Loss: 0.2253 || KD Loss: 0.0458|| 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: 2 days, 19:10:14 || Estimated Time: 3 days, 1:44:46
2023-07-30 08:53:41,947 semantic_segmentation INFO: Iters: 71510/150000 || Lr: 0.011166 || Task Loss: 0.1703 || KD Loss: 0.0486|| 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: 2 days, 19:10:48 || Estimated Time: 3 days, 1:44:14
2023-07-30 08:54:16,690 semantic_segmentation INFO: Iters: 71520/150000 || Lr: 0.011164 || Task Loss: 0.3018 || KD Loss: 0.0891|| 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: 2 days, 19:11:23 || Estimated Time: 3 days, 1:43:41
2023-07-30 08:54:51,393 semantic_segmentation INFO: Iters: 71530/150000 || Lr: 0.011163 || Task Loss: 0.1739 || KD Loss: 0.0599|| 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: 2 days, 19:11:58 || Estimated Time: 3 days, 1:43:08
2023-07-30 08:55:26,301 semantic_segmentation INFO: Iters: 71540/150000 || Lr: 0.011162 || Task Loss: 0.3229 || KD Loss: 0.1131|| 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: 2 days, 19:12:33 || Estimated Time: 3 days, 1:42:35
2023-07-30 08:56:01,113 semantic_segmentation INFO: Iters: 71550/150000 || Lr: 0.011161 || Task Loss: 0.1796 || KD Loss: 0.0437|| 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: 2 days, 19:13:07 || Estimated Time: 3 days, 1:42:02
2023-07-30 08:56:35,758 semantic_segmentation INFO: Iters: 71560/150000 || Lr: 0.011159 || Task Loss: 0.2496 || KD Loss: 0.0906|| 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: 2 days, 19:13:42 || Estimated Time: 3 days, 1:41:30
2023-07-30 08:57:10,742 semantic_segmentation INFO: Iters: 71570/150000 || Lr: 0.011158 || Task Loss: 0.1531 || KD Loss: 0.0454|| 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: 2 days, 19:14:17 || Estimated Time: 3 days, 1:40:57
2023-07-30 08:57:45,423 semantic_segmentation INFO: Iters: 71580/150000 || Lr: 0.011157 || Task Loss: 0.2397 || KD Loss: 0.1013|| 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, 19:14:52 || Estimated Time: 3 days, 1:40:24
2023-07-30 08:58:20,183 semantic_segmentation INFO: Iters: 71590/150000 || Lr: 0.011155 || Task Loss: 0.2767 || KD Loss: 0.1147|| 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, 19:15:27 || Estimated Time: 3 days, 1:39:51
2023-07-30 08:58:54,963 semantic_segmentation INFO: Iters: 71600/150000 || Lr: 0.011154 || Task Loss: 0.2277 || KD Loss: 0.0849|| 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: 2 days, 19:16:01 || Estimated Time: 3 days, 1:39:19
2023-07-30 08:59:29,779 semantic_segmentation INFO: Iters: 71610/150000 || Lr: 0.011153 || Task Loss: 0.2398 || KD Loss: 0.0676|| 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, 19:16:36 || Estimated Time: 3 days, 1:38:46
2023-07-30 09:00:04,589 semantic_segmentation INFO: Iters: 71620/150000 || Lr: 0.011152 || Task Loss: 0.2702 || KD Loss: 0.0850|| 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: 2 days, 19:17:11 || Estimated Time: 3 days, 1:38:13
2023-07-30 09:00:39,450 semantic_segmentation INFO: Iters: 71630/150000 || Lr: 0.011150 || Task Loss: 0.1858 || KD Loss: 0.0611|| 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: 2 days, 19:17:46 || Estimated Time: 3 days, 1:37:40
2023-07-30 09:01:14,114 semantic_segmentation INFO: Iters: 71640/150000 || Lr: 0.011149 || Task Loss: 0.2455 || KD Loss: 0.0704|| 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: 2 days, 19:18:20 || Estimated Time: 3 days, 1:37:08
2023-07-30 09:01:49,176 semantic_segmentation INFO: Iters: 71650/150000 || Lr: 0.011148 || Task Loss: 0.2228 || KD Loss: 0.0792|| 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, 19:18:56 || Estimated Time: 3 days, 1:36:35
2023-07-30 09:02:23,864 semantic_segmentation INFO: Iters: 71660/150000 || Lr: 0.011146 || Task Loss: 0.1836 || KD Loss: 0.0488|| 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, 19:19:30 || Estimated Time: 3 days, 1:36:02
2023-07-30 09:02:58,716 semantic_segmentation INFO: Iters: 71670/150000 || Lr: 0.011145 || Task Loss: 0.2034 || KD Loss: 0.0575|| 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: 2 days, 19:20:05 || Estimated Time: 3 days, 1:35:29
2023-07-30 09:03:33,461 semantic_segmentation INFO: Iters: 71680/150000 || Lr: 0.011144 || Task Loss: 0.4851 || KD Loss: 0.2260|| 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: 2 days, 19:20:40 || Estimated Time: 3 days, 1:34:57
2023-07-30 09:04:08,306 semantic_segmentation INFO: Iters: 71690/150000 || Lr: 0.011143 || Task Loss: 0.2181 || KD Loss: 0.0663|| 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: 2 days, 19:21:15 || Estimated Time: 3 days, 1:34:24
2023-07-30 09:04:42,970 semantic_segmentation INFO: Iters: 71700/150000 || Lr: 0.011141 || Task Loss: 0.3310 || KD Loss: 0.1146|| 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, 19:21:49 || Estimated Time: 3 days, 1:33:51
2023-07-30 09:05:17,763 semantic_segmentation INFO: Iters: 71710/150000 || Lr: 0.011140 || Task Loss: 0.1772 || KD Loss: 0.0542|| 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, 19:22:24 || Estimated Time: 3 days, 1:33:18
2023-07-30 09:05:52,603 semantic_segmentation INFO: Iters: 71720/150000 || Lr: 0.011139 || Task Loss: 0.1885 || KD Loss: 0.0590|| 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: 2 days, 19:22:59 || Estimated Time: 3 days, 1:32:46
2023-07-30 09:06:27,205 semantic_segmentation INFO: Iters: 71730/150000 || Lr: 0.011138 || Task Loss: 0.2421 || KD Loss: 0.0713|| 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, 19:23:34 || Estimated Time: 3 days, 1:32:13
2023-07-30 09:07:02,183 semantic_segmentation INFO: Iters: 71740/150000 || Lr: 0.011136 || Task Loss: 0.2340 || KD Loss: 0.0508|| 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, 19:24:09 || Estimated Time: 3 days, 1:31:40
2023-07-30 09:07:36,917 semantic_segmentation INFO: Iters: 71750/150000 || Lr: 0.011135 || Task Loss: 0.2571 || KD Loss: 0.0717|| 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, 19:24:43 || Estimated Time: 3 days, 1:31:07
2023-07-30 09:08:11,758 semantic_segmentation INFO: Iters: 71760/150000 || Lr: 0.011134 || Task Loss: 0.2761 || KD Loss: 0.0676|| 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: 2 days, 19:25:18 || Estimated Time: 3 days, 1:30:34
2023-07-30 09:08:46,452 semantic_segmentation INFO: Iters: 71770/150000 || Lr: 0.011132 || Task Loss: 0.2028 || KD Loss: 0.0458|| 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: 2 days, 19:25:53 || Estimated Time: 3 days, 1:30:02
2023-07-30 09:09:21,299 semantic_segmentation INFO: Iters: 71780/150000 || Lr: 0.011131 || Task Loss: 0.1676 || KD Loss: 0.0404|| 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: 2 days, 19:26:28 || Estimated Time: 3 days, 1:29:29
2023-07-30 09:09:56,302 semantic_segmentation INFO: Iters: 71790/150000 || Lr: 0.011130 || Task Loss: 0.2194 || KD Loss: 0.0559|| 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: 2 days, 19:27:03 || Estimated Time: 3 days, 1:28:56
2023-07-30 09:10:31,156 semantic_segmentation INFO: Iters: 71800/150000 || Lr: 0.011129 || Task Loss: 0.1926 || KD Loss: 0.0492|| 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: 2 days, 19:27:38 || Estimated Time: 3 days, 1:28:24
2023-07-30 09:11:05,936 semantic_segmentation INFO: Iters: 71810/150000 || Lr: 0.011127 || Task Loss: 0.2242 || KD Loss: 0.0630|| 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: 2 days, 19:28:12 || Estimated Time: 3 days, 1:27:51
2023-07-30 09:11:40,650 semantic_segmentation INFO: Iters: 71820/150000 || Lr: 0.011126 || Task Loss: 0.2146 || KD Loss: 0.0459|| 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: 2 days, 19:28:47 || Estimated Time: 3 days, 1:27:18
2023-07-30 09:12:15,530 semantic_segmentation INFO: Iters: 71830/150000 || Lr: 0.011125 || Task Loss: 0.1363 || KD Loss: 0.0401|| 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, 19:29:22 || Estimated Time: 3 days, 1:26:45
2023-07-30 09:12:50,124 semantic_segmentation INFO: Iters: 71840/150000 || Lr: 0.011123 || Task Loss: 0.2349 || KD Loss: 0.0646|| 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: 2 days, 19:29:56 || Estimated Time: 3 days, 1:26:12
2023-07-30 09:13:24,800 semantic_segmentation INFO: Iters: 71850/150000 || Lr: 0.011122 || Task Loss: 0.2210 || KD Loss: 0.0634|| 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, 19:30:31 || Estimated Time: 3 days, 1:25:40
2023-07-30 09:13:59,751 semantic_segmentation INFO: Iters: 71860/150000 || Lr: 0.011121 || Task Loss: 0.2624 || KD Loss: 0.0655|| 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: 2 days, 19:31:06 || Estimated Time: 3 days, 1:25:07
2023-07-30 09:14:34,766 semantic_segmentation INFO: Iters: 71870/150000 || Lr: 0.011120 || Task Loss: 0.2693 || KD Loss: 0.0705|| 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: 2 days, 19:31:41 || Estimated Time: 3 days, 1:24:34
2023-07-30 09:15:09,364 semantic_segmentation INFO: Iters: 71880/150000 || Lr: 0.011118 || Task Loss: 0.1898 || KD Loss: 0.0432|| 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: 2 days, 19:32:16 || Estimated Time: 3 days, 1:24:01
2023-07-30 09:15:44,223 semantic_segmentation INFO: Iters: 71890/150000 || Lr: 0.011117 || Task Loss: 0.2273 || KD Loss: 0.0452|| 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: 2 days, 19:32:51 || Estimated Time: 3 days, 1:23:29
2023-07-30 09:16:19,105 semantic_segmentation INFO: Iters: 71900/150000 || Lr: 0.011116 || Task Loss: 0.2414 || KD Loss: 0.0519|| 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, 19:33:25 || Estimated Time: 3 days, 1:22:56
2023-07-30 09:16:54,011 semantic_segmentation INFO: Iters: 71910/150000 || Lr: 0.011114 || Task Loss: 0.2081 || KD Loss: 0.0519|| 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: 2 days, 19:34:00 || Estimated Time: 3 days, 1:22:23
2023-07-30 09:17:28,995 semantic_segmentation INFO: Iters: 71920/150000 || Lr: 0.011113 || Task Loss: 0.1644 || KD Loss: 0.0340|| 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: 2 days, 19:34:35 || Estimated Time: 3 days, 1:21:51
2023-07-30 09:18:06,501 semantic_segmentation INFO: Iters: 71930/150000 || Lr: 0.011112 || Task Loss: 0.2022 || KD Loss: 0.0452|| 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: 2 days, 19:35:13 || Estimated Time: 3 days, 1:21:21
2023-07-30 09:18:42,276 semantic_segmentation INFO: Iters: 71940/150000 || Lr: 0.011111 || Task Loss: 0.1541 || KD Loss: 0.0551|| 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, 19:35:49 || Estimated Time: 3 days, 1:20:49
2023-07-30 09:19:17,175 semantic_segmentation INFO: Iters: 71950/150000 || Lr: 0.011109 || Task Loss: 0.2139 || KD Loss: 0.0414|| 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: 2 days, 19:36:24 || Estimated Time: 3 days, 1:20:17
2023-07-30 09:19:52,082 semantic_segmentation INFO: Iters: 71960/150000 || Lr: 0.011108 || Task Loss: 0.2257 || KD Loss: 0.0800|| 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: 2 days, 19:36:58 || Estimated Time: 3 days, 1:19:44
2023-07-30 09:20:26,796 semantic_segmentation INFO: Iters: 71970/150000 || Lr: 0.011107 || Task Loss: 0.2119 || KD Loss: 0.0716|| 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: 2 days, 19:37:33 || Estimated Time: 3 days, 1:19:11
2023-07-30 09:21:01,483 semantic_segmentation INFO: Iters: 71980/150000 || Lr: 0.011106 || Task Loss: 0.1952 || KD Loss: 0.0591|| 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: 2 days, 19:38:08 || Estimated Time: 3 days, 1:18:38
2023-07-30 09:21:36,409 semantic_segmentation INFO: Iters: 71990/150000 || Lr: 0.011104 || Task Loss: 0.2246 || KD Loss: 0.0534|| 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: 2 days, 19:38:43 || Estimated Time: 3 days, 1:18:06
2023-07-30 09:22:11,208 semantic_segmentation INFO: Iters: 72000/150000 || Lr: 0.011103 || Task Loss: 0.1753 || KD Loss: 0.0520|| 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, 19:39:18 || Estimated Time: 3 days, 1:17:33
2023-07-30 09:22:11,273 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 09:22:12,111 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.969, mIoU: 0.407
2023-07-30 09:22:12,238 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.498
2023-07-30 09:22:12,354 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.500
2023-07-30 09:22:12,468 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.529
2023-07-30 09:22:12,581 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.524
2023-07-30 09:22:12,695 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.528
2023-07-30 09:22:12,815 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.572
2023-07-30 09:22:12,935 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.620
2023-07-30 09:22:13,062 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.647
2023-07-30 09:22:13,177 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.686
2023-07-30 09:22:13,289 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.694
2023-07-30 09:22:13,405 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.700
2023-07-30 09:22:13,522 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.709
2023-07-30 09:22:13,638 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.695
2023-07-30 09:22:13,754 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.701
2023-07-30 09:22:13,869 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.688
2023-07-30 09:22:13,985 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.689
2023-07-30 09:22:14,105 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.690
2023-07-30 09:22:14,217 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.696
2023-07-30 09:22:14,328 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.703
2023-07-30 09:22:14,442 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.952, mIoU: 0.704
2023-07-30 09:22:14,559 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.700
2023-07-30 09:22:14,676 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.703
2023-07-30 09:22:14,794 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 09:22:14,908 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.718
2023-07-30 09:22:15,022 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.718
2023-07-30 09:22:15,132 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.709
2023-07-30 09:22:15,246 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-30 09:22:15,361 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-30 09:22:15,479 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.710
2023-07-30 09:22:15,597 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.709
2023-07-30 09:22:15,717 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.945, mIoU: 0.705
2023-07-30 09:22:15,833 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-30 09:22:15,948 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-30 09:22:16,064 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-30 09:22:16,179 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-30 09:22:16,295 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-30 09:22:16,416 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.945, mIoU: 0.703
2023-07-30 09:22:16,532 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 09:22:16,650 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-30 09:22:16,764 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-30 09:22:16,877 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-30 09:22:16,989 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.946, mIoU: 0.699
2023-07-30 09:22:17,108 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.947, mIoU: 0.700
2023-07-30 09:22:17,227 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.947, mIoU: 0.699
2023-07-30 09:22:17,344 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.947, mIoU: 0.699
2023-07-30 09:22:17,461 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.699
2023-07-30 09:22:17,573 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.948, mIoU: 0.698
2023-07-30 09:22:17,688 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.948, mIoU: 0.696
2023-07-30 09:22:17,800 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.948, mIoU: 0.699
2023-07-30 09:22:17,912 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.948, mIoU: 0.699
2023-07-30 09:22:18,026 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.705
2023-07-30 09:22:18,146 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 09:22:18,264 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.710
2023-07-30 09:22:18,380 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-30 09:22:18,495 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-30 09:22:18,608 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-30 09:22:18,719 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.710
2023-07-30 09:22:18,828 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.946, mIoU: 0.709
2023-07-30 09:22:18,943 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-30 09:22:19,060 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.945, mIoU: 0.711
2023-07-30 09:22:19,180 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-30 09:22:19,296 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-30 09:22:19,412 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.945, mIoU: 0.715
2023-07-30 09:22:19,527 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.945, mIoU: 0.717
2023-07-30 09:22:19,641 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-30 09:22:19,757 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-30 09:22:19,875 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-30 09:22:19,992 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.943, mIoU: 0.716
2023-07-30 09:22:20,108 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.944, mIoU: 0.716
2023-07-30 09:22:20,225 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.944, mIoU: 0.716
2023-07-30 09:22:20,339 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.944, mIoU: 0.715
2023-07-30 09:22:20,452 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.944, mIoU: 0.715
2023-07-30 09:22:20,565 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.945, mIoU: 0.715
2023-07-30 09:22:20,672 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.944, mIoU: 0.715
2023-07-30 09:22:20,779 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.944, mIoU: 0.715
2023-07-30 09:22:20,886 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-30 09:22:21,000 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-30 09:22:21,119 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.944, mIoU: 0.714
2023-07-30 09:22:21,239 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.945, mIoU: 0.715
2023-07-30 09:22:21,358 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.944, mIoU: 0.716
2023-07-30 09:22:21,472 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.945, mIoU: 0.716
2023-07-30 09:22:21,587 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.945, mIoU: 0.716
2023-07-30 09:22:21,702 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.944, mIoU: 0.714
2023-07-30 09:22:21,816 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.941, mIoU: 0.710
2023-07-30 09:22:21,934 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.941, mIoU: 0.710
2023-07-30 09:22:22,051 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.942, mIoU: 0.711
2023-07-30 09:22:22,167 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.942, mIoU: 0.710
2023-07-30 09:22:22,283 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.942, mIoU: 0.710
2023-07-30 09:22:22,394 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.942, mIoU: 0.709
2023-07-30 09:22:22,505 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.942, mIoU: 0.710
2023-07-30 09:22:22,610 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.942, mIoU: 0.727
2023-07-30 09:22:22,715 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.942, mIoU: 0.726
2023-07-30 09:22:22,823 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.942, mIoU: 0.726
2023-07-30 09:22:22,928 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.943, mIoU: 0.727
2023-07-30 09:22:23,038 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.942, mIoU: 0.727
2023-07-30 09:22:23,152 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.942, mIoU: 0.727
2023-07-30 09:22:23,273 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.943, mIoU: 0.727
2023-07-30 09:22:23,392 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.942, mIoU: 0.727
2023-07-30 09:22:23,506 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.942, mIoU: 0.727
2023-07-30 09:22:23,619 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-30 09:22:23,729 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-30 09:22:23,837 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-30 09:22:23,943 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-30 09:22:24,058 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.941, mIoU: 0.725
2023-07-30 09:22:24,172 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.941, mIoU: 0.725
2023-07-30 09:22:24,293 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.941, mIoU: 0.725
2023-07-30 09:22:24,411 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.941, mIoU: 0.726
2023-07-30 09:22:24,528 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.941, mIoU: 0.726
2023-07-30 09:22:24,643 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.941, mIoU: 0.725
2023-07-30 09:22:24,752 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.941, mIoU: 0.726
2023-07-30 09:22:24,857 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.941, mIoU: 0.725
2023-07-30 09:22:24,960 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.941, mIoU: 0.725
2023-07-30 09:22:25,062 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.941, mIoU: 0.725
2023-07-30 09:22:25,168 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.941, mIoU: 0.724
2023-07-30 09:22:25,275 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.941, mIoU: 0.724
2023-07-30 09:22:25,381 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.941, mIoU: 0.724
2023-07-30 09:22:25,485 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.941, mIoU: 0.725
2023-07-30 09:22:25,592 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.941, mIoU: 0.724
2023-07-30 09:22:25,707 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.941, mIoU: 0.724
2023-07-30 09:22:25,823 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.941, mIoU: 0.724
2023-07-30 09:22:25,941 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-30 09:22:26,059 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-30 09:22:26,175 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.941, mIoU: 0.725
2023-07-30 09:22:26,293 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.941, mIoU: 0.725
2023-07-30 09:22:26,401 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-30 09:22:26,515 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.940, mIoU: 0.725
2023-07-30 09:22:26,632 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.941, mIoU: 0.725
2023-07-30 09:22:26,749 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-30 09:22:26,867 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-30 09:22:26,984 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.941, mIoU: 0.724
2023-07-30 09:22:27,100 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-30 09:22:27,214 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-30 09:22:27,336 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.941, mIoU: 0.722
2023-07-30 09:22:27,462 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.941, mIoU: 0.719
2023-07-30 09:22:27,584 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.942, mIoU: 0.720
2023-07-30 09:22:27,707 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.942, mIoU: 0.720
2023-07-30 09:22:27,829 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.941, mIoU: 0.718
2023-07-30 09:22:27,950 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.941, mIoU: 0.717
2023-07-30 09:22:28,072 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.941, mIoU: 0.718
2023-07-30 09:22:28,192 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.941, mIoU: 0.718
2023-07-30 09:22:28,313 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.941, mIoU: 0.717
2023-07-30 09:22:28,433 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.941, mIoU: 0.717
2023-07-30 09:22:28,552 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.941, mIoU: 0.717
2023-07-30 09:22:28,672 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.941, mIoU: 0.716
2023-07-30 09:22:28,792 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.941, mIoU: 0.718
2023-07-30 09:22:28,913 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.941, mIoU: 0.717
2023-07-30 09:22:29,034 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.941, mIoU: 0.717
2023-07-30 09:22:29,156 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.941, mIoU: 0.716
2023-07-30 09:22:29,276 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.941, mIoU: 0.716
2023-07-30 09:22:29,396 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.941, mIoU: 0.716
2023-07-30 09:22:29,519 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.941, mIoU: 0.716
2023-07-30 09:22:29,641 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.941, mIoU: 0.717
2023-07-30 09:22:29,761 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.941, mIoU: 0.717
2023-07-30 09:22:29,881 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.941, mIoU: 0.718
2023-07-30 09:22:30,001 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.942, mIoU: 0.718
2023-07-30 09:22:30,120 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.942, mIoU: 0.718
2023-07-30 09:22:30,242 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.942, mIoU: 0.718
2023-07-30 09:22:30,372 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.942, mIoU: 0.718
2023-07-30 09:22:30,490 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.942, mIoU: 0.718
2023-07-30 09:22:30,607 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.942, mIoU: 0.717
2023-07-30 09:22:30,723 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.941, mIoU: 0.715
2023-07-30 09:22:30,843 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.941, mIoU: 0.714
2023-07-30 09:22:30,961 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.941, mIoU: 0.715
2023-07-30 09:22:31,079 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.941, mIoU: 0.715
2023-07-30 09:22:31,198 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.941, mIoU: 0.714
2023-07-30 09:22:31,315 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.942, mIoU: 0.714
2023-07-30 09:22:31,434 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.942, mIoU: 0.714
2023-07-30 09:22:31,555 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.942, mIoU: 0.715
2023-07-30 09:22:31,677 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.942, mIoU: 0.715
2023-07-30 09:22:31,796 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.942, mIoU: 0.715
2023-07-30 09:22:31,912 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.942, mIoU: 0.715
2023-07-30 09:22:32,028 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.942, mIoU: 0.715
2023-07-30 09:22:32,141 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-30 09:22:32,260 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-30 09:22:32,384 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.942, mIoU: 0.714
2023-07-30 09:22:32,502 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.942, mIoU: 0.714
2023-07-30 09:22:32,620 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.942, mIoU: 0.714
2023-07-30 09:22:32,736 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.942, mIoU: 0.714
2023-07-30 09:22:32,849 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.942, mIoU: 0.714
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2023-07-30 09:22:56,957 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-30 09:22:57,078 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-30 09:22:57,200 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.944, mIoU: 0.712
2023-07-30 09:22:57,320 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.944, mIoU: 0.712
2023-07-30 09:22:57,438 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.944, mIoU: 0.712
2023-07-30 09:22:57,558 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.944, mIoU: 0.712
2023-07-30 09:22:57,678 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.944, mIoU: 0.712
2023-07-30 09:22:57,797 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.944, mIoU: 0.712
2023-07-30 09:22:57,914 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.944, mIoU: 0.712
2023-07-30 09:22:58,032 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.944, mIoU: 0.712
2023-07-30 09:22:58,148 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-30 09:22:58,266 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-30 09:22:58,383 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-30 09:22:58,501 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-30 09:22:58,620 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-30 09:22:58,740 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-30 09:22:58,856 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-30 09:22:58,966 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-30 09:22:59,087 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-30 09:22:59,203 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-30 09:22:59,323 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-30 09:22:59,447 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-30 09:22:59,565 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-30 09:22:59,686 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-30 09:22:59,802 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-30 09:22:59,922 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-30 09:23:00,044 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-30 09:23:00,165 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.946, mIoU: 0.714
2023-07-30 09:23:00,284 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.946, mIoU: 0.714
2023-07-30 09:23:00,399 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-30 09:23:00,514 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-30 09:23:00,626 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-30 09:23:00,750 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-30 09:23:00,871 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-30 09:23:00,989 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-30 09:23:01,105 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-30 09:23:01,214 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-30 09:23:01,324 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-30 09:23:01,435 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-30 09:23:01,550 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-30 09:23:01,676 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-30 09:23:01,796 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-30 09:23:01,912 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-30 09:23:02,023 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-30 09:23:02,139 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-30 09:23:02,252 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-30 09:23:02,370 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-30 09:23:02,489 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-30 09:23:02,609 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-30 09:23:02,733 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-30 09:23:02,851 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-30 09:23:02,968 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-30 09:23:03,083 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-30 09:23:03,205 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-30 09:23:03,324 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-30 09:23:03,439 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-30 09:23:03,555 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-30 09:23:03,662 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-30 09:23:03,773 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-30 09:23:03,881 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-30 09:23:04,001 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-30 09:23:04,128 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-30 09:23:04,254 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-30 09:23:04,378 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-30 09:23:04,501 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-30 09:23:04,625 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-30 09:23:04,751 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-30 09:23:04,874 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-30 09:23:04,996 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-30 09:23:05,117 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-30 09:23:05,238 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-30 09:23:05,358 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-30 09:23:05,479 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-30 09:23:05,600 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-30 09:23:05,719 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-30 09:23:05,841 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-30 09:23:05,960 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-30 09:23:06,080 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-30 09:23:06,200 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-30 09:23:06,319 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-30 09:23:06,437 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-30 09:23:06,555 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-30 09:23:06,675 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-30 09:23:06,795 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-30 09:23:06,912 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-30 09:23:07,035 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-30 09:23:07,154 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-30 09:23:07,274 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 09:23:07,389 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 09:23:07,506 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 09:23:07,625 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 09:23:07,740 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 09:23:07,862 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-30 09:23:07,975 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-30 09:23:08,090 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-30 09:23:08,209 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 09:23:08,326 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-30 09:23:08,442 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-30 09:23:08,557 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 09:23:08,671 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 09:23:08,784 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 09:23:08,899 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 09:23:09,011 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 09:23:09,128 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 09:23:09,246 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 09:23:09,363 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 09:23:09,484 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 09:23:09,597 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 09:23:09,717 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 09:23:09,823 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 09:23:09,936 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 09:23:10,052 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 09:23:10,168 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 09:23:10,285 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 09:23:10,399 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 09:23:10,513 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 09:23:10,625 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 09:23:10,739 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 09:23:10,851 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 09:23:10,968 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 09:23:11,086 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 09:23:11,202 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 09:23:11,316 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 09:23:11,430 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 09:23:11,543 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 09:23:46,458 semantic_segmentation INFO: Iters: 72010/150000 || Lr: 0.011102 || Task Loss: 0.2556 || KD Loss: 0.0731|| 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: 2 days, 19:40:53 || Estimated Time: 3 days, 1:18:05
2023-07-30 09:24:21,275 semantic_segmentation INFO: Iters: 72020/150000 || Lr: 0.011100 || Task Loss: 0.2945 || KD Loss: 0.0786|| 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: 2 days, 19:41:28 || Estimated Time: 3 days, 1:17:33
2023-07-30 09:24:56,197 semantic_segmentation INFO: Iters: 72030/150000 || Lr: 0.011099 || Task Loss: 0.1630 || KD Loss: 0.1220|| 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, 19:42:03 || Estimated Time: 3 days, 1:17:00
2023-07-30 09:25:31,147 semantic_segmentation INFO: Iters: 72040/150000 || Lr: 0.011098 || Task Loss: 0.2186 || KD Loss: 0.0877|| 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, 19:42:38 || Estimated Time: 3 days, 1:16:27
2023-07-30 09:26:05,949 semantic_segmentation INFO: Iters: 72050/150000 || Lr: 0.011097 || Task Loss: 0.1871 || KD Loss: 0.0630|| 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: 2 days, 19:43:12 || Estimated Time: 3 days, 1:15:54
2023-07-30 09:26:40,756 semantic_segmentation INFO: Iters: 72060/150000 || Lr: 0.011095 || Task Loss: 0.1798 || KD Loss: 0.0439|| 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, 19:43:47 || Estimated Time: 3 days, 1:15:22
2023-07-30 09:27:15,738 semantic_segmentation INFO: Iters: 72070/150000 || Lr: 0.011094 || Task Loss: 0.2632 || KD Loss: 0.0509|| 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: 2 days, 19:44:22 || Estimated Time: 3 days, 1:14:49
2023-07-30 09:27:50,620 semantic_segmentation INFO: Iters: 72080/150000 || Lr: 0.011093 || Task Loss: 0.1888 || KD Loss: 0.0717|| 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: 2 days, 19:44:57 || Estimated Time: 3 days, 1:14:16
2023-07-30 09:28:25,483 semantic_segmentation INFO: Iters: 72090/150000 || Lr: 0.011091 || Task Loss: 0.1677 || KD Loss: 0.0409|| 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, 19:45:32 || Estimated Time: 3 days, 1:13:44
2023-07-30 09:29:00,328 semantic_segmentation INFO: Iters: 72100/150000 || Lr: 0.011090 || Task Loss: 0.1922 || KD Loss: 0.0602|| 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: 2 days, 19:46:07 || Estimated Time: 3 days, 1:13:11
2023-07-30 09:29:35,142 semantic_segmentation INFO: Iters: 72110/150000 || Lr: 0.011089 || Task Loss: 0.1847 || KD Loss: 0.0522|| 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: 2 days, 19:46:41 || Estimated Time: 3 days, 1:12:38
2023-07-30 09:30:10,121 semantic_segmentation INFO: Iters: 72120/150000 || Lr: 0.011088 || Task Loss: 0.2229 || KD Loss: 0.0577|| 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: 2 days, 19:47:16 || Estimated Time: 3 days, 1:12:06
2023-07-30 09:30:45,200 semantic_segmentation INFO: Iters: 72130/150000 || Lr: 0.011086 || Task Loss: 0.2365 || KD Loss: 0.0528|| 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, 19:47:52 || Estimated Time: 3 days, 1:11:33
2023-07-30 09:31:19,925 semantic_segmentation INFO: Iters: 72140/150000 || Lr: 0.011085 || Task Loss: 0.2440 || KD Loss: 0.0611|| 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: 2 days, 19:48:26 || Estimated Time: 3 days, 1:11:00
2023-07-30 09:31:54,816 semantic_segmentation INFO: Iters: 72150/150000 || Lr: 0.011084 || Task Loss: 0.1829 || KD Loss: 0.0502|| 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: 2 days, 19:49:01 || Estimated Time: 3 days, 1:10:28
2023-07-30 09:32:29,544 semantic_segmentation INFO: Iters: 72160/150000 || Lr: 0.011082 || Task Loss: 0.1876 || KD Loss: 0.0403|| 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: 2 days, 19:49:36 || Estimated Time: 3 days, 1:09:55
2023-07-30 09:33:04,656 semantic_segmentation INFO: Iters: 72170/150000 || Lr: 0.011081 || Task Loss: 0.1828 || KD Loss: 0.0502|| 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, 19:50:11 || Estimated Time: 3 days, 1:09:22
2023-07-30 09:33:39,638 semantic_segmentation INFO: Iters: 72180/150000 || Lr: 0.011080 || Task Loss: 0.1811 || KD Loss: 0.0462|| 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: 2 days, 19:50:46 || Estimated Time: 3 days, 1:08:50
2023-07-30 09:34:14,487 semantic_segmentation INFO: Iters: 72190/150000 || Lr: 0.011079 || Task Loss: 0.1747 || KD Loss: 0.0487|| 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, 19:51:21 || Estimated Time: 3 days, 1:08:17
2023-07-30 09:34:49,284 semantic_segmentation INFO: Iters: 72200/150000 || Lr: 0.011077 || Task Loss: 0.2142 || KD Loss: 0.0462|| 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: 2 days, 19:51:56 || Estimated Time: 3 days, 1:07:44
2023-07-30 09:35:24,399 semantic_segmentation INFO: Iters: 72210/150000 || Lr: 0.011076 || Task Loss: 0.1720 || KD Loss: 0.0576|| 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: 2 days, 19:52:31 || Estimated Time: 3 days, 1:07:12
2023-07-30 09:35:59,475 semantic_segmentation INFO: Iters: 72220/150000 || Lr: 0.011075 || Task Loss: 0.2210 || KD Loss: 0.0551|| 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: 2 days, 19:53:06 || Estimated Time: 3 days, 1:06:39
2023-07-30 09:36:34,299 semantic_segmentation INFO: Iters: 72230/150000 || Lr: 0.011073 || Task Loss: 0.1998 || KD Loss: 0.0430|| 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: 2 days, 19:53:41 || Estimated Time: 3 days, 1:06:06
2023-07-30 09:37:09,106 semantic_segmentation INFO: Iters: 72240/150000 || Lr: 0.011072 || Task Loss: 0.2416 || KD Loss: 0.0680|| 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: 2 days, 19:54:15 || Estimated Time: 3 days, 1:05:33
2023-07-30 09:37:44,298 semantic_segmentation INFO: Iters: 72250/150000 || Lr: 0.011071 || Task Loss: 0.2399 || KD Loss: 0.0735|| 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: 2 days, 19:54:51 || Estimated Time: 3 days, 1:05:01
2023-07-30 09:38:18,935 semantic_segmentation INFO: Iters: 72260/150000 || Lr: 0.011070 || Task Loss: 0.1750 || KD Loss: 0.0465|| 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: 2 days, 19:55:25 || Estimated Time: 3 days, 1:04:28
2023-07-30 09:38:53,890 semantic_segmentation INFO: Iters: 72270/150000 || Lr: 0.011068 || Task Loss: 0.2040 || KD Loss: 0.0586|| 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, 19:56:00 || Estimated Time: 3 days, 1:03:55
2023-07-30 09:39:28,629 semantic_segmentation INFO: Iters: 72280/150000 || Lr: 0.011067 || Task Loss: 0.2279 || KD Loss: 0.0625|| 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, 19:56:35 || Estimated Time: 3 days, 1:03:23
2023-07-30 09:40:03,373 semantic_segmentation INFO: Iters: 72290/150000 || Lr: 0.011066 || Task Loss: 0.2170 || KD Loss: 0.0788|| 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, 19:57:10 || Estimated Time: 3 days, 1:02:50
2023-07-30 09:40:38,181 semantic_segmentation INFO: Iters: 72300/150000 || Lr: 0.011065 || Task Loss: 0.2414 || KD Loss: 0.0808|| 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: 2 days, 19:57:45 || Estimated Time: 3 days, 1:02:17
2023-07-30 09:41:13,143 semantic_segmentation INFO: Iters: 72310/150000 || Lr: 0.011063 || Task Loss: 0.2369 || KD Loss: 0.0642|| 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: 2 days, 19:58:19 || Estimated Time: 3 days, 1:01:44
2023-07-30 09:41:47,845 semantic_segmentation INFO: Iters: 72320/150000 || Lr: 0.011062 || Task Loss: 0.2132 || KD Loss: 0.0610|| 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: 2 days, 19:58:54 || Estimated Time: 3 days, 1:01:11
2023-07-30 09:42:22,472 semantic_segmentation INFO: Iters: 72330/150000 || Lr: 0.011061 || Task Loss: 0.1588 || KD Loss: 0.0419|| 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, 19:59:29 || Estimated Time: 3 days, 1:00:38
2023-07-30 09:42:57,314 semantic_segmentation INFO: Iters: 72340/150000 || Lr: 0.011059 || Task Loss: 0.2723 || KD Loss: 0.1463|| 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, 20:00:04 || Estimated Time: 3 days, 1:00:06
2023-07-30 09:43:32,218 semantic_segmentation INFO: Iters: 72350/150000 || Lr: 0.011058 || Task Loss: 0.2309 || KD Loss: 0.0612|| 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: 2 days, 20:00:39 || Estimated Time: 3 days, 0:59:33
2023-07-30 09:44:07,180 semantic_segmentation INFO: Iters: 72360/150000 || Lr: 0.011057 || Task Loss: 0.2827 || KD Loss: 0.1146|| 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: 2 days, 20:01:14 || Estimated Time: 3 days, 0:59:00
2023-07-30 09:44:42,673 semantic_segmentation INFO: Iters: 72370/150000 || Lr: 0.011056 || Task Loss: 0.2946 || KD Loss: 0.1102|| 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: 2 days, 20:01:49 || Estimated Time: 3 days, 0:58:28
2023-07-30 09:45:20,508 semantic_segmentation INFO: Iters: 72380/150000 || Lr: 0.011054 || Task Loss: 0.2336 || KD Loss: 0.0648|| 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: 2 days, 20:02:27 || Estimated Time: 3 days, 0:57:59
2023-07-30 09:45:55,098 semantic_segmentation INFO: Iters: 72390/150000 || Lr: 0.011053 || Task Loss: 0.2164 || KD Loss: 0.0720|| 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: 2 days, 20:03:01 || Estimated Time: 3 days, 0:57:26
2023-07-30 09:46:29,829 semantic_segmentation INFO: Iters: 72400/150000 || Lr: 0.011052 || Task Loss: 0.2197 || KD Loss: 0.0542|| 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: 2 days, 20:03:36 || Estimated Time: 3 days, 0:56:53
2023-07-30 09:47:04,705 semantic_segmentation INFO: Iters: 72410/150000 || Lr: 0.011050 || Task Loss: 0.2914 || KD Loss: 0.0723|| 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, 20:04:11 || Estimated Time: 3 days, 0:56:20
2023-07-30 09:47:39,616 semantic_segmentation INFO: Iters: 72420/150000 || Lr: 0.011049 || Task Loss: 0.4722 || KD Loss: 0.0531|| 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, 20:04:46 || Estimated Time: 3 days, 0:55:47
2023-07-30 09:48:14,657 semantic_segmentation INFO: Iters: 72430/150000 || Lr: 0.011048 || Task Loss: 0.2827 || KD Loss: 0.1069|| 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 days, 20:05:21 || Estimated Time: 3 days, 0:55:15
2023-07-30 09:48:49,376 semantic_segmentation INFO: Iters: 72440/150000 || Lr: 0.011047 || Task Loss: 0.1945 || KD Loss: 0.0478|| 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, 20:05:56 || Estimated Time: 3 days, 0:54:42
2023-07-30 09:49:24,450 semantic_segmentation INFO: Iters: 72450/150000 || Lr: 0.011045 || Task Loss: 0.1847 || KD Loss: 0.0606|| 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: 2 days, 20:06:31 || Estimated Time: 3 days, 0:54:09
2023-07-30 09:49:59,278 semantic_segmentation INFO: Iters: 72460/150000 || Lr: 0.011044 || Task Loss: 0.2260 || KD Loss: 0.0674|| 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: 2 days, 20:07:06 || Estimated Time: 3 days, 0:53:37
2023-07-30 09:50:34,046 semantic_segmentation INFO: Iters: 72470/150000 || Lr: 0.011043 || Task Loss: 0.2122 || KD Loss: 0.0640|| 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, 20:07:40 || Estimated Time: 3 days, 0:53:04
2023-07-30 09:51:08,780 semantic_segmentation INFO: Iters: 72480/150000 || Lr: 0.011041 || Task Loss: 0.1895 || KD Loss: 0.0669|| 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, 20:08:15 || Estimated Time: 3 days, 0:52:31
2023-07-30 09:51:43,676 semantic_segmentation INFO: Iters: 72490/150000 || Lr: 0.011040 || Task Loss: 0.2118 || KD Loss: 0.0774|| 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: 2 days, 20:08:50 || Estimated Time: 3 days, 0:51:58
2023-07-30 09:52:18,247 semantic_segmentation INFO: Iters: 72500/150000 || Lr: 0.011039 || Task Loss: 0.1957 || KD Loss: 0.0668|| 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: 2 days, 20:09:25 || Estimated Time: 3 days, 0:51:25
2023-07-30 09:52:53,046 semantic_segmentation INFO: Iters: 72510/150000 || Lr: 0.011038 || Task Loss: 0.1543 || KD Loss: 0.0352|| 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: 2 days, 20:09:59 || Estimated Time: 3 days, 0:50:52
2023-07-30 09:53:27,985 semantic_segmentation INFO: Iters: 72520/150000 || Lr: 0.011036 || Task Loss: 0.2355 || KD Loss: 0.0454|| 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: 2 days, 20:10:34 || Estimated Time: 3 days, 0:50:20
2023-07-30 09:54:02,766 semantic_segmentation INFO: Iters: 72530/150000 || Lr: 0.011035 || Task Loss: 0.1781 || KD Loss: 0.0458|| 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, 20:11:09 || Estimated Time: 3 days, 0:49:47
2023-07-30 09:54:37,660 semantic_segmentation INFO: Iters: 72540/150000 || Lr: 0.011034 || Task Loss: 0.2102 || KD Loss: 0.0465|| 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, 20:11:44 || Estimated Time: 3 days, 0:49:14
2023-07-30 09:55:12,544 semantic_segmentation INFO: Iters: 72550/150000 || Lr: 0.011032 || Task Loss: 0.2036 || KD Loss: 0.0449|| 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, 20:12:19 || Estimated Time: 3 days, 0:48:41
2023-07-30 09:55:47,289 semantic_segmentation INFO: Iters: 72560/150000 || Lr: 0.011031 || Task Loss: 0.2350 || KD Loss: 0.0547|| 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: 2 days, 20:12:54 || Estimated Time: 3 days, 0:48:08
2023-07-30 09:56:22,212 semantic_segmentation INFO: Iters: 72570/150000 || Lr: 0.011030 || Task Loss: 0.2214 || KD Loss: 0.0528|| 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: 2 days, 20:13:29 || Estimated Time: 3 days, 0:47:36
2023-07-30 09:56:56,944 semantic_segmentation INFO: Iters: 72580/150000 || Lr: 0.011029 || Task Loss: 0.1426 || KD Loss: 0.0368|| 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, 20:14:03 || Estimated Time: 3 days, 0:47:03
2023-07-30 09:57:31,862 semantic_segmentation INFO: Iters: 72590/150000 || Lr: 0.011027 || Task Loss: 0.1510 || KD Loss: 0.0433|| 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: 2 days, 20:14:38 || Estimated Time: 3 days, 0:46:30
2023-07-30 09:58:06,853 semantic_segmentation INFO: Iters: 72600/150000 || Lr: 0.011026 || Task Loss: 0.2115 || KD Loss: 0.0672|| 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, 20:15:13 || Estimated Time: 3 days, 0:45:57
2023-07-30 09:58:41,622 semantic_segmentation INFO: Iters: 72610/150000 || Lr: 0.011025 || Task Loss: 0.2465 || KD Loss: 0.0482|| 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: 2 days, 20:15:48 || Estimated Time: 3 days, 0:45:25
2023-07-30 09:59:16,362 semantic_segmentation INFO: Iters: 72620/150000 || Lr: 0.011023 || Task Loss: 0.1835 || KD Loss: 0.0613|| 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, 20:16:23 || Estimated Time: 3 days, 0:44:52
2023-07-30 09:59:51,366 semantic_segmentation INFO: Iters: 72630/150000 || Lr: 0.011022 || Task Loss: 0.1810 || KD Loss: 0.0397|| 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: 2 days, 20:16:58 || Estimated Time: 3 days, 0:44:19
2023-07-30 10:00:26,111 semantic_segmentation INFO: Iters: 72640/150000 || Lr: 0.011021 || Task Loss: 0.1625 || KD Loss: 0.0587|| 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, 20:17:32 || Estimated Time: 3 days, 0:43:46
2023-07-30 10:01:00,744 semantic_segmentation INFO: Iters: 72650/150000 || Lr: 0.011020 || Task Loss: 0.2233 || KD Loss: 0.0561|| 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, 20:18:07 || Estimated Time: 3 days, 0:43:13
2023-07-30 10:01:35,489 semantic_segmentation INFO: Iters: 72660/150000 || Lr: 0.011018 || Task Loss: 0.1952 || KD Loss: 0.0621|| 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: 2 days, 20:18:42 || Estimated Time: 3 days, 0:42:40
2023-07-30 10:02:10,359 semantic_segmentation INFO: Iters: 72670/150000 || Lr: 0.011017 || Task Loss: 0.1602 || KD Loss: 0.0473|| 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: 2 days, 20:19:17 || Estimated Time: 3 days, 0:42:08
2023-07-30 10:02:45,076 semantic_segmentation INFO: Iters: 72680/150000 || Lr: 0.011016 || Task Loss: 0.1417 || KD Loss: 0.0419|| 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, 20:19:51 || Estimated Time: 3 days, 0:41:35
2023-07-30 10:03:20,178 semantic_segmentation INFO: Iters: 72690/150000 || Lr: 0.011015 || Task Loss: 0.1980 || KD Loss: 0.0567|| 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: 2 days, 20:20:27 || Estimated Time: 3 days, 0:41:02
2023-07-30 10:03:55,015 semantic_segmentation INFO: Iters: 72700/150000 || Lr: 0.011013 || Task Loss: 0.2251 || KD Loss: 0.0366|| 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: 2 days, 20:21:01 || Estimated Time: 3 days, 0:40:29
2023-07-30 10:04:29,778 semantic_segmentation INFO: Iters: 72710/150000 || Lr: 0.011012 || Task Loss: 0.1537 || KD Loss: 0.0556|| 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, 20:21:36 || Estimated Time: 3 days, 0:39:56
2023-07-30 10:05:04,637 semantic_segmentation INFO: Iters: 72720/150000 || Lr: 0.011011 || Task Loss: 0.2105 || KD Loss: 0.0487|| 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, 20:22:11 || Estimated Time: 3 days, 0:39:24
2023-07-30 10:05:39,449 semantic_segmentation INFO: Iters: 72730/150000 || Lr: 0.011009 || Task Loss: 0.2545 || KD Loss: 0.0483|| 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: 2 days, 20:22:46 || Estimated Time: 3 days, 0:38:51
2023-07-30 10:06:14,573 semantic_segmentation INFO: Iters: 72740/150000 || Lr: 0.011008 || Task Loss: 0.2234 || KD Loss: 0.0545|| 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, 20:23:21 || Estimated Time: 3 days, 0:38:18
2023-07-30 10:06:49,425 semantic_segmentation INFO: Iters: 72750/150000 || Lr: 0.011007 || Task Loss: 0.3505 || KD Loss: 0.1235|| 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: 2 days, 20:23:56 || Estimated Time: 3 days, 0:37:46
2023-07-30 10:07:24,349 semantic_segmentation INFO: Iters: 72760/150000 || Lr: 0.011006 || Task Loss: 0.2039 || KD Loss: 0.0468|| 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, 20:24:31 || Estimated Time: 3 days, 0:37:13
2023-07-30 10:07:59,136 semantic_segmentation INFO: Iters: 72770/150000 || Lr: 0.011004 || Task Loss: 0.1886 || KD Loss: 0.0324|| 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, 20:25:05 || Estimated Time: 3 days, 0:36:40
2023-07-30 10:08:33,760 semantic_segmentation INFO: Iters: 72780/150000 || Lr: 0.011003 || Task Loss: 0.2434 || KD Loss: 0.0669|| 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: 2 days, 20:25:40 || Estimated Time: 3 days, 0:36:07
2023-07-30 10:09:08,498 semantic_segmentation INFO: Iters: 72790/150000 || Lr: 0.011002 || Task Loss: 0.2300 || KD Loss: 0.0542|| 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: 2 days, 20:26:15 || Estimated Time: 3 days, 0:35:34
2023-07-30 10:09:43,367 semantic_segmentation INFO: Iters: 72800/150000 || Lr: 0.011000 || Task Loss: 0.1384 || KD Loss: 0.0370|| 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, 20:26:50 || Estimated Time: 3 days, 0:35:01
2023-07-30 10:09:43,439 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 10:09:44,291 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.969, mIoU: 0.409
2023-07-30 10:09:44,414 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.508
2023-07-30 10:09:44,525 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.510
2023-07-30 10:09:44,637 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.535
2023-07-30 10:09:44,744 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.529
2023-07-30 10:09:44,848 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.532
2023-07-30 10:09:44,952 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.573
2023-07-30 10:09:45,057 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.619
2023-07-30 10:09:45,166 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.643
2023-07-30 10:09:45,272 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.680
2023-07-30 10:09:45,376 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.692
2023-07-30 10:09:45,491 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.707
2023-07-30 10:09:45,606 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.711
2023-07-30 10:09:45,726 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.697
2023-07-30 10:09:45,846 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.693
2023-07-30 10:09:45,962 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.681
2023-07-30 10:09:46,075 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.683
2023-07-30 10:09:46,184 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.685
2023-07-30 10:09:46,294 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.692
2023-07-30 10:09:46,402 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.699
2023-07-30 10:09:46,518 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.954, mIoU: 0.700
2023-07-30 10:09:46,635 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.703
2023-07-30 10:09:46,751 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.701
2023-07-30 10:09:46,864 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-30 10:09:46,977 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 10:09:47,088 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 10:09:47,193 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-30 10:09:47,299 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 10:09:47,402 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.708
2023-07-30 10:09:47,509 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-30 10:09:47,613 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-30 10:09:47,715 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.711
2023-07-30 10:09:47,824 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-30 10:09:47,928 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-30 10:09:48,034 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-30 10:09:48,139 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-30 10:09:48,245 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.947, mIoU: 0.709
2023-07-30 10:09:48,357 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.946, mIoU: 0.709
2023-07-30 10:09:48,473 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.946, mIoU: 0.706
2023-07-30 10:09:48,590 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-30 10:09:48,707 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 10:09:48,827 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 10:09:48,941 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-30 10:09:49,051 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.948, mIoU: 0.708
2023-07-30 10:09:49,165 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 10:09:49,279 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 10:09:49,396 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.949, mIoU: 0.707
2023-07-30 10:09:49,515 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.949, mIoU: 0.705
2023-07-30 10:09:49,629 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-30 10:09:49,743 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 10:09:49,861 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 10:09:49,975 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-30 10:09:50,082 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.948, mIoU: 0.714
2023-07-30 10:09:50,192 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-30 10:09:50,302 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-30 10:09:50,416 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.945, mIoU: 0.710
2023-07-30 10:09:50,537 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.946, mIoU: 0.710
2023-07-30 10:09:50,652 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-30 10:09:50,768 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-30 10:09:50,887 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.945, mIoU: 0.711
2023-07-30 10:09:51,002 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-30 10:09:51,114 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.945, mIoU: 0.716
2023-07-30 10:09:51,234 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.945, mIoU: 0.715
2023-07-30 10:09:51,355 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.945, mIoU: 0.717
2023-07-30 10:09:51,472 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.945, mIoU: 0.720
2023-07-30 10:09:51,589 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.945, mIoU: 0.720
2023-07-30 10:09:51,701 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.944, mIoU: 0.719
2023-07-30 10:09:51,811 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.944, mIoU: 0.720
2023-07-30 10:09:51,918 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.944, mIoU: 0.719
2023-07-30 10:09:52,024 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.944, mIoU: 0.719
2023-07-30 10:09:52,129 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.945, mIoU: 0.720
2023-07-30 10:09:52,237 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.945, mIoU: 0.719
2023-07-30 10:09:52,342 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-30 10:09:52,457 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-30 10:09:52,574 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.945, mIoU: 0.719
2023-07-30 10:09:52,695 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-30 10:09:52,815 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-30 10:09:52,938 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-30 10:09:53,056 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.945, mIoU: 0.717
2023-07-30 10:09:53,171 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.946, mIoU: 0.718
2023-07-30 10:09:53,289 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.945, mIoU: 0.720
2023-07-30 10:09:53,410 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-30 10:09:53,527 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-30 10:09:53,640 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.945, mIoU: 0.717
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2023-07-30 10:10:39,703 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.951, mIoU: 0.713
2023-07-30 10:10:39,823 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.951, mIoU: 0.713
2023-07-30 10:10:39,943 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.951, mIoU: 0.713
2023-07-30 10:10:40,062 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.951, mIoU: 0.713
2023-07-30 10:10:40,179 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.951, mIoU: 0.713
2023-07-30 10:10:40,300 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.951, mIoU: 0.713
2023-07-30 10:10:40,420 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.951, mIoU: 0.713
2023-07-30 10:10:40,546 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.951, mIoU: 0.713
2023-07-30 10:10:40,663 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.951, mIoU: 0.714
2023-07-30 10:10:40,781 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.951, mIoU: 0.714
2023-07-30 10:10:40,898 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.951, mIoU: 0.714
2023-07-30 10:10:41,015 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.951, mIoU: 0.714
2023-07-30 10:10:41,132 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.951, mIoU: 0.714
2023-07-30 10:10:41,248 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.951, mIoU: 0.714
2023-07-30 10:10:41,364 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.951, mIoU: 0.714
2023-07-30 10:10:41,478 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.951, mIoU: 0.714
2023-07-30 10:10:41,599 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.951, mIoU: 0.714
2023-07-30 10:10:41,722 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.951, mIoU: 0.714
2023-07-30 10:10:41,838 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.951, mIoU: 0.714
2023-07-30 10:10:41,954 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.951, mIoU: 0.714
2023-07-30 10:10:42,069 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.951, mIoU: 0.714
2023-07-30 10:10:42,181 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.951, mIoU: 0.714
2023-07-30 10:10:42,285 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.952, mIoU: 0.714
2023-07-30 10:11:17,274 semantic_segmentation INFO: Iters: 72810/150000 || Lr: 0.010999 || Task Loss: 0.2537 || KD Loss: 0.1037|| 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, 20:28:24 || Estimated Time: 3 days, 0:35:31
2023-07-30 10:11:55,711 semantic_segmentation INFO: Iters: 72820/150000 || Lr: 0.010998 || Task Loss: 0.2156 || KD Loss: 0.0400|| 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: 2 days, 20:29:02 || Estimated Time: 3 days, 0:35:02
2023-07-30 10:12:30,483 semantic_segmentation INFO: Iters: 72830/150000 || Lr: 0.010997 || Task Loss: 0.1666 || KD Loss: 0.0422|| 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: 2 days, 20:29:37 || Estimated Time: 3 days, 0:34:29
2023-07-30 10:13:05,247 semantic_segmentation INFO: Iters: 72840/150000 || Lr: 0.010995 || Task Loss: 0.2797 || KD Loss: 0.0728|| 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: 2 days, 20:30:12 || Estimated Time: 3 days, 0:33:56
2023-07-30 10:13:40,118 semantic_segmentation INFO: Iters: 72850/150000 || Lr: 0.010994 || Task Loss: 0.1940 || KD Loss: 0.0589|| 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, 20:30:46 || Estimated Time: 3 days, 0:33:24
2023-07-30 10:14:14,751 semantic_segmentation INFO: Iters: 72860/150000 || Lr: 0.010993 || Task Loss: 0.1990 || KD Loss: 0.0676|| 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, 20:31:21 || Estimated Time: 3 days, 0:32:51
2023-07-30 10:14:49,842 semantic_segmentation INFO: Iters: 72870/150000 || Lr: 0.010991 || Task Loss: 0.1989 || KD Loss: 0.0513|| 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: 2 days, 20:31:56 || Estimated Time: 3 days, 0:32:18
2023-07-30 10:15:24,769 semantic_segmentation INFO: Iters: 72880/150000 || Lr: 0.010990 || Task Loss: 0.4209 || KD Loss: 0.1384|| 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: 2 days, 20:32:31 || Estimated Time: 3 days, 0:31:45
2023-07-30 10:15:59,408 semantic_segmentation INFO: Iters: 72890/150000 || Lr: 0.010989 || Task Loss: 0.2618 || KD Loss: 0.0929|| 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, 20:33:06 || Estimated Time: 3 days, 0:31:12
2023-07-30 10:16:34,377 semantic_segmentation INFO: Iters: 72900/150000 || Lr: 0.010988 || Task Loss: 0.4230 || KD Loss: 0.2410|| 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, 20:33:41 || Estimated Time: 3 days, 0:30:40
2023-07-30 10:17:08,883 semantic_segmentation INFO: Iters: 72910/150000 || Lr: 0.010986 || Task Loss: 0.2390 || KD Loss: 0.0907|| 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, 20:34:15 || Estimated Time: 3 days, 0:30:06
2023-07-30 10:17:43,756 semantic_segmentation INFO: Iters: 72920/150000 || Lr: 0.010985 || Task Loss: 0.2210 || KD Loss: 0.0640|| 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, 20:34:50 || Estimated Time: 3 days, 0:29:34
2023-07-30 10:18:18,378 semantic_segmentation INFO: Iters: 72930/150000 || Lr: 0.010984 || Task Loss: 0.2489 || KD Loss: 0.0666|| 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, 20:35:25 || Estimated Time: 3 days, 0:29:01
2023-07-30 10:18:53,344 semantic_segmentation INFO: Iters: 72940/150000 || Lr: 0.010982 || Task Loss: 0.2169 || KD Loss: 0.0534|| 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, 20:36:00 || Estimated Time: 3 days, 0:28:28
2023-07-30 10:19:27,995 semantic_segmentation INFO: Iters: 72950/150000 || Lr: 0.010981 || Task Loss: 0.2257 || KD Loss: 0.0776|| 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: 2 days, 20:36:34 || Estimated Time: 3 days, 0:27:55
2023-07-30 10:20:02,781 semantic_segmentation INFO: Iters: 72960/150000 || Lr: 0.010980 || Task Loss: 0.2084 || KD Loss: 0.1058|| 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: 2 days, 20:37:09 || Estimated Time: 3 days, 0:27:22
2023-07-30 10:20:37,796 semantic_segmentation INFO: Iters: 72970/150000 || Lr: 0.010979 || Task Loss: 0.1801 || KD Loss: 0.0556|| 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: 2 days, 20:37:44 || Estimated Time: 3 days, 0:26:49
2023-07-30 10:21:12,754 semantic_segmentation INFO: Iters: 72980/150000 || Lr: 0.010977 || Task Loss: 0.1511 || KD Loss: 0.0434|| 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, 20:38:19 || Estimated Time: 3 days, 0:26:17
2023-07-30 10:21:47,747 semantic_segmentation INFO: Iters: 72990/150000 || Lr: 0.010976 || Task Loss: 0.2491 || KD Loss: 0.0638|| 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: 2 days, 20:38:54 || Estimated Time: 3 days, 0:25:44
2023-07-30 10:22:22,442 semantic_segmentation INFO: Iters: 73000/150000 || Lr: 0.010975 || Task Loss: 0.1989 || KD Loss: 0.0435|| 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, 20:39:29 || Estimated Time: 3 days, 0:25:11
2023-07-30 10:22:57,353 semantic_segmentation INFO: Iters: 73010/150000 || Lr: 0.010973 || Task Loss: 0.2301 || KD Loss: 0.0664|| 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: 2 days, 20:40:04 || Estimated Time: 3 days, 0:24:38
2023-07-30 10:23:32,078 semantic_segmentation INFO: Iters: 73020/150000 || Lr: 0.010972 || Task Loss: 0.1948 || KD Loss: 0.0520|| 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, 20:40:38 || Estimated Time: 3 days, 0:24:05
2023-07-30 10:24:06,839 semantic_segmentation INFO: Iters: 73030/150000 || Lr: 0.010971 || Task Loss: 0.1937 || KD Loss: 0.0327|| 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: 2 days, 20:41:13 || Estimated Time: 3 days, 0:23:32
2023-07-30 10:24:41,522 semantic_segmentation INFO: Iters: 73040/150000 || Lr: 0.010970 || Task Loss: 0.1575 || KD Loss: 0.0409|| 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, 20:41:48 || Estimated Time: 3 days, 0:22:59
2023-07-30 10:25:16,582 semantic_segmentation INFO: Iters: 73050/150000 || Lr: 0.010968 || Task Loss: 0.2608 || KD Loss: 0.0605|| 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, 20:42:23 || Estimated Time: 3 days, 0:22:27
2023-07-30 10:25:51,321 semantic_segmentation INFO: Iters: 73060/150000 || Lr: 0.010967 || Task Loss: 0.1862 || KD Loss: 0.0416|| 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, 20:42:58 || Estimated Time: 3 days, 0:21:54
2023-07-30 10:26:26,053 semantic_segmentation INFO: Iters: 73070/150000 || Lr: 0.010966 || Task Loss: 0.2563 || KD Loss: 0.0604|| 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, 20:43:32 || Estimated Time: 3 days, 0:21:21
2023-07-30 10:27:00,859 semantic_segmentation INFO: Iters: 73080/150000 || Lr: 0.010964 || Task Loss: 0.2721 || KD Loss: 0.0745|| 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: 2 days, 20:44:07 || Estimated Time: 3 days, 0:20:48
2023-07-30 10:27:35,607 semantic_segmentation INFO: Iters: 73090/150000 || Lr: 0.010963 || Task Loss: 0.1710 || KD Loss: 0.0522|| 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, 20:44:42 || Estimated Time: 3 days, 0:20:15
2023-07-30 10:28:10,306 semantic_segmentation INFO: Iters: 73100/150000 || Lr: 0.010962 || Task Loss: 0.1547 || KD Loss: 0.0458|| 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: 2 days, 20:45:17 || Estimated Time: 3 days, 0:19:42
2023-07-30 10:28:45,226 semantic_segmentation INFO: Iters: 73110/150000 || Lr: 0.010961 || Task Loss: 0.1519 || KD Loss: 0.0420|| 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, 20:45:52 || Estimated Time: 3 days, 0:19:09
2023-07-30 10:29:20,100 semantic_segmentation INFO: Iters: 73120/150000 || Lr: 0.010959 || Task Loss: 0.2992 || KD Loss: 0.0911|| 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: 2 days, 20:46:26 || Estimated Time: 3 days, 0:18:37
2023-07-30 10:29:54,912 semantic_segmentation INFO: Iters: 73130/150000 || Lr: 0.010958 || Task Loss: 0.3839 || KD Loss: 0.0893|| 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, 20:47:01 || Estimated Time: 3 days, 0:18:04
2023-07-30 10:30:29,508 semantic_segmentation INFO: Iters: 73140/150000 || Lr: 0.010957 || Task Loss: 0.2003 || KD Loss: 0.0561|| 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: 2 days, 20:47:36 || Estimated Time: 3 days, 0:17:31
2023-07-30 10:31:04,334 semantic_segmentation INFO: Iters: 73150/150000 || Lr: 0.010956 || Task Loss: 0.2724 || KD Loss: 0.0931|| 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, 20:48:11 || Estimated Time: 3 days, 0:16:58
2023-07-30 10:31:39,022 semantic_segmentation INFO: Iters: 73160/150000 || Lr: 0.010954 || Task Loss: 0.2062 || KD Loss: 0.0487|| 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, 20:48:45 || Estimated Time: 3 days, 0:16:25
2023-07-30 10:32:13,933 semantic_segmentation INFO: Iters: 73170/150000 || Lr: 0.010953 || Task Loss: 0.2248 || KD Loss: 0.0573|| 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: 2 days, 20:49:20 || Estimated Time: 3 days, 0:15:52
2023-07-30 10:32:48,715 semantic_segmentation INFO: Iters: 73180/150000 || Lr: 0.010952 || Task Loss: 0.2708 || KD Loss: 0.0573|| 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, 20:49:55 || Estimated Time: 3 days, 0:15:19
2023-07-30 10:33:23,544 semantic_segmentation INFO: Iters: 73190/150000 || Lr: 0.010950 || Task Loss: 0.1211 || KD Loss: 0.0263|| 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: 2 days, 20:50:30 || Estimated Time: 3 days, 0:14:46
2023-07-30 10:33:58,343 semantic_segmentation INFO: Iters: 73200/150000 || Lr: 0.010949 || Task Loss: 0.1824 || KD Loss: 0.0467|| 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, 20:51:05 || Estimated Time: 3 days, 0:14:13
2023-07-30 10:34:33,269 semantic_segmentation INFO: Iters: 73210/150000 || Lr: 0.010948 || Task Loss: 0.1532 || KD Loss: 0.0329|| 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, 20:51:40 || Estimated Time: 3 days, 0:13:41
2023-07-30 10:35:08,095 semantic_segmentation INFO: Iters: 73220/150000 || Lr: 0.010947 || Task Loss: 0.2134 || KD Loss: 0.0780|| 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, 20:52:14 || Estimated Time: 3 days, 0:13:08
2023-07-30 10:35:42,768 semantic_segmentation INFO: Iters: 73230/150000 || Lr: 0.010945 || Task Loss: 0.1729 || KD Loss: 0.0363|| 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: 2 days, 20:52:49 || Estimated Time: 3 days, 0:12:35
2023-07-30 10:36:17,771 semantic_segmentation INFO: Iters: 73240/150000 || Lr: 0.010944 || Task Loss: 0.2128 || KD Loss: 0.0484|| 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: 2 days, 20:53:24 || Estimated Time: 3 days, 0:12:02
2023-07-30 10:36:52,512 semantic_segmentation INFO: Iters: 73250/150000 || Lr: 0.010943 || Task Loss: 0.1433 || KD Loss: 0.0300|| 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: 2 days, 20:53:59 || Estimated Time: 3 days, 0:11:29
2023-07-30 10:37:27,275 semantic_segmentation INFO: Iters: 73260/150000 || Lr: 0.010941 || Task Loss: 0.1606 || KD Loss: 0.0434|| 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, 20:54:34 || Estimated Time: 3 days, 0:10:56
2023-07-30 10:38:02,462 semantic_segmentation INFO: Iters: 73270/150000 || Lr: 0.010940 || Task Loss: 0.2478 || KD Loss: 0.1386|| 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: 2 days, 20:55:09 || Estimated Time: 3 days, 0:10:24
2023-07-30 10:38:40,452 semantic_segmentation INFO: Iters: 73280/150000 || Lr: 0.010939 || Task Loss: 0.1811 || KD Loss: 0.0512|| 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: 2 days, 20:55:47 || Estimated Time: 3 days, 0:09:54
2023-07-30 10:39:14,956 semantic_segmentation INFO: Iters: 73290/150000 || Lr: 0.010938 || Task Loss: 0.2057 || KD Loss: 0.0613|| 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: 2 days, 20:56:21 || Estimated Time: 3 days, 0:09:21
2023-07-30 10:39:50,031 semantic_segmentation INFO: Iters: 73300/150000 || Lr: 0.010936 || Task Loss: 0.1321 || KD Loss: 0.0273|| 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: 2 days, 20:56:56 || Estimated Time: 3 days, 0:08:49
2023-07-30 10:40:24,708 semantic_segmentation INFO: Iters: 73310/150000 || Lr: 0.010935 || Task Loss: 0.2522 || KD Loss: 0.0592|| 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, 20:57:31 || Estimated Time: 3 days, 0:08:16
2023-07-30 10:40:59,558 semantic_segmentation INFO: Iters: 73320/150000 || Lr: 0.010934 || Task Loss: 0.1997 || KD Loss: 0.0434|| 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: 2 days, 20:58:06 || Estimated Time: 3 days, 0:07:43
2023-07-30 10:41:34,279 semantic_segmentation INFO: Iters: 73330/150000 || Lr: 0.010932 || Task Loss: 0.2026 || KD Loss: 0.0508|| 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, 20:58:41 || Estimated Time: 3 days, 0:07:10
2023-07-30 10:42:09,118 semantic_segmentation INFO: Iters: 73340/150000 || Lr: 0.010931 || Task Loss: 0.1979 || KD Loss: 0.0586|| 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: 2 days, 20:59:15 || Estimated Time: 3 days, 0:06:37
2023-07-30 10:42:44,186 semantic_segmentation INFO: Iters: 73350/150000 || Lr: 0.010930 || Task Loss: 0.1914 || KD Loss: 0.0518|| 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: 2 days, 20:59:51 || Estimated Time: 3 days, 0:06:04
2023-07-30 10:43:18,892 semantic_segmentation INFO: Iters: 73360/150000 || Lr: 0.010929 || Task Loss: 0.2202 || KD Loss: 0.0557|| 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: 2 days, 21:00:25 || Estimated Time: 3 days, 0:05:31
2023-07-30 10:43:53,905 semantic_segmentation INFO: Iters: 73370/150000 || Lr: 0.010927 || Task Loss: 0.2488 || KD Loss: 0.0673|| 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, 21:01:00 || Estimated Time: 3 days, 0:04:59
2023-07-30 10:44:28,703 semantic_segmentation INFO: Iters: 73380/150000 || Lr: 0.010926 || Task Loss: 0.1964 || KD Loss: 0.0788|| 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: 2 days, 21:01:35 || Estimated Time: 3 days, 0:04:26
2023-07-30 10:45:03,436 semantic_segmentation INFO: Iters: 73390/150000 || Lr: 0.010925 || Task Loss: 0.1766 || KD Loss: 0.0428|| 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: 2 days, 21:02:10 || Estimated Time: 3 days, 0:03:53
2023-07-30 10:45:38,249 semantic_segmentation INFO: Iters: 73400/150000 || Lr: 0.010923 || Task Loss: 0.1803 || KD Loss: 0.0578|| 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: 2 days, 21:02:45 || Estimated Time: 3 days, 0:03:20
2023-07-30 10:46:13,176 semantic_segmentation INFO: Iters: 73410/150000 || Lr: 0.010922 || Task Loss: 0.1383 || KD Loss: 0.0314|| 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: 2 days, 21:03:20 || Estimated Time: 3 days, 0:02:47
2023-07-30 10:46:47,967 semantic_segmentation INFO: Iters: 73420/150000 || Lr: 0.010921 || Task Loss: 0.2070 || KD Loss: 0.0451|| 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: 2 days, 21:03:54 || Estimated Time: 3 days, 0:02:14
2023-07-30 10:47:22,859 semantic_segmentation INFO: Iters: 73430/150000 || Lr: 0.010920 || Task Loss: 0.2458 || KD Loss: 0.0522|| 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: 2 days, 21:04:29 || Estimated Time: 3 days, 0:01:41
2023-07-30 10:47:57,650 semantic_segmentation INFO: Iters: 73440/150000 || Lr: 0.010918 || Task Loss: 0.2238 || KD Loss: 0.0587|| 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, 21:05:04 || Estimated Time: 3 days, 0:01:09
2023-07-30 10:48:32,429 semantic_segmentation INFO: Iters: 73450/150000 || Lr: 0.010917 || Task Loss: 0.2230 || KD Loss: 0.1219|| 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, 21:05:39 || Estimated Time: 3 days, 0:00:36
2023-07-30 10:49:07,373 semantic_segmentation INFO: Iters: 73460/150000 || Lr: 0.010916 || Task Loss: 0.1398 || KD Loss: 0.0538|| 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: 2 days, 21:06:14 || Estimated Time: 3 days, 0:00:03
2023-07-30 10:49:42,149 semantic_segmentation INFO: Iters: 73470/150000 || Lr: 0.010914 || Task Loss: 0.2552 || KD Loss: 0.0657|| 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: 2 days, 21:06:49 || Estimated Time: 2 days, 23:59:30
2023-07-30 10:50:17,016 semantic_segmentation INFO: Iters: 73480/150000 || Lr: 0.010913 || Task Loss: 0.2448 || KD Loss: 0.0398|| 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: 2 days, 21:07:23 || Estimated Time: 2 days, 23:58:57
2023-07-30 10:50:51,883 semantic_segmentation INFO: Iters: 73490/150000 || Lr: 0.010912 || Task Loss: 0.2148 || KD Loss: 0.0950|| 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: 2 days, 21:07:58 || Estimated Time: 2 days, 23:58:24
2023-07-30 10:51:26,558 semantic_segmentation INFO: Iters: 73500/150000 || Lr: 0.010911 || Task Loss: 0.1926 || KD Loss: 0.0559|| 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: 2 days, 21:08:33 || Estimated Time: 2 days, 23:57:51
2023-07-30 10:52:01,422 semantic_segmentation INFO: Iters: 73510/150000 || Lr: 0.010909 || Task Loss: 0.3597 || KD Loss: 0.1011|| 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: 2 days, 21:09:08 || Estimated Time: 2 days, 23:57:19
2023-07-30 10:52:36,197 semantic_segmentation INFO: Iters: 73520/150000 || Lr: 0.010908 || Task Loss: 0.2044 || KD Loss: 0.0418|| 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: 2 days, 21:09:43 || Estimated Time: 2 days, 23:56:46
2023-07-30 10:53:10,861 semantic_segmentation INFO: Iters: 73530/150000 || Lr: 0.010907 || Task Loss: 0.1393 || KD Loss: 0.0331|| 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: 2 days, 21:10:17 || Estimated Time: 2 days, 23:56:13
2023-07-30 10:53:45,614 semantic_segmentation INFO: Iters: 73540/150000 || Lr: 0.010905 || Task Loss: 0.1966 || KD Loss: 0.0517|| 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: 2 days, 21:10:52 || Estimated Time: 2 days, 23:55:40
2023-07-30 10:54:20,466 semantic_segmentation INFO: Iters: 73550/150000 || Lr: 0.010904 || Task Loss: 0.2366 || KD Loss: 0.0575|| 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: 2 days, 21:11:27 || Estimated Time: 2 days, 23:55:07
2023-07-30 10:54:55,223 semantic_segmentation INFO: Iters: 73560/150000 || Lr: 0.010903 || Task Loss: 0.2480 || KD Loss: 0.0530|| 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: 2 days, 21:12:02 || Estimated Time: 2 days, 23:54:34
2023-07-30 10:55:29,915 semantic_segmentation INFO: Iters: 73570/150000 || Lr: 0.010902 || Task Loss: 0.2068 || KD Loss: 0.0462|| 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, 21:12:36 || Estimated Time: 2 days, 23:54:01
2023-07-30 10:56:05,154 semantic_segmentation INFO: Iters: 73580/150000 || Lr: 0.010900 || Task Loss: 0.2357 || KD Loss: 0.0756|| 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, 21:13:12 || Estimated Time: 2 days, 23:53:28
2023-07-30 10:56:40,206 semantic_segmentation INFO: Iters: 73590/150000 || Lr: 0.010899 || Task Loss: 0.1550 || KD Loss: 0.0397|| 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: 2 days, 21:13:47 || Estimated Time: 2 days, 23:52:56
2023-07-30 10:57:15,273 semantic_segmentation INFO: Iters: 73600/150000 || Lr: 0.010898 || Task Loss: 0.1825 || KD Loss: 0.0358|| 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, 21:14:22 || Estimated Time: 2 days, 23:52:23
2023-07-30 10:57:15,343 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 10:57:16,277 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.968, mIoU: 0.404
2023-07-30 10:57:16,396 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.503
2023-07-30 10:57:16,512 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.509
2023-07-30 10:57:16,631 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.537
2023-07-30 10:57:16,741 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.531
2023-07-30 10:57:16,853 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.536
2023-07-30 10:57:16,969 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.581
2023-07-30 10:57:17,084 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.624
2023-07-30 10:57:17,199 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.668
2023-07-30 10:57:17,310 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.713
2023-07-30 10:57:17,421 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.720
2023-07-30 10:57:17,530 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.736
2023-07-30 10:57:17,643 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.740
2023-07-30 10:57:17,746 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.725
2023-07-30 10:57:17,849 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.729
2023-07-30 10:57:17,953 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.955, mIoU: 0.718
2023-07-30 10:57:18,057 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.720
2023-07-30 10:57:18,165 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.722
2023-07-30 10:57:18,267 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.732
2023-07-30 10:57:18,371 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.954, mIoU: 0.738
2023-07-30 10:57:18,475 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.738
2023-07-30 10:57:18,579 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.951, mIoU: 0.724
2023-07-30 10:57:18,684 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.726
2023-07-30 10:57:18,788 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.733
2023-07-30 10:57:18,892 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.743
2023-07-30 10:57:18,997 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.744
2023-07-30 10:57:19,106 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.729
2023-07-30 10:57:19,217 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.726
2023-07-30 10:57:19,333 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.728
2023-07-30 10:57:19,454 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.736
2023-07-30 10:57:19,572 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-30 10:57:19,693 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.947, mIoU: 0.732
2023-07-30 10:57:19,804 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-30 10:57:19,917 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-30 10:57:20,027 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-30 10:57:20,148 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-30 10:57:20,268 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.727
2023-07-30 10:57:20,387 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.947, mIoU: 0.727
2023-07-30 10:57:20,503 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-30 10:57:20,621 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-30 10:57:20,733 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-30 10:57:20,841 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.948, mIoU: 0.720
2023-07-30 10:57:20,951 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.948, mIoU: 0.721
2023-07-30 10:57:21,065 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.723
2023-07-30 10:57:21,182 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 10:57:21,301 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 10:57:21,417 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.950, mIoU: 0.722
2023-07-30 10:57:21,531 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-30 10:57:21,642 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.950, mIoU: 0.722
2023-07-30 10:57:21,751 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 10:57:21,861 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.724
2023-07-30 10:57:21,979 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 10:57:22,105 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.949, mIoU: 0.732
2023-07-30 10:57:22,228 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-30 10:57:22,349 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-30 10:57:22,472 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.948, mIoU: 0.736
2023-07-30 10:57:22,595 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.948, mIoU: 0.736
2023-07-30 10:57:22,718 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.949, mIoU: 0.742
2023-07-30 10:57:22,835 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.745
2023-07-30 10:57:22,953 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.948, mIoU: 0.744
2023-07-30 10:57:23,072 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.948, mIoU: 0.746
2023-07-30 10:57:23,191 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.747
2023-07-30 10:57:23,308 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.746
2023-07-30 10:57:23,426 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.749
2023-07-30 10:57:23,544 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.948, mIoU: 0.750
2023-07-30 10:57:23,662 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.947, mIoU: 0.750
2023-07-30 10:57:23,778 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.946, mIoU: 0.749
2023-07-30 10:57:23,894 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-30 10:57:24,010 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.945, mIoU: 0.747
2023-07-30 10:57:24,128 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.945, mIoU: 0.747
2023-07-30 10:57:24,249 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.946, mIoU: 0.747
2023-07-30 10:57:24,369 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.946, mIoU: 0.746
2023-07-30 10:57:24,486 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.946, mIoU: 0.745
2023-07-30 10:57:24,603 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.946, mIoU: 0.745
2023-07-30 10:57:24,722 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.946, mIoU: 0.745
2023-07-30 10:57:24,839 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.946, mIoU: 0.745
2023-07-30 10:57:24,956 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.946, mIoU: 0.744
2023-07-30 10:57:25,072 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.946, mIoU: 0.744
2023-07-30 10:57:25,190 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.946, mIoU: 0.744
2023-07-30 10:57:25,306 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.946, mIoU: 0.745
2023-07-30 10:57:25,422 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.946, mIoU: 0.747
2023-07-30 10:57:25,537 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.946, mIoU: 0.747
2023-07-30 10:57:25,653 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.946, mIoU: 0.746
2023-07-30 10:57:25,769 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.945, mIoU: 0.744
2023-07-30 10:57:25,886 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-30 10:57:26,004 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-30 10:57:26,122 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-30 10:57:26,238 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-30 10:57:26,354 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-30 10:57:26,469 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-30 10:57:26,585 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-30 10:57:26,703 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-30 10:57:26,824 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-30 10:57:26,940 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-30 10:57:27,057 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-30 10:57:27,175 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-30 10:57:27,293 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-30 10:57:27,408 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-30 10:57:27,526 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-30 10:57:27,646 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-30 10:57:27,766 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-30 10:57:27,884 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-30 10:57:28,000 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-30 10:57:28,118 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.940, mIoU: 0.735
2023-07-30 10:57:28,235 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-30 10:57:28,353 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-30 10:57:28,472 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-30 10:57:28,588 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-30 10:57:28,704 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-30 10:57:28,820 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-30 10:57:28,936 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-30 10:57:29,053 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-30 10:57:29,176 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-30 10:57:29,293 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.941, mIoU: 0.735
2023-07-30 10:57:29,408 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-30 10:57:29,523 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.941, mIoU: 0.734
2023-07-30 10:57:29,638 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.941, mIoU: 0.736
2023-07-30 10:57:29,748 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-30 10:57:29,856 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-30 10:57:29,964 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-30 10:57:30,075 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-30 10:57:30,191 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-30 10:57:30,310 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-30 10:57:30,425 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-30 10:57:30,542 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-30 10:57:30,655 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-30 10:57:30,767 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-30 10:57:30,873 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.941, mIoU: 0.743
2023-07-30 10:57:30,984 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-30 10:57:31,101 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.941, mIoU: 0.742
2023-07-30 10:57:31,217 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.942, mIoU: 0.742
2023-07-30 10:57:31,334 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-30 10:57:31,448 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-30 10:57:31,563 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-30 10:57:31,675 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-30 10:57:31,790 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-30 10:57:31,897 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-30 10:57:32,003 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-30 10:57:32,108 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-30 10:57:32,215 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-30 10:57:32,323 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.942, mIoU: 0.740
2023-07-30 10:57:32,450 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.942, mIoU: 0.739
2023-07-30 10:57:32,586 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-30 10:57:32,716 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-30 10:57:32,846 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-30 10:57:32,972 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-30 10:57:33,097 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-30 10:57:33,220 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-30 10:57:33,343 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-30 10:57:33,465 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-30 10:57:33,588 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-30 10:57:33,711 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-30 10:57:33,837 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.942, mIoU: 0.738
2023-07-30 10:57:33,956 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-30 10:57:34,078 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-30 10:57:34,199 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-30 10:57:34,319 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-30 10:57:34,441 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-30 10:57:34,562 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-30 10:57:34,680 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-30 10:57:34,799 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-30 10:57:34,922 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-30 10:57:35,042 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-30 10:57:35,161 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-30 10:57:35,279 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-30 10:57:35,398 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.942, mIoU: 0.735
2023-07-30 10:57:35,518 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.943, mIoU: 0.735
2023-07-30 10:57:35,638 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.943, mIoU: 0.735
2023-07-30 10:57:35,756 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-30 10:57:35,877 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-30 10:57:35,992 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-30 10:57:36,110 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-30 10:57:36,230 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.944, mIoU: 0.735
2023-07-30 10:57:36,346 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.944, mIoU: 0.735
2023-07-30 10:57:36,463 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.944, mIoU: 0.735
2023-07-30 10:57:36,580 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-30 10:57:36,695 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-30 10:57:36,810 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-30 10:57:36,927 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-30 10:57:37,041 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-30 10:57:37,160 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-30 10:57:37,279 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.944, mIoU: 0.734
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2023-07-30 10:58:01,243 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.946, mIoU: 0.731
2023-07-30 10:58:01,359 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.946, mIoU: 0.731
2023-07-30 10:58:01,474 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.946, mIoU: 0.732
2023-07-30 10:58:01,590 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.946, mIoU: 0.732
2023-07-30 10:58:01,705 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.946, mIoU: 0.732
2023-07-30 10:58:01,820 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.947, mIoU: 0.732
2023-07-30 10:58:01,936 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.947, mIoU: 0.732
2023-07-30 10:58:02,055 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.947, mIoU: 0.732
2023-07-30 10:58:02,177 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.947, mIoU: 0.732
2023-07-30 10:58:02,295 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.947, mIoU: 0.732
2023-07-30 10:58:02,409 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-30 10:58:02,523 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-30 10:58:02,638 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-30 10:58:02,755 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-30 10:58:02,874 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-30 10:58:02,991 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-30 10:58:03,108 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-30 10:58:03,222 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-30 10:58:03,337 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-30 10:58:03,452 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-30 10:58:03,572 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.947, mIoU: 0.734
2023-07-30 10:58:03,692 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-30 10:58:03,809 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-30 10:58:03,926 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-30 10:58:04,043 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-30 10:58:04,161 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-30 10:58:04,277 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-30 10:58:04,395 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-30 10:58:04,517 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-30 10:58:04,635 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-30 10:58:04,754 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-30 10:58:04,867 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-30 10:58:04,981 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-30 10:58:05,096 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-30 10:58:05,215 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-30 10:58:05,338 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-30 10:58:05,455 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-30 10:58:05,570 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-30 10:58:05,682 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-30 10:58:05,799 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-30 10:58:05,918 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-30 10:58:06,038 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-30 10:58:06,160 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-30 10:58:06,278 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-30 10:58:06,399 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-30 10:58:06,513 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-30 10:58:06,632 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-30 10:58:06,750 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-30 10:58:06,867 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-30 10:58:06,983 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-30 10:58:07,098 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-30 10:58:07,213 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-30 10:58:07,329 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-30 10:58:07,445 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-30 10:58:07,560 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-30 10:58:07,676 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-30 10:58:07,792 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-30 10:58:07,908 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-30 10:58:08,024 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-30 10:58:08,140 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-30 10:58:08,250 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-30 10:58:08,360 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-30 10:58:08,473 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-30 10:58:08,584 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-30 10:58:08,700 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-30 10:58:08,817 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-30 10:58:08,931 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-30 10:58:09,045 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-30 10:58:09,156 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-30 10:58:09,267 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-30 10:58:09,376 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-30 10:58:09,483 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-30 10:58:09,594 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-30 10:58:09,709 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-30 10:58:09,827 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-30 10:58:09,943 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-30 10:58:10,061 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-30 10:58:10,174 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-30 10:58:10,285 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.950, mIoU: 0.737
2023-07-30 10:58:10,396 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.950, mIoU: 0.737
2023-07-30 10:58:10,502 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.950, mIoU: 0.737
2023-07-30 10:58:10,606 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.950, mIoU: 0.737
2023-07-30 10:58:10,711 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.950, mIoU: 0.737
2023-07-30 10:58:10,816 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.950, mIoU: 0.737
2023-07-30 10:58:10,921 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.950, mIoU: 0.738
2023-07-30 10:58:11,035 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.950, mIoU: 0.738
2023-07-30 10:58:11,153 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.950, mIoU: 0.738
2023-07-30 10:58:11,274 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.950, mIoU: 0.738
2023-07-30 10:58:11,393 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-30 10:58:11,509 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-30 10:58:11,620 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-30 10:58:11,730 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.951, mIoU: 0.739
2023-07-30 10:58:11,839 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.950, mIoU: 0.738
2023-07-30 10:58:11,959 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.950, mIoU: 0.738
2023-07-30 10:58:12,081 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.951, mIoU: 0.738
2023-07-30 10:58:12,205 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.951, mIoU: 0.738
2023-07-30 10:58:12,327 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.951, mIoU: 0.738
2023-07-30 10:58:12,452 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.951, mIoU: 0.738
2023-07-30 10:58:12,574 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.951, mIoU: 0.738
2023-07-30 10:58:12,695 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.951, mIoU: 0.738
2023-07-30 10:58:12,817 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.951, mIoU: 0.738
2023-07-30 10:58:12,939 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.951, mIoU: 0.738
2023-07-30 10:58:13,061 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.951, mIoU: 0.739
2023-07-30 10:58:13,182 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.951, mIoU: 0.739
2023-07-30 10:58:13,301 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.951, mIoU: 0.739
2023-07-30 10:58:13,426 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.951, mIoU: 0.739
2023-07-30 10:58:13,547 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.951, mIoU: 0.738
2023-07-30 10:58:13,668 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.951, mIoU: 0.738
2023-07-30 10:58:13,789 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.951, mIoU: 0.738
2023-07-30 10:58:13,906 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.951, mIoU: 0.738
2023-07-30 10:58:14,024 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.951, mIoU: 0.739
2023-07-30 10:58:14,144 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.951, mIoU: 0.739
2023-07-30 10:58:14,261 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.951, mIoU: 0.739
2023-07-30 10:58:14,380 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.951, mIoU: 0.739
2023-07-30 10:58:14,499 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.951, mIoU: 0.739
2023-07-30 10:58:14,617 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.951, mIoU: 0.739
2023-07-30 10:58:14,737 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.951, mIoU: 0.739
2023-07-30 10:58:14,852 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.951, mIoU: 0.739
2023-07-30 10:58:14,968 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.951, mIoU: 0.739
2023-07-30 10:58:15,083 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.951, mIoU: 0.739
2023-07-30 10:58:15,199 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-30 10:58:15,313 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-30 10:58:15,427 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-30 10:58:15,540 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-30 10:58:15,658 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-30 10:58:50,945 semantic_segmentation INFO: Iters: 73610/150000 || Lr: 0.010896 || Task Loss: 0.2437 || KD Loss: 0.0488|| 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: 2 days, 21:15:57 || Estimated Time: 2 days, 23:52:53
2023-07-30 10:59:25,917 semantic_segmentation INFO: Iters: 73620/150000 || Lr: 0.010895 || Task Loss: 0.1631 || KD Loss: 0.0309|| 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, 21:16:32 || Estimated Time: 2 days, 23:52:21
2023-07-30 11:00:00,907 semantic_segmentation INFO: Iters: 73630/150000 || Lr: 0.010894 || Task Loss: 0.1647 || KD Loss: 0.0419|| 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: 2 days, 21:17:07 || Estimated Time: 2 days, 23:51:48
2023-07-30 11:00:35,682 semantic_segmentation INFO: Iters: 73640/150000 || Lr: 0.010893 || Task Loss: 0.1812 || KD Loss: 0.0494|| 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: 2 days, 21:17:42 || Estimated Time: 2 days, 23:51:15
2023-07-30 11:01:10,827 semantic_segmentation INFO: Iters: 73650/150000 || Lr: 0.010891 || Task Loss: 0.2931 || KD Loss: 0.0501|| 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: 2 days, 21:18:17 || Estimated Time: 2 days, 23:50:42
2023-07-30 11:01:45,911 semantic_segmentation INFO: Iters: 73660/150000 || Lr: 0.010890 || Task Loss: 0.2481 || KD Loss: 0.0625|| 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, 21:18:52 || Estimated Time: 2 days, 23:50:10
2023-07-30 11:02:20,645 semantic_segmentation INFO: Iters: 73670/150000 || Lr: 0.010889 || Task Loss: 0.1161 || KD Loss: 0.0258|| 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, 21:19:27 || Estimated Time: 2 days, 23:49:37
2023-07-30 11:02:55,630 semantic_segmentation INFO: Iters: 73680/150000 || Lr: 0.010887 || Task Loss: 0.3255 || KD Loss: 0.0775|| 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, 21:20:02 || Estimated Time: 2 days, 23:49:04
2023-07-30 11:03:30,526 semantic_segmentation INFO: Iters: 73690/150000 || Lr: 0.010886 || Task Loss: 0.1995 || KD Loss: 0.0417|| 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: 2 days, 21:20:37 || Estimated Time: 2 days, 23:48:31
2023-07-30 11:04:05,578 semantic_segmentation INFO: Iters: 73700/150000 || Lr: 0.010885 || Task Loss: 0.1024 || KD Loss: 0.0406|| 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: 2 days, 21:21:12 || Estimated Time: 2 days, 23:47:59
2023-07-30 11:04:40,468 semantic_segmentation INFO: Iters: 73710/150000 || Lr: 0.010884 || Task Loss: 0.1906 || KD Loss: 0.0375|| 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, 21:21:47 || Estimated Time: 2 days, 23:47:26
2023-07-30 11:05:19,111 semantic_segmentation INFO: Iters: 73720/150000 || Lr: 0.010882 || Task Loss: 0.1356 || KD Loss: 0.0499|| 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, 21:22:25 || Estimated Time: 2 days, 23:46:57
2023-07-30 11:05:54,124 semantic_segmentation INFO: Iters: 73730/150000 || Lr: 0.010881 || Task Loss: 0.2693 || KD Loss: 0.0724|| 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: 2 days, 21:23:00 || Estimated Time: 2 days, 23:46:24
2023-07-30 11:06:29,269 semantic_segmentation INFO: Iters: 73740/150000 || Lr: 0.010880 || Task Loss: 0.2052 || KD Loss: 0.0607|| 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: 2 days, 21:23:36 || Estimated Time: 2 days, 23:45:52
2023-07-30 11:07:04,130 semantic_segmentation INFO: Iters: 73750/150000 || Lr: 0.010878 || Task Loss: 0.1889 || KD Loss: 0.0558|| 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, 21:24:10 || Estimated Time: 2 days, 23:45:19
2023-07-30 11:07:39,010 semantic_segmentation INFO: Iters: 73760/150000 || Lr: 0.010877 || Task Loss: 0.2671 || KD Loss: 0.0597|| 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, 21:24:45 || Estimated Time: 2 days, 23:44:46
2023-07-30 11:08:14,117 semantic_segmentation INFO: Iters: 73770/150000 || Lr: 0.010876 || Task Loss: 0.1589 || KD Loss: 0.0405|| 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, 21:25:20 || Estimated Time: 2 days, 23:44:13
2023-07-30 11:08:49,169 semantic_segmentation INFO: Iters: 73780/150000 || Lr: 0.010875 || Task Loss: 0.2323 || KD Loss: 0.0631|| 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: 2 days, 21:25:56 || Estimated Time: 2 days, 23:43:41
2023-07-30 11:09:24,387 semantic_segmentation INFO: Iters: 73790/150000 || Lr: 0.010873 || Task Loss: 0.1403 || KD Loss: 0.0387|| 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, 21:26:31 || Estimated Time: 2 days, 23:43:08
2023-07-30 11:09:59,291 semantic_segmentation INFO: Iters: 73800/150000 || Lr: 0.010872 || Task Loss: 0.2011 || KD Loss: 0.0477|| 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, 21:27:06 || Estimated Time: 2 days, 23:42:35
2023-07-30 11:10:34,526 semantic_segmentation INFO: Iters: 73810/150000 || Lr: 0.010871 || Task Loss: 0.1981 || KD Loss: 0.0373|| 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: 2 days, 21:27:41 || Estimated Time: 2 days, 23:42:03
2023-07-30 11:11:09,536 semantic_segmentation INFO: Iters: 73820/150000 || Lr: 0.010870 || Task Loss: 0.1710 || KD Loss: 0.0384|| 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, 21:28:16 || Estimated Time: 2 days, 23:41:30
2023-07-30 11:11:44,463 semantic_segmentation INFO: Iters: 73830/150000 || Lr: 0.010868 || Task Loss: 0.2619 || KD Loss: 0.0583|| 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, 21:28:51 || Estimated Time: 2 days, 23:40:57
2023-07-30 11:12:19,384 semantic_segmentation INFO: Iters: 73840/150000 || Lr: 0.010867 || Task Loss: 0.2004 || KD Loss: 0.0472|| 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: 2 days, 21:29:26 || Estimated Time: 2 days, 23:40:25
2023-07-30 11:12:54,518 semantic_segmentation INFO: Iters: 73850/150000 || Lr: 0.010866 || Task Loss: 0.1881 || KD Loss: 0.0570|| 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, 21:30:01 || Estimated Time: 2 days, 23:39:52
2023-07-30 11:13:29,633 semantic_segmentation INFO: Iters: 73860/150000 || Lr: 0.010864 || Task Loss: 0.2583 || KD Loss: 0.0716|| 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: 2 days, 21:30:36 || Estimated Time: 2 days, 23:39:19
2023-07-30 11:14:04,814 semantic_segmentation INFO: Iters: 73870/150000 || Lr: 0.010863 || Task Loss: 0.2641 || KD Loss: 0.0576|| 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: 2 days, 21:31:11 || Estimated Time: 2 days, 23:38:47
2023-07-30 11:14:39,666 semantic_segmentation INFO: Iters: 73880/150000 || Lr: 0.010862 || Task Loss: 0.2387 || KD Loss: 0.0511|| 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, 21:31:46 || Estimated Time: 2 days, 23:38:14
2023-07-30 11:15:14,752 semantic_segmentation INFO: Iters: 73890/150000 || Lr: 0.010861 || Task Loss: 0.2048 || KD Loss: 0.0524|| 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, 21:32:21 || Estimated Time: 2 days, 23:37:41
2023-07-30 11:15:49,731 semantic_segmentation INFO: Iters: 73900/150000 || Lr: 0.010859 || Task Loss: 0.2246 || KD Loss: 0.0585|| 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: 2 days, 21:32:56 || Estimated Time: 2 days, 23:37:08
2023-07-30 11:16:24,906 semantic_segmentation INFO: Iters: 73910/150000 || Lr: 0.010858 || Task Loss: 0.3307 || KD Loss: 0.0805|| 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, 21:33:31 || Estimated Time: 2 days, 23:36:36
2023-07-30 11:16:59,949 semantic_segmentation INFO: Iters: 73920/150000 || Lr: 0.010857 || Task Loss: 0.1670 || KD Loss: 0.0368|| 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, 21:34:06 || Estimated Time: 2 days, 23:36:03
2023-07-30 11:17:35,072 semantic_segmentation INFO: Iters: 73930/150000 || Lr: 0.010855 || Task Loss: 0.1420 || KD Loss: 0.0411|| 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, 21:34:41 || Estimated Time: 2 days, 23:35:31
2023-07-30 11:18:10,109 semantic_segmentation INFO: Iters: 73940/150000 || Lr: 0.010854 || Task Loss: 0.2092 || KD Loss: 0.0547|| 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: 2 days, 21:35:16 || Estimated Time: 2 days, 23:34:58
2023-07-30 11:18:45,192 semantic_segmentation INFO: Iters: 73950/150000 || Lr: 0.010853 || Task Loss: 0.2233 || KD Loss: 0.0704|| 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: 2 days, 21:35:52 || Estimated Time: 2 days, 23:34:25
2023-07-30 11:19:20,084 semantic_segmentation INFO: Iters: 73960/150000 || Lr: 0.010852 || Task Loss: 0.1927 || KD Loss: 0.0481|| 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: 2 days, 21:36:26 || Estimated Time: 2 days, 23:33:53
2023-07-30 11:19:55,126 semantic_segmentation INFO: Iters: 73970/150000 || Lr: 0.010850 || Task Loss: 0.1564 || KD Loss: 0.0447|| 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: 2 days, 21:37:01 || Estimated Time: 2 days, 23:33:20
2023-07-30 11:20:30,249 semantic_segmentation INFO: Iters: 73980/150000 || Lr: 0.010849 || Task Loss: 0.2097 || KD Loss: 0.0518|| 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: 2 days, 21:37:37 || Estimated Time: 2 days, 23:32:47
2023-07-30 11:21:05,521 semantic_segmentation INFO: Iters: 73990/150000 || Lr: 0.010848 || Task Loss: 0.3456 || KD Loss: 0.1481|| 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, 21:38:12 || Estimated Time: 2 days, 23:32:15
2023-07-30 11:21:40,627 semantic_segmentation INFO: Iters: 74000/150000 || Lr: 0.010846 || Task Loss: 0.4904 || KD Loss: 0.2424|| 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: 2 days, 21:38:47 || Estimated Time: 2 days, 23:31:42
2023-07-30 11:22:15,739 semantic_segmentation INFO: Iters: 74010/150000 || Lr: 0.010845 || Task Loss: 0.6088 || KD Loss: 0.3435|| 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: 2 days, 21:39:22 || Estimated Time: 2 days, 23:31:10
2023-07-30 11:22:50,812 semantic_segmentation INFO: Iters: 74020/150000 || Lr: 0.010844 || Task Loss: 0.4416 || KD Loss: 0.1673|| 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: 2 days, 21:39:57 || Estimated Time: 2 days, 23:30:37
2023-07-30 11:23:26,111 semantic_segmentation INFO: Iters: 74030/150000 || Lr: 0.010843 || Task Loss: 0.3544 || KD Loss: 0.1343|| 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: 2 days, 21:40:32 || Estimated Time: 2 days, 23:30:04
2023-07-30 11:24:01,179 semantic_segmentation INFO: Iters: 74040/150000 || Lr: 0.010841 || Task Loss: 0.4941 || KD Loss: 0.1931|| 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: 2 days, 21:41:08 || Estimated Time: 2 days, 23:29:32
2023-07-30 11:24:36,054 semantic_segmentation INFO: Iters: 74050/150000 || Lr: 0.010840 || Task Loss: 0.3221 || KD Loss: 0.1164|| 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: 2 days, 21:41:42 || Estimated Time: 2 days, 23:28:59
2023-07-30 11:25:11,245 semantic_segmentation INFO: Iters: 74060/150000 || Lr: 0.010839 || Task Loss: 0.2400 || KD Loss: 0.0751|| 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: 2 days, 21:42:18 || Estimated Time: 2 days, 23:28:26
2023-07-30 11:25:46,205 semantic_segmentation INFO: Iters: 74070/150000 || Lr: 0.010837 || Task Loss: 0.2502 || KD Loss: 0.0894|| 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, 21:42:53 || Estimated Time: 2 days, 23:27:54
2023-07-30 11:26:21,121 semantic_segmentation INFO: Iters: 74080/150000 || Lr: 0.010836 || Task Loss: 0.2946 || KD Loss: 0.1074|| 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, 21:43:27 || Estimated Time: 2 days, 23:27:21
2023-07-30 11:26:56,523 semantic_segmentation INFO: Iters: 74090/150000 || Lr: 0.010835 || Task Loss: 0.2227 || KD Loss: 0.0917|| 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: 2 days, 21:44:03 || Estimated Time: 2 days, 23:26:48
2023-07-30 11:27:31,380 semantic_segmentation INFO: Iters: 74100/150000 || Lr: 0.010834 || Task Loss: 0.4388 || KD Loss: 0.2592|| 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: 2 days, 21:44:38 || Estimated Time: 2 days, 23:26:16
2023-07-30 11:28:06,492 semantic_segmentation INFO: Iters: 74110/150000 || Lr: 0.010832 || Task Loss: 0.2710 || KD Loss: 0.0659|| 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: 2 days, 21:45:13 || Estimated Time: 2 days, 23:25:43
2023-07-30 11:28:41,681 semantic_segmentation INFO: Iters: 74120/150000 || Lr: 0.010831 || Task Loss: 0.2090 || KD Loss: 0.0540|| 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: 2 days, 21:45:48 || Estimated Time: 2 days, 23:25:10
2023-07-30 11:29:16,636 semantic_segmentation INFO: Iters: 74130/150000 || Lr: 0.010830 || Task Loss: 0.3400 || KD Loss: 0.0952|| 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: 2 days, 21:46:23 || Estimated Time: 2 days, 23:24:38
2023-07-30 11:29:51,454 semantic_segmentation INFO: Iters: 74140/150000 || Lr: 0.010828 || Task Loss: 0.1981 || KD Loss: 0.0719|| 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, 21:46:58 || Estimated Time: 2 days, 23:24:05
2023-07-30 11:30:26,570 semantic_segmentation INFO: Iters: 74150/150000 || Lr: 0.010827 || Task Loss: 0.2299 || KD Loss: 0.0480|| 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: 2 days, 21:47:33 || Estimated Time: 2 days, 23:23:32
2023-07-30 11:31:01,540 semantic_segmentation INFO: Iters: 74160/150000 || Lr: 0.010826 || Task Loss: 0.2502 || KD Loss: 0.0744|| 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: 2 days, 21:48:08 || Estimated Time: 2 days, 23:22:59
2023-07-30 11:31:36,530 semantic_segmentation INFO: Iters: 74170/150000 || Lr: 0.010825 || Task Loss: 0.3573 || KD Loss: 0.0953|| 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: 2 days, 21:48:43 || Estimated Time: 2 days, 23:22:27
2023-07-30 11:32:15,408 semantic_segmentation INFO: Iters: 74180/150000 || Lr: 0.010823 || Task Loss: 0.2081 || KD Loss: 0.0480|| 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: 2 days, 21:49:22 || Estimated Time: 2 days, 23:21:58
2023-07-30 11:32:50,297 semantic_segmentation INFO: Iters: 74190/150000 || Lr: 0.010822 || Task Loss: 0.2340 || KD Loss: 0.0594|| 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: 2 days, 21:49:57 || Estimated Time: 2 days, 23:21:25
2023-07-30 11:33:25,238 semantic_segmentation INFO: Iters: 74200/150000 || Lr: 0.010821 || Task Loss: 0.2740 || KD Loss: 0.0894|| 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, 21:50:32 || Estimated Time: 2 days, 23:20:52
2023-07-30 11:34:00,286 semantic_segmentation INFO: Iters: 74210/150000 || Lr: 0.010819 || Task Loss: 0.2394 || KD Loss: 0.0691|| 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: 2 days, 21:51:07 || Estimated Time: 2 days, 23:20:19
2023-07-30 11:34:35,219 semantic_segmentation INFO: Iters: 74220/150000 || Lr: 0.010818 || Task Loss: 0.1676 || KD Loss: 0.0442|| 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, 21:51:42 || Estimated Time: 2 days, 23:19:47
2023-07-30 11:35:10,107 semantic_segmentation INFO: Iters: 74230/150000 || Lr: 0.010817 || Task Loss: 0.3297 || KD Loss: 0.0992|| 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: 2 days, 21:52:16 || Estimated Time: 2 days, 23:19:14
2023-07-30 11:35:45,357 semantic_segmentation INFO: Iters: 74240/150000 || Lr: 0.010816 || Task Loss: 0.3606 || KD Loss: 0.0960|| 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: 2 days, 21:52:52 || Estimated Time: 2 days, 23:18:41
2023-07-30 11:36:20,191 semantic_segmentation INFO: Iters: 74250/150000 || Lr: 0.010814 || Task Loss: 0.2572 || KD Loss: 0.0660|| 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, 21:53:27 || Estimated Time: 2 days, 23:18:08
2023-07-30 11:36:55,383 semantic_segmentation INFO: Iters: 74260/150000 || Lr: 0.010813 || Task Loss: 0.1937 || KD Loss: 0.0525|| 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: 2 days, 21:54:02 || Estimated Time: 2 days, 23:17:36
2023-07-30 11:37:30,641 semantic_segmentation INFO: Iters: 74270/150000 || Lr: 0.010812 || Task Loss: 0.1708 || KD Loss: 0.0539|| 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: 2 days, 21:54:37 || Estimated Time: 2 days, 23:17:03
2023-07-30 11:38:05,621 semantic_segmentation INFO: Iters: 74280/150000 || Lr: 0.010810 || Task Loss: 0.2681 || KD Loss: 0.0505|| 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: 2 days, 21:55:12 || Estimated Time: 2 days, 23:16:30
2023-07-30 11:38:40,554 semantic_segmentation INFO: Iters: 74290/150000 || Lr: 0.010809 || Task Loss: 0.2300 || KD Loss: 0.0588|| 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: 2 days, 21:55:47 || Estimated Time: 2 days, 23:15:58
2023-07-30 11:39:15,856 semantic_segmentation INFO: Iters: 74300/150000 || Lr: 0.010808 || Task Loss: 0.3069 || KD Loss: 0.0997|| 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: 2 days, 21:56:22 || Estimated Time: 2 days, 23:15:25
2023-07-30 11:39:50,948 semantic_segmentation INFO: Iters: 74310/150000 || Lr: 0.010807 || Task Loss: 0.2030 || KD Loss: 0.0506|| 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: 2 days, 21:56:57 || Estimated Time: 2 days, 23:14:52
2023-07-30 11:40:25,752 semantic_segmentation INFO: Iters: 74320/150000 || Lr: 0.010805 || Task Loss: 0.2501 || KD Loss: 0.0800|| 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: 2 days, 21:57:32 || Estimated Time: 2 days, 23:14:20
2023-07-30 11:41:01,052 semantic_segmentation INFO: Iters: 74330/150000 || Lr: 0.010804 || Task Loss: 0.3593 || KD Loss: 0.1126|| 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: 2 days, 21:58:07 || Estimated Time: 2 days, 23:13:47
2023-07-30 11:41:35,996 semantic_segmentation INFO: Iters: 74340/150000 || Lr: 0.010803 || Task Loss: 0.2203 || KD Loss: 0.0924|| 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: 2 days, 21:58:42 || Estimated Time: 2 days, 23:13:14
2023-07-30 11:42:11,391 semantic_segmentation INFO: Iters: 74350/150000 || Lr: 0.010801 || Task Loss: 0.2218 || KD Loss: 0.0671|| 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: 2 days, 21:59:18 || Estimated Time: 2 days, 23:12:42
2023-07-30 11:42:46,428 semantic_segmentation INFO: Iters: 74360/150000 || Lr: 0.010800 || Task Loss: 0.2750 || KD Loss: 0.1266|| 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: 2 days, 21:59:53 || Estimated Time: 2 days, 23:12:09
2023-07-30 11:43:21,642 semantic_segmentation INFO: Iters: 74370/150000 || Lr: 0.010799 || Task Loss: 0.3052 || KD Loss: 0.1497|| 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: 2 days, 22:00:28 || Estimated Time: 2 days, 23:11:37
2023-07-30 11:43:56,788 semantic_segmentation INFO: Iters: 74380/150000 || Lr: 0.010798 || Task Loss: 0.3489 || KD Loss: 0.1120|| 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: 2 days, 22:01:03 || Estimated Time: 2 days, 23:11:04
2023-07-30 11:44:31,886 semantic_segmentation INFO: Iters: 74390/150000 || Lr: 0.010796 || Task Loss: 0.2596 || KD Loss: 0.0749|| 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: 2 days, 22:01:38 || Estimated Time: 2 days, 23:10:31
2023-07-30 11:45:06,882 semantic_segmentation INFO: Iters: 74400/150000 || Lr: 0.010795 || Task Loss: 0.2536 || KD Loss: 0.0990|| 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: 2 days, 22:02:13 || Estimated Time: 2 days, 23:09:59
2023-07-30 11:45:06,954 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 11:45:08,094 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.968, mIoU: 0.384
2023-07-30 11:45:08,232 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.443
2023-07-30 11:45:08,367 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.472
2023-07-30 11:45:08,481 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.511
2023-07-30 11:45:08,598 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.505
2023-07-30 11:45:08,716 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.506
2023-07-30 11:45:08,831 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.532
2023-07-30 11:45:08,946 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.581
2023-07-30 11:45:09,058 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.608
2023-07-30 11:45:09,171 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.652
2023-07-30 11:45:09,284 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.961, mIoU: 0.651
2023-07-30 11:45:09,396 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.677
2023-07-30 11:45:09,503 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.957, mIoU: 0.666
2023-07-30 11:45:09,609 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.659
2023-07-30 11:45:09,714 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.658
2023-07-30 11:45:09,826 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.950, mIoU: 0.651
2023-07-30 11:45:09,937 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.949, mIoU: 0.652
2023-07-30 11:45:10,055 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.949, mIoU: 0.653
2023-07-30 11:45:10,173 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.660
2023-07-30 11:45:10,290 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.668
2023-07-30 11:45:10,405 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.671
2023-07-30 11:45:10,517 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.941, mIoU: 0.638
2023-07-30 11:45:10,628 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.941, mIoU: 0.640
2023-07-30 11:45:10,736 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.941, mIoU: 0.649
2023-07-30 11:45:10,847 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.938, mIoU: 0.658
2023-07-30 11:45:10,953 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.938, mIoU: 0.659
2023-07-30 11:45:11,069 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.938, mIoU: 0.649
2023-07-30 11:45:11,185 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.936, mIoU: 0.642
2023-07-30 11:45:11,306 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.937, mIoU: 0.653
2023-07-30 11:45:11,427 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.937, mIoU: 0.668
2023-07-30 11:45:11,544 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.937, mIoU: 0.668
2023-07-30 11:45:11,658 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.937, mIoU: 0.666
2023-07-30 11:45:11,769 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.938, mIoU: 0.668
2023-07-30 11:45:11,884 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.938, mIoU: 0.668
2023-07-30 11:45:12,008 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.938, mIoU: 0.670
2023-07-30 11:45:12,128 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.938, mIoU: 0.669
2023-07-30 11:45:12,249 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-30 11:45:12,369 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.937, mIoU: 0.665
2023-07-30 11:45:12,488 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.937, mIoU: 0.659
2023-07-30 11:45:12,606 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.938, mIoU: 0.660
2023-07-30 11:45:12,724 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.659
2023-07-30 11:45:12,843 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.938, mIoU: 0.659
2023-07-30 11:45:12,960 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.939, mIoU: 0.660
2023-07-30 11:45:13,081 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.661
2023-07-30 11:45:13,198 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-30 11:45:13,317 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.940, mIoU: 0.662
2023-07-30 11:45:13,435 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-30 11:45:13,555 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-30 11:45:13,672 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-30 11:45:13,790 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.666
2023-07-30 11:45:13,906 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.666
2023-07-30 11:45:14,022 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.672
2023-07-30 11:45:14,138 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.941, mIoU: 0.673
2023-07-30 11:45:14,256 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.940, mIoU: 0.672
2023-07-30 11:45:14,374 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-30 11:45:14,490 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.938, mIoU: 0.670
2023-07-30 11:45:14,604 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.938, mIoU: 0.670
2023-07-30 11:45:14,721 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.939, mIoU: 0.676
2023-07-30 11:45:14,836 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.938, mIoU: 0.673
2023-07-30 11:45:14,951 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-30 11:45:15,072 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.938, mIoU: 0.675
2023-07-30 11:45:15,190 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.938, mIoU: 0.676
2023-07-30 11:45:15,307 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.938, mIoU: 0.676
2023-07-30 11:45:15,421 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.937, mIoU: 0.676
2023-07-30 11:45:15,537 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.937, mIoU: 0.678
2023-07-30 11:45:15,651 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.937, mIoU: 0.680
2023-07-30 11:45:15,762 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.936, mIoU: 0.679
2023-07-30 11:45:15,878 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.935, mIoU: 0.678
2023-07-30 11:45:15,995 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.935, mIoU: 0.677
2023-07-30 11:45:16,118 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.936, mIoU: 0.677
2023-07-30 11:45:16,234 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.936, mIoU: 0.678
2023-07-30 11:45:16,354 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.936, mIoU: 0.675
2023-07-30 11:45:16,470 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.936, mIoU: 0.673
2023-07-30 11:45:16,585 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.936, mIoU: 0.673
2023-07-30 11:45:16,697 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.936, mIoU: 0.673
2023-07-30 11:45:16,819 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.936, mIoU: 0.670
2023-07-30 11:45:16,938 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.936, mIoU: 0.670
2023-07-30 11:45:17,053 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.936, mIoU: 0.670
2023-07-30 11:45:17,169 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.936, mIoU: 0.670
2023-07-30 11:45:17,284 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.936, mIoU: 0.671
2023-07-30 11:45:17,398 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.936, mIoU: 0.672
2023-07-30 11:45:17,511 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.936, mIoU: 0.672
2023-07-30 11:45:17,630 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.936, mIoU: 0.672
2023-07-30 11:45:17,749 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-30 11:45:17,862 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.932, mIoU: 0.666
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2023-07-30 11:46:03,934 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.943, mIoU: 0.666
2023-07-30 11:46:04,052 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.943, mIoU: 0.666
2023-07-30 11:46:04,169 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.943, mIoU: 0.666
2023-07-30 11:46:04,285 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.943, mIoU: 0.666
2023-07-30 11:46:04,395 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.943, mIoU: 0.666
2023-07-30 11:46:04,504 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.943, mIoU: 0.666
2023-07-30 11:46:04,616 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.943, mIoU: 0.666
2023-07-30 11:46:04,760 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-30 11:46:04,916 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.943, mIoU: 0.666
2023-07-30 11:46:05,060 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-30 11:46:05,199 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-30 11:46:05,336 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-30 11:46:05,471 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-30 11:46:05,602 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-30 11:46:05,736 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.943, mIoU: 0.668
2023-07-30 11:46:05,866 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.943, mIoU: 0.668
2023-07-30 11:46:05,991 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.943, mIoU: 0.668
2023-07-30 11:46:06,115 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.943, mIoU: 0.668
2023-07-30 11:46:06,240 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.943, mIoU: 0.668
2023-07-30 11:46:06,364 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.943, mIoU: 0.668
2023-07-30 11:46:06,488 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.944, mIoU: 0.668
2023-07-30 11:46:06,611 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.943, mIoU: 0.668
2023-07-30 11:46:06,734 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.944, mIoU: 0.668
2023-07-30 11:46:06,857 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.944, mIoU: 0.668
2023-07-30 11:46:42,103 semantic_segmentation INFO: Iters: 74410/150000 || Lr: 0.010794 || Task Loss: 0.1312 || KD Loss: 0.0441|| 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, 22:03:48 || Estimated Time: 2 days, 23:10:27
2023-07-30 11:47:17,474 semantic_segmentation INFO: Iters: 74420/150000 || Lr: 0.010792 || Task Loss: 0.2419 || KD Loss: 0.0622|| 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: 2 days, 22:04:24 || Estimated Time: 2 days, 23:09:55
2023-07-30 11:47:52,631 semantic_segmentation INFO: Iters: 74430/150000 || Lr: 0.010791 || Task Loss: 0.2627 || KD Loss: 0.1557|| 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: 2 days, 22:04:59 || Estimated Time: 2 days, 23:09:22
2023-07-30 11:48:27,807 semantic_segmentation INFO: Iters: 74440/150000 || Lr: 0.010790 || Task Loss: 0.2344 || KD Loss: 0.0708|| 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: 2 days, 22:05:34 || Estimated Time: 2 days, 23:08:49
2023-07-30 11:49:02,839 semantic_segmentation INFO: Iters: 74450/150000 || Lr: 0.010789 || Task Loss: 0.2069 || KD Loss: 0.0532|| 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: 2 days, 22:06:09 || Estimated Time: 2 days, 23:08:17
2023-07-30 11:49:37,889 semantic_segmentation INFO: Iters: 74460/150000 || Lr: 0.010787 || Task Loss: 0.1450 || KD Loss: 0.0525|| 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, 22:06:44 || Estimated Time: 2 days, 23:07:44
2023-07-30 11:50:13,313 semantic_segmentation INFO: Iters: 74470/150000 || Lr: 0.010786 || Task Loss: 0.2088 || KD Loss: 0.0556|| 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: 2 days, 22:07:20 || Estimated Time: 2 days, 23:07:12
2023-07-30 11:50:48,514 semantic_segmentation INFO: Iters: 74480/150000 || Lr: 0.010785 || Task Loss: 0.2026 || KD Loss: 0.0653|| 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, 22:07:55 || Estimated Time: 2 days, 23:06:39
2023-07-30 11:51:23,786 semantic_segmentation INFO: Iters: 74490/150000 || Lr: 0.010783 || Task Loss: 0.2724 || KD Loss: 0.0997|| 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: 2 days, 22:08:30 || Estimated Time: 2 days, 23:06:07
2023-07-30 11:51:58,647 semantic_segmentation INFO: Iters: 74500/150000 || Lr: 0.010782 || Task Loss: 0.2773 || KD Loss: 0.1048|| 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: 2 days, 22:09:05 || Estimated Time: 2 days, 23:05:34
2023-07-30 11:52:33,733 semantic_segmentation INFO: Iters: 74510/150000 || Lr: 0.010781 || Task Loss: 0.2011 || KD Loss: 0.0917|| 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: 2 days, 22:09:40 || Estimated Time: 2 days, 23:05:01
2023-07-30 11:53:08,633 semantic_segmentation INFO: Iters: 74520/150000 || Lr: 0.010780 || Task Loss: 0.2338 || KD Loss: 0.0592|| 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: 2 days, 22:10:15 || Estimated Time: 2 days, 23:04:28
2023-07-30 11:53:43,841 semantic_segmentation INFO: Iters: 74530/150000 || Lr: 0.010778 || Task Loss: 0.1768 || KD Loss: 0.0476|| 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: 2 days, 22:10:50 || Estimated Time: 2 days, 23:03:55
2023-07-30 11:54:19,068 semantic_segmentation INFO: Iters: 74540/150000 || Lr: 0.010777 || Task Loss: 0.2715 || KD Loss: 0.0547|| 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: 2 days, 22:11:25 || Estimated Time: 2 days, 23:03:23
2023-07-30 11:54:54,074 semantic_segmentation INFO: Iters: 74550/150000 || Lr: 0.010776 || Task Loss: 0.3312 || KD Loss: 0.1371|| 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: 2 days, 22:12:00 || Estimated Time: 2 days, 23:02:50
2023-07-30 11:55:29,446 semantic_segmentation INFO: Iters: 74560/150000 || Lr: 0.010774 || Task Loss: 0.2204 || KD Loss: 0.0710|| 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, 22:12:36 || Estimated Time: 2 days, 23:02:18
2023-07-30 11:56:04,552 semantic_segmentation INFO: Iters: 74570/150000 || Lr: 0.010773 || Task Loss: 0.2155 || KD Loss: 0.0556|| 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: 2 days, 22:13:11 || Estimated Time: 2 days, 23:01:45
2023-07-30 11:56:39,627 semantic_segmentation INFO: Iters: 74580/150000 || Lr: 0.010772 || Task Loss: 0.1980 || KD Loss: 0.0516|| 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: 2 days, 22:13:46 || Estimated Time: 2 days, 23:01:12
2023-07-30 11:57:14,729 semantic_segmentation INFO: Iters: 74590/150000 || Lr: 0.010771 || Task Loss: 0.5281 || KD Loss: 0.2918|| 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: 2 days, 22:14:21 || Estimated Time: 2 days, 23:00:40
2023-07-30 11:57:49,617 semantic_segmentation INFO: Iters: 74600/150000 || Lr: 0.010769 || Task Loss: 0.1931 || KD Loss: 0.0631|| 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: 2 days, 22:14:56 || Estimated Time: 2 days, 23:00:07
2023-07-30 11:58:24,589 semantic_segmentation INFO: Iters: 74610/150000 || Lr: 0.010768 || Task Loss: 0.2541 || KD Loss: 0.0836|| 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, 22:15:31 || Estimated Time: 2 days, 22:59:34
2023-07-30 11:59:02,384 semantic_segmentation INFO: Iters: 74620/150000 || Lr: 0.010767 || Task Loss: 0.3056 || KD Loss: 0.0698|| 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: 2 days, 22:16:09 || Estimated Time: 2 days, 22:59:04
2023-07-30 11:59:38,158 semantic_segmentation INFO: Iters: 74630/150000 || Lr: 0.010765 || Task Loss: 0.2677 || KD Loss: 0.0825|| 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: 2 days, 22:16:45 || Estimated Time: 2 days, 22:58:32
2023-07-30 12:00:13,230 semantic_segmentation INFO: Iters: 74640/150000 || Lr: 0.010764 || Task Loss: 0.2482 || KD Loss: 0.0796|| 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: 2 days, 22:17:20 || Estimated Time: 2 days, 22:57:59
2023-07-30 12:00:48,584 semantic_segmentation INFO: Iters: 74650/150000 || Lr: 0.010763 || Task Loss: 0.2132 || KD Loss: 0.0565|| 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: 2 days, 22:17:55 || Estimated Time: 2 days, 22:57:27
2023-07-30 12:01:23,954 semantic_segmentation INFO: Iters: 74660/150000 || Lr: 0.010762 || Task Loss: 0.2512 || KD Loss: 0.0652|| 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: 2 days, 22:18:30 || Estimated Time: 2 days, 22:56:54
2023-07-30 12:01:58,922 semantic_segmentation INFO: Iters: 74670/150000 || Lr: 0.010760 || Task Loss: 0.2892 || KD Loss: 0.0889|| 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: 2 days, 22:19:05 || Estimated Time: 2 days, 22:56:22
2023-07-30 12:02:34,044 semantic_segmentation INFO: Iters: 74680/150000 || Lr: 0.010759 || Task Loss: 0.1794 || KD Loss: 0.0456|| 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, 22:19:40 || Estimated Time: 2 days, 22:55:49
2023-07-30 12:03:09,157 semantic_segmentation INFO: Iters: 74690/150000 || Lr: 0.010758 || Task Loss: 0.2425 || KD Loss: 0.0677|| 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: 2 days, 22:20:16 || Estimated Time: 2 days, 22:55:16
2023-07-30 12:03:44,248 semantic_segmentation INFO: Iters: 74700/150000 || Lr: 0.010756 || Task Loss: 0.3133 || KD Loss: 0.0838|| 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: 2 days, 22:20:51 || Estimated Time: 2 days, 22:54:43
2023-07-30 12:04:19,343 semantic_segmentation INFO: Iters: 74710/150000 || Lr: 0.010755 || Task Loss: 0.2273 || KD Loss: 0.0709|| 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: 2 days, 22:21:26 || Estimated Time: 2 days, 22:54:11
2023-07-30 12:04:54,508 semantic_segmentation INFO: Iters: 74720/150000 || Lr: 0.010754 || Task Loss: 0.2257 || KD Loss: 0.0433|| 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: 2 days, 22:22:01 || Estimated Time: 2 days, 22:53:38
2023-07-30 12:05:29,523 semantic_segmentation INFO: Iters: 74730/150000 || Lr: 0.010753 || Task Loss: 0.1776 || KD Loss: 0.0570|| 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: 2 days, 22:22:36 || Estimated Time: 2 days, 22:53:05
2023-07-30 12:06:04,684 semantic_segmentation INFO: Iters: 74740/150000 || Lr: 0.010751 || Task Loss: 0.1893 || KD Loss: 0.0731|| 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: 2 days, 22:23:11 || Estimated Time: 2 days, 22:52:33
2023-07-30 12:06:39,747 semantic_segmentation INFO: Iters: 74750/150000 || Lr: 0.010750 || Task Loss: 0.1642 || KD Loss: 0.0415|| 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: 2 days, 22:23:46 || Estimated Time: 2 days, 22:52:00
2023-07-30 12:07:14,873 semantic_segmentation INFO: Iters: 74760/150000 || Lr: 0.010749 || Task Loss: 0.1411 || KD Loss: 0.0418|| 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: 2 days, 22:24:21 || Estimated Time: 2 days, 22:51:27
2023-07-30 12:07:49,951 semantic_segmentation INFO: Iters: 74770/150000 || Lr: 0.010747 || Task Loss: 0.2525 || KD Loss: 0.0788|| 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: 2 days, 22:24:56 || Estimated Time: 2 days, 22:50:55
2023-07-30 12:08:24,975 semantic_segmentation INFO: Iters: 74780/150000 || Lr: 0.010746 || Task Loss: 0.1992 || KD Loss: 0.0561|| 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, 22:25:31 || Estimated Time: 2 days, 22:50:22
2023-07-30 12:09:00,615 semantic_segmentation INFO: Iters: 74790/150000 || Lr: 0.010745 || Task Loss: 0.2000 || KD Loss: 0.0538|| 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, 22:26:07 || Estimated Time: 2 days, 22:49:50
2023-07-30 12:09:35,520 semantic_segmentation INFO: Iters: 74800/150000 || Lr: 0.010744 || Task Loss: 0.2186 || KD Loss: 0.0594|| 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, 22:26:42 || Estimated Time: 2 days, 22:49:17
2023-07-30 12:10:10,724 semantic_segmentation INFO: Iters: 74810/150000 || Lr: 0.010742 || Task Loss: 0.1592 || KD Loss: 0.0408|| 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: 2 days, 22:27:17 || Estimated Time: 2 days, 22:48:44
2023-07-30 12:10:45,561 semantic_segmentation INFO: Iters: 74820/150000 || Lr: 0.010741 || Task Loss: 0.2593 || KD Loss: 0.1061|| 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: 2 days, 22:27:52 || Estimated Time: 2 days, 22:48:11
2023-07-30 12:11:20,919 semantic_segmentation INFO: Iters: 74830/150000 || Lr: 0.010740 || Task Loss: 0.1814 || KD Loss: 0.0363|| 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: 2 days, 22:28:27 || Estimated Time: 2 days, 22:47:39
2023-07-30 12:11:56,037 semantic_segmentation INFO: Iters: 74840/150000 || Lr: 0.010738 || Task Loss: 0.1700 || KD Loss: 0.0522|| 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, 22:29:02 || Estimated Time: 2 days, 22:47:06
2023-07-30 12:12:31,622 semantic_segmentation INFO: Iters: 74850/150000 || Lr: 0.010737 || Task Loss: 0.2393 || KD Loss: 0.0633|| 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: 2 days, 22:29:38 || Estimated Time: 2 days, 22:46:34
2023-07-30 12:13:06,848 semantic_segmentation INFO: Iters: 74860/150000 || Lr: 0.010736 || Task Loss: 0.2200 || KD Loss: 0.0499|| 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, 22:30:13 || Estimated Time: 2 days, 22:46:01
2023-07-30 12:13:41,786 semantic_segmentation INFO: Iters: 74870/150000 || Lr: 0.010735 || Task Loss: 0.1827 || KD Loss: 0.0444|| 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, 22:30:48 || Estimated Time: 2 days, 22:45:28
2023-07-30 12:14:17,327 semantic_segmentation INFO: Iters: 74880/150000 || Lr: 0.010733 || Task Loss: 0.2719 || KD Loss: 0.0727|| 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: 2 days, 22:31:24 || Estimated Time: 2 days, 22:44:56
2023-07-30 12:14:52,603 semantic_segmentation INFO: Iters: 74890/150000 || Lr: 0.010732 || Task Loss: 0.1685 || KD Loss: 0.0538|| 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: 2 days, 22:31:59 || Estimated Time: 2 days, 22:44:24
2023-07-30 12:15:27,767 semantic_segmentation INFO: Iters: 74900/150000 || Lr: 0.010731 || Task Loss: 0.1987 || KD Loss: 0.0626|| 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: 2 days, 22:32:34 || Estimated Time: 2 days, 22:43:51
2023-07-30 12:16:02,984 semantic_segmentation INFO: Iters: 74910/150000 || Lr: 0.010729 || Task Loss: 0.1901 || KD Loss: 0.0908|| 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: 2 days, 22:33:09 || Estimated Time: 2 days, 22:43:18
2023-07-30 12:16:38,235 semantic_segmentation INFO: Iters: 74920/150000 || Lr: 0.010728 || Task Loss: 0.3257 || KD Loss: 0.1011|| 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: 2 days, 22:33:45 || Estimated Time: 2 days, 22:42:46
2023-07-30 12:17:13,530 semantic_segmentation INFO: Iters: 74930/150000 || Lr: 0.010727 || Task Loss: 0.1517 || KD Loss: 0.0484|| 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: 2 days, 22:34:20 || Estimated Time: 2 days, 22:42:13
2023-07-30 12:17:48,652 semantic_segmentation INFO: Iters: 74940/150000 || Lr: 0.010726 || Task Loss: 0.1635 || KD Loss: 0.0435|| 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: 2 days, 22:34:55 || Estimated Time: 2 days, 22:41:41
2023-07-30 12:18:23,696 semantic_segmentation INFO: Iters: 74950/150000 || Lr: 0.010724 || Task Loss: 0.1783 || KD Loss: 0.0370|| 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, 22:35:30 || Estimated Time: 2 days, 22:41:08
2023-07-30 12:18:59,071 semantic_segmentation INFO: Iters: 74960/150000 || Lr: 0.010723 || Task Loss: 0.2445 || KD Loss: 0.0771|| 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: 2 days, 22:36:05 || Estimated Time: 2 days, 22:40:35
2023-07-30 12:19:34,368 semantic_segmentation INFO: Iters: 74970/150000 || Lr: 0.010722 || Task Loss: 0.1594 || KD Loss: 0.0773|| 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, 22:36:41 || Estimated Time: 2 days, 22:40:03
2023-07-30 12:20:09,518 semantic_segmentation INFO: Iters: 74980/150000 || Lr: 0.010720 || Task Loss: 0.1728 || KD Loss: 0.0412|| 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: 2 days, 22:37:16 || Estimated Time: 2 days, 22:39:30
2023-07-30 12:20:44,861 semantic_segmentation INFO: Iters: 74990/150000 || Lr: 0.010719 || Task Loss: 0.2327 || KD Loss: 0.0637|| 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: 2 days, 22:37:51 || Estimated Time: 2 days, 22:38:58
2023-07-30 12:21:20,131 semantic_segmentation INFO: Iters: 75000/150000 || Lr: 0.010718 || Task Loss: 0.3601 || KD Loss: 0.1792|| 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, 22:38:26 || Estimated Time: 2 days, 22:38:25
2023-07-30 12:21:55,173 semantic_segmentation INFO: Iters: 75010/150000 || Lr: 0.010717 || Task Loss: 0.2239 || KD Loss: 0.0902|| 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: 2 days, 22:39:02 || Estimated Time: 2 days, 22:37:52
2023-07-30 12:22:30,429 semantic_segmentation INFO: Iters: 75020/150000 || Lr: 0.010715 || Task Loss: 0.3902 || KD Loss: 0.1088|| 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 days, 22:39:37 || Estimated Time: 2 days, 22:37:20
2023-07-30 12:23:05,288 semantic_segmentation INFO: Iters: 75030/150000 || Lr: 0.010714 || Task Loss: 0.1696 || KD Loss: 0.0366|| 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: 2 days, 22:40:12 || Estimated Time: 2 days, 22:36:47
2023-07-30 12:23:40,718 semantic_segmentation INFO: Iters: 75040/150000 || Lr: 0.010713 || Task Loss: 0.1810 || KD Loss: 0.0458|| 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: 2 days, 22:40:47 || Estimated Time: 2 days, 22:36:15
2023-07-30 12:24:15,669 semantic_segmentation INFO: Iters: 75050/150000 || Lr: 0.010711 || Task Loss: 0.2789 || KD Loss: 0.1417|| 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, 22:41:22 || Estimated Time: 2 days, 22:35:42
2023-07-30 12:24:50,729 semantic_segmentation INFO: Iters: 75060/150000 || Lr: 0.010710 || Task Loss: 0.1955 || KD Loss: 0.0571|| 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, 22:41:57 || Estimated Time: 2 days, 22:35:09
2023-07-30 12:25:25,785 semantic_segmentation INFO: Iters: 75070/150000 || Lr: 0.010709 || Task Loss: 0.1894 || KD Loss: 0.0509|| 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, 22:42:32 || Estimated Time: 2 days, 22:34:36
2023-07-30 12:26:04,026 semantic_segmentation INFO: Iters: 75080/150000 || Lr: 0.010708 || Task Loss: 0.1870 || KD Loss: 0.0425|| 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: 2 days, 22:43:10 || Estimated Time: 2 days, 22:34:06
2023-07-30 12:26:39,714 semantic_segmentation INFO: Iters: 75090/150000 || Lr: 0.010706 || Task Loss: 0.1785 || KD Loss: 0.0631|| 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, 22:43:46 || Estimated Time: 2 days, 22:33:34
2023-07-30 12:27:14,979 semantic_segmentation INFO: Iters: 75100/150000 || Lr: 0.010705 || Task Loss: 0.2660 || KD Loss: 0.0590|| 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, 22:44:21 || Estimated Time: 2 days, 22:33:02
2023-07-30 12:27:50,270 semantic_segmentation INFO: Iters: 75110/150000 || Lr: 0.010704 || Task Loss: 0.2522 || KD Loss: 0.0583|| 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: 2 days, 22:44:57 || Estimated Time: 2 days, 22:32:29
2023-07-30 12:28:25,248 semantic_segmentation INFO: Iters: 75120/150000 || Lr: 0.010702 || Task Loss: 0.2746 || KD Loss: 0.0751|| 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: 2 days, 22:45:32 || Estimated Time: 2 days, 22:31:57
2023-07-30 12:29:00,402 semantic_segmentation INFO: Iters: 75130/150000 || Lr: 0.010701 || Task Loss: 0.2428 || KD Loss: 0.0911|| 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: 2 days, 22:46:07 || Estimated Time: 2 days, 22:31:24
2023-07-30 12:29:35,474 semantic_segmentation INFO: Iters: 75140/150000 || Lr: 0.010700 || Task Loss: 0.2148 || KD Loss: 0.0746|| 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: 2 days, 22:46:42 || Estimated Time: 2 days, 22:30:51
2023-07-30 12:30:10,509 semantic_segmentation INFO: Iters: 75150/150000 || Lr: 0.010699 || Task Loss: 0.2092 || KD Loss: 0.0607|| 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: 2 days, 22:47:17 || Estimated Time: 2 days, 22:30:18
2023-07-30 12:30:45,848 semantic_segmentation INFO: Iters: 75160/150000 || Lr: 0.010697 || Task Loss: 0.2084 || KD Loss: 0.0648|| 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: 2 days, 22:47:52 || Estimated Time: 2 days, 22:29:46
2023-07-30 12:31:20,979 semantic_segmentation INFO: Iters: 75170/150000 || Lr: 0.010696 || Task Loss: 0.1585 || KD Loss: 0.0468|| 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: 2 days, 22:48:27 || Estimated Time: 2 days, 22:29:13
2023-07-30 12:31:56,280 semantic_segmentation INFO: Iters: 75180/150000 || Lr: 0.010695 || Task Loss: 0.1838 || KD Loss: 0.0411|| 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: 2 days, 22:49:03 || Estimated Time: 2 days, 22:28:41
2023-07-30 12:32:31,235 semantic_segmentation INFO: Iters: 75190/150000 || Lr: 0.010693 || Task Loss: 0.1438 || KD Loss: 0.0357|| 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, 22:49:38 || Estimated Time: 2 days, 22:28:08
2023-07-30 12:33:06,595 semantic_segmentation INFO: Iters: 75200/150000 || Lr: 0.010692 || Task Loss: 0.1662 || KD Loss: 0.0673|| 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, 22:50:13 || Estimated Time: 2 days, 22:27:35
2023-07-30 12:33:06,664 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 12:33:07,522 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.405
2023-07-30 12:33:07,652 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.501
2023-07-30 12:33:07,773 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.504
2023-07-30 12:33:07,888 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.535
2023-07-30 12:33:08,007 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.529
2023-07-30 12:33:08,121 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.531
2023-07-30 12:33:08,236 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.565
2023-07-30 12:33:08,350 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.614
2023-07-30 12:33:08,469 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.660
2023-07-30 12:33:08,590 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.711
2023-07-30 12:33:08,705 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.718
2023-07-30 12:33:08,823 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.728
2023-07-30 12:33:08,935 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.729
2023-07-30 12:33:09,048 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.714
2023-07-30 12:33:09,156 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.954, mIoU: 0.688
2023-07-30 12:33:09,262 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.952, mIoU: 0.678
2023-07-30 12:33:09,368 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.952, mIoU: 0.678
2023-07-30 12:33:09,476 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.682
2023-07-30 12:33:09,582 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.951, mIoU: 0.689
2023-07-30 12:33:09,703 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.696
2023-07-30 12:33:09,827 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.952, mIoU: 0.699
2023-07-30 12:33:09,950 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.704
2023-07-30 12:33:10,071 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 12:33:10,192 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-30 12:33:10,314 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.721
2023-07-30 12:33:10,433 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.722
2023-07-30 12:33:10,554 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.705
2023-07-30 12:33:10,674 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.700
2023-07-30 12:33:10,791 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.704
2023-07-30 12:33:10,910 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.704
2023-07-30 12:33:11,030 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.703
2023-07-30 12:33:11,147 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.700
2023-07-30 12:33:11,264 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.944, mIoU: 0.702
2023-07-30 12:33:11,382 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.944, mIoU: 0.701
2023-07-30 12:33:11,501 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.697
2023-07-30 12:33:11,618 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 12:33:11,734 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-30 12:33:11,851 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-30 12:33:11,969 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.943, mIoU: 0.693
2023-07-30 12:33:12,091 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-30 12:33:12,206 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.694
2023-07-30 12:33:12,323 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.694
2023-07-30 12:33:12,438 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-30 12:33:12,556 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.696
2023-07-30 12:33:12,673 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.695
2023-07-30 12:33:12,790 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.945, mIoU: 0.695
2023-07-30 12:33:12,907 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.946, mIoU: 0.696
2023-07-30 12:33:13,023 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.946, mIoU: 0.694
2023-07-30 12:33:13,139 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.696
2023-07-30 12:33:13,255 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.947, mIoU: 0.698
2023-07-30 12:33:13,372 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.947, mIoU: 0.699
2023-07-30 12:33:13,490 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.947, mIoU: 0.708
2023-07-30 12:33:13,607 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.946, mIoU: 0.710
2023-07-30 12:33:13,722 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-30 12:33:13,838 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-30 12:33:13,953 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.945, mIoU: 0.715
2023-07-30 12:33:14,066 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.945, mIoU: 0.716
2023-07-30 12:33:14,179 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.722
2023-07-30 12:33:14,290 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.946, mIoU: 0.723
2023-07-30 12:33:14,403 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.945, mIoU: 0.721
2023-07-30 12:33:14,520 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.945, mIoU: 0.722
2023-07-30 12:33:14,639 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.945, mIoU: 0.723
2023-07-30 12:33:14,758 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.944, mIoU: 0.722
2023-07-30 12:33:14,873 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.944, mIoU: 0.724
2023-07-30 12:33:14,987 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.944, mIoU: 0.727
2023-07-30 12:33:15,094 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.944, mIoU: 0.727
2023-07-30 12:33:15,205 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.943, mIoU: 0.726
2023-07-30 12:33:15,321 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.943, mIoU: 0.727
2023-07-30 12:33:15,437 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.943, mIoU: 0.726
2023-07-30 12:33:15,560 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.943, mIoU: 0.726
2023-07-30 12:33:15,675 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.944, mIoU: 0.726
2023-07-30 12:33:15,788 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.944, mIoU: 0.726
2023-07-30 12:33:15,904 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.944, mIoU: 0.726
2023-07-30 12:33:16,018 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.944, mIoU: 0.725
2023-07-30 12:33:16,124 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.944, mIoU: 0.726
2023-07-30 12:33:16,234 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.944, mIoU: 0.725
2023-07-30 12:33:16,344 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.944, mIoU: 0.725
2023-07-30 12:33:16,457 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.944, mIoU: 0.724
2023-07-30 12:33:16,581 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.944, mIoU: 0.724
2023-07-30 12:33:16,699 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.944, mIoU: 0.726
2023-07-30 12:33:16,818 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.944, mIoU: 0.727
2023-07-30 12:33:16,933 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.944, mIoU: 0.726
2023-07-30 12:33:17,045 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.944, mIoU: 0.726
2023-07-30 12:33:17,157 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.943, mIoU: 0.723
2023-07-30 12:33:17,272 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.941, mIoU: 0.718
2023-07-30 12:33:17,392 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.941, mIoU: 0.719
2023-07-30 12:33:17,509 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.941, mIoU: 0.719
2023-07-30 12:33:17,629 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.941, mIoU: 0.719
2023-07-30 12:33:17,745 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.941, mIoU: 0.719
2023-07-30 12:33:17,862 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.941, mIoU: 0.719
2023-07-30 12:33:17,973 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.942, mIoU: 0.720
2023-07-30 12:33:18,084 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-30 12:33:18,200 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-30 12:33:18,320 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.942, mIoU: 0.727
2023-07-30 12:33:18,436 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.942, mIoU: 0.727
2023-07-30 12:33:18,549 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.942, mIoU: 0.727
2023-07-30 12:33:18,666 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.942, mIoU: 0.728
2023-07-30 12:33:18,773 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.942, mIoU: 0.728
2023-07-30 12:33:18,882 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.942, mIoU: 0.728
2023-07-30 12:33:18,988 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-30 12:33:19,101 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-30 12:33:19,215 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-30 12:33:19,333 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-30 12:33:19,450 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-30 12:33:19,566 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.940, mIoU: 0.726
2023-07-30 12:33:19,684 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.941, mIoU: 0.726
2023-07-30 12:33:19,796 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.941, mIoU: 0.726
2023-07-30 12:33:19,908 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-30 12:33:20,014 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-30 12:33:20,120 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-30 12:33:20,226 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-30 12:33:20,337 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-30 12:33:20,450 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-30 12:33:20,567 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-30 12:33:20,689 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.941, mIoU: 0.726
2023-07-30 12:33:20,805 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.941, mIoU: 0.726
2023-07-30 12:33:20,919 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.941, mIoU: 0.724
2023-07-30 12:33:21,027 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.941, mIoU: 0.725
2023-07-30 12:33:21,134 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.941, mIoU: 0.726
2023-07-30 12:33:21,242 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.941, mIoU: 0.725
2023-07-30 12:33:21,355 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.941, mIoU: 0.725
2023-07-30 12:33:21,472 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.941, mIoU: 0.725
2023-07-30 12:33:21,590 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.941, mIoU: 0.724
2023-07-30 12:33:21,711 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-30 12:33:21,829 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-30 12:33:21,943 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.941, mIoU: 0.728
2023-07-30 12:33:22,051 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.941, mIoU: 0.729
2023-07-30 12:33:22,160 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.941, mIoU: 0.729
2023-07-30 12:33:22,263 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-30 12:33:22,368 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-30 12:33:22,473 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-30 12:33:22,579 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.941, mIoU: 0.727
2023-07-30 12:33:22,687 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.942, mIoU: 0.727
2023-07-30 12:33:22,798 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.942, mIoU: 0.727
2023-07-30 12:33:22,915 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.942, mIoU: 0.726
2023-07-30 12:33:23,035 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.942, mIoU: 0.726
2023-07-30 12:33:23,157 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.942, mIoU: 0.726
2023-07-30 12:33:23,275 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.942, mIoU: 0.725
2023-07-30 12:33:23,391 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.942, mIoU: 0.725
2023-07-30 12:33:23,502 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.942, mIoU: 0.726
2023-07-30 12:33:23,623 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.942, mIoU: 0.726
2023-07-30 12:33:23,752 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.942, mIoU: 0.725
2023-07-30 12:33:23,880 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.942, mIoU: 0.725
2023-07-30 12:33:24,008 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.942, mIoU: 0.724
2023-07-30 12:33:24,134 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.942, mIoU: 0.724
2023-07-30 12:33:24,259 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.942, mIoU: 0.725
2023-07-30 12:33:24,385 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.942, mIoU: 0.725
2023-07-30 12:33:24,510 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.942, mIoU: 0.725
2023-07-30 12:33:24,634 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.942, mIoU: 0.724
2023-07-30 12:33:24,762 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.942, mIoU: 0.724
2023-07-30 12:33:24,888 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.942, mIoU: 0.724
2023-07-30 12:33:25,014 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.942, mIoU: 0.725
2023-07-30 12:33:25,137 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.942, mIoU: 0.724
2023-07-30 12:33:25,259 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.942, mIoU: 0.725
2023-07-30 12:33:25,384 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.942, mIoU: 0.725
2023-07-30 12:33:25,510 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.942, mIoU: 0.726
2023-07-30 12:33:25,633 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.942, mIoU: 0.726
2023-07-30 12:33:25,757 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.942, mIoU: 0.726
2023-07-30 12:33:25,879 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.942, mIoU: 0.725
2023-07-30 12:33:26,001 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.942, mIoU: 0.725
2023-07-30 12:33:26,123 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.942, mIoU: 0.724
2023-07-30 12:33:26,245 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.942, mIoU: 0.722
2023-07-30 12:33:26,363 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.942, mIoU: 0.722
2023-07-30 12:33:26,482 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.942, mIoU: 0.722
2023-07-30 12:33:26,602 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.942, mIoU: 0.722
2023-07-30 12:33:26,724 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.942, mIoU: 0.722
2023-07-30 12:33:26,845 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.942, mIoU: 0.722
2023-07-30 12:33:26,962 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.942, mIoU: 0.722
2023-07-30 12:33:27,079 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.942, mIoU: 0.722
2023-07-30 12:33:27,197 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.942, mIoU: 0.722
2023-07-30 12:33:27,316 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.942, mIoU: 0.723
2023-07-30 12:33:27,436 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.943, mIoU: 0.723
2023-07-30 12:33:27,554 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.943, mIoU: 0.722
2023-07-30 12:33:27,672 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.943, mIoU: 0.722
2023-07-30 12:33:27,794 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.943, mIoU: 0.722
2023-07-30 12:33:27,911 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.943, mIoU: 0.722
2023-07-30 12:33:28,028 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.943, mIoU: 0.722
2023-07-30 12:33:28,145 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.943, mIoU: 0.722
2023-07-30 12:33:28,263 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.942, mIoU: 0.722
2023-07-30 12:33:28,380 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.943, mIoU: 0.722
2023-07-30 12:33:28,496 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.943, mIoU: 0.722
2023-07-30 12:33:28,612 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.943, mIoU: 0.722
2023-07-30 12:33:28,729 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.943, mIoU: 0.721
2023-07-30 12:33:28,850 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.943, mIoU: 0.722
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2023-07-30 12:33:51,985 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-30 12:33:52,103 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-30 12:33:52,221 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-30 12:33:52,338 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-30 12:33:52,456 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.946, mIoU: 0.717
2023-07-30 12:33:52,572 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.946, mIoU: 0.717
2023-07-30 12:33:52,690 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.946, mIoU: 0.717
2023-07-30 12:33:52,802 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.946, mIoU: 0.717
2023-07-30 12:33:52,921 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.946, mIoU: 0.718
2023-07-30 12:33:53,038 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.946, mIoU: 0.717
2023-07-30 12:33:53,154 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.946, mIoU: 0.717
2023-07-30 12:33:53,270 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.946, mIoU: 0.717
2023-07-30 12:33:53,385 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.946, mIoU: 0.718
2023-07-30 12:33:53,496 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.946, mIoU: 0.718
2023-07-30 12:33:53,606 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.946, mIoU: 0.718
2023-07-30 12:33:53,720 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.946, mIoU: 0.718
2023-07-30 12:33:53,837 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.947, mIoU: 0.718
2023-07-30 12:33:53,955 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.947, mIoU: 0.718
2023-07-30 12:33:54,070 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.947, mIoU: 0.718
2023-07-30 12:33:54,187 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.947, mIoU: 0.718
2023-07-30 12:33:54,302 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.947, mIoU: 0.718
2023-07-30 12:33:54,417 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.947, mIoU: 0.718
2023-07-30 12:33:54,530 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.947, mIoU: 0.718
2023-07-30 12:33:54,640 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.947, mIoU: 0.718
2023-07-30 12:33:54,754 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.947, mIoU: 0.718
2023-07-30 12:33:54,876 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.947, mIoU: 0.718
2023-07-30 12:33:54,995 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.947, mIoU: 0.718
2023-07-30 12:33:55,112 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.947, mIoU: 0.719
2023-07-30 12:33:55,234 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.947, mIoU: 0.719
2023-07-30 12:33:55,349 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.947, mIoU: 0.719
2023-07-30 12:33:55,464 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.947, mIoU: 0.719
2023-07-30 12:33:55,582 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-30 12:33:55,702 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-30 12:33:55,818 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.947, mIoU: 0.719
2023-07-30 12:33:55,934 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.947, mIoU: 0.719
2023-07-30 12:33:56,044 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-30 12:33:56,153 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-30 12:33:56,260 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-30 12:33:56,381 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-30 12:33:56,507 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-30 12:33:56,631 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.948, mIoU: 0.720
2023-07-30 12:33:56,753 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.948, mIoU: 0.720
2023-07-30 12:33:56,875 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.948, mIoU: 0.720
2023-07-30 12:33:56,996 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.948, mIoU: 0.720
2023-07-30 12:33:57,116 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.948, mIoU: 0.720
2023-07-30 12:33:57,239 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.948, mIoU: 0.720
2023-07-30 12:33:57,363 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.948, mIoU: 0.720
2023-07-30 12:33:57,483 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.948, mIoU: 0.720
2023-07-30 12:33:57,602 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.948, mIoU: 0.720
2023-07-30 12:33:57,721 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.948, mIoU: 0.720
2023-07-30 12:33:57,841 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.948, mIoU: 0.720
2023-07-30 12:33:57,960 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.948, mIoU: 0.720
2023-07-30 12:33:58,079 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.948, mIoU: 0.720
2023-07-30 12:33:58,204 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.948, mIoU: 0.720
2023-07-30 12:33:58,321 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 12:33:58,441 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 12:33:58,561 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 12:33:58,680 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 12:33:58,796 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 12:33:58,914 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 12:33:59,032 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 12:33:59,148 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 12:33:59,268 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 12:33:59,389 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 12:33:59,507 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 12:33:59,625 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 12:33:59,740 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 12:33:59,857 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 12:33:59,974 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 12:34:00,091 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 12:34:00,210 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 12:34:00,326 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 12:34:00,443 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.950, mIoU: 0.721
2023-07-30 12:34:00,557 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.950, mIoU: 0.721
2023-07-30 12:34:00,675 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.950, mIoU: 0.721
2023-07-30 12:34:00,793 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.950, mIoU: 0.721
2023-07-30 12:34:00,909 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.950, mIoU: 0.721
2023-07-30 12:34:01,026 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.950, mIoU: 0.721
2023-07-30 12:34:01,143 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.950, mIoU: 0.722
2023-07-30 12:34:01,261 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.950, mIoU: 0.722
2023-07-30 12:34:01,377 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.950, mIoU: 0.722
2023-07-30 12:34:01,492 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.950, mIoU: 0.722
2023-07-30 12:34:01,602 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:01,718 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:01,837 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:01,953 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:02,070 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:02,185 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:02,303 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:02,418 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:02,538 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:02,659 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:02,776 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:02,896 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:03,011 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:03,127 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:03,244 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:03,364 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:03,485 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:03,605 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:03,724 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:03,839 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:03,955 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:04,071 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:04,189 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:04,311 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:04,431 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:04,546 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.951, mIoU: 0.723
2023-07-30 12:34:04,660 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 12:34:04,776 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.950, mIoU: 0.724
2023-07-30 12:34:04,896 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.951, mIoU: 0.724
2023-07-30 12:34:05,014 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.951, mIoU: 0.724
2023-07-30 12:34:05,131 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.951, mIoU: 0.724
2023-07-30 12:34:05,246 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.951, mIoU: 0.724
2023-07-30 12:34:05,366 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.951, mIoU: 0.724
2023-07-30 12:34:05,474 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.951, mIoU: 0.724
2023-07-30 12:34:05,581 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.951, mIoU: 0.724
2023-07-30 12:34:05,685 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.951, mIoU: 0.724
2023-07-30 12:34:05,790 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.951, mIoU: 0.724
2023-07-30 12:34:05,896 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.951, mIoU: 0.724
2023-07-30 12:34:06,003 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.951, mIoU: 0.724
2023-07-30 12:34:06,112 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.951, mIoU: 0.724
2023-07-30 12:34:06,226 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.951, mIoU: 0.724
2023-07-30 12:34:41,873 semantic_segmentation INFO: Iters: 75210/150000 || Lr: 0.010691 || Task Loss: 0.1897 || KD Loss: 0.0482|| 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: 2 days, 22:51:48 || Estimated Time: 2 days, 22:28:02
2023-07-30 12:35:17,266 semantic_segmentation INFO: Iters: 75220/150000 || Lr: 0.010690 || Task Loss: 0.2027 || KD Loss: 0.0497|| 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: 2 days, 22:52:24 || Estimated Time: 2 days, 22:27:30
2023-07-30 12:35:52,454 semantic_segmentation INFO: Iters: 75230/150000 || Lr: 0.010688 || Task Loss: 0.2697 || KD Loss: 0.0759|| 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: 2 days, 22:52:59 || Estimated Time: 2 days, 22:26:57
2023-07-30 12:36:27,741 semantic_segmentation INFO: Iters: 75240/150000 || Lr: 0.010687 || Task Loss: 0.2161 || KD Loss: 0.0493|| 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: 2 days, 22:53:34 || Estimated Time: 2 days, 22:26:25
2023-07-30 12:37:02,874 semantic_segmentation INFO: Iters: 75250/150000 || Lr: 0.010686 || Task Loss: 0.2577 || KD Loss: 0.0567|| 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: 2 days, 22:54:09 || Estimated Time: 2 days, 22:25:52
2023-07-30 12:37:38,116 semantic_segmentation INFO: Iters: 75260/150000 || Lr: 0.010684 || Task Loss: 0.1653 || KD Loss: 0.0347|| 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: 2 days, 22:54:44 || Estimated Time: 2 days, 22:25:19
2023-07-30 12:38:13,371 semantic_segmentation INFO: Iters: 75270/150000 || Lr: 0.010683 || Task Loss: 0.1765 || KD Loss: 0.0558|| 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: 2 days, 22:55:20 || Estimated Time: 2 days, 22:24:47
2023-07-30 12:38:48,570 semantic_segmentation INFO: Iters: 75280/150000 || Lr: 0.010682 || Task Loss: 0.1847 || KD Loss: 0.0390|| 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, 22:55:55 || Estimated Time: 2 days, 22:24:14
2023-07-30 12:39:23,773 semantic_segmentation INFO: Iters: 75290/150000 || Lr: 0.010681 || Task Loss: 0.2501 || KD Loss: 0.0640|| 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: 2 days, 22:56:30 || Estimated Time: 2 days, 22:23:41
2023-07-30 12:39:58,944 semantic_segmentation INFO: Iters: 75300/150000 || Lr: 0.010679 || Task Loss: 0.3190 || KD Loss: 0.1004|| 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: 2 days, 22:57:05 || Estimated Time: 2 days, 22:23:09
2023-07-30 12:40:34,479 semantic_segmentation INFO: Iters: 75310/150000 || Lr: 0.010678 || Task Loss: 0.2015 || KD Loss: 0.0586|| 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, 22:57:41 || Estimated Time: 2 days, 22:22:36
2023-07-30 12:41:09,519 semantic_segmentation INFO: Iters: 75320/150000 || Lr: 0.010677 || Task Loss: 0.2144 || KD Loss: 0.0463|| 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, 22:58:16 || Estimated Time: 2 days, 22:22:04
2023-07-30 12:41:44,896 semantic_segmentation INFO: Iters: 75330/150000 || Lr: 0.010675 || Task Loss: 0.2007 || KD Loss: 0.0459|| 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: 2 days, 22:58:51 || Estimated Time: 2 days, 22:21:31
2023-07-30 12:42:19,855 semantic_segmentation INFO: Iters: 75340/150000 || Lr: 0.010674 || Task Loss: 0.2482 || KD Loss: 0.0661|| 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: 2 days, 22:59:26 || Estimated Time: 2 days, 22:20:58
2023-07-30 12:42:55,333 semantic_segmentation INFO: Iters: 75350/150000 || Lr: 0.010673 || Task Loss: 0.2389 || KD Loss: 0.0904|| 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: 2 days, 23:00:02 || Estimated Time: 2 days, 22:20:26
2023-07-30 12:43:30,670 semantic_segmentation INFO: Iters: 75360/150000 || Lr: 0.010672 || Task Loss: 0.1482 || KD Loss: 0.0417|| 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: 2 days, 23:00:37 || Estimated Time: 2 days, 22:19:53
2023-07-30 12:44:05,822 semantic_segmentation INFO: Iters: 75370/150000 || Lr: 0.010670 || Task Loss: 0.1885 || KD Loss: 0.0518|| 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: 2 days, 23:01:12 || Estimated Time: 2 days, 22:19:21
2023-07-30 12:44:41,177 semantic_segmentation INFO: Iters: 75380/150000 || Lr: 0.010669 || Task Loss: 0.2255 || KD Loss: 0.0671|| 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: 2 days, 23:01:48 || Estimated Time: 2 days, 22:18:48
2023-07-30 12:45:16,392 semantic_segmentation INFO: Iters: 75390/150000 || Lr: 0.010668 || Task Loss: 0.2541 || KD Loss: 0.0866|| 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: 2 days, 23:02:23 || Estimated Time: 2 days, 22:18:16
2023-07-30 12:45:51,657 semantic_segmentation INFO: Iters: 75400/150000 || Lr: 0.010666 || Task Loss: 0.2332 || KD Loss: 0.0494|| 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, 23:02:58 || Estimated Time: 2 days, 22:17:43
2023-07-30 12:46:27,170 semantic_segmentation INFO: Iters: 75410/150000 || Lr: 0.010665 || Task Loss: 0.2566 || KD Loss: 0.0634|| 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: 2 days, 23:03:34 || Estimated Time: 2 days, 22:17:11
2023-07-30 12:47:01,957 semantic_segmentation INFO: Iters: 75420/150000 || Lr: 0.010664 || Task Loss: 0.2512 || KD Loss: 0.0892|| 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: 2 days, 23:04:08 || Estimated Time: 2 days, 22:16:38
2023-07-30 12:47:37,161 semantic_segmentation INFO: Iters: 75430/150000 || Lr: 0.010663 || Task Loss: 0.2302 || KD Loss: 0.0655|| 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: 2 days, 23:04:44 || Estimated Time: 2 days, 22:16:05
2023-07-30 12:48:12,413 semantic_segmentation INFO: Iters: 75440/150000 || Lr: 0.010661 || Task Loss: 0.2046 || KD Loss: 0.0522|| 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, 23:05:19 || Estimated Time: 2 days, 22:15:32
2023-07-30 12:48:47,898 semantic_segmentation INFO: Iters: 75450/150000 || Lr: 0.010660 || Task Loss: 0.1924 || KD Loss: 0.0638|| 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: 2 days, 23:05:54 || Estimated Time: 2 days, 22:15:00
2023-07-30 12:49:23,286 semantic_segmentation INFO: Iters: 75460/150000 || Lr: 0.010659 || Task Loss: 0.1887 || KD Loss: 0.0667|| 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, 23:06:30 || Estimated Time: 2 days, 22:14:27
2023-07-30 12:49:58,473 semantic_segmentation INFO: Iters: 75470/150000 || Lr: 0.010657 || Task Loss: 0.3187 || KD Loss: 0.1050|| 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, 23:07:05 || Estimated Time: 2 days, 22:13:55
2023-07-30 12:50:34,260 semantic_segmentation INFO: Iters: 75480/150000 || Lr: 0.010656 || Task Loss: 0.1564 || KD Loss: 0.0574|| 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: 2 days, 23:07:41 || Estimated Time: 2 days, 22:13:23
2023-07-30 12:51:09,553 semantic_segmentation INFO: Iters: 75490/150000 || Lr: 0.010655 || Task Loss: 0.2622 || KD Loss: 0.0727|| 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: 2 days, 23:08:16 || Estimated Time: 2 days, 22:12:50
2023-07-30 12:51:44,895 semantic_segmentation INFO: Iters: 75500/150000 || Lr: 0.010654 || Task Loss: 0.1930 || KD Loss: 0.0490|| 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, 23:08:51 || Estimated Time: 2 days, 22:12:18
2023-07-30 12:52:20,170 semantic_segmentation INFO: Iters: 75510/150000 || Lr: 0.010652 || Task Loss: 0.2460 || KD Loss: 0.0837|| 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: 2 days, 23:09:27 || Estimated Time: 2 days, 22:11:45
2023-07-30 12:52:55,415 semantic_segmentation INFO: Iters: 75520/150000 || Lr: 0.010651 || Task Loss: 0.1116 || KD Loss: 0.0329|| 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, 23:10:02 || Estimated Time: 2 days, 22:11:12
2023-07-30 12:53:34,146 semantic_segmentation INFO: Iters: 75530/150000 || Lr: 0.010650 || Task Loss: 0.2375 || KD Loss: 0.0573|| 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, 23:10:41 || Estimated Time: 2 days, 22:10:43
2023-07-30 12:54:09,455 semantic_segmentation INFO: Iters: 75540/150000 || Lr: 0.010648 || Task Loss: 0.2103 || KD Loss: 0.0547|| 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, 23:11:16 || Estimated Time: 2 days, 22:10:11
2023-07-30 12:54:44,954 semantic_segmentation INFO: Iters: 75550/150000 || Lr: 0.010647 || Task Loss: 0.2389 || KD Loss: 0.0635|| 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: 2 days, 23:11:51 || Estimated Time: 2 days, 22:09:38
2023-07-30 12:55:20,153 semantic_segmentation INFO: Iters: 75560/150000 || Lr: 0.010646 || Task Loss: 0.2496 || KD Loss: 0.0778|| 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: 2 days, 23:12:27 || Estimated Time: 2 days, 22:09:06
2023-07-30 12:55:55,459 semantic_segmentation INFO: Iters: 75570/150000 || Lr: 0.010645 || Task Loss: 0.1412 || KD Loss: 0.0573|| 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, 23:13:02 || Estimated Time: 2 days, 22:08:33
2023-07-30 12:56:30,764 semantic_segmentation INFO: Iters: 75580/150000 || Lr: 0.010643 || Task Loss: 0.1584 || KD Loss: 0.0444|| 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, 23:13:37 || Estimated Time: 2 days, 22:08:00
2023-07-30 12:57:05,977 semantic_segmentation INFO: Iters: 75590/150000 || Lr: 0.010642 || Task Loss: 0.2461 || KD Loss: 0.0548|| 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: 2 days, 23:14:12 || Estimated Time: 2 days, 22:07:28
2023-07-30 12:57:41,304 semantic_segmentation INFO: Iters: 75600/150000 || Lr: 0.010641 || Task Loss: 0.2244 || KD Loss: 0.0396|| 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, 23:14:48 || Estimated Time: 2 days, 22:06:55
2023-07-30 12:58:16,772 semantic_segmentation INFO: Iters: 75610/150000 || Lr: 0.010639 || Task Loss: 0.1602 || KD Loss: 0.0448|| 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, 23:15:23 || Estimated Time: 2 days, 22:06:23
2023-07-30 12:58:52,242 semantic_segmentation INFO: Iters: 75620/150000 || Lr: 0.010638 || Task Loss: 0.1972 || KD Loss: 0.0635|| 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: 2 days, 23:15:59 || Estimated Time: 2 days, 22:05:50
2023-07-30 12:59:27,327 semantic_segmentation INFO: Iters: 75630/150000 || Lr: 0.010637 || Task Loss: 0.1998 || KD Loss: 0.0720|| 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, 23:16:34 || Estimated Time: 2 days, 22:05:18
2023-07-30 13:00:02,931 semantic_segmentation INFO: Iters: 75640/150000 || Lr: 0.010636 || Task Loss: 0.2043 || KD Loss: 0.0386|| 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, 23:17:09 || Estimated Time: 2 days, 22:04:45
2023-07-30 13:00:38,007 semantic_segmentation INFO: Iters: 75650/150000 || Lr: 0.010634 || Task Loss: 0.1784 || KD Loss: 0.0416|| 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: 2 days, 23:17:44 || Estimated Time: 2 days, 22:04:12
2023-07-30 13:01:13,491 semantic_segmentation INFO: Iters: 75660/150000 || Lr: 0.010633 || Task Loss: 0.1618 || KD Loss: 0.0407|| 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, 23:18:20 || Estimated Time: 2 days, 22:03:40
2023-07-30 13:01:49,142 semantic_segmentation INFO: Iters: 75670/150000 || Lr: 0.010632 || Task Loss: 0.2448 || KD Loss: 0.0809|| 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, 23:18:55 || Estimated Time: 2 days, 22:03:08
2023-07-30 13:02:24,393 semantic_segmentation INFO: Iters: 75680/150000 || Lr: 0.010630 || Task Loss: 0.2572 || KD Loss: 0.0597|| 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: 2 days, 23:19:31 || Estimated Time: 2 days, 22:02:35
2023-07-30 13:03:00,260 semantic_segmentation INFO: Iters: 75690/150000 || Lr: 0.010629 || Task Loss: 0.1752 || KD Loss: 0.0484|| 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, 23:20:07 || Estimated Time: 2 days, 22:02:03
2023-07-30 13:03:35,550 semantic_segmentation INFO: Iters: 75700/150000 || Lr: 0.010628 || Task Loss: 0.2199 || KD Loss: 0.0546|| 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, 23:20:42 || Estimated Time: 2 days, 22:01:31
2023-07-30 13:04:10,659 semantic_segmentation INFO: Iters: 75710/150000 || Lr: 0.010627 || Task Loss: 0.1563 || KD Loss: 0.0501|| 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: 2 days, 23:21:17 || Estimated Time: 2 days, 22:00:58
2023-07-30 13:04:46,076 semantic_segmentation INFO: Iters: 75720/150000 || Lr: 0.010625 || Task Loss: 0.2299 || KD Loss: 0.0530|| 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: 2 days, 23:21:52 || Estimated Time: 2 days, 22:00:25
2023-07-30 13:05:21,384 semantic_segmentation INFO: Iters: 75730/150000 || Lr: 0.010624 || Task Loss: 0.2390 || KD Loss: 0.0544|| 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, 23:22:28 || Estimated Time: 2 days, 21:59:53
2023-07-30 13:05:56,906 semantic_segmentation INFO: Iters: 75740/150000 || Lr: 0.010623 || Task Loss: 0.2276 || KD Loss: 0.0447|| 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: 2 days, 23:23:03 || Estimated Time: 2 days, 21:59:20
2023-07-30 13:06:32,181 semantic_segmentation INFO: Iters: 75750/150000 || Lr: 0.010621 || Task Loss: 0.1692 || KD Loss: 0.0465|| 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, 23:23:39 || Estimated Time: 2 days, 21:58:48
2023-07-30 13:07:07,401 semantic_segmentation INFO: Iters: 75760/150000 || Lr: 0.010620 || Task Loss: 0.1908 || KD Loss: 0.0374|| 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: 2 days, 23:24:14 || Estimated Time: 2 days, 21:58:15
2023-07-30 13:07:42,605 semantic_segmentation INFO: Iters: 75770/150000 || Lr: 0.010619 || Task Loss: 0.1478 || KD Loss: 0.0463|| 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, 23:24:49 || Estimated Time: 2 days, 21:57:42
2023-07-30 13:08:18,024 semantic_segmentation INFO: Iters: 75780/150000 || Lr: 0.010617 || Task Loss: 0.2469 || KD Loss: 0.0836|| 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: 2 days, 23:25:24 || Estimated Time: 2 days, 21:57:10
2023-07-30 13:08:53,213 semantic_segmentation INFO: Iters: 75790/150000 || Lr: 0.010616 || Task Loss: 0.2177 || KD Loss: 0.0462|| 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, 23:26:00 || Estimated Time: 2 days, 21:56:37
2023-07-30 13:09:28,823 semantic_segmentation INFO: Iters: 75800/150000 || Lr: 0.010615 || Task Loss: 0.2056 || KD Loss: 0.0461|| 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, 23:26:35 || Estimated Time: 2 days, 21:56:05
2023-07-30 13:10:04,011 semantic_segmentation INFO: Iters: 75810/150000 || Lr: 0.010614 || Task Loss: 0.1667 || KD Loss: 0.0428|| 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, 23:27:10 || Estimated Time: 2 days, 21:55:32
2023-07-30 13:10:39,538 semantic_segmentation INFO: Iters: 75820/150000 || Lr: 0.010612 || Task Loss: 0.1580 || KD Loss: 0.0456|| 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: 2 days, 23:27:46 || Estimated Time: 2 days, 21:55:00
2023-07-30 13:11:14,891 semantic_segmentation INFO: Iters: 75830/150000 || Lr: 0.010611 || Task Loss: 0.1699 || KD Loss: 0.0353|| 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, 23:28:21 || Estimated Time: 2 days, 21:54:27
2023-07-30 13:11:50,013 semantic_segmentation INFO: Iters: 75840/150000 || Lr: 0.010610 || Task Loss: 0.2828 || KD Loss: 0.0841|| 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, 23:28:56 || Estimated Time: 2 days, 21:53:55
2023-07-30 13:12:25,298 semantic_segmentation INFO: Iters: 75850/150000 || Lr: 0.010608 || Task Loss: 0.2113 || KD Loss: 0.0431|| 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: 2 days, 23:29:32 || Estimated Time: 2 days, 21:53:22
2023-07-30 13:13:00,600 semantic_segmentation INFO: Iters: 75860/150000 || Lr: 0.010607 || Task Loss: 0.1119 || KD Loss: 0.0834|| 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, 23:30:07 || Estimated Time: 2 days, 21:52:49
2023-07-30 13:13:36,001 semantic_segmentation INFO: Iters: 75870/150000 || Lr: 0.010606 || Task Loss: 0.2519 || KD Loss: 0.0683|| 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: 2 days, 23:30:42 || Estimated Time: 2 days, 21:52:17
2023-07-30 13:14:11,377 semantic_segmentation INFO: Iters: 75880/150000 || Lr: 0.010605 || Task Loss: 0.1332 || KD Loss: 0.0303|| 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, 23:31:18 || Estimated Time: 2 days, 21:51:44
2023-07-30 13:14:46,536 semantic_segmentation INFO: Iters: 75890/150000 || Lr: 0.010603 || Task Loss: 0.2118 || KD Loss: 0.0429|| 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: 2 days, 23:31:53 || Estimated Time: 2 days, 21:51:12
2023-07-30 13:15:21,869 semantic_segmentation INFO: Iters: 75900/150000 || Lr: 0.010602 || Task Loss: 0.2270 || KD Loss: 0.0415|| 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: 2 days, 23:32:28 || Estimated Time: 2 days, 21:50:39
2023-07-30 13:15:57,314 semantic_segmentation INFO: Iters: 75910/150000 || Lr: 0.010601 || Task Loss: 0.1960 || KD Loss: 0.0544|| 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, 23:33:04 || Estimated Time: 2 days, 21:50:07
2023-07-30 13:16:32,614 semantic_segmentation INFO: Iters: 75920/150000 || Lr: 0.010599 || Task Loss: 0.2644 || KD Loss: 0.0910|| 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, 23:33:39 || Estimated Time: 2 days, 21:49:34
2023-07-30 13:17:07,784 semantic_segmentation INFO: Iters: 75930/150000 || Lr: 0.010598 || Task Loss: 0.1703 || KD Loss: 0.0587|| 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, 23:34:14 || Estimated Time: 2 days, 21:49:01
2023-07-30 13:17:43,053 semantic_segmentation INFO: Iters: 75940/150000 || Lr: 0.010597 || Task Loss: 0.2422 || KD Loss: 0.0568|| 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: 2 days, 23:34:49 || Estimated Time: 2 days, 21:48:29
2023-07-30 13:18:18,452 semantic_segmentation INFO: Iters: 75950/150000 || Lr: 0.010596 || Task Loss: 0.3145 || KD Loss: 0.0703|| 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: 2 days, 23:35:25 || Estimated Time: 2 days, 21:47:56
2023-07-30 13:18:53,816 semantic_segmentation INFO: Iters: 75960/150000 || Lr: 0.010594 || Task Loss: 0.1852 || KD Loss: 0.0372|| 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: 2 days, 23:36:00 || Estimated Time: 2 days, 21:47:24
2023-07-30 13:19:29,151 semantic_segmentation INFO: Iters: 75970/150000 || Lr: 0.010593 || Task Loss: 0.1595 || KD Loss: 0.0602|| 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, 23:36:36 || Estimated Time: 2 days, 21:46:51
2023-07-30 13:20:04,332 semantic_segmentation INFO: Iters: 75980/150000 || Lr: 0.010592 || Task Loss: 0.2136 || KD Loss: 0.0649|| 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: 2 days, 23:37:11 || Estimated Time: 2 days, 21:46:18
2023-07-30 13:20:43,157 semantic_segmentation INFO: Iters: 75990/150000 || Lr: 0.010590 || Task Loss: 0.2200 || KD Loss: 0.0518|| 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: 2 days, 23:37:50 || Estimated Time: 2 days, 21:45:49
2023-07-30 13:21:18,328 semantic_segmentation INFO: Iters: 76000/150000 || Lr: 0.010589 || Task Loss: 0.1821 || KD Loss: 0.0509|| 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, 23:38:25 || Estimated Time: 2 days, 21:45:17
2023-07-30 13:21:18,398 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 13:21:19,232 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.939, mIoU: 0.388
2023-07-30 13:21:19,349 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.960, mIoU: 0.481
2023-07-30 13:21:19,459 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.962, mIoU: 0.497
2023-07-30 13:21:19,570 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.963, mIoU: 0.519
2023-07-30 13:21:19,678 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.964, mIoU: 0.512
2023-07-30 13:21:19,836 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.518
2023-07-30 13:21:20,019 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.536
2023-07-30 13:21:20,186 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.586
2023-07-30 13:21:20,341 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.634
2023-07-30 13:21:20,486 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.682
2023-07-30 13:21:20,627 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.685
2023-07-30 13:21:20,765 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.692
2023-07-30 13:21:20,900 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.957, mIoU: 0.700
2023-07-30 13:21:21,032 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.683
2023-07-30 13:21:21,164 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.679
2023-07-30 13:21:21,291 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.668
2023-07-30 13:21:21,419 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.948, mIoU: 0.670
2023-07-30 13:21:21,544 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.948, mIoU: 0.672
2023-07-30 13:21:21,670 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.679
2023-07-30 13:21:21,792 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.686
2023-07-30 13:21:21,917 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.945, mIoU: 0.686
2023-07-30 13:21:22,042 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.940, mIoU: 0.683
2023-07-30 13:21:22,167 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.940, mIoU: 0.683
2023-07-30 13:21:22,289 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.938, mIoU: 0.688
2023-07-30 13:21:22,411 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.933, mIoU: 0.686
2023-07-30 13:21:22,533 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.933, mIoU: 0.686
2023-07-30 13:21:22,654 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.932, mIoU: 0.673
2023-07-30 13:21:22,778 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.931, mIoU: 0.668
2023-07-30 13:21:22,897 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.931, mIoU: 0.672
2023-07-30 13:21:23,016 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.931, mIoU: 0.678
2023-07-30 13:21:23,138 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.932, mIoU: 0.679
2023-07-30 13:21:23,256 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.931, mIoU: 0.678
2023-07-30 13:21:23,374 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.933, mIoU: 0.680
2023-07-30 13:21:23,491 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.933, mIoU: 0.681
2023-07-30 13:21:23,607 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.933, mIoU: 0.683
2023-07-30 13:21:23,724 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.933, mIoU: 0.682
2023-07-30 13:21:23,841 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.933, mIoU: 0.680
2023-07-30 13:21:23,959 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.931, mIoU: 0.678
2023-07-30 13:21:24,076 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.931, mIoU: 0.674
2023-07-30 13:21:24,192 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.932, mIoU: 0.676
2023-07-30 13:21:24,308 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.932, mIoU: 0.673
2023-07-30 13:21:24,425 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.933, mIoU: 0.673
2023-07-30 13:21:24,541 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.933, mIoU: 0.674
2023-07-30 13:21:24,659 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.934, mIoU: 0.676
2023-07-30 13:21:24,773 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.935, mIoU: 0.675
2023-07-30 13:21:24,889 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.935, mIoU: 0.675
2023-07-30 13:21:25,004 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.936, mIoU: 0.676
2023-07-30 13:21:25,127 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.936, mIoU: 0.675
2023-07-30 13:21:25,245 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.937, mIoU: 0.678
2023-07-30 13:21:25,360 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.937, mIoU: 0.681
2023-07-30 13:21:25,477 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-30 13:21:25,596 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.936, mIoU: 0.685
2023-07-30 13:21:25,713 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.936, mIoU: 0.686
2023-07-30 13:21:25,827 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.935, mIoU: 0.684
2023-07-30 13:21:25,943 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.934, mIoU: 0.685
2023-07-30 13:21:26,060 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.934, mIoU: 0.687
2023-07-30 13:21:26,182 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.935, mIoU: 0.688
2023-07-30 13:21:26,305 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.935, mIoU: 0.694
2023-07-30 13:21:26,419 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.935, mIoU: 0.692
2023-07-30 13:21:26,536 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.934, mIoU: 0.691
2023-07-30 13:21:26,651 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.934, mIoU: 0.694
2023-07-30 13:21:26,769 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-30 13:21:26,887 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.933, mIoU: 0.695
2023-07-30 13:21:27,004 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.933, mIoU: 0.696
2023-07-30 13:21:27,120 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.933, mIoU: 0.699
2023-07-30 13:21:27,236 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.933, mIoU: 0.700
2023-07-30 13:21:27,350 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.932, mIoU: 0.700
2023-07-30 13:21:27,461 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.931, mIoU: 0.700
2023-07-30 13:21:27,576 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.931, mIoU: 0.699
2023-07-30 13:21:27,696 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.932, mIoU: 0.698
2023-07-30 13:21:27,812 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.932, mIoU: 0.699
2023-07-30 13:21:27,929 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.933, mIoU: 0.698
2023-07-30 13:21:28,044 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-30 13:21:28,161 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.933, mIoU: 0.697
2023-07-30 13:21:28,271 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.932, mIoU: 0.696
2023-07-30 13:21:28,380 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-30 13:21:28,492 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.932, mIoU: 0.695
2023-07-30 13:21:28,610 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.932, mIoU: 0.694
2023-07-30 13:21:28,730 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.932, mIoU: 0.693
2023-07-30 13:21:28,848 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-30 13:21:28,963 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.930, mIoU: 0.696
2023-07-30 13:21:29,077 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.931, mIoU: 0.696
2023-07-30 13:21:29,191 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.931, mIoU: 0.695
2023-07-30 13:21:29,298 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.929, mIoU: 0.694
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2023-07-30 13:21:30,295 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.927, mIoU: 0.691
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2023-07-30 13:22:15,556 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.940, mIoU: 0.692
2023-07-30 13:22:15,670 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.940, mIoU: 0.693
2023-07-30 13:22:15,779 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.940, mIoU: 0.693
2023-07-30 13:22:15,895 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.940, mIoU: 0.692
2023-07-30 13:22:16,011 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.940, mIoU: 0.692
2023-07-30 13:22:16,131 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.940, mIoU: 0.693
2023-07-30 13:22:16,250 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.940, mIoU: 0.693
2023-07-30 13:22:16,366 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.940, mIoU: 0.693
2023-07-30 13:22:16,481 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.940, mIoU: 0.693
2023-07-30 13:22:16,593 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.940, mIoU: 0.693
2023-07-30 13:22:16,703 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.940, mIoU: 0.693
2023-07-30 13:22:16,810 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.940, mIoU: 0.693
2023-07-30 13:22:16,921 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.940, mIoU: 0.693
2023-07-30 13:22:17,032 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.940, mIoU: 0.693
2023-07-30 13:22:17,147 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.940, mIoU: 0.693
2023-07-30 13:22:17,266 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.940, mIoU: 0.693
2023-07-30 13:22:17,383 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.940, mIoU: 0.694
2023-07-30 13:22:17,498 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.940, mIoU: 0.694
2023-07-30 13:22:17,611 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.940, mIoU: 0.694
2023-07-30 13:22:17,721 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.940, mIoU: 0.694
2023-07-30 13:22:17,830 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.940, mIoU: 0.694
2023-07-30 13:22:17,948 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.940, mIoU: 0.694
2023-07-30 13:22:18,068 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.940, mIoU: 0.694
2023-07-30 13:22:53,522 semantic_segmentation INFO: Iters: 76010/150000 || Lr: 0.010588 || Task Loss: 0.2552 || KD Loss: 0.0692|| 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: 2 days, 23:40:00 || Estimated Time: 2 days, 21:45:42
2023-07-30 13:23:28,968 semantic_segmentation INFO: Iters: 76020/150000 || Lr: 0.010587 || Task Loss: 0.1931 || KD Loss: 0.0487|| 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: 2 days, 23:40:35 || Estimated Time: 2 days, 21:45:10
2023-07-30 13:24:04,209 semantic_segmentation INFO: Iters: 76030/150000 || Lr: 0.010585 || Task Loss: 0.2511 || KD Loss: 0.1194|| 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, 23:41:11 || Estimated Time: 2 days, 21:44:37
2023-07-30 13:24:39,228 semantic_segmentation INFO: Iters: 76040/150000 || Lr: 0.010584 || Task Loss: 0.2381 || KD Loss: 0.0706|| 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: 2 days, 23:41:46 || Estimated Time: 2 days, 21:44:04
2023-07-30 13:25:14,568 semantic_segmentation INFO: Iters: 76050/150000 || Lr: 0.010583 || Task Loss: 0.2071 || KD Loss: 0.0634|| 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: 2 days, 23:42:21 || Estimated Time: 2 days, 21:43:32
2023-07-30 13:25:49,666 semantic_segmentation INFO: Iters: 76060/150000 || Lr: 0.010581 || Task Loss: 0.1927 || KD Loss: 0.0460|| 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, 23:42:56 || Estimated Time: 2 days, 21:42:59
2023-07-30 13:26:24,929 semantic_segmentation INFO: Iters: 76070/150000 || Lr: 0.010580 || Task Loss: 0.1465 || KD Loss: 0.0396|| 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: 2 days, 23:43:31 || Estimated Time: 2 days, 21:42:26
2023-07-30 13:27:00,310 semantic_segmentation INFO: Iters: 76080/150000 || Lr: 0.010579 || Task Loss: 0.1433 || KD Loss: 0.0482|| 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: 2 days, 23:44:07 || Estimated Time: 2 days, 21:41:53
2023-07-30 13:27:35,521 semantic_segmentation INFO: Iters: 76090/150000 || Lr: 0.010578 || Task Loss: 0.1938 || KD Loss: 0.0539|| 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: 2 days, 23:44:42 || Estimated Time: 2 days, 21:41:21
2023-07-30 13:28:10,799 semantic_segmentation INFO: Iters: 76100/150000 || Lr: 0.010576 || Task Loss: 0.1951 || KD Loss: 0.0406|| 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: 2 days, 23:45:17 || Estimated Time: 2 days, 21:40:48
2023-07-30 13:28:46,007 semantic_segmentation INFO: Iters: 76110/150000 || Lr: 0.010575 || Task Loss: 0.1879 || KD Loss: 0.0517|| 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, 23:45:52 || Estimated Time: 2 days, 21:40:15
2023-07-30 13:29:21,639 semantic_segmentation INFO: Iters: 76120/150000 || Lr: 0.010574 || Task Loss: 0.2357 || KD Loss: 0.0535|| 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: 2 days, 23:46:28 || Estimated Time: 2 days, 21:39:43
2023-07-30 13:29:57,021 semantic_segmentation INFO: Iters: 76130/150000 || Lr: 0.010572 || Task Loss: 0.2183 || KD Loss: 0.0439|| 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: 2 days, 23:47:03 || Estimated Time: 2 days, 21:39:11
2023-07-30 13:30:32,275 semantic_segmentation INFO: Iters: 76140/150000 || Lr: 0.010571 || Task Loss: 0.1575 || KD Loss: 0.0296|| 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: 2 days, 23:47:39 || Estimated Time: 2 days, 21:38:38
2023-07-30 13:31:08,018 semantic_segmentation INFO: Iters: 76150/150000 || Lr: 0.010570 || Task Loss: 0.2105 || KD Loss: 0.0612|| 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: 2 days, 23:48:14 || Estimated Time: 2 days, 21:38:06
2023-07-30 13:31:43,332 semantic_segmentation INFO: Iters: 76160/150000 || Lr: 0.010569 || Task Loss: 0.2057 || KD Loss: 0.0449|| 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: 2 days, 23:48:50 || Estimated Time: 2 days, 21:37:33
2023-07-30 13:32:18,615 semantic_segmentation INFO: Iters: 76170/150000 || Lr: 0.010567 || Task Loss: 0.2218 || KD Loss: 0.0487|| 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: 2 days, 23:49:25 || Estimated Time: 2 days, 21:37:00
2023-07-30 13:32:53,889 semantic_segmentation INFO: Iters: 76180/150000 || Lr: 0.010566 || Task Loss: 0.1474 || KD Loss: 0.0363|| 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: 2 days, 23:50:00 || Estimated Time: 2 days, 21:36:28
2023-07-30 13:33:29,710 semantic_segmentation INFO: Iters: 76190/150000 || Lr: 0.010565 || Task Loss: 0.1933 || KD Loss: 0.0454|| 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, 23:50:36 || Estimated Time: 2 days, 21:35:56
2023-07-30 13:34:04,738 semantic_segmentation INFO: Iters: 76200/150000 || Lr: 0.010563 || Task Loss: 0.2185 || KD Loss: 0.0492|| 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: 2 days, 23:51:11 || Estimated Time: 2 days, 21:35:23
2023-07-30 13:34:40,398 semantic_segmentation INFO: Iters: 76210/150000 || Lr: 0.010562 || Task Loss: 0.2294 || KD Loss: 0.0626|| 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: 2 days, 23:51:47 || Estimated Time: 2 days, 21:34:50
2023-07-30 13:35:15,697 semantic_segmentation INFO: Iters: 76220/150000 || Lr: 0.010561 || Task Loss: 0.1543 || KD Loss: 0.0457|| 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, 23:52:22 || Estimated Time: 2 days, 21:34:18
2023-07-30 13:35:51,169 semantic_segmentation INFO: Iters: 76230/150000 || Lr: 0.010560 || Task Loss: 0.5966 || KD Loss: 0.1605|| 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: 2 days, 23:52:58 || Estimated Time: 2 days, 21:33:45
2023-07-30 13:36:26,468 semantic_segmentation INFO: Iters: 76240/150000 || Lr: 0.010558 || Task Loss: 0.2503 || KD Loss: 0.0714|| 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, 23:53:33 || Estimated Time: 2 days, 21:33:13
2023-07-30 13:37:01,993 semantic_segmentation INFO: Iters: 76250/150000 || Lr: 0.010557 || Task Loss: 0.1707 || KD Loss: 0.0651|| 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: 2 days, 23:54:08 || Estimated Time: 2 days, 21:32:40
2023-07-30 13:37:36,936 semantic_segmentation INFO: Iters: 76260/150000 || Lr: 0.010556 || Task Loss: 0.2539 || KD Loss: 0.0646|| 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: 2 days, 23:54:43 || Estimated Time: 2 days, 21:32:07
2023-07-30 13:38:12,528 semantic_segmentation INFO: Iters: 76270/150000 || Lr: 0.010554 || Task Loss: 0.1650 || KD Loss: 0.0459|| 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: 2 days, 23:55:19 || Estimated Time: 2 days, 21:31:35
2023-07-30 13:38:47,891 semantic_segmentation INFO: Iters: 76280/150000 || Lr: 0.010553 || Task Loss: 0.1415 || KD Loss: 0.0429|| 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, 23:55:54 || Estimated Time: 2 days, 21:31:02
2023-07-30 13:39:23,479 semantic_segmentation INFO: Iters: 76290/150000 || Lr: 0.010552 || Task Loss: 0.2041 || KD Loss: 0.0543|| 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: 2 days, 23:56:30 || Estimated Time: 2 days, 21:30:30
2023-07-30 13:39:58,598 semantic_segmentation INFO: Iters: 76300/150000 || Lr: 0.010551 || Task Loss: 0.2029 || KD Loss: 0.0619|| 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: 2 days, 23:57:05 || Estimated Time: 2 days, 21:29:57
2023-07-30 13:40:33,697 semantic_segmentation INFO: Iters: 76310/150000 || Lr: 0.010549 || Task Loss: 0.1916 || KD Loss: 0.0616|| 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, 23:57:40 || Estimated Time: 2 days, 21:29:24
2023-07-30 13:41:09,021 semantic_segmentation INFO: Iters: 76320/150000 || Lr: 0.010548 || Task Loss: 0.2556 || KD Loss: 0.0790|| 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: 2 days, 23:58:15 || Estimated Time: 2 days, 21:28:52
2023-07-30 13:41:44,483 semantic_segmentation INFO: Iters: 76330/150000 || Lr: 0.010547 || Task Loss: 0.3244 || KD Loss: 0.1086|| 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: 2 days, 23:58:51 || Estimated Time: 2 days, 21:28:19
2023-07-30 13:42:19,722 semantic_segmentation INFO: Iters: 76340/150000 || Lr: 0.010545 || Task Loss: 0.1649 || KD Loss: 0.0381|| 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: 2 days, 23:59:26 || Estimated Time: 2 days, 21:27:47
2023-07-30 13:42:55,076 semantic_segmentation INFO: Iters: 76350/150000 || Lr: 0.010544 || Task Loss: 0.2797 || KD Loss: 0.0733|| 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: 3 days, 0:00:01 || Estimated Time: 2 days, 21:27:14
2023-07-30 13:43:30,523 semantic_segmentation INFO: Iters: 76360/150000 || Lr: 0.010543 || Task Loss: 0.1729 || KD Loss: 0.0770|| 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: 3 days, 0:00:37 || Estimated Time: 2 days, 21:26:42
2023-07-30 13:44:05,848 semantic_segmentation INFO: Iters: 76370/150000 || Lr: 0.010542 || Task Loss: 0.2352 || KD Loss: 0.0512|| 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: 3 days, 0:01:12 || Estimated Time: 2 days, 21:26:09
2023-07-30 13:44:41,028 semantic_segmentation INFO: Iters: 76380/150000 || Lr: 0.010540 || Task Loss: 0.2217 || KD Loss: 0.0574|| 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: 3 days, 0:01:47 || Estimated Time: 2 days, 21:25:36
2023-07-30 13:45:16,596 semantic_segmentation INFO: Iters: 76390/150000 || Lr: 0.010539 || Task Loss: 0.1847 || KD Loss: 0.0395|| 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: 3 days, 0:02:23 || Estimated Time: 2 days, 21:25:04
2023-07-30 13:45:51,951 semantic_segmentation INFO: Iters: 76400/150000 || Lr: 0.010538 || Task Loss: 0.1995 || KD Loss: 0.0553|| 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: 3 days, 0:02:58 || Estimated Time: 2 days, 21:24:31
2023-07-30 13:46:27,671 semantic_segmentation INFO: Iters: 76410/150000 || Lr: 0.010536 || Task Loss: 0.2313 || KD Loss: 0.0682|| 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: 3 days, 0:03:34 || Estimated Time: 2 days, 21:23:59
2023-07-30 13:47:02,981 semantic_segmentation INFO: Iters: 76420/150000 || Lr: 0.010535 || Task Loss: 0.2523 || KD Loss: 0.0716|| 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: 3 days, 0:04:09 || Estimated Time: 2 days, 21:23:26
2023-07-30 13:47:42,043 semantic_segmentation INFO: Iters: 76430/150000 || Lr: 0.010534 || Task Loss: 0.1688 || KD Loss: 0.0521|| 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: 3 days, 0:04:48 || Estimated Time: 2 days, 21:22:57
2023-07-30 13:48:17,241 semantic_segmentation INFO: Iters: 76440/150000 || Lr: 0.010532 || Task Loss: 0.1904 || KD Loss: 0.0461|| 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: 3 days, 0:05:24 || Estimated Time: 2 days, 21:22:24
2023-07-30 13:48:52,663 semantic_segmentation INFO: Iters: 76450/150000 || Lr: 0.010531 || Task Loss: 0.1915 || KD Loss: 0.0504|| 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: 3 days, 0:05:59 || Estimated Time: 2 days, 21:21:52
2023-07-30 13:49:28,052 semantic_segmentation INFO: Iters: 76460/150000 || Lr: 0.010530 || Task Loss: 0.1642 || KD Loss: 0.0520|| 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: 3 days, 0:06:34 || Estimated Time: 2 days, 21:21:19
2023-07-30 13:50:03,480 semantic_segmentation INFO: Iters: 76470/150000 || Lr: 0.010529 || Task Loss: 0.1570 || KD Loss: 0.0363|| 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: 3 days, 0:07:10 || Estimated Time: 2 days, 21:20:47
2023-07-30 13:50:39,126 semantic_segmentation INFO: Iters: 76480/150000 || Lr: 0.010527 || Task Loss: 0.3299 || KD Loss: 0.0747|| 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: 3 days, 0:07:45 || Estimated Time: 2 days, 21:20:14
2023-07-30 13:51:14,556 semantic_segmentation INFO: Iters: 76490/150000 || Lr: 0.010526 || Task Loss: 0.2074 || KD Loss: 0.0428|| 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: 3 days, 0:08:21 || Estimated Time: 2 days, 21:19:42
2023-07-30 13:51:49,878 semantic_segmentation INFO: Iters: 76500/150000 || Lr: 0.010525 || Task Loss: 0.1701 || KD Loss: 0.0427|| 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: 3 days, 0:08:56 || Estimated Time: 2 days, 21:19:09
2023-07-30 13:52:25,413 semantic_segmentation INFO: Iters: 76510/150000 || Lr: 0.010523 || Task Loss: 0.2050 || KD Loss: 0.0724|| 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 days, 0:09:32 || Estimated Time: 2 days, 21:18:37
2023-07-30 13:53:00,969 semantic_segmentation INFO: Iters: 76520/150000 || Lr: 0.010522 || Task Loss: 0.2606 || KD Loss: 0.0608|| 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 days, 0:10:07 || Estimated Time: 2 days, 21:18:04
2023-07-30 13:53:36,426 semantic_segmentation INFO: Iters: 76530/150000 || Lr: 0.010521 || Task Loss: 0.1623 || KD Loss: 0.0423|| 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: 3 days, 0:10:43 || Estimated Time: 2 days, 21:17:32
2023-07-30 13:54:11,718 semantic_segmentation INFO: Iters: 76540/150000 || Lr: 0.010520 || Task Loss: 0.1541 || KD Loss: 0.0546|| 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: 3 days, 0:11:18 || Estimated Time: 2 days, 21:16:59
2023-07-30 13:54:47,224 semantic_segmentation INFO: Iters: 76550/150000 || Lr: 0.010518 || Task Loss: 0.2031 || KD Loss: 0.0551|| 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: 3 days, 0:11:54 || Estimated Time: 2 days, 21:16:27
2023-07-30 13:55:22,874 semantic_segmentation INFO: Iters: 76560/150000 || Lr: 0.010517 || Task Loss: 0.2543 || KD Loss: 0.0702|| 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: 3 days, 0:12:29 || Estimated Time: 2 days, 21:15:54
2023-07-30 13:55:58,150 semantic_segmentation INFO: Iters: 76570/150000 || Lr: 0.010516 || Task Loss: 0.2241 || KD Loss: 0.0538|| 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: 3 days, 0:13:05 || Estimated Time: 2 days, 21:15:22
2023-07-30 13:56:33,646 semantic_segmentation INFO: Iters: 76580/150000 || Lr: 0.010514 || Task Loss: 0.2087 || KD Loss: 0.0527|| 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: 3 days, 0:13:40 || Estimated Time: 2 days, 21:14:49
2023-07-30 13:57:08,975 semantic_segmentation INFO: Iters: 76590/150000 || Lr: 0.010513 || Task Loss: 0.1789 || KD Loss: 0.0501|| 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 days, 0:14:15 || Estimated Time: 2 days, 21:14:17
2023-07-30 13:57:44,310 semantic_segmentation INFO: Iters: 76600/150000 || Lr: 0.010512 || Task Loss: 0.2466 || KD Loss: 0.0869|| 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: 3 days, 0:14:51 || Estimated Time: 2 days, 21:13:44
2023-07-30 13:58:19,594 semantic_segmentation INFO: Iters: 76610/150000 || Lr: 0.010511 || Task Loss: 0.2362 || KD Loss: 0.0596|| 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: 3 days, 0:15:26 || Estimated Time: 2 days, 21:13:11
2023-07-30 13:58:54,894 semantic_segmentation INFO: Iters: 76620/150000 || Lr: 0.010509 || Task Loss: 0.2281 || KD Loss: 0.0515|| 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: 3 days, 0:16:01 || Estimated Time: 2 days, 21:12:39
2023-07-30 13:59:30,181 semantic_segmentation INFO: Iters: 76630/150000 || Lr: 0.010508 || Task Loss: 0.2213 || KD Loss: 0.0570|| 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: 3 days, 0:16:37 || Estimated Time: 2 days, 21:12:06
2023-07-30 14:00:05,709 semantic_segmentation INFO: Iters: 76640/150000 || Lr: 0.010507 || Task Loss: 0.2657 || KD Loss: 0.0834|| 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: 3 days, 0:17:12 || Estimated Time: 2 days, 21:11:34
2023-07-30 14:00:41,161 semantic_segmentation INFO: Iters: 76650/150000 || Lr: 0.010505 || Task Loss: 0.4034 || KD Loss: 0.0917|| 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: 3 days, 0:17:48 || Estimated Time: 2 days, 21:11:01
2023-07-30 14:01:16,309 semantic_segmentation INFO: Iters: 76660/150000 || Lr: 0.010504 || Task Loss: 0.2548 || KD Loss: 0.0778|| 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: 3 days, 0:18:23 || Estimated Time: 2 days, 21:10:28
2023-07-30 14:01:52,001 semantic_segmentation INFO: Iters: 76670/150000 || Lr: 0.010503 || Task Loss: 0.2169 || KD Loss: 0.0566|| 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: 3 days, 0:18:58 || Estimated Time: 2 days, 21:09:56
2023-07-30 14:02:27,514 semantic_segmentation INFO: Iters: 76680/150000 || Lr: 0.010502 || Task Loss: 0.2704 || KD Loss: 0.0759|| 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: 3 days, 0:19:34 || Estimated Time: 2 days, 21:09:23
2023-07-30 14:03:02,758 semantic_segmentation INFO: Iters: 76690/150000 || Lr: 0.010500 || Task Loss: 0.2165 || KD Loss: 0.0549|| 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: 3 days, 0:20:09 || Estimated Time: 2 days, 21:08:51
2023-07-30 14:03:38,242 semantic_segmentation INFO: Iters: 76700/150000 || Lr: 0.010499 || Task Loss: 0.3574 || KD Loss: 0.1263|| 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: 3 days, 0:20:45 || Estimated Time: 2 days, 21:08:18
2023-07-30 14:04:13,661 semantic_segmentation INFO: Iters: 76710/150000 || Lr: 0.010498 || Task Loss: 0.2263 || KD Loss: 0.0598|| 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: 3 days, 0:21:20 || Estimated Time: 2 days, 21:07:46
2023-07-30 14:04:48,862 semantic_segmentation INFO: Iters: 76720/150000 || Lr: 0.010496 || Task Loss: 0.2016 || KD Loss: 0.0652|| 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: 3 days, 0:21:55 || Estimated Time: 2 days, 21:07:13
2023-07-30 14:05:24,590 semantic_segmentation INFO: Iters: 76730/150000 || Lr: 0.010495 || Task Loss: 0.2303 || KD Loss: 0.0796|| 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: 3 days, 0:22:31 || Estimated Time: 2 days, 21:06:41
2023-07-30 14:06:00,161 semantic_segmentation INFO: Iters: 76740/150000 || Lr: 0.010494 || Task Loss: 0.2862 || KD Loss: 0.1199|| 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: 3 days, 0:23:07 || Estimated Time: 2 days, 21:06:08
2023-07-30 14:06:35,692 semantic_segmentation INFO: Iters: 76750/150000 || Lr: 0.010493 || Task Loss: 0.2653 || KD Loss: 0.0842|| 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: 3 days, 0:23:42 || Estimated Time: 2 days, 21:05:36
2023-07-30 14:07:11,207 semantic_segmentation INFO: Iters: 76760/150000 || Lr: 0.010491 || Task Loss: 0.2507 || KD Loss: 0.0467|| 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: 3 days, 0:24:18 || Estimated Time: 2 days, 21:05:03
2023-07-30 14:07:46,554 semantic_segmentation INFO: Iters: 76770/150000 || Lr: 0.010490 || Task Loss: 0.2224 || KD Loss: 0.0922|| 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: 3 days, 0:24:53 || Estimated Time: 2 days, 21:04:31
2023-07-30 14:08:21,910 semantic_segmentation INFO: Iters: 76780/150000 || Lr: 0.010489 || Task Loss: 0.1774 || KD Loss: 0.0510|| 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 days, 0:25:28 || Estimated Time: 2 days, 21:03:58
2023-07-30 14:08:57,172 semantic_segmentation INFO: Iters: 76790/150000 || Lr: 0.010487 || Task Loss: 0.2803 || KD Loss: 0.0698|| 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: 3 days, 0:26:04 || Estimated Time: 2 days, 21:03:25
2023-07-30 14:09:32,744 semantic_segmentation INFO: Iters: 76800/150000 || Lr: 0.010486 || Task Loss: 0.1968 || KD Loss: 0.0488|| 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: 3 days, 0:26:39 || Estimated Time: 2 days, 21:02:53
2023-07-30 14:09:32,819 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 14:09:33,790 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.405
2023-07-30 14:09:33,903 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.493
2023-07-30 14:09:34,018 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.499
2023-07-30 14:09:34,136 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.519
2023-07-30 14:09:34,250 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.516
2023-07-30 14:09:34,367 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.518
2023-07-30 14:09:34,481 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.516
2023-07-30 14:09:34,592 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.561
2023-07-30 14:09:34,707 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.612
2023-07-30 14:09:34,823 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.661
2023-07-30 14:09:34,943 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.673
2023-07-30 14:09:35,057 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.691
2023-07-30 14:09:35,172 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.700
2023-07-30 14:09:35,287 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.678
2023-07-30 14:09:35,403 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.672
2023-07-30 14:09:35,518 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.664
2023-07-30 14:09:35,630 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.669
2023-07-30 14:09:35,746 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.668
2023-07-30 14:09:35,863 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.951, mIoU: 0.677
2023-07-30 14:09:35,983 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.685
2023-07-30 14:09:36,098 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.687
2023-07-30 14:09:36,213 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.698
2023-07-30 14:09:36,326 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.701
2023-07-30 14:09:36,442 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.706
2023-07-30 14:09:36,555 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-30 14:09:36,670 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.717
2023-07-30 14:09:36,792 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.945, mIoU: 0.708
2023-07-30 14:09:36,909 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.702
2023-07-30 14:09:37,024 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.703
2023-07-30 14:09:37,137 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.700
2023-07-30 14:09:37,251 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.699
2023-07-30 14:09:37,361 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.698
2023-07-30 14:09:37,470 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.699
2023-07-30 14:09:37,577 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.944, mIoU: 0.701
2023-07-30 14:09:37,691 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-30 14:09:37,808 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.944, mIoU: 0.703
2023-07-30 14:09:37,925 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.944, mIoU: 0.701
2023-07-30 14:09:38,042 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.943, mIoU: 0.699
2023-07-30 14:09:38,157 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-30 14:09:38,272 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.943, mIoU: 0.697
2023-07-30 14:09:38,386 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.943, mIoU: 0.697
2023-07-30 14:09:38,498 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.697
2023-07-30 14:09:38,611 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.944, mIoU: 0.699
2023-07-30 14:09:38,731 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 14:09:38,849 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.699
2023-07-30 14:09:38,964 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.946, mIoU: 0.699
2023-07-30 14:09:39,081 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-30 14:09:39,193 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.947, mIoU: 0.699
2023-07-30 14:09:39,304 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.704
2023-07-30 14:09:39,415 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 14:09:39,532 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-30 14:09:39,651 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.947, mIoU: 0.709
2023-07-30 14:09:39,771 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.946, mIoU: 0.711
2023-07-30 14:09:39,886 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.946, mIoU: 0.714
2023-07-30 14:09:39,999 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-30 14:09:40,111 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.945, mIoU: 0.710
2023-07-30 14:09:40,218 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.946, mIoU: 0.710
2023-07-30 14:09:40,324 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.717
2023-07-30 14:09:40,429 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-30 14:09:40,532 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.945, mIoU: 0.711
2023-07-30 14:09:40,637 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.715
2023-07-30 14:09:40,741 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-30 14:09:40,848 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.944, mIoU: 0.716
2023-07-30 14:09:40,959 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.944, mIoU: 0.719
2023-07-30 14:09:41,075 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.944, mIoU: 0.722
2023-07-30 14:09:41,193 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.944, mIoU: 0.722
2023-07-30 14:09:41,311 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.943, mIoU: 0.722
2023-07-30 14:09:41,427 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.943, mIoU: 0.722
2023-07-30 14:09:41,543 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.943, mIoU: 0.721
2023-07-30 14:09:41,652 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.943, mIoU: 0.721
2023-07-30 14:09:41,764 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.943, mIoU: 0.721
2023-07-30 14:09:41,879 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.943, mIoU: 0.720
2023-07-30 14:09:41,991 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.943, mIoU: 0.719
2023-07-30 14:09:42,108 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.944, mIoU: 0.720
2023-07-30 14:09:42,226 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.944, mIoU: 0.720
2023-07-30 14:09:42,346 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.943, mIoU: 0.719
2023-07-30 14:09:42,462 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.944, mIoU: 0.719
2023-07-30 14:09:42,575 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.944, mIoU: 0.719
2023-07-30 14:09:42,685 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.944, mIoU: 0.718
2023-07-30 14:09:42,795 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.944, mIoU: 0.720
2023-07-30 14:09:42,906 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.943, mIoU: 0.721
2023-07-30 14:09:43,043 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.944, mIoU: 0.720
2023-07-30 14:09:43,189 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.943, mIoU: 0.720
2023-07-30 14:09:43,325 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.942, mIoU: 0.718
2023-07-30 14:09:43,459 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.940, mIoU: 0.714
2023-07-30 14:09:43,592 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.940, mIoU: 0.714
2023-07-30 14:09:43,722 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.940, mIoU: 0.715
2023-07-30 14:09:43,851 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.940, mIoU: 0.715
2023-07-30 14:09:43,978 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.940, mIoU: 0.715
2023-07-30 14:09:44,105 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.941, mIoU: 0.714
2023-07-30 14:09:44,229 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.941, mIoU: 0.716
2023-07-30 14:09:44,351 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-30 14:09:44,474 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.941, mIoU: 0.722
2023-07-30 14:09:44,598 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-30 14:09:44,723 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-30 14:09:44,849 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.942, mIoU: 0.723
2023-07-30 14:09:44,971 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-30 14:09:45,092 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-30 14:09:45,212 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.941, mIoU: 0.722
2023-07-30 14:09:45,333 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-30 14:09:45,456 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.939, mIoU: 0.722
2023-07-30 14:09:45,576 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-30 14:09:45,696 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-30 14:09:45,814 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-30 14:09:45,936 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-30 14:09:46,054 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-30 14:09:46,171 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-30 14:09:46,289 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-30 14:09:46,410 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-30 14:09:46,527 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-30 14:09:46,645 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-30 14:09:46,760 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.939, mIoU: 0.719
2023-07-30 14:09:46,880 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.939, mIoU: 0.719
2023-07-30 14:09:46,996 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.939, mIoU: 0.719
2023-07-30 14:09:47,115 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.939, mIoU: 0.718
2023-07-30 14:09:47,233 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.939, mIoU: 0.718
2023-07-30 14:09:47,352 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-30 14:09:47,469 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-30 14:09:47,584 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.939, mIoU: 0.716
2023-07-30 14:09:47,700 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.939, mIoU: 0.716
2023-07-30 14:09:47,827 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.939, mIoU: 0.716
2023-07-30 14:09:47,948 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.939, mIoU: 0.715
2023-07-30 14:09:48,065 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.939, mIoU: 0.715
2023-07-30 14:09:48,179 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.939, mIoU: 0.716
2023-07-30 14:09:48,292 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.939, mIoU: 0.716
2023-07-30 14:09:48,407 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.938, mIoU: 0.716
2023-07-30 14:09:48,519 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-30 14:09:48,626 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.938, mIoU: 0.718
2023-07-30 14:09:48,732 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-30 14:09:48,837 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.938, mIoU: 0.717
2023-07-30 14:09:48,945 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.939, mIoU: 0.717
2023-07-30 14:09:49,049 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.939, mIoU: 0.717
2023-07-30 14:09:49,162 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.939, mIoU: 0.717
2023-07-30 14:09:49,279 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.939, mIoU: 0.716
2023-07-30 14:09:49,398 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.939, mIoU: 0.713
2023-07-30 14:09:49,518 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.940, mIoU: 0.713
2023-07-30 14:09:49,635 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.940, mIoU: 0.713
2023-07-30 14:09:49,751 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.939, mIoU: 0.711
2023-07-30 14:09:49,859 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.939, mIoU: 0.711
2023-07-30 14:09:49,991 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.939, mIoU: 0.712
2023-07-30 14:09:50,119 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.939, mIoU: 0.713
2023-07-30 14:09:50,248 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.939, mIoU: 0.712
2023-07-30 14:09:50,376 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.939, mIoU: 0.712
2023-07-30 14:09:50,503 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.939, mIoU: 0.712
2023-07-30 14:09:50,630 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.939, mIoU: 0.711
2023-07-30 14:09:50,755 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.939, mIoU: 0.713
2023-07-30 14:09:50,882 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.939, mIoU: 0.713
2023-07-30 14:09:51,010 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.939, mIoU: 0.712
2023-07-30 14:09:51,136 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.939, mIoU: 0.711
2023-07-30 14:09:51,261 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.939, mIoU: 0.711
2023-07-30 14:09:51,388 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.939, mIoU: 0.711
2023-07-30 14:09:51,510 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.939, mIoU: 0.711
2023-07-30 14:09:51,632 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.939, mIoU: 0.712
2023-07-30 14:09:51,753 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.939, mIoU: 0.712
2023-07-30 14:09:51,875 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.939, mIoU: 0.713
2023-07-30 14:09:51,999 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.939, mIoU: 0.713
2023-07-30 14:09:52,121 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.940, mIoU: 0.713
2023-07-30 14:09:52,242 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.940, mIoU: 0.713
2023-07-30 14:09:52,365 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.940, mIoU: 0.713
2023-07-30 14:09:52,494 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.940, mIoU: 0.713
2023-07-30 14:09:52,613 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.940, mIoU: 0.712
2023-07-30 14:09:52,733 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.939, mIoU: 0.710
2023-07-30 14:09:52,856 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.939, mIoU: 0.709
2023-07-30 14:09:52,983 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.939, mIoU: 0.709
2023-07-30 14:09:53,102 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.939, mIoU: 0.709
2023-07-30 14:09:53,221 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.939, mIoU: 0.709
2023-07-30 14:09:53,342 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.940, mIoU: 0.709
2023-07-30 14:09:53,463 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.940, mIoU: 0.709
2023-07-30 14:09:53,582 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.940, mIoU: 0.709
2023-07-30 14:09:53,703 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.940, mIoU: 0.709
2023-07-30 14:09:53,823 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-30 14:09:53,943 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-30 14:09:54,060 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-30 14:09:54,175 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.941, mIoU: 0.710
2023-07-30 14:09:54,292 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.941, mIoU: 0.710
2023-07-30 14:09:54,410 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-30 14:09:54,528 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-30 14:09:54,645 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-30 14:09:54,759 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-30 14:09:54,875 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-30 14:09:54,992 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.941, mIoU: 0.710
2023-07-30 14:09:55,110 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.941, mIoU: 0.710
2023-07-30 14:09:55,228 semantic_segmentation INFO: Sample: 183, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-30 14:09:55,344 semantic_segmentation INFO: Sample: 184, Validation pixAcc: 0.941, mIoU: 0.711
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2023-07-30 14:10:18,392 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.945, mIoU: 0.703
2023-07-30 14:10:18,510 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-30 14:10:18,628 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-30 14:10:18,746 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-30 14:10:18,865 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-30 14:10:18,986 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-30 14:10:19,105 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.945, mIoU: 0.703
2023-07-30 14:10:19,224 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-30 14:10:19,344 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-30 14:10:19,462 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-30 14:10:19,581 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-30 14:10:19,698 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-30 14:10:19,816 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-30 14:10:19,932 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-30 14:10:20,050 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-30 14:10:20,166 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-30 14:10:20,283 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-30 14:10:20,405 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-30 14:10:20,522 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-30 14:10:20,639 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-30 14:10:20,755 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-30 14:10:20,871 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-30 14:10:20,988 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-30 14:10:21,104 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-30 14:10:21,220 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-30 14:10:21,337 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-30 14:10:21,459 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-30 14:10:21,575 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-30 14:10:21,692 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-30 14:10:21,802 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-30 14:10:21,915 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-30 14:10:22,027 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-30 14:10:22,144 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-30 14:10:22,266 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.947, mIoU: 0.705
2023-07-30 14:10:22,382 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.947, mIoU: 0.705
2023-07-30 14:10:22,499 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.947, mIoU: 0.705
2023-07-30 14:10:22,608 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.947, mIoU: 0.705
2023-07-30 14:10:22,717 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 14:10:22,823 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 14:10:22,933 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 14:10:23,041 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 14:10:23,149 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 14:10:23,258 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 14:10:23,402 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 14:10:23,550 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 14:10:23,695 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-30 14:10:23,832 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-30 14:10:23,969 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-30 14:10:24,102 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-30 14:10:24,233 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-30 14:10:24,362 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-30 14:10:24,494 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 14:10:24,621 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-30 14:10:24,749 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 14:10:24,876 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 14:10:25,002 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 14:10:25,126 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 14:10:25,249 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 14:10:25,372 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 14:10:25,498 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 14:10:25,623 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 14:10:25,748 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 14:10:25,871 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 14:10:25,994 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 14:10:26,115 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 14:10:26,235 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 14:10:26,356 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 14:10:26,479 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 14:10:26,599 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 14:10:26,716 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 14:10:26,833 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 14:10:26,953 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 14:10:27,070 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 14:10:27,186 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-30 14:10:27,303 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-30 14:10:27,421 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-30 14:10:27,538 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-30 14:10:27,657 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-30 14:10:27,777 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-30 14:10:27,891 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 14:10:28,008 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 14:10:28,124 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 14:10:28,242 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 14:10:28,357 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 14:10:28,476 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 14:10:28,591 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 14:10:28,708 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-30 14:10:28,825 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 14:10:28,941 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 14:10:29,057 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 14:10:29,166 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 14:10:29,274 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 14:10:29,384 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 14:10:29,506 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 14:10:29,621 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 14:10:29,744 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 14:10:29,866 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 14:10:29,988 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 14:10:30,109 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-30 14:10:30,227 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-30 14:10:30,348 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-30 14:10:30,469 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 14:10:30,591 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-30 14:10:30,711 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-30 14:10:30,828 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-30 14:10:30,948 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-30 14:10:31,068 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-30 14:10:31,187 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-30 14:10:31,305 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-30 14:10:31,424 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-30 14:10:31,546 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 14:10:31,663 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 14:10:31,782 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 14:10:31,900 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 14:10:32,017 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 14:10:32,133 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 14:10:32,249 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 14:10:32,364 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 14:10:32,480 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 14:10:32,604 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 14:11:08,150 semantic_segmentation INFO: Iters: 76810/150000 || Lr: 0.010485 || Task Loss: 0.2145 || KD Loss: 0.0630|| 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: 3 days, 0:28:15 || Estimated Time: 2 days, 21:03:18
2023-07-30 14:11:43,679 semantic_segmentation INFO: Iters: 76820/150000 || Lr: 0.010484 || Task Loss: 0.2593 || KD Loss: 0.0786|| 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: 3 days, 0:28:50 || Estimated Time: 2 days, 21:02:45
2023-07-30 14:12:19,093 semantic_segmentation INFO: Iters: 76830/150000 || Lr: 0.010482 || Task Loss: 0.1595 || KD Loss: 0.0412|| 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: 3 days, 0:29:25 || Estimated Time: 2 days, 21:02:12
2023-07-30 14:12:54,266 semantic_segmentation INFO: Iters: 76840/150000 || Lr: 0.010481 || Task Loss: 0.1964 || KD Loss: 0.0506|| 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: 3 days, 0:30:01 || Estimated Time: 2 days, 21:01:40
2023-07-30 14:13:29,966 semantic_segmentation INFO: Iters: 76850/150000 || Lr: 0.010480 || Task Loss: 0.1833 || KD Loss: 0.0573|| 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: 3 days, 0:30:36 || Estimated Time: 2 days, 21:01:07
2023-07-30 14:14:05,446 semantic_segmentation INFO: Iters: 76860/150000 || Lr: 0.010478 || Task Loss: 0.2266 || KD Loss: 0.0529|| 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: 3 days, 0:31:12 || Estimated Time: 2 days, 21:00:35
2023-07-30 14:14:41,720 semantic_segmentation INFO: Iters: 76870/150000 || Lr: 0.010477 || Task Loss: 0.1723 || KD Loss: 0.0367|| 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: 3 days, 0:31:48 || Estimated Time: 2 days, 21:00:03
2023-07-30 14:15:19,864 semantic_segmentation INFO: Iters: 76880/150000 || Lr: 0.010476 || Task Loss: 0.2616 || KD Loss: 0.0885|| 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: 3 days, 0:32:26 || Estimated Time: 2 days, 20:59:33
2023-07-30 14:15:55,107 semantic_segmentation INFO: Iters: 76890/150000 || Lr: 0.010474 || Task Loss: 0.2153 || KD Loss: 0.0757|| 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: 3 days, 0:33:01 || Estimated Time: 2 days, 20:59:00
2023-07-30 14:16:30,577 semantic_segmentation INFO: Iters: 76900/150000 || Lr: 0.010473 || Task Loss: 0.2337 || KD Loss: 0.0585|| 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: 3 days, 0:33:37 || Estimated Time: 2 days, 20:58:28
2023-07-30 14:17:05,798 semantic_segmentation INFO: Iters: 76910/150000 || Lr: 0.010472 || Task Loss: 0.2017 || KD Loss: 0.0449|| 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: 3 days, 0:34:12 || Estimated Time: 2 days, 20:57:55
2023-07-30 14:17:41,347 semantic_segmentation INFO: Iters: 76920/150000 || Lr: 0.010471 || Task Loss: 0.1827 || KD Loss: 0.0505|| 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: 3 days, 0:34:48 || Estimated Time: 2 days, 20:57:22
2023-07-30 14:18:16,961 semantic_segmentation INFO: Iters: 76930/150000 || Lr: 0.010469 || Task Loss: 0.1968 || KD Loss: 0.0972|| 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: 3 days, 0:35:23 || Estimated Time: 2 days, 20:56:50
2023-07-30 14:18:52,081 semantic_segmentation INFO: Iters: 76940/150000 || Lr: 0.010468 || Task Loss: 0.1901 || KD Loss: 0.0525|| 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: 3 days, 0:35:58 || Estimated Time: 2 days, 20:56:17
2023-07-30 14:19:27,740 semantic_segmentation INFO: Iters: 76950/150000 || Lr: 0.010467 || Task Loss: 0.2397 || KD Loss: 0.0698|| 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: 3 days, 0:36:34 || Estimated Time: 2 days, 20:55:45
2023-07-30 14:20:02,988 semantic_segmentation INFO: Iters: 76960/150000 || Lr: 0.010465 || Task Loss: 0.2280 || KD Loss: 0.0636|| 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: 3 days, 0:37:09 || Estimated Time: 2 days, 20:55:12
2023-07-30 14:20:38,508 semantic_segmentation INFO: Iters: 76970/150000 || Lr: 0.010464 || Task Loss: 0.1659 || KD Loss: 0.0381|| 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: 3 days, 0:37:45 || Estimated Time: 2 days, 20:54:40
2023-07-30 14:21:13,972 semantic_segmentation INFO: Iters: 76980/150000 || Lr: 0.010463 || Task Loss: 0.2007 || KD Loss: 0.0600|| 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 days, 0:38:20 || Estimated Time: 2 days, 20:54:07
2023-07-30 14:21:49,357 semantic_segmentation INFO: Iters: 76990/150000 || Lr: 0.010462 || Task Loss: 0.2298 || KD Loss: 0.0500|| 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: 3 days, 0:38:56 || Estimated Time: 2 days, 20:53:34
2023-07-30 14:22:24,765 semantic_segmentation INFO: Iters: 77000/150000 || Lr: 0.010460 || Task Loss: 0.1761 || KD Loss: 0.0518|| 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: 3 days, 0:39:31 || Estimated Time: 2 days, 20:53:02
2023-07-30 14:23:00,090 semantic_segmentation INFO: Iters: 77010/150000 || Lr: 0.010459 || Task Loss: 0.1811 || KD Loss: 0.0485|| 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: 3 days, 0:40:06 || Estimated Time: 2 days, 20:52:29
2023-07-30 14:23:35,733 semantic_segmentation INFO: Iters: 77020/150000 || Lr: 0.010458 || Task Loss: 0.2428 || KD Loss: 0.0649|| 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 days, 0:40:42 || Estimated Time: 2 days, 20:51:57
2023-07-30 14:24:11,065 semantic_segmentation INFO: Iters: 77030/150000 || Lr: 0.010456 || Task Loss: 0.2155 || KD Loss: 0.0528|| 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: 3 days, 0:41:17 || Estimated Time: 2 days, 20:51:24
2023-07-30 14:24:46,483 semantic_segmentation INFO: Iters: 77040/150000 || Lr: 0.010455 || Task Loss: 0.1611 || KD Loss: 0.0430|| 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: 3 days, 0:41:53 || Estimated Time: 2 days, 20:50:51
2023-07-30 14:25:21,822 semantic_segmentation INFO: Iters: 77050/150000 || Lr: 0.010454 || Task Loss: 0.2215 || KD Loss: 0.0555|| 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: 3 days, 0:42:28 || Estimated Time: 2 days, 20:50:19
2023-07-30 14:25:57,051 semantic_segmentation INFO: Iters: 77060/150000 || Lr: 0.010453 || Task Loss: 0.1752 || KD Loss: 0.0374|| 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: 3 days, 0:43:03 || Estimated Time: 2 days, 20:49:46
2023-07-30 14:26:32,681 semantic_segmentation INFO: Iters: 77070/150000 || Lr: 0.010451 || Task Loss: 0.2659 || KD Loss: 0.0552|| 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: 3 days, 0:43:39 || Estimated Time: 2 days, 20:49:14
2023-07-30 14:27:07,916 semantic_segmentation INFO: Iters: 77080/150000 || Lr: 0.010450 || Task Loss: 0.2765 || KD Loss: 0.0804|| 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: 3 days, 0:44:14 || Estimated Time: 2 days, 20:48:41
2023-07-30 14:27:43,431 semantic_segmentation INFO: Iters: 77090/150000 || Lr: 0.010449 || Task Loss: 0.1892 || KD Loss: 0.0519|| 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: 3 days, 0:44:50 || Estimated Time: 2 days, 20:48:08
2023-07-30 14:28:19,241 semantic_segmentation INFO: Iters: 77100/150000 || Lr: 0.010447 || Task Loss: 0.2041 || KD Loss: 0.0486|| 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: 3 days, 0:45:26 || Estimated Time: 2 days, 20:47:36
2023-07-30 14:28:54,702 semantic_segmentation INFO: Iters: 77110/150000 || Lr: 0.010446 || Task Loss: 0.2848 || KD Loss: 0.0473|| 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: 3 days, 0:46:01 || Estimated Time: 2 days, 20:47:04
2023-07-30 14:29:29,846 semantic_segmentation INFO: Iters: 77120/150000 || Lr: 0.010445 || Task Loss: 0.2464 || KD Loss: 0.0771|| 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: 3 days, 0:46:36 || Estimated Time: 2 days, 20:46:31
2023-07-30 14:30:05,267 semantic_segmentation INFO: Iters: 77130/150000 || Lr: 0.010444 || Task Loss: 0.1606 || KD Loss: 0.0485|| 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: 3 days, 0:47:12 || Estimated Time: 2 days, 20:45:58
2023-07-30 14:30:40,689 semantic_segmentation INFO: Iters: 77140/150000 || Lr: 0.010442 || Task Loss: 0.5287 || KD Loss: 0.2823|| 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: 3 days, 0:47:47 || Estimated Time: 2 days, 20:45:25
2023-07-30 14:31:16,331 semantic_segmentation INFO: Iters: 77150/150000 || Lr: 0.010441 || Task Loss: 0.2148 || KD Loss: 0.0829|| 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: 3 days, 0:48:23 || Estimated Time: 2 days, 20:44:53
2023-07-30 14:31:51,615 semantic_segmentation INFO: Iters: 77160/150000 || Lr: 0.010440 || Task Loss: 0.2170 || KD Loss: 0.0580|| 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: 3 days, 0:48:58 || Estimated Time: 2 days, 20:44:20
2023-07-30 14:32:26,978 semantic_segmentation INFO: Iters: 77170/150000 || Lr: 0.010438 || Task Loss: 0.2162 || KD Loss: 0.0558|| 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: 3 days, 0:49:33 || Estimated Time: 2 days, 20:43:48
2023-07-30 14:33:02,519 semantic_segmentation INFO: Iters: 77180/150000 || Lr: 0.010437 || Task Loss: 0.2003 || KD Loss: 0.0565|| 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: 3 days, 0:50:09 || Estimated Time: 2 days, 20:43:15
2023-07-30 14:33:37,770 semantic_segmentation INFO: Iters: 77190/150000 || Lr: 0.010436 || Task Loss: 0.1543 || KD Loss: 0.0400|| 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: 3 days, 0:50:44 || Estimated Time: 2 days, 20:42:42
2023-07-30 14:34:13,355 semantic_segmentation INFO: Iters: 77200/150000 || Lr: 0.010434 || Task Loss: 0.1541 || KD Loss: 0.0421|| 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: 3 days, 0:51:20 || Estimated Time: 2 days, 20:42:10
2023-07-30 14:34:48,768 semantic_segmentation INFO: Iters: 77210/150000 || Lr: 0.010433 || Task Loss: 0.2373 || KD Loss: 0.0503|| 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 days, 0:51:55 || Estimated Time: 2 days, 20:41:37
2023-07-30 14:35:23,996 semantic_segmentation INFO: Iters: 77220/150000 || Lr: 0.010432 || Task Loss: 0.1892 || KD Loss: 0.0611|| 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: 3 days, 0:52:30 || Estimated Time: 2 days, 20:41:04
2023-07-30 14:35:59,612 semantic_segmentation INFO: Iters: 77230/150000 || Lr: 0.010431 || Task Loss: 0.1702 || KD Loss: 0.0447|| 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: 3 days, 0:53:06 || Estimated Time: 2 days, 20:40:32
2023-07-30 14:36:34,816 semantic_segmentation INFO: Iters: 77240/150000 || Lr: 0.010429 || Task Loss: 0.1555 || KD Loss: 0.0414|| 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: 3 days, 0:53:41 || Estimated Time: 2 days, 20:39:59
2023-07-30 14:37:10,509 semantic_segmentation INFO: Iters: 77250/150000 || Lr: 0.010428 || Task Loss: 0.2218 || KD Loss: 0.0620|| 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: 3 days, 0:54:17 || Estimated Time: 2 days, 20:39:27
2023-07-30 14:37:46,197 semantic_segmentation INFO: Iters: 77260/150000 || Lr: 0.010427 || Task Loss: 0.2017 || KD Loss: 0.0565|| 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: 3 days, 0:54:53 || Estimated Time: 2 days, 20:38:54
2023-07-30 14:38:21,511 semantic_segmentation INFO: Iters: 77270/150000 || Lr: 0.010425 || Task Loss: 0.1931 || KD Loss: 0.0581|| 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: 3 days, 0:55:28 || Estimated Time: 2 days, 20:38:22
2023-07-30 14:38:57,014 semantic_segmentation INFO: Iters: 77280/150000 || Lr: 0.010424 || Task Loss: 0.1853 || KD Loss: 0.0539|| 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: 3 days, 0:56:03 || Estimated Time: 2 days, 20:37:49
2023-07-30 14:39:32,717 semantic_segmentation INFO: Iters: 77290/150000 || Lr: 0.010423 || Task Loss: 0.2439 || KD Loss: 0.0627|| 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: 3 days, 0:56:39 || Estimated Time: 2 days, 20:37:17
2023-07-30 14:40:07,987 semantic_segmentation INFO: Iters: 77300/150000 || Lr: 0.010422 || Task Loss: 0.2999 || KD Loss: 0.0557|| 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: 3 days, 0:57:14 || Estimated Time: 2 days, 20:36:44
2023-07-30 14:40:43,268 semantic_segmentation INFO: Iters: 77310/150000 || Lr: 0.010420 || Task Loss: 0.1682 || KD Loss: 0.0346|| 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: 3 days, 0:57:50 || Estimated Time: 2 days, 20:36:11
2023-07-30 14:41:18,635 semantic_segmentation INFO: Iters: 77320/150000 || Lr: 0.010419 || Task Loss: 0.2202 || KD Loss: 0.0558|| 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 days, 0:58:25 || Estimated Time: 2 days, 20:35:39
2023-07-30 14:41:54,599 semantic_segmentation INFO: Iters: 77330/150000 || Lr: 0.010418 || Task Loss: 0.2334 || KD Loss: 0.0622|| 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: 3 days, 0:59:01 || Estimated Time: 2 days, 20:35:06
2023-07-30 14:42:33,076 semantic_segmentation INFO: Iters: 77340/150000 || Lr: 0.010416 || Task Loss: 0.2002 || KD Loss: 0.0536|| 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: 3 days, 0:59:39 || Estimated Time: 2 days, 20:34:37
2023-07-30 14:43:08,425 semantic_segmentation INFO: Iters: 77350/150000 || Lr: 0.010415 || Task Loss: 0.1647 || KD Loss: 0.0567|| 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: 3 days, 1:00:15 || Estimated Time: 2 days, 20:34:04
2023-07-30 14:43:43,808 semantic_segmentation INFO: Iters: 77360/150000 || Lr: 0.010414 || Task Loss: 0.2617 || KD Loss: 0.0712|| 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: 3 days, 1:00:50 || Estimated Time: 2 days, 20:33:32
2023-07-30 14:44:18,874 semantic_segmentation INFO: Iters: 77370/150000 || Lr: 0.010413 || Task Loss: 0.2093 || KD Loss: 0.0665|| 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: 3 days, 1:01:25 || Estimated Time: 2 days, 20:32:59
2023-07-30 14:44:54,172 semantic_segmentation INFO: Iters: 77380/150000 || Lr: 0.010411 || Task Loss: 0.1758 || KD Loss: 0.0396|| 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: 3 days, 1:02:01 || Estimated Time: 2 days, 20:32:26
2023-07-30 14:45:29,511 semantic_segmentation INFO: Iters: 77390/150000 || Lr: 0.010410 || Task Loss: 0.2009 || KD Loss: 0.0397|| 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: 3 days, 1:02:36 || Estimated Time: 2 days, 20:31:53
2023-07-30 14:46:05,033 semantic_segmentation INFO: Iters: 77400/150000 || Lr: 0.010409 || Task Loss: 0.2127 || KD Loss: 0.1152|| 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: 3 days, 1:03:11 || Estimated Time: 2 days, 20:31:21
2023-07-30 14:46:40,388 semantic_segmentation INFO: Iters: 77410/150000 || Lr: 0.010407 || Task Loss: 0.1711 || KD Loss: 0.0356|| 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 days, 1:03:47 || Estimated Time: 2 days, 20:30:48
2023-07-30 14:47:15,607 semantic_segmentation INFO: Iters: 77420/150000 || Lr: 0.010406 || Task Loss: 0.1437 || KD Loss: 0.0402|| 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: 3 days, 1:04:22 || Estimated Time: 2 days, 20:30:15
2023-07-30 14:47:51,141 semantic_segmentation INFO: Iters: 77430/150000 || Lr: 0.010405 || Task Loss: 0.1920 || KD Loss: 0.0549|| 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: 3 days, 1:04:57 || Estimated Time: 2 days, 20:29:43
2023-07-30 14:48:26,679 semantic_segmentation INFO: Iters: 77440/150000 || Lr: 0.010404 || Task Loss: 0.1864 || KD Loss: 0.0398|| 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: 3 days, 1:05:33 || Estimated Time: 2 days, 20:29:10
2023-07-30 14:49:02,028 semantic_segmentation INFO: Iters: 77450/150000 || Lr: 0.010402 || Task Loss: 0.1934 || KD Loss: 0.0494|| 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: 3 days, 1:06:08 || Estimated Time: 2 days, 20:28:37
2023-07-30 14:49:37,560 semantic_segmentation INFO: Iters: 77460/150000 || Lr: 0.010401 || Task Loss: 0.2063 || KD Loss: 0.0500|| 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: 3 days, 1:06:44 || Estimated Time: 2 days, 20:28:05
2023-07-30 14:50:13,301 semantic_segmentation INFO: Iters: 77470/150000 || Lr: 0.010400 || Task Loss: 0.1841 || KD Loss: 0.0333|| 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: 3 days, 1:07:20 || Estimated Time: 2 days, 20:27:33
2023-07-30 14:50:48,581 semantic_segmentation INFO: Iters: 77480/150000 || Lr: 0.010398 || Task Loss: 0.2259 || KD Loss: 0.0655|| 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: 3 days, 1:07:55 || Estimated Time: 2 days, 20:27:00
2023-07-30 14:51:23,808 semantic_segmentation INFO: Iters: 77490/150000 || Lr: 0.010397 || Task Loss: 0.1787 || KD Loss: 0.0476|| 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: 3 days, 1:08:30 || Estimated Time: 2 days, 20:26:27
2023-07-30 14:51:59,174 semantic_segmentation INFO: Iters: 77500/150000 || Lr: 0.010396 || Task Loss: 0.1905 || KD Loss: 0.0498|| 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 days, 1:09:06 || Estimated Time: 2 days, 20:25:54
2023-07-30 14:52:34,798 semantic_segmentation INFO: Iters: 77510/150000 || Lr: 0.010394 || Task Loss: 0.2026 || KD Loss: 0.0455|| 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: 3 days, 1:09:41 || Estimated Time: 2 days, 20:25:22
2023-07-30 14:53:10,146 semantic_segmentation INFO: Iters: 77520/150000 || Lr: 0.010393 || Task Loss: 0.1438 || KD Loss: 0.0446|| 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: 3 days, 1:10:17 || Estimated Time: 2 days, 20:24:49
2023-07-30 14:53:45,523 semantic_segmentation INFO: Iters: 77530/150000 || Lr: 0.010392 || Task Loss: 0.1779 || KD Loss: 0.0469|| 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: 3 days, 1:10:52 || Estimated Time: 2 days, 20:24:16
2023-07-30 14:54:20,797 semantic_segmentation INFO: Iters: 77540/150000 || Lr: 0.010391 || Task Loss: 0.1760 || KD Loss: 0.0444|| 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: 3 days, 1:11:27 || Estimated Time: 2 days, 20:23:44
2023-07-30 14:54:56,269 semantic_segmentation INFO: Iters: 77550/150000 || Lr: 0.010389 || Task Loss: 0.3006 || KD Loss: 0.0489|| 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: 3 days, 1:12:03 || Estimated Time: 2 days, 20:23:11
2023-07-30 14:55:31,704 semantic_segmentation INFO: Iters: 77560/150000 || Lr: 0.010388 || Task Loss: 0.2413 || KD Loss: 0.0577|| 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: 3 days, 1:12:38 || Estimated Time: 2 days, 20:22:38
2023-07-30 14:56:07,162 semantic_segmentation INFO: Iters: 77570/150000 || Lr: 0.010387 || Task Loss: 0.1948 || KD Loss: 0.0729|| 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: 3 days, 1:13:14 || Estimated Time: 2 days, 20:22:06
2023-07-30 14:56:42,473 semantic_segmentation INFO: Iters: 77580/150000 || Lr: 0.010385 || Task Loss: 0.2860 || KD Loss: 0.1046|| 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: 3 days, 1:13:49 || Estimated Time: 2 days, 20:21:33
2023-07-30 14:57:18,079 semantic_segmentation INFO: Iters: 77590/150000 || Lr: 0.010384 || Task Loss: 0.2041 || KD Loss: 0.0508|| 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: 3 days, 1:14:24 || Estimated Time: 2 days, 20:21:01
2023-07-30 14:57:53,327 semantic_segmentation INFO: Iters: 77600/150000 || Lr: 0.010383 || Task Loss: 0.1901 || KD Loss: 0.0586|| 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: 3 days, 1:15:00 || Estimated Time: 2 days, 20:20:28
2023-07-30 14:57:53,410 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 14:57:54,424 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.960, mIoU: 0.396
2023-07-30 14:57:54,536 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.481
2023-07-30 14:57:54,654 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.492
2023-07-30 14:57:54,780 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.524
2023-07-30 14:57:54,893 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.518
2023-07-30 14:57:55,007 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.517
2023-07-30 14:57:55,116 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.547
2023-07-30 14:57:55,229 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.594
2023-07-30 14:57:55,342 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.968, mIoU: 0.616
2023-07-30 14:57:55,458 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.964, mIoU: 0.654
2023-07-30 14:57:55,578 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.964, mIoU: 0.663
2023-07-30 14:57:55,691 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.690
2023-07-30 14:57:55,807 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.697
2023-07-30 14:57:55,920 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.679
2023-07-30 14:57:56,030 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.955, mIoU: 0.683
2023-07-30 14:57:56,144 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.673
2023-07-30 14:57:56,288 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.952, mIoU: 0.677
2023-07-30 14:57:56,444 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.952, mIoU: 0.679
2023-07-30 14:57:56,587 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.951, mIoU: 0.686
2023-07-30 14:57:56,726 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.694
2023-07-30 14:57:56,862 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.695
2023-07-30 14:57:56,994 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.945, mIoU: 0.652
2023-07-30 14:57:57,124 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.945, mIoU: 0.656
2023-07-30 14:57:57,254 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-30 14:57:57,382 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-30 14:57:57,506 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-30 14:57:57,631 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.943, mIoU: 0.671
2023-07-30 14:57:57,757 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.942, mIoU: 0.667
2023-07-30 14:57:57,880 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.942, mIoU: 0.677
2023-07-30 14:57:58,003 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.689
2023-07-30 14:57:58,122 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.688
2023-07-30 14:57:58,243 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.685
2023-07-30 14:57:58,362 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.687
2023-07-30 14:57:58,485 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-30 14:57:58,603 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.686
2023-07-30 14:57:58,725 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-30 14:57:58,844 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-30 14:57:58,961 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.943, mIoU: 0.681
2023-07-30 14:57:59,079 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.942, mIoU: 0.677
2023-07-30 14:57:59,202 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.943, mIoU: 0.678
2023-07-30 14:57:59,318 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.943, mIoU: 0.677
2023-07-30 14:57:59,437 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-30 14:57:59,554 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-30 14:57:59,671 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.680
2023-07-30 14:57:59,788 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-30 14:57:59,905 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-30 14:58:00,020 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.946, mIoU: 0.680
2023-07-30 14:58:00,138 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.947, mIoU: 0.678
2023-07-30 14:58:00,252 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.681
2023-07-30 14:58:00,369 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.947, mIoU: 0.684
2023-07-30 14:58:00,488 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.947, mIoU: 0.684
2023-07-30 14:58:00,604 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-30 14:58:00,719 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.946, mIoU: 0.692
2023-07-30 14:58:00,836 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.946, mIoU: 0.693
2023-07-30 14:58:00,951 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.692
2023-07-30 14:58:01,064 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-30 14:58:01,177 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.945, mIoU: 0.698
2023-07-30 14:58:01,292 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.945, mIoU: 0.704
2023-07-30 14:58:01,408 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-30 14:58:01,524 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.945, mIoU: 0.705
2023-07-30 14:58:01,637 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.945, mIoU: 0.708
2023-07-30 14:58:01,751 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.945, mIoU: 0.710
2023-07-30 14:58:01,863 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.945, mIoU: 0.708
2023-07-30 14:58:01,972 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-30 14:58:02,079 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.945, mIoU: 0.713
2023-07-30 14:58:02,186 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-30 14:58:02,295 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-30 14:58:02,422 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.943, mIoU: 0.712
2023-07-30 14:58:02,562 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.943, mIoU: 0.711
2023-07-30 14:58:02,693 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.943, mIoU: 0.711
2023-07-30 14:58:02,820 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.943, mIoU: 0.711
2023-07-30 14:58:02,947 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-30 14:58:03,072 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-30 14:58:03,197 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-30 14:58:03,323 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.944, mIoU: 0.710
2023-07-30 14:58:03,446 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.944, mIoU: 0.710
2023-07-30 14:58:03,570 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.944, mIoU: 0.710
2023-07-30 14:58:03,694 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.945, mIoU: 0.710
2023-07-30 14:58:03,817 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.944, mIoU: 0.710
2023-07-30 14:58:03,941 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.945, mIoU: 0.711
2023-07-30 14:58:04,064 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.944, mIoU: 0.712
2023-07-30 14:58:04,185 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.944, mIoU: 0.712
2023-07-30 14:58:04,306 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.944, mIoU: 0.711
2023-07-30 14:58:04,427 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.944, mIoU: 0.710
2023-07-30 14:58:04,551 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.941, mIoU: 0.705
2023-07-30 14:58:04,668 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.941, mIoU: 0.705
2023-07-30 14:58:04,790 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.941, mIoU: 0.705
2023-07-30 14:58:04,910 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.942, mIoU: 0.705
2023-07-30 14:58:05,030 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.942, mIoU: 0.705
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2023-07-30 14:58:52,081 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.952, mIoU: 0.706
2023-07-30 14:58:52,201 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.952, mIoU: 0.706
2023-07-30 14:58:52,320 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.952, mIoU: 0.706
2023-07-30 14:58:52,434 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.952, mIoU: 0.706
2023-07-30 14:58:52,549 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.952, mIoU: 0.707
2023-07-30 14:58:52,661 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.952, mIoU: 0.707
2023-07-30 14:58:52,775 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.952, mIoU: 0.707
2023-07-30 14:58:52,887 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.952, mIoU: 0.707
2023-07-30 14:58:53,004 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.952, mIoU: 0.707
2023-07-30 14:58:53,123 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.952, mIoU: 0.707
2023-07-30 14:58:53,247 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.952, mIoU: 0.707
2023-07-30 14:58:53,360 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.952, mIoU: 0.707
2023-07-30 14:58:53,468 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.952, mIoU: 0.707
2023-07-30 14:58:53,575 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.952, mIoU: 0.707
2023-07-30 14:58:53,681 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.952, mIoU: 0.707
2023-07-30 14:58:53,788 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.952, mIoU: 0.707
2023-07-30 14:58:53,892 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.952, mIoU: 0.707
2023-07-30 14:58:53,995 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.952, mIoU: 0.707
2023-07-30 14:59:29,885 semantic_segmentation INFO: Iters: 77610/150000 || Lr: 0.010382 || Task Loss: 0.2141 || KD Loss: 0.0477|| 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: 3 days, 1:16:36 || Estimated Time: 2 days, 20:20:52
2023-07-30 15:00:05,231 semantic_segmentation INFO: Iters: 77620/150000 || Lr: 0.010380 || Task Loss: 0.2058 || KD Loss: 0.0482|| 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: 3 days, 1:17:12 || Estimated Time: 2 days, 20:20:20
2023-07-30 15:00:40,519 semantic_segmentation INFO: Iters: 77630/150000 || Lr: 0.010379 || Task Loss: 0.2242 || KD Loss: 0.0475|| 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 days, 1:17:47 || Estimated Time: 2 days, 20:19:47
2023-07-30 15:01:15,963 semantic_segmentation INFO: Iters: 77640/150000 || Lr: 0.010378 || Task Loss: 0.2475 || KD Loss: 0.0701|| 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: 3 days, 1:18:22 || Estimated Time: 2 days, 20:19:14
2023-07-30 15:01:51,722 semantic_segmentation INFO: Iters: 77650/150000 || Lr: 0.010376 || Task Loss: 0.2705 || KD Loss: 0.0755|| 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: 3 days, 1:18:58 || Estimated Time: 2 days, 20:18:42
2023-07-30 15:02:27,151 semantic_segmentation INFO: Iters: 77660/150000 || Lr: 0.010375 || Task Loss: 0.1956 || KD Loss: 0.0428|| 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: 3 days, 1:19:34 || Estimated Time: 2 days, 20:18:09
2023-07-30 15:03:02,441 semantic_segmentation INFO: Iters: 77670/150000 || Lr: 0.010374 || Task Loss: 0.2411 || KD Loss: 0.0472|| 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: 3 days, 1:20:09 || Estimated Time: 2 days, 20:17:36
2023-07-30 15:03:37,631 semantic_segmentation INFO: Iters: 77680/150000 || Lr: 0.010373 || Task Loss: 0.2931 || KD Loss: 0.0834|| 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: 3 days, 1:20:44 || Estimated Time: 2 days, 20:17:04
2023-07-30 15:04:13,311 semantic_segmentation INFO: Iters: 77690/150000 || Lr: 0.010371 || Task Loss: 0.1510 || KD Loss: 0.0284|| 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: 3 days, 1:21:20 || Estimated Time: 2 days, 20:16:31
2023-07-30 15:04:48,725 semantic_segmentation INFO: Iters: 77700/150000 || Lr: 0.010370 || Task Loss: 0.2119 || KD Loss: 0.0539|| 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: 3 days, 1:21:55 || Estimated Time: 2 days, 20:15:58
2023-07-30 15:05:24,064 semantic_segmentation INFO: Iters: 77710/150000 || Lr: 0.010369 || Task Loss: 0.1754 || KD Loss: 0.0532|| 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: 3 days, 1:22:30 || Estimated Time: 2 days, 20:15:26
2023-07-30 15:05:59,533 semantic_segmentation INFO: Iters: 77720/150000 || Lr: 0.010367 || Task Loss: 0.2243 || KD Loss: 0.0428|| 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: 3 days, 1:23:06 || Estimated Time: 2 days, 20:14:53
2023-07-30 15:06:34,914 semantic_segmentation INFO: Iters: 77730/150000 || Lr: 0.010366 || Task Loss: 0.1687 || KD Loss: 0.0455|| 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: 3 days, 1:23:41 || Estimated Time: 2 days, 20:14:20
2023-07-30 15:07:10,483 semantic_segmentation INFO: Iters: 77740/150000 || Lr: 0.010365 || Task Loss: 0.2193 || KD Loss: 0.0576|| 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: 3 days, 1:24:17 || Estimated Time: 2 days, 20:13:48
2023-07-30 15:07:45,970 semantic_segmentation INFO: Iters: 77750/150000 || Lr: 0.010364 || Task Loss: 0.2090 || KD Loss: 0.0460|| 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: 3 days, 1:24:52 || Estimated Time: 2 days, 20:13:15
2023-07-30 15:08:21,310 semantic_segmentation INFO: Iters: 77760/150000 || Lr: 0.010362 || Task Loss: 0.1690 || KD Loss: 0.0357|| 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: 3 days, 1:25:28 || Estimated Time: 2 days, 20:12:42
2023-07-30 15:08:56,532 semantic_segmentation INFO: Iters: 77770/150000 || Lr: 0.010361 || Task Loss: 0.2423 || KD Loss: 0.0541|| 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: 3 days, 1:26:03 || Estimated Time: 2 days, 20:12:10
2023-07-30 15:09:35,786 semantic_segmentation INFO: Iters: 77780/150000 || Lr: 0.010360 || Task Loss: 0.1682 || KD Loss: 0.0396|| 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: 3 days, 1:26:42 || Estimated Time: 2 days, 20:11:41
2023-07-30 15:10:10,855 semantic_segmentation INFO: Iters: 77790/150000 || Lr: 0.010358 || Task Loss: 0.1329 || KD Loss: 0.0427|| 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: 3 days, 1:27:17 || Estimated Time: 2 days, 20:11:08
2023-07-30 15:10:46,275 semantic_segmentation INFO: Iters: 77800/150000 || Lr: 0.010357 || Task Loss: 0.2204 || KD Loss: 0.0557|| 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: 3 days, 1:27:53 || Estimated Time: 2 days, 20:10:35
2023-07-30 15:11:21,886 semantic_segmentation INFO: Iters: 77810/150000 || Lr: 0.010356 || Task Loss: 0.1840 || KD Loss: 0.0364|| 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: 3 days, 1:28:28 || Estimated Time: 2 days, 20:10:02
2023-07-30 15:11:57,111 semantic_segmentation INFO: Iters: 77820/150000 || Lr: 0.010354 || Task Loss: 0.2107 || KD Loss: 0.0536|| 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: 3 days, 1:29:03 || Estimated Time: 2 days, 20:09:30
2023-07-30 15:12:32,354 semantic_segmentation INFO: Iters: 77830/150000 || Lr: 0.010353 || Task Loss: 0.1788 || KD Loss: 0.0484|| 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: 3 days, 1:29:39 || Estimated Time: 2 days, 20:08:57
2023-07-30 15:13:07,896 semantic_segmentation INFO: Iters: 77840/150000 || Lr: 0.010352 || Task Loss: 0.1831 || KD Loss: 0.0779|| 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: 3 days, 1:30:14 || Estimated Time: 2 days, 20:08:24
2023-07-30 15:13:43,428 semantic_segmentation INFO: Iters: 77850/150000 || Lr: 0.010351 || Task Loss: 0.1511 || KD Loss: 0.0474|| 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: 3 days, 1:30:50 || Estimated Time: 2 days, 20:07:52
2023-07-30 15:14:18,812 semantic_segmentation INFO: Iters: 77860/150000 || Lr: 0.010349 || Task Loss: 0.2545 || KD Loss: 0.0833|| 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: 3 days, 1:31:25 || Estimated Time: 2 days, 20:07:19
2023-07-30 15:14:54,126 semantic_segmentation INFO: Iters: 77870/150000 || Lr: 0.010348 || Task Loss: 0.2077 || KD Loss: 0.0435|| 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: 3 days, 1:32:00 || Estimated Time: 2 days, 20:06:46
2023-07-30 15:15:29,332 semantic_segmentation INFO: Iters: 77880/150000 || Lr: 0.010347 || Task Loss: 0.1909 || KD Loss: 0.0575|| 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: 3 days, 1:32:36 || Estimated Time: 2 days, 20:06:13
2023-07-30 15:16:05,263 semantic_segmentation INFO: Iters: 77890/150000 || Lr: 0.010345 || Task Loss: 0.1769 || KD Loss: 0.0403|| 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: 3 days, 1:33:12 || Estimated Time: 2 days, 20:05:41
2023-07-30 15:16:40,556 semantic_segmentation INFO: Iters: 77900/150000 || Lr: 0.010344 || Task Loss: 0.1843 || KD Loss: 0.0463|| 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: 3 days, 1:33:47 || Estimated Time: 2 days, 20:05:08
2023-07-30 15:17:15,817 semantic_segmentation INFO: Iters: 77910/150000 || Lr: 0.010343 || Task Loss: 0.2056 || KD Loss: 0.0399|| 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: 3 days, 1:34:22 || Estimated Time: 2 days, 20:04:35
2023-07-30 15:17:50,991 semantic_segmentation INFO: Iters: 77920/150000 || Lr: 0.010342 || Task Loss: 0.1653 || KD Loss: 0.0487|| 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: 3 days, 1:34:57 || Estimated Time: 2 days, 20:04:02
2023-07-30 15:18:26,417 semantic_segmentation INFO: Iters: 77930/150000 || Lr: 0.010340 || Task Loss: 0.2172 || KD Loss: 0.0465|| 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: 3 days, 1:35:33 || Estimated Time: 2 days, 20:03:30
2023-07-30 15:19:01,956 semantic_segmentation INFO: Iters: 77940/150000 || Lr: 0.010339 || Task Loss: 0.1540 || KD Loss: 0.0476|| 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: 3 days, 1:36:08 || Estimated Time: 2 days, 20:02:57
2023-07-30 15:19:37,186 semantic_segmentation INFO: Iters: 77950/150000 || Lr: 0.010338 || Task Loss: 0.1610 || KD Loss: 0.0412|| 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: 3 days, 1:36:44 || Estimated Time: 2 days, 20:02:24
2023-07-30 15:20:12,635 semantic_segmentation INFO: Iters: 77960/150000 || Lr: 0.010336 || Task Loss: 0.2121 || KD Loss: 0.0456|| 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: 3 days, 1:37:19 || Estimated Time: 2 days, 20:01:52
2023-07-30 15:20:48,079 semantic_segmentation INFO: Iters: 77970/150000 || Lr: 0.010335 || Task Loss: 0.1953 || KD Loss: 0.0506|| 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: 3 days, 1:37:54 || Estimated Time: 2 days, 20:01:19
2023-07-30 15:21:23,603 semantic_segmentation INFO: Iters: 77980/150000 || Lr: 0.010334 || Task Loss: 0.1238 || KD Loss: 0.0396|| 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: 3 days, 1:38:30 || Estimated Time: 2 days, 20:00:46
2023-07-30 15:21:58,942 semantic_segmentation INFO: Iters: 77990/150000 || Lr: 0.010333 || Task Loss: 0.1347 || KD Loss: 0.0314|| 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: 3 days, 1:39:05 || Estimated Time: 2 days, 20:00:14
2023-07-30 15:22:34,241 semantic_segmentation INFO: Iters: 78000/150000 || Lr: 0.010331 || Task Loss: 0.1720 || KD Loss: 0.0530|| 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: 3 days, 1:39:41 || Estimated Time: 2 days, 19:59:41
2023-07-30 15:23:09,844 semantic_segmentation INFO: Iters: 78010/150000 || Lr: 0.010330 || Task Loss: 0.1223 || KD Loss: 0.0495|| 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: 3 days, 1:40:16 || Estimated Time: 2 days, 19:59:08
2023-07-30 15:23:45,004 semantic_segmentation INFO: Iters: 78020/150000 || Lr: 0.010329 || Task Loss: 0.1243 || KD Loss: 0.0340|| 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: 3 days, 1:40:51 || Estimated Time: 2 days, 19:58:35
2023-07-30 15:24:20,403 semantic_segmentation INFO: Iters: 78030/150000 || Lr: 0.010327 || Task Loss: 0.1372 || KD Loss: 0.0345|| 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: 3 days, 1:41:27 || Estimated Time: 2 days, 19:58:03
2023-07-30 15:24:55,928 semantic_segmentation INFO: Iters: 78040/150000 || Lr: 0.010326 || Task Loss: 0.1870 || KD Loss: 0.0428|| 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: 3 days, 1:42:02 || Estimated Time: 2 days, 19:57:30
2023-07-30 15:25:31,196 semantic_segmentation INFO: Iters: 78050/150000 || Lr: 0.010325 || Task Loss: 0.1856 || KD Loss: 0.0659|| 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: 3 days, 1:42:38 || Estimated Time: 2 days, 19:56:57
2023-07-30 15:26:06,993 semantic_segmentation INFO: Iters: 78060/150000 || Lr: 0.010323 || Task Loss: 0.1989 || KD Loss: 0.0453|| 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: 3 days, 1:43:13 || Estimated Time: 2 days, 19:56:25
2023-07-30 15:26:42,581 semantic_segmentation INFO: Iters: 78070/150000 || Lr: 0.010322 || Task Loss: 0.1855 || KD Loss: 0.0563|| 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: 3 days, 1:43:49 || Estimated Time: 2 days, 19:55:52
2023-07-30 15:27:17,834 semantic_segmentation INFO: Iters: 78080/150000 || Lr: 0.010321 || Task Loss: 0.2132 || KD Loss: 0.0497|| 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: 3 days, 1:44:24 || Estimated Time: 2 days, 19:55:20
2023-07-30 15:27:53,172 semantic_segmentation INFO: Iters: 78090/150000 || Lr: 0.010320 || Task Loss: 0.2067 || KD Loss: 0.0510|| 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: 3 days, 1:45:00 || Estimated Time: 2 days, 19:54:47
2023-07-30 15:28:28,616 semantic_segmentation INFO: Iters: 78100/150000 || Lr: 0.010318 || Task Loss: 0.1677 || KD Loss: 0.0404|| 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: 3 days, 1:45:35 || Estimated Time: 2 days, 19:54:14
2023-07-30 15:29:04,026 semantic_segmentation INFO: Iters: 78110/150000 || Lr: 0.010317 || Task Loss: 0.2171 || KD Loss: 0.0456|| 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: 3 days, 1:46:10 || Estimated Time: 2 days, 19:53:41
2023-07-30 15:29:39,421 semantic_segmentation INFO: Iters: 78120/150000 || Lr: 0.010316 || Task Loss: 0.3267 || KD Loss: 0.0648|| 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: 3 days, 1:46:46 || Estimated Time: 2 days, 19:53:09
2023-07-30 15:30:14,861 semantic_segmentation INFO: Iters: 78130/150000 || Lr: 0.010314 || Task Loss: 0.1429 || KD Loss: 0.0491|| 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: 3 days, 1:47:21 || Estimated Time: 2 days, 19:52:36
2023-07-30 15:30:50,173 semantic_segmentation INFO: Iters: 78140/150000 || Lr: 0.010313 || Task Loss: 0.1485 || KD Loss: 0.0302|| 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: 3 days, 1:47:57 || Estimated Time: 2 days, 19:52:03
2023-07-30 15:31:25,388 semantic_segmentation INFO: Iters: 78150/150000 || Lr: 0.010312 || Task Loss: 0.2048 || KD Loss: 0.0487|| 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: 3 days, 1:48:32 || Estimated Time: 2 days, 19:51:30
2023-07-30 15:32:00,900 semantic_segmentation INFO: Iters: 78160/150000 || Lr: 0.010311 || Task Loss: 0.1912 || KD Loss: 0.0380|| 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: 3 days, 1:49:07 || Estimated Time: 2 days, 19:50:58
2023-07-30 15:32:36,344 semantic_segmentation INFO: Iters: 78170/150000 || Lr: 0.010309 || Task Loss: 0.1844 || KD Loss: 0.0483|| 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: 3 days, 1:49:43 || Estimated Time: 2 days, 19:50:25
2023-07-30 15:33:11,553 semantic_segmentation INFO: Iters: 78180/150000 || Lr: 0.010308 || Task Loss: 0.1933 || KD Loss: 0.0497|| 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: 3 days, 1:50:18 || Estimated Time: 2 days, 19:49:52
2023-07-30 15:33:47,451 semantic_segmentation INFO: Iters: 78190/150000 || Lr: 0.010307 || Task Loss: 0.1827 || KD Loss: 0.0357|| 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: 3 days, 1:50:54 || Estimated Time: 2 days, 19:49:20
2023-07-30 15:34:22,967 semantic_segmentation INFO: Iters: 78200/150000 || Lr: 0.010305 || Task Loss: 0.1879 || KD Loss: 0.0524|| 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: 3 days, 1:51:29 || Estimated Time: 2 days, 19:48:47
2023-07-30 15:34:58,056 semantic_segmentation INFO: Iters: 78210/150000 || Lr: 0.010304 || Task Loss: 0.1382 || KD Loss: 0.0423|| 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: 3 days, 1:52:04 || Estimated Time: 2 days, 19:48:14
2023-07-30 15:35:33,416 semantic_segmentation INFO: Iters: 78220/150000 || Lr: 0.010303 || Task Loss: 0.2202 || KD Loss: 0.0403|| 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: 3 days, 1:52:40 || Estimated Time: 2 days, 19:47:42
2023-07-30 15:36:08,945 semantic_segmentation INFO: Iters: 78230/150000 || Lr: 0.010302 || Task Loss: 0.1819 || KD Loss: 0.0391|| 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: 3 days, 1:53:15 || Estimated Time: 2 days, 19:47:09
2023-07-30 15:36:48,077 semantic_segmentation INFO: Iters: 78240/150000 || Lr: 0.010300 || Task Loss: 0.1790 || KD Loss: 0.0338|| 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: 3 days, 1:53:54 || Estimated Time: 2 days, 19:46:40
2023-07-30 15:37:23,234 semantic_segmentation INFO: Iters: 78250/150000 || Lr: 0.010299 || Task Loss: 0.2391 || KD Loss: 0.0490|| 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: 3 days, 1:54:30 || Estimated Time: 2 days, 19:46:07
2023-07-30 15:37:58,257 semantic_segmentation INFO: Iters: 78260/150000 || Lr: 0.010298 || Task Loss: 0.1988 || KD Loss: 0.0555|| 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: 3 days, 1:55:05 || Estimated Time: 2 days, 19:45:34
2023-07-30 15:38:33,480 semantic_segmentation INFO: Iters: 78270/150000 || Lr: 0.010296 || Task Loss: 0.2269 || KD Loss: 0.0686|| 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: 3 days, 1:55:40 || Estimated Time: 2 days, 19:45:01
2023-07-30 15:39:08,882 semantic_segmentation INFO: Iters: 78280/150000 || Lr: 0.010295 || Task Loss: 0.1278 || KD Loss: 0.0437|| 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: 3 days, 1:56:15 || Estimated Time: 2 days, 19:44:28
2023-07-30 15:39:44,356 semantic_segmentation INFO: Iters: 78290/150000 || Lr: 0.010294 || Task Loss: 0.1654 || KD Loss: 0.0706|| 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: 3 days, 1:56:51 || Estimated Time: 2 days, 19:43:55
2023-07-30 15:40:19,861 semantic_segmentation INFO: Iters: 78300/150000 || Lr: 0.010292 || Task Loss: 0.2061 || KD Loss: 0.0524|| 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: 3 days, 1:57:26 || Estimated Time: 2 days, 19:43:23
2023-07-30 15:40:55,011 semantic_segmentation INFO: Iters: 78310/150000 || Lr: 0.010291 || Task Loss: 0.1428 || KD Loss: 0.0348|| 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: 3 days, 1:58:01 || Estimated Time: 2 days, 19:42:50
2023-07-30 15:41:30,673 semantic_segmentation INFO: Iters: 78320/150000 || Lr: 0.010290 || Task Loss: 0.1918 || KD Loss: 0.0509|| 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: 3 days, 1:58:37 || Estimated Time: 2 days, 19:42:17
2023-07-30 15:42:06,034 semantic_segmentation INFO: Iters: 78330/150000 || Lr: 0.010289 || Task Loss: 0.2338 || KD Loss: 0.2433|| 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: 3 days, 1:59:12 || Estimated Time: 2 days, 19:41:45
2023-07-30 15:42:41,203 semantic_segmentation INFO: Iters: 78340/150000 || Lr: 0.010287 || Task Loss: 0.1864 || KD Loss: 0.0565|| 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: 3 days, 1:59:48 || Estimated Time: 2 days, 19:41:12
2023-07-30 15:43:16,494 semantic_segmentation INFO: Iters: 78350/150000 || Lr: 0.010286 || Task Loss: 0.1803 || KD Loss: 0.0465|| 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: 3 days, 2:00:23 || Estimated Time: 2 days, 19:40:39
2023-07-30 15:43:52,163 semantic_segmentation INFO: Iters: 78360/150000 || Lr: 0.010285 || Task Loss: 0.2179 || KD Loss: 0.0554|| 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: 3 days, 2:00:59 || Estimated Time: 2 days, 19:40:06
2023-07-30 15:44:27,382 semantic_segmentation INFO: Iters: 78370/150000 || Lr: 0.010283 || Task Loss: 0.1952 || KD Loss: 0.0412|| 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: 3 days, 2:01:34 || Estimated Time: 2 days, 19:39:34
2023-07-30 15:45:02,884 semantic_segmentation INFO: Iters: 78380/150000 || Lr: 0.010282 || Task Loss: 0.1839 || KD Loss: 0.0425|| 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: 3 days, 2:02:09 || Estimated Time: 2 days, 19:39:01
2023-07-30 15:45:38,506 semantic_segmentation INFO: Iters: 78390/150000 || Lr: 0.010281 || Task Loss: 0.1672 || KD Loss: 0.0531|| 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: 3 days, 2:02:45 || Estimated Time: 2 days, 19:38:28
2023-07-30 15:46:13,798 semantic_segmentation INFO: Iters: 78400/150000 || Lr: 0.010280 || Task Loss: 0.1861 || KD Loss: 0.0288|| 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: 3 days, 2:03:20 || Estimated Time: 2 days, 19:37:55
2023-07-30 15:46:13,878 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 15:46:14,701 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.968, mIoU: 0.405
2023-07-30 15:46:14,863 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.972, mIoU: 0.482
2023-07-30 15:46:14,976 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.491
2023-07-30 15:46:15,094 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.525
2023-07-30 15:46:15,199 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.520
2023-07-30 15:46:15,304 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.524
2023-07-30 15:46:15,409 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.572
2023-07-30 15:46:15,516 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.620
2023-07-30 15:46:15,623 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.623
2023-07-30 15:46:15,749 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.656
2023-07-30 15:46:15,880 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.669
2023-07-30 15:46:16,008 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.960, mIoU: 0.678
2023-07-30 15:46:16,136 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.960, mIoU: 0.683
2023-07-30 15:46:16,262 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.664
2023-07-30 15:46:16,384 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.954, mIoU: 0.672
2023-07-30 15:46:16,506 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.657
2023-07-30 15:46:16,630 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.659
2023-07-30 15:46:16,753 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.661
2023-07-30 15:46:16,874 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.667
2023-07-30 15:46:16,995 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.674
2023-07-30 15:46:17,117 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.675
2023-07-30 15:46:17,238 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.942, mIoU: 0.640
2023-07-30 15:46:17,359 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.942, mIoU: 0.643
2023-07-30 15:46:17,479 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.942, mIoU: 0.652
2023-07-30 15:46:17,598 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.942, mIoU: 0.668
2023-07-30 15:46:17,717 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.942, mIoU: 0.669
2023-07-30 15:46:17,836 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.941, mIoU: 0.659
2023-07-30 15:46:17,955 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.941, mIoU: 0.654
2023-07-30 15:46:18,071 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.941, mIoU: 0.664
2023-07-30 15:46:18,192 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.941, mIoU: 0.653
2023-07-30 15:46:18,308 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.941, mIoU: 0.653
2023-07-30 15:46:18,425 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.941, mIoU: 0.652
2023-07-30 15:46:18,543 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.942, mIoU: 0.655
2023-07-30 15:46:18,660 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.942, mIoU: 0.654
2023-07-30 15:46:18,778 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.655
2023-07-30 15:46:18,894 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.942, mIoU: 0.655
2023-07-30 15:46:19,011 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.652
2023-07-30 15:46:19,129 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.941, mIoU: 0.651
2023-07-30 15:46:19,246 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.646
2023-07-30 15:46:19,361 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-30 15:46:19,477 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.649
2023-07-30 15:46:19,596 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.942, mIoU: 0.649
2023-07-30 15:46:19,712 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.943, mIoU: 0.650
2023-07-30 15:46:19,828 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.652
2023-07-30 15:46:19,945 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.944, mIoU: 0.651
2023-07-30 15:46:20,062 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.944, mIoU: 0.651
2023-07-30 15:46:20,184 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.945, mIoU: 0.652
2023-07-30 15:46:20,302 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.651
2023-07-30 15:46:20,419 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.946, mIoU: 0.654
2023-07-30 15:46:20,533 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.657
2023-07-30 15:46:20,649 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.657
2023-07-30 15:46:20,766 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.665
2023-07-30 15:46:20,883 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-30 15:46:21,002 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-30 15:46:21,118 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.669
2023-07-30 15:46:21,239 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.943, mIoU: 0.673
2023-07-30 15:46:21,351 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.944, mIoU: 0.673
2023-07-30 15:46:21,465 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.944, mIoU: 0.679
2023-07-30 15:46:21,580 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.944, mIoU: 0.680
2023-07-30 15:46:21,699 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.678
2023-07-30 15:46:21,820 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.943, mIoU: 0.681
2023-07-30 15:46:21,936 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.943, mIoU: 0.682
2023-07-30 15:46:22,051 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.943, mIoU: 0.682
2023-07-30 15:46:22,167 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-30 15:46:22,282 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-30 15:46:22,393 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.943, mIoU: 0.687
2023-07-30 15:46:22,510 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.942, mIoU: 0.686
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2023-07-30 15:46:22,860 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.943, mIoU: 0.687
2023-07-30 15:46:22,976 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.943, mIoU: 0.687
2023-07-30 15:46:23,090 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.943, mIoU: 0.686
2023-07-30 15:46:23,202 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.943, mIoU: 0.685
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2023-07-30 15:46:23,420 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.943, mIoU: 0.686
2023-07-30 15:46:23,533 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.943, mIoU: 0.686
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2023-07-30 15:46:24,111 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.943, mIoU: 0.688
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2023-07-30 15:46:24,568 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.940, mIoU: 0.681
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2023-07-30 15:46:24,801 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.940, mIoU: 0.682
2023-07-30 15:46:24,918 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.941, mIoU: 0.681
2023-07-30 15:46:25,031 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.940, mIoU: 0.681
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2023-07-30 15:46:25,254 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.941, mIoU: 0.682
2023-07-30 15:46:25,360 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.941, mIoU: 0.707
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2023-07-30 15:46:26,048 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.941, mIoU: 0.706
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2023-07-30 15:46:26,391 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.939, mIoU: 0.705
2023-07-30 15:46:26,508 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.939, mIoU: 0.704
2023-07-30 15:46:26,626 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.939, mIoU: 0.703
2023-07-30 15:46:26,748 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.939, mIoU: 0.703
2023-07-30 15:46:26,865 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.939, mIoU: 0.703
2023-07-30 15:46:26,979 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.939, mIoU: 0.703
2023-07-30 15:46:27,089 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.940, mIoU: 0.703
2023-07-30 15:46:27,206 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.940, mIoU: 0.704
2023-07-30 15:46:27,329 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.940, mIoU: 0.704
2023-07-30 15:46:27,448 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.940, mIoU: 0.704
2023-07-30 15:46:27,568 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.940, mIoU: 0.704
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2023-07-30 15:46:28,050 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.940, mIoU: 0.703
2023-07-30 15:46:28,171 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.940, mIoU: 0.703
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2023-07-30 15:46:28,411 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.940, mIoU: 0.704
2023-07-30 15:46:28,529 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.940, mIoU: 0.705
2023-07-30 15:46:28,649 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.940, mIoU: 0.704
2023-07-30 15:46:28,770 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.940, mIoU: 0.704
2023-07-30 15:46:28,892 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.940, mIoU: 0.704
2023-07-30 15:46:29,013 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.940, mIoU: 0.704
2023-07-30 15:46:29,133 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.940, mIoU: 0.708
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2023-07-30 15:46:29,370 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.939, mIoU: 0.709
2023-07-30 15:46:29,488 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.939, mIoU: 0.711
2023-07-30 15:46:29,608 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.940, mIoU: 0.711
2023-07-30 15:46:29,725 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.939, mIoU: 0.710
2023-07-30 15:46:29,841 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-30 15:46:29,948 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-30 15:46:30,059 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-30 15:46:30,172 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-30 15:46:30,288 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.941, mIoU: 0.710
2023-07-30 15:46:30,404 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.941, mIoU: 0.709
2023-07-30 15:46:30,525 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.941, mIoU: 0.709
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2023-07-30 15:46:31,086 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.941, mIoU: 0.709
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2023-07-30 15:46:31,831 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.941, mIoU: 0.709
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2023-07-30 15:46:32,075 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.941, mIoU: 0.708
2023-07-30 15:46:32,198 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.941, mIoU: 0.707
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2023-07-30 15:46:33,046 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.941, mIoU: 0.710
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2023-07-30 15:46:38,028 semantic_segmentation INFO: Sample: 200, Validation pixAcc: 0.943, mIoU: 0.709
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2023-07-30 15:47:01,282 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-30 15:47:01,390 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-30 15:47:01,500 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-30 15:47:01,616 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-30 15:47:01,737 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-30 15:47:01,859 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-30 15:47:01,980 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-30 15:47:02,100 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-30 15:47:02,219 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-30 15:47:02,340 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-30 15:47:02,458 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.947, mIoU: 0.705
2023-07-30 15:47:02,579 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.947, mIoU: 0.705
2023-07-30 15:47:02,699 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.947, mIoU: 0.705
2023-07-30 15:47:02,820 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.947, mIoU: 0.705
2023-07-30 15:47:02,936 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.947, mIoU: 0.705
2023-07-30 15:47:03,052 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 15:47:03,169 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 15:47:03,290 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 15:47:03,410 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 15:47:03,529 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 15:47:03,643 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 15:47:03,756 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 15:47:03,873 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 15:47:03,989 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 15:47:04,106 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-30 15:47:04,224 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-30 15:47:04,342 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-30 15:47:04,457 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-30 15:47:04,565 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-30 15:47:04,680 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 15:47:04,800 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 15:47:04,919 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 15:47:05,037 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 15:47:05,155 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 15:47:05,273 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 15:47:05,389 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 15:47:05,505 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 15:47:05,621 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 15:47:05,740 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 15:47:05,862 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 15:47:05,978 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 15:47:06,096 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 15:47:06,211 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 15:47:06,327 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.948, mIoU: 0.708
2023-07-30 15:47:06,448 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.948, mIoU: 0.708
2023-07-30 15:47:06,568 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 15:47:06,687 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 15:47:06,804 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.948, mIoU: 0.708
2023-07-30 15:47:06,925 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-30 15:47:07,043 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-30 15:47:07,161 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-30 15:47:07,280 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-30 15:47:07,397 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-30 15:47:07,514 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-30 15:47:07,634 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-30 15:47:07,754 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-30 15:47:07,874 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-30 15:47:07,992 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-30 15:47:08,111 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-30 15:47:08,226 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-30 15:47:08,341 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 15:47:08,450 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 15:47:08,561 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 15:47:08,665 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-30 15:47:08,786 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-30 15:47:08,909 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-30 15:47:09,030 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-30 15:47:09,151 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-30 15:47:09,270 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-30 15:47:09,390 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-30 15:47:09,510 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.949, mIoU: 0.712
2023-07-30 15:47:09,629 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-30 15:47:09,749 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-30 15:47:09,870 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-30 15:47:09,990 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-30 15:47:10,106 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-30 15:47:10,223 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-30 15:47:10,344 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-30 15:47:10,462 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-30 15:47:10,583 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-30 15:47:10,704 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 15:47:10,822 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 15:47:10,943 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 15:47:11,064 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 15:47:11,184 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 15:47:11,303 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 15:47:11,420 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 15:47:11,529 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 15:47:11,643 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 15:47:11,759 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 15:47:11,877 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 15:47:12,001 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 15:47:12,117 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 15:47:12,234 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 15:47:12,349 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.950, mIoU: 0.713
2023-07-30 15:47:12,464 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.950, mIoU: 0.713
2023-07-30 15:47:12,579 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.950, mIoU: 0.713
2023-07-30 15:47:12,698 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.950, mIoU: 0.713
2023-07-30 15:47:12,818 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.950, mIoU: 0.713
2023-07-30 15:47:12,935 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.950, mIoU: 0.713
2023-07-30 15:47:13,051 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.713
2023-07-30 15:47:13,161 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.713
2023-07-30 15:47:13,271 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.950, mIoU: 0.713
2023-07-30 15:47:13,379 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.950, mIoU: 0.713
2023-07-30 15:47:49,364 semantic_segmentation INFO: Iters: 78410/150000 || Lr: 0.010278 || Task Loss: 0.2510 || KD Loss: 0.0762|| 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 days, 2:04:56 || Estimated Time: 2 days, 19:38:18
2023-07-30 15:48:24,880 semantic_segmentation INFO: Iters: 78420/150000 || Lr: 0.010277 || Task Loss: 0.1530 || KD Loss: 0.0339|| 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: 3 days, 2:05:31 || Estimated Time: 2 days, 19:37:45
2023-07-30 15:48:59,986 semantic_segmentation INFO: Iters: 78430/150000 || Lr: 0.010276 || Task Loss: 0.2310 || KD Loss: 0.0504|| 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: 3 days, 2:06:06 || Estimated Time: 2 days, 19:37:12
2023-07-30 15:49:35,570 semantic_segmentation INFO: Iters: 78440/150000 || Lr: 0.010274 || Task Loss: 0.1959 || KD Loss: 0.0530|| 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 days, 2:06:42 || Estimated Time: 2 days, 19:36:40
2023-07-30 15:50:11,042 semantic_segmentation INFO: Iters: 78450/150000 || Lr: 0.010273 || Task Loss: 0.2730 || KD Loss: 0.0672|| 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: 3 days, 2:07:17 || Estimated Time: 2 days, 19:36:07
2023-07-30 15:50:46,218 semantic_segmentation INFO: Iters: 78460/150000 || Lr: 0.010272 || Task Loss: 0.1278 || KD Loss: 0.0476|| 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: 3 days, 2:07:53 || Estimated Time: 2 days, 19:35:34
2023-07-30 15:51:21,557 semantic_segmentation INFO: Iters: 78470/150000 || Lr: 0.010271 || Task Loss: 0.1884 || KD Loss: 0.0586|| 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: 3 days, 2:08:28 || Estimated Time: 2 days, 19:35:01
2023-07-30 15:51:56,723 semantic_segmentation INFO: Iters: 78480/150000 || Lr: 0.010269 || Task Loss: 0.1821 || KD Loss: 0.0476|| 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: 3 days, 2:09:03 || Estimated Time: 2 days, 19:34:28
2023-07-30 15:52:32,287 semantic_segmentation INFO: Iters: 78490/150000 || Lr: 0.010268 || Task Loss: 0.1467 || KD Loss: 0.0344|| 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: 3 days, 2:09:39 || Estimated Time: 2 days, 19:33:55
2023-07-30 15:53:07,787 semantic_segmentation INFO: Iters: 78500/150000 || Lr: 0.010267 || Task Loss: 0.1655 || KD Loss: 0.0340|| 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 days, 2:10:14 || Estimated Time: 2 days, 19:33:23
2023-07-30 15:53:43,115 semantic_segmentation INFO: Iters: 78510/150000 || Lr: 0.010265 || Task Loss: 0.2269 || KD Loss: 0.0455|| 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: 3 days, 2:10:49 || Estimated Time: 2 days, 19:32:50
2023-07-30 15:54:18,534 semantic_segmentation INFO: Iters: 78520/150000 || Lr: 0.010264 || Task Loss: 0.1577 || KD Loss: 0.0559|| 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: 3 days, 2:11:25 || Estimated Time: 2 days, 19:32:17
2023-07-30 15:54:54,022 semantic_segmentation INFO: Iters: 78530/150000 || Lr: 0.010263 || Task Loss: 0.2206 || KD Loss: 0.0621|| 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: 3 days, 2:12:00 || Estimated Time: 2 days, 19:31:45
2023-07-30 15:55:29,441 semantic_segmentation INFO: Iters: 78540/150000 || Lr: 0.010261 || Task Loss: 0.2169 || KD Loss: 0.0862|| 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 days, 2:12:36 || Estimated Time: 2 days, 19:31:12
2023-07-30 15:56:04,563 semantic_segmentation INFO: Iters: 78550/150000 || Lr: 0.010260 || Task Loss: 0.2222 || KD Loss: 0.0520|| 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: 3 days, 2:13:11 || Estimated Time: 2 days, 19:30:39
2023-07-30 15:56:39,954 semantic_segmentation INFO: Iters: 78560/150000 || Lr: 0.010259 || Task Loss: 0.1920 || KD Loss: 0.0474|| 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: 3 days, 2:13:46 || Estimated Time: 2 days, 19:30:06
2023-07-30 15:57:14,998 semantic_segmentation INFO: Iters: 78570/150000 || Lr: 0.010258 || Task Loss: 0.1625 || KD Loss: 0.0339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 2:14:21 || Estimated Time: 2 days, 19:29:33
2023-07-30 15:57:50,304 semantic_segmentation INFO: Iters: 78580/150000 || Lr: 0.010256 || Task Loss: 0.1721 || KD Loss: 0.0387|| 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: 3 days, 2:14:57 || Estimated Time: 2 days, 19:29:00
2023-07-30 15:58:25,860 semantic_segmentation INFO: Iters: 78590/150000 || Lr: 0.010255 || Task Loss: 0.1726 || KD Loss: 0.0403|| 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: 3 days, 2:15:32 || Estimated Time: 2 days, 19:28:28
2023-07-30 15:59:01,267 semantic_segmentation INFO: Iters: 78600/150000 || Lr: 0.010254 || Task Loss: 0.1702 || KD Loss: 0.0380|| 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: 3 days, 2:16:08 || Estimated Time: 2 days, 19:27:55
2023-07-30 15:59:36,817 semantic_segmentation INFO: Iters: 78610/150000 || Lr: 0.010252 || Task Loss: 0.1778 || KD Loss: 0.0336|| 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: 3 days, 2:16:43 || Estimated Time: 2 days, 19:27:22
2023-07-30 16:00:11,991 semantic_segmentation INFO: Iters: 78620/150000 || Lr: 0.010251 || Task Loss: 0.2333 || KD Loss: 0.0471|| 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: 3 days, 2:17:18 || Estimated Time: 2 days, 19:26:49
2023-07-30 16:00:47,528 semantic_segmentation INFO: Iters: 78630/150000 || Lr: 0.010250 || Task Loss: 0.2140 || KD Loss: 0.0507|| 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: 3 days, 2:17:54 || Estimated Time: 2 days, 19:26:17
2023-07-30 16:01:22,948 semantic_segmentation INFO: Iters: 78640/150000 || Lr: 0.010249 || Task Loss: 0.2442 || KD Loss: 0.1049|| 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: 3 days, 2:18:29 || Estimated Time: 2 days, 19:25:44
2023-07-30 16:01:58,309 semantic_segmentation INFO: Iters: 78650/150000 || Lr: 0.010247 || Task Loss: 0.2031 || KD Loss: 0.0568|| 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: 3 days, 2:19:05 || Estimated Time: 2 days, 19:25:11
2023-07-30 16:02:33,666 semantic_segmentation INFO: Iters: 78660/150000 || Lr: 0.010246 || Task Loss: 0.2992 || KD Loss: 0.0751|| 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: 3 days, 2:19:40 || Estimated Time: 2 days, 19:24:38
2023-07-30 16:03:09,050 semantic_segmentation INFO: Iters: 78670/150000 || Lr: 0.010245 || Task Loss: 0.1777 || KD Loss: 0.0560|| 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: 3 days, 2:20:15 || Estimated Time: 2 days, 19:24:05
2023-07-30 16:03:45,074 semantic_segmentation INFO: Iters: 78680/150000 || Lr: 0.010243 || Task Loss: 0.1720 || KD Loss: 0.0617|| 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: 3 days, 2:20:51 || Estimated Time: 2 days, 19:23:33
2023-07-30 16:04:23,293 semantic_segmentation INFO: Iters: 78690/150000 || Lr: 0.010242 || Task Loss: 0.2539 || KD Loss: 0.0669|| 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: 3 days, 2:21:30 || Estimated Time: 2 days, 19:23:03
2023-07-30 16:04:58,633 semantic_segmentation INFO: Iters: 78700/150000 || Lr: 0.010241 || Task Loss: 0.1515 || KD Loss: 0.0477|| 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: 3 days, 2:22:05 || Estimated Time: 2 days, 19:22:30
2023-07-30 16:05:34,048 semantic_segmentation INFO: Iters: 78710/150000 || Lr: 0.010240 || Task Loss: 0.1865 || KD Loss: 0.0452|| 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: 3 days, 2:22:40 || Estimated Time: 2 days, 19:21:57
2023-07-30 16:06:09,355 semantic_segmentation INFO: Iters: 78720/150000 || Lr: 0.010238 || Task Loss: 0.2780 || KD Loss: 0.0518|| 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: 3 days, 2:23:16 || Estimated Time: 2 days, 19:21:25
2023-07-30 16:06:44,634 semantic_segmentation INFO: Iters: 78730/150000 || Lr: 0.010237 || Task Loss: 0.1501 || KD Loss: 0.0368|| 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: 3 days, 2:23:51 || Estimated Time: 2 days, 19:20:52
2023-07-30 16:07:19,849 semantic_segmentation INFO: Iters: 78740/150000 || Lr: 0.010236 || Task Loss: 0.2215 || KD Loss: 0.0492|| 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: 3 days, 2:24:26 || Estimated Time: 2 days, 19:20:19
2023-07-30 16:07:55,513 semantic_segmentation INFO: Iters: 78750/150000 || Lr: 0.010234 || Task Loss: 0.1893 || KD Loss: 0.0406|| 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: 3 days, 2:25:02 || Estimated Time: 2 days, 19:19:46
2023-07-30 16:08:30,875 semantic_segmentation INFO: Iters: 78760/150000 || Lr: 0.010233 || Task Loss: 0.1586 || KD Loss: 0.0468|| 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: 3 days, 2:25:37 || Estimated Time: 2 days, 19:19:13
2023-07-30 16:09:06,420 semantic_segmentation INFO: Iters: 78770/150000 || Lr: 0.010232 || Task Loss: 0.2480 || KD Loss: 0.0638|| 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 days, 2:26:13 || Estimated Time: 2 days, 19:18:41
2023-07-30 16:09:41,671 semantic_segmentation INFO: Iters: 78780/150000 || Lr: 0.010230 || Task Loss: 0.1903 || KD Loss: 0.0546|| 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: 3 days, 2:26:48 || Estimated Time: 2 days, 19:18:08
2023-07-30 16:10:16,853 semantic_segmentation INFO: Iters: 78790/150000 || Lr: 0.010229 || Task Loss: 0.1764 || KD Loss: 0.0564|| 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: 3 days, 2:27:23 || Estimated Time: 2 days, 19:17:35
2023-07-30 16:10:52,419 semantic_segmentation INFO: Iters: 78800/150000 || Lr: 0.010228 || Task Loss: 0.1915 || KD Loss: 0.0431|| 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: 3 days, 2:27:59 || Estimated Time: 2 days, 19:17:02
2023-07-30 16:11:27,808 semantic_segmentation INFO: Iters: 78810/150000 || Lr: 0.010227 || Task Loss: 0.2000 || KD Loss: 0.0553|| 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: 3 days, 2:28:34 || Estimated Time: 2 days, 19:16:30
2023-07-30 16:12:03,185 semantic_segmentation INFO: Iters: 78820/150000 || Lr: 0.010225 || Task Loss: 0.4778 || KD Loss: 0.2135|| 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: 3 days, 2:29:10 || Estimated Time: 2 days, 19:15:57
2023-07-30 16:12:38,499 semantic_segmentation INFO: Iters: 78830/150000 || Lr: 0.010224 || Task Loss: 0.4326 || KD Loss: 0.1992|| 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: 3 days, 2:29:45 || Estimated Time: 2 days, 19:15:24
2023-07-30 16:13:14,272 semantic_segmentation INFO: Iters: 78840/150000 || Lr: 0.010223 || Task Loss: 0.2096 || KD Loss: 0.1046|| 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: 3 days, 2:30:21 || Estimated Time: 2 days, 19:14:51
2023-07-30 16:13:49,551 semantic_segmentation INFO: Iters: 78850/150000 || Lr: 0.010221 || Task Loss: 0.2980 || KD Loss: 0.1415|| 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: 3 days, 2:30:56 || Estimated Time: 2 days, 19:14:19
2023-07-30 16:14:24,989 semantic_segmentation INFO: Iters: 78860/150000 || Lr: 0.010220 || Task Loss: 0.2995 || KD Loss: 0.0957|| 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: 3 days, 2:31:31 || Estimated Time: 2 days, 19:13:46
2023-07-30 16:15:00,531 semantic_segmentation INFO: Iters: 78870/150000 || Lr: 0.010219 || Task Loss: 0.3153 || KD Loss: 0.0813|| 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: 3 days, 2:32:07 || Estimated Time: 2 days, 19:13:13
2023-07-30 16:15:36,013 semantic_segmentation INFO: Iters: 78880/150000 || Lr: 0.010218 || Task Loss: 0.3121 || KD Loss: 0.1142|| 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: 3 days, 2:32:42 || Estimated Time: 2 days, 19:12:40
2023-07-30 16:16:11,697 semantic_segmentation INFO: Iters: 78890/150000 || Lr: 0.010216 || Task Loss: 0.1871 || KD Loss: 0.0685|| 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: 3 days, 2:33:18 || Estimated Time: 2 days, 19:12:08
2023-07-30 16:16:46,925 semantic_segmentation INFO: Iters: 78900/150000 || Lr: 0.010215 || Task Loss: 0.1962 || KD Loss: 0.0451|| 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: 3 days, 2:33:53 || Estimated Time: 2 days, 19:11:35
2023-07-30 16:17:22,449 semantic_segmentation INFO: Iters: 78910/150000 || Lr: 0.010214 || Task Loss: 0.2795 || KD Loss: 0.0624|| 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: 3 days, 2:34:29 || Estimated Time: 2 days, 19:11:02
2023-07-30 16:17:57,801 semantic_segmentation INFO: Iters: 78920/150000 || Lr: 0.010212 || Task Loss: 0.1982 || KD Loss: 0.0529|| 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: 3 days, 2:35:04 || Estimated Time: 2 days, 19:10:29
2023-07-30 16:18:33,375 semantic_segmentation INFO: Iters: 78930/150000 || Lr: 0.010211 || Task Loss: 0.3569 || KD Loss: 0.1783|| 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: 3 days, 2:35:40 || Estimated Time: 2 days, 19:09:57
2023-07-30 16:19:08,407 semantic_segmentation INFO: Iters: 78940/150000 || Lr: 0.010210 || Task Loss: 0.2857 || KD Loss: 0.1090|| 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: 3 days, 2:36:15 || Estimated Time: 2 days, 19:09:24
2023-07-30 16:19:43,577 semantic_segmentation INFO: Iters: 78950/150000 || Lr: 0.010208 || Task Loss: 0.1746 || KD Loss: 0.0530|| 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: 3 days, 2:36:50 || Estimated Time: 2 days, 19:08:51
2023-07-30 16:20:19,051 semantic_segmentation INFO: Iters: 78960/150000 || Lr: 0.010207 || Task Loss: 0.2431 || KD Loss: 0.0768|| 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: 3 days, 2:37:25 || Estimated Time: 2 days, 19:08:18
2023-07-30 16:20:54,489 semantic_segmentation INFO: Iters: 78970/150000 || Lr: 0.010206 || Task Loss: 0.1572 || KD Loss: 0.0508|| 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: 3 days, 2:38:01 || Estimated Time: 2 days, 19:07:45
2023-07-30 16:21:29,682 semantic_segmentation INFO: Iters: 78980/150000 || Lr: 0.010205 || Task Loss: 0.2134 || KD Loss: 0.0456|| 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: 3 days, 2:38:36 || Estimated Time: 2 days, 19:07:12
2023-07-30 16:22:05,216 semantic_segmentation INFO: Iters: 78990/150000 || Lr: 0.010203 || Task Loss: 0.2168 || KD Loss: 0.0624|| 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: 3 days, 2:39:12 || Estimated Time: 2 days, 19:06:40
2023-07-30 16:22:40,369 semantic_segmentation INFO: Iters: 79000/150000 || Lr: 0.010202 || Task Loss: 0.1464 || KD Loss: 0.0409|| 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: 3 days, 2:39:47 || Estimated Time: 2 days, 19:06:07
2023-07-30 16:23:15,784 semantic_segmentation INFO: Iters: 79010/150000 || Lr: 0.010201 || Task Loss: 0.1698 || KD Loss: 0.0645|| 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: 3 days, 2:40:22 || Estimated Time: 2 days, 19:05:34
2023-07-30 16:23:51,204 semantic_segmentation INFO: Iters: 79020/150000 || Lr: 0.010199 || Task Loss: 0.2280 || KD Loss: 0.0587|| 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: 3 days, 2:40:58 || Estimated Time: 2 days, 19:05:01
2023-07-30 16:24:26,657 semantic_segmentation INFO: Iters: 79030/150000 || Lr: 0.010198 || Task Loss: 0.1706 || KD Loss: 0.0350|| 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 days, 2:41:33 || Estimated Time: 2 days, 19:04:28
2023-07-30 16:25:02,174 semantic_segmentation INFO: Iters: 79040/150000 || Lr: 0.010197 || Task Loss: 0.1585 || KD Loss: 0.0464|| 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: 3 days, 2:42:09 || Estimated Time: 2 days, 19:03:56
2023-07-30 16:25:37,853 semantic_segmentation INFO: Iters: 79050/150000 || Lr: 0.010196 || Task Loss: 0.2550 || KD Loss: 0.1074|| 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: 3 days, 2:42:44 || Estimated Time: 2 days, 19:03:23
2023-07-30 16:26:13,474 semantic_segmentation INFO: Iters: 79060/150000 || Lr: 0.010194 || Task Loss: 0.1790 || KD Loss: 0.0441|| 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: 3 days, 2:43:20 || Estimated Time: 2 days, 19:02:51
2023-07-30 16:26:48,837 semantic_segmentation INFO: Iters: 79070/150000 || Lr: 0.010193 || Task Loss: 0.2200 || KD Loss: 0.0747|| 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: 3 days, 2:43:55 || Estimated Time: 2 days, 19:02:18
2023-07-30 16:27:24,091 semantic_segmentation INFO: Iters: 79080/150000 || Lr: 0.010192 || Task Loss: 0.2023 || KD Loss: 0.0497|| 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: 3 days, 2:44:30 || Estimated Time: 2 days, 19:01:45
2023-07-30 16:27:59,681 semantic_segmentation INFO: Iters: 79090/150000 || Lr: 0.010190 || Task Loss: 0.2827 || KD Loss: 0.1027|| 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 days, 2:45:06 || Estimated Time: 2 days, 19:01:12
2023-07-30 16:28:35,290 semantic_segmentation INFO: Iters: 79100/150000 || Lr: 0.010189 || Task Loss: 0.2072 || KD Loss: 0.0474|| 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: 3 days, 2:45:42 || Estimated Time: 2 days, 19:00:40
2023-07-30 16:29:10,556 semantic_segmentation INFO: Iters: 79110/150000 || Lr: 0.010188 || Task Loss: 0.2584 || KD Loss: 0.0561|| 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: 3 days, 2:46:17 || Estimated Time: 2 days, 19:00:07
2023-07-30 16:29:45,954 semantic_segmentation INFO: Iters: 79120/150000 || Lr: 0.010186 || Task Loss: 0.2389 || KD Loss: 0.0809|| 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: 3 days, 2:46:52 || Estimated Time: 2 days, 18:59:34
2023-07-30 16:30:21,340 semantic_segmentation INFO: Iters: 79130/150000 || Lr: 0.010185 || Task Loss: 0.1921 || KD Loss: 0.0436|| 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: 3 days, 2:47:28 || Estimated Time: 2 days, 18:59:01
2023-07-30 16:30:56,882 semantic_segmentation INFO: Iters: 79140/150000 || Lr: 0.010184 || Task Loss: 0.2730 || KD Loss: 0.0684|| 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: 3 days, 2:48:03 || Estimated Time: 2 days, 18:58:28
2023-07-30 16:31:35,675 semantic_segmentation INFO: Iters: 79150/150000 || Lr: 0.010183 || Task Loss: 0.2314 || KD Loss: 0.0763|| 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: 3 days, 2:48:42 || Estimated Time: 2 days, 18:57:59
2023-07-30 16:32:10,881 semantic_segmentation INFO: Iters: 79160/150000 || Lr: 0.010181 || Task Loss: 0.3232 || KD Loss: 0.0750|| 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: 3 days, 2:49:17 || Estimated Time: 2 days, 18:57:26
2023-07-30 16:32:46,388 semantic_segmentation INFO: Iters: 79170/150000 || Lr: 0.010180 || Task Loss: 0.2291 || KD Loss: 0.0503|| 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: 3 days, 2:49:53 || Estimated Time: 2 days, 18:56:53
2023-07-30 16:33:21,815 semantic_segmentation INFO: Iters: 79180/150000 || Lr: 0.010179 || Task Loss: 0.2041 || KD Loss: 0.0553|| 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: 3 days, 2:50:28 || Estimated Time: 2 days, 18:56:20
2023-07-30 16:33:57,228 semantic_segmentation INFO: Iters: 79190/150000 || Lr: 0.010177 || Task Loss: 0.2326 || KD Loss: 0.0678|| 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: 3 days, 2:51:04 || Estimated Time: 2 days, 18:55:47
2023-07-30 16:34:32,488 semantic_segmentation INFO: Iters: 79200/150000 || Lr: 0.010176 || Task Loss: 0.2393 || KD Loss: 0.0521|| 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: 3 days, 2:51:39 || Estimated Time: 2 days, 18:55:14
2023-07-30 16:34:32,559 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 16:34:33,395 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.964, mIoU: 0.400
2023-07-30 16:34:33,530 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.485
2023-07-30 16:34:33,644 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.968, mIoU: 0.492
2023-07-30 16:34:33,755 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.522
2023-07-30 16:34:33,866 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.970, mIoU: 0.519
2023-07-30 16:34:33,969 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.524
2023-07-30 16:34:34,075 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.573
2023-07-30 16:34:34,181 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.604
2023-07-30 16:34:34,287 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.632
2023-07-30 16:34:34,399 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.671
2023-07-30 16:34:34,732 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.682
2023-07-30 16:34:35,350 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.698
2023-07-30 16:34:35,522 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.705
2023-07-30 16:34:35,675 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.957, mIoU: 0.694
2023-07-30 16:34:35,820 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.698
2023-07-30 16:34:35,962 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.690
2023-07-30 16:34:36,100 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.693
2023-07-30 16:34:36,234 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.694
2023-07-30 16:34:36,365 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.700
2023-07-30 16:34:36,494 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.704
2023-07-30 16:34:36,622 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.947, mIoU: 0.702
2023-07-30 16:34:36,748 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.941, mIoU: 0.684
2023-07-30 16:34:36,875 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.941, mIoU: 0.682
2023-07-30 16:34:36,998 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.690
2023-07-30 16:34:37,119 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.940, mIoU: 0.702
2023-07-30 16:34:37,242 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.940, mIoU: 0.703
2023-07-30 16:34:37,366 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.939, mIoU: 0.689
2023-07-30 16:34:37,487 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-30 16:34:37,608 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.939, mIoU: 0.692
2023-07-30 16:34:37,727 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.938, mIoU: 0.687
2023-07-30 16:34:37,846 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.939, mIoU: 0.687
2023-07-30 16:34:37,970 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-30 16:34:38,090 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.686
2023-07-30 16:34:38,209 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.686
2023-07-30 16:34:38,328 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.939, mIoU: 0.688
2023-07-30 16:34:38,446 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.939, mIoU: 0.687
2023-07-30 16:34:38,563 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.939, mIoU: 0.684
2023-07-30 16:34:38,679 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.938, mIoU: 0.683
2023-07-30 16:34:38,794 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.676
2023-07-30 16:34:38,912 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-30 16:34:39,027 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.939, mIoU: 0.676
2023-07-30 16:34:39,147 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.939, mIoU: 0.676
2023-07-30 16:34:39,266 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.940, mIoU: 0.677
2023-07-30 16:34:39,384 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.940, mIoU: 0.678
2023-07-30 16:34:39,500 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.941, mIoU: 0.676
2023-07-30 16:34:39,617 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.941, mIoU: 0.676
2023-07-30 16:34:39,733 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.942, mIoU: 0.677
2023-07-30 16:34:39,850 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.942, mIoU: 0.676
2023-07-30 16:34:39,976 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.942, mIoU: 0.680
2023-07-30 16:34:40,093 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.943, mIoU: 0.683
2023-07-30 16:34:40,216 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.943, mIoU: 0.683
2023-07-30 16:34:40,328 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.942, mIoU: 0.689
2023-07-30 16:34:40,439 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.942, mIoU: 0.691
2023-07-30 16:34:40,554 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.942, mIoU: 0.693
2023-07-30 16:34:40,670 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.941, mIoU: 0.693
2023-07-30 16:34:40,786 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.941, mIoU: 0.694
2023-07-30 16:34:40,898 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.941, mIoU: 0.695
2023-07-30 16:34:41,014 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.941, mIoU: 0.702
2023-07-30 16:34:41,129 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.941, mIoU: 0.701
2023-07-30 16:34:41,243 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.940, mIoU: 0.699
2023-07-30 16:34:41,352 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.940, mIoU: 0.702
2023-07-30 16:34:41,464 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.940, mIoU: 0.704
2023-07-30 16:34:41,572 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.940, mIoU: 0.703
2023-07-30 16:34:41,684 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.941, mIoU: 0.706
2023-07-30 16:34:41,802 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.941, mIoU: 0.708
2023-07-30 16:34:41,918 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.940, mIoU: 0.709
2023-07-30 16:34:42,038 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.939, mIoU: 0.707
2023-07-30 16:34:42,153 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.939, mIoU: 0.709
2023-07-30 16:34:42,268 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.707
2023-07-30 16:34:42,379 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.940, mIoU: 0.707
2023-07-30 16:34:42,496 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.940, mIoU: 0.708
2023-07-30 16:34:42,615 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.940, mIoU: 0.707
2023-07-30 16:34:42,735 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.940, mIoU: 0.706
2023-07-30 16:34:42,853 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.941, mIoU: 0.706
2023-07-30 16:34:42,970 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.940, mIoU: 0.707
2023-07-30 16:34:43,087 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.940, mIoU: 0.707
2023-07-30 16:34:43,204 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.940, mIoU: 0.707
2023-07-30 16:34:43,320 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.941, mIoU: 0.707
2023-07-30 16:34:43,439 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.707
2023-07-30 16:34:43,556 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.940, mIoU: 0.708
2023-07-30 16:34:43,674 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.940, mIoU: 0.709
2023-07-30 16:34:43,790 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.940, mIoU: 0.709
2023-07-30 16:34:43,907 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.941, mIoU: 0.709
2023-07-30 16:34:44,024 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.939, mIoU: 0.706
2023-07-30 16:34:44,140 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.702
2023-07-30 16:34:44,259 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.937, mIoU: 0.702
2023-07-30 16:34:44,379 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.702
2023-07-30 16:34:44,498 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.702
2023-07-30 16:34:44,616 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.937, mIoU: 0.701
2023-07-30 16:34:44,735 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.938, mIoU: 0.701
2023-07-30 16:34:44,851 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.938, mIoU: 0.702
2023-07-30 16:34:44,969 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.937, mIoU: 0.691
2023-07-30 16:34:45,091 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.936, mIoU: 0.691
2023-07-30 16:34:45,206 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.937, mIoU: 0.691
2023-07-30 16:34:45,322 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.937, mIoU: 0.691
2023-07-30 16:34:45,437 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.937, mIoU: 0.692
2023-07-30 16:34:45,553 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.937, mIoU: 0.692
2023-07-30 16:34:45,661 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.937, mIoU: 0.691
2023-07-30 16:34:45,770 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.937, mIoU: 0.689
2023-07-30 16:34:45,884 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.936, mIoU: 0.690
2023-07-30 16:34:45,999 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.935, mIoU: 0.690
2023-07-30 16:34:46,118 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.687
2023-07-30 16:34:46,234 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.935, mIoU: 0.688
2023-07-30 16:34:46,349 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.688
2023-07-30 16:34:46,463 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.935, mIoU: 0.688
2023-07-30 16:34:46,575 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.936, mIoU: 0.688
2023-07-30 16:34:46,686 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.936, mIoU: 0.688
2023-07-30 16:34:46,800 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.936, mIoU: 0.689
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2023-07-30 16:35:15,528 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.940, mIoU: 0.686
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2023-07-30 16:35:33,256 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.947, mIoU: 0.700
2023-07-30 16:35:33,369 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.947, mIoU: 0.700
2023-07-30 16:36:09,375 semantic_segmentation INFO: Iters: 79210/150000 || Lr: 0.010175 || Task Loss: 0.1910 || KD Loss: 0.0485|| 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: 3 days, 2:53:16 || Estimated Time: 2 days, 18:55:37
2023-07-30 16:36:44,807 semantic_segmentation INFO: Iters: 79220/150000 || Lr: 0.010174 || Task Loss: 0.2495 || KD Loss: 0.1093|| 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: 3 days, 2:53:51 || Estimated Time: 2 days, 18:55:04
2023-07-30 16:37:20,863 semantic_segmentation INFO: Iters: 79230/150000 || Lr: 0.010172 || Task Loss: 0.1892 || KD Loss: 0.0370|| 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: 3 days, 2:54:27 || Estimated Time: 2 days, 18:54:32
2023-07-30 16:37:56,454 semantic_segmentation INFO: Iters: 79240/150000 || Lr: 0.010171 || Task Loss: 0.2493 || KD Loss: 0.0617|| 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: 3 days, 2:55:03 || Estimated Time: 2 days, 18:53:59
2023-07-30 16:38:31,596 semantic_segmentation INFO: Iters: 79250/150000 || Lr: 0.010170 || Task Loss: 0.2083 || KD Loss: 0.0874|| 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: 3 days, 2:55:38 || Estimated Time: 2 days, 18:53:26
2023-07-30 16:39:07,129 semantic_segmentation INFO: Iters: 79260/150000 || Lr: 0.010168 || Task Loss: 0.1234 || KD Loss: 0.0349|| 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: 3 days, 2:56:13 || Estimated Time: 2 days, 18:52:53
2023-07-30 16:39:42,278 semantic_segmentation INFO: Iters: 79270/150000 || Lr: 0.010167 || Task Loss: 0.2184 || KD Loss: 0.0495|| 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: 3 days, 2:56:49 || Estimated Time: 2 days, 18:52:20
2023-07-30 16:40:17,896 semantic_segmentation INFO: Iters: 79280/150000 || Lr: 0.010166 || Task Loss: 0.1775 || KD Loss: 0.0804|| 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: 3 days, 2:57:24 || Estimated Time: 2 days, 18:51:48
2023-07-30 16:40:53,167 semantic_segmentation INFO: Iters: 79290/150000 || Lr: 0.010165 || Task Loss: 0.2522 || KD Loss: 0.0714|| 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: 3 days, 2:58:00 || Estimated Time: 2 days, 18:51:15
2023-07-30 16:41:28,790 semantic_segmentation INFO: Iters: 79300/150000 || Lr: 0.010163 || Task Loss: 0.1823 || KD Loss: 0.0558|| 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: 3 days, 2:58:35 || Estimated Time: 2 days, 18:50:42
2023-07-30 16:42:04,342 semantic_segmentation INFO: Iters: 79310/150000 || Lr: 0.010162 || Task Loss: 0.1718 || KD Loss: 0.0430|| 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 days, 2:59:11 || Estimated Time: 2 days, 18:50:09
2023-07-30 16:42:39,696 semantic_segmentation INFO: Iters: 79320/150000 || Lr: 0.010161 || Task Loss: 0.2008 || KD Loss: 0.0519|| 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: 3 days, 2:59:46 || Estimated Time: 2 days, 18:49:36
2023-07-30 16:43:15,123 semantic_segmentation INFO: Iters: 79330/150000 || Lr: 0.010159 || Task Loss: 0.2511 || KD Loss: 0.0597|| 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: 3 days, 3:00:21 || Estimated Time: 2 days, 18:49:04
2023-07-30 16:43:50,681 semantic_segmentation INFO: Iters: 79340/150000 || Lr: 0.010158 || Task Loss: 0.2057 || KD Loss: 0.0409|| 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: 3 days, 3:00:57 || Estimated Time: 2 days, 18:48:31
2023-07-30 16:44:26,147 semantic_segmentation INFO: Iters: 79350/150000 || Lr: 0.010157 || Task Loss: 0.1967 || KD Loss: 0.0557|| 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: 3 days, 3:01:33 || Estimated Time: 2 days, 18:47:58
2023-07-30 16:45:01,727 semantic_segmentation INFO: Iters: 79360/150000 || Lr: 0.010155 || Task Loss: 0.1507 || KD Loss: 0.0395|| 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: 3 days, 3:02:08 || Estimated Time: 2 days, 18:47:25
2023-07-30 16:45:37,133 semantic_segmentation INFO: Iters: 79370/150000 || Lr: 0.010154 || Task Loss: 0.1879 || KD Loss: 0.0365|| 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: 3 days, 3:02:43 || Estimated Time: 2 days, 18:46:53
2023-07-30 16:46:12,714 semantic_segmentation INFO: Iters: 79380/150000 || Lr: 0.010153 || Task Loss: 0.1630 || KD Loss: 0.0474|| 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: 3 days, 3:03:19 || Estimated Time: 2 days, 18:46:20
2023-07-30 16:46:48,137 semantic_segmentation INFO: Iters: 79390/150000 || Lr: 0.010152 || Task Loss: 0.1975 || KD Loss: 0.0448|| 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: 3 days, 3:03:54 || Estimated Time: 2 days, 18:45:47
2023-07-30 16:47:23,659 semantic_segmentation INFO: Iters: 79400/150000 || Lr: 0.010150 || Task Loss: 0.2690 || KD Loss: 0.0779|| 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: 3 days, 3:04:30 || Estimated Time: 2 days, 18:45:14
2023-07-30 16:47:59,020 semantic_segmentation INFO: Iters: 79410/150000 || Lr: 0.010149 || Task Loss: 0.1912 || KD Loss: 0.0465|| 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: 3 days, 3:05:05 || Estimated Time: 2 days, 18:44:42
2023-07-30 16:48:34,726 semantic_segmentation INFO: Iters: 79420/150000 || Lr: 0.010148 || Task Loss: 0.1700 || KD Loss: 0.0378|| 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: 3 days, 3:05:41 || Estimated Time: 2 days, 18:44:09
2023-07-30 16:49:10,134 semantic_segmentation INFO: Iters: 79430/150000 || Lr: 0.010146 || Task Loss: 0.5349 || KD Loss: 0.0540|| 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: 3 days, 3:06:16 || Estimated Time: 2 days, 18:43:36
2023-07-30 16:49:45,420 semantic_segmentation INFO: Iters: 79440/150000 || Lr: 0.010145 || Task Loss: 0.2731 || KD Loss: 0.0648|| 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: 3 days, 3:06:52 || Estimated Time: 2 days, 18:43:03
2023-07-30 16:50:21,101 semantic_segmentation INFO: Iters: 79450/150000 || Lr: 0.010144 || Task Loss: 0.2056 || KD Loss: 0.0573|| 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: 3 days, 3:07:27 || Estimated Time: 2 days, 18:42:31
2023-07-30 16:50:56,663 semantic_segmentation INFO: Iters: 79460/150000 || Lr: 0.010143 || Task Loss: 0.2712 || KD Loss: 0.0461|| 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: 3 days, 3:08:03 || Estimated Time: 2 days, 18:41:58
2023-07-30 16:51:32,186 semantic_segmentation INFO: Iters: 79470/150000 || Lr: 0.010141 || Task Loss: 0.2422 || KD Loss: 0.0615|| 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: 3 days, 3:08:39 || Estimated Time: 2 days, 18:41:25
2023-07-30 16:52:07,474 semantic_segmentation INFO: Iters: 79480/150000 || Lr: 0.010140 || Task Loss: 0.2688 || KD Loss: 0.0803|| 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: 3 days, 3:09:14 || Estimated Time: 2 days, 18:40:52
2023-07-30 16:52:43,130 semantic_segmentation INFO: Iters: 79490/150000 || Lr: 0.010139 || Task Loss: 0.2094 || KD Loss: 0.0631|| 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: 3 days, 3:09:49 || Estimated Time: 2 days, 18:40:20
2023-07-30 16:53:18,606 semantic_segmentation INFO: Iters: 79500/150000 || Lr: 0.010137 || Task Loss: 0.2698 || KD Loss: 0.0757|| 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: 3 days, 3:10:25 || Estimated Time: 2 days, 18:39:47
2023-07-30 16:53:54,026 semantic_segmentation INFO: Iters: 79510/150000 || Lr: 0.010136 || Task Loss: 0.3275 || KD Loss: 0.0737|| 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: 3 days, 3:11:00 || Estimated Time: 2 days, 18:39:14
2023-07-30 16:54:29,508 semantic_segmentation INFO: Iters: 79520/150000 || Lr: 0.010135 || Task Loss: 0.2429 || KD Loss: 0.0648|| 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 days, 3:11:36 || Estimated Time: 2 days, 18:38:41
2023-07-30 16:55:04,930 semantic_segmentation INFO: Iters: 79530/150000 || Lr: 0.010133 || Task Loss: 0.2012 || KD Loss: 0.0508|| 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: 3 days, 3:12:11 || Estimated Time: 2 days, 18:38:09
2023-07-30 16:55:40,499 semantic_segmentation INFO: Iters: 79540/150000 || Lr: 0.010132 || Task Loss: 0.2313 || KD Loss: 0.0709|| 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: 3 days, 3:12:47 || Estimated Time: 2 days, 18:37:36
2023-07-30 16:56:15,819 semantic_segmentation INFO: Iters: 79550/150000 || Lr: 0.010131 || Task Loss: 0.2304 || KD Loss: 0.0512|| 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: 3 days, 3:13:22 || Estimated Time: 2 days, 18:37:03
2023-07-30 16:56:51,318 semantic_segmentation INFO: Iters: 79560/150000 || Lr: 0.010130 || Task Loss: 0.2139 || KD Loss: 0.0563|| 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: 3 days, 3:13:58 || Estimated Time: 2 days, 18:36:30
2023-07-30 16:57:26,765 semantic_segmentation INFO: Iters: 79570/150000 || Lr: 0.010128 || Task Loss: 0.1788 || KD Loss: 0.0522|| 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: 3 days, 3:14:33 || Estimated Time: 2 days, 18:35:57
2023-07-30 16:58:02,131 semantic_segmentation INFO: Iters: 79580/150000 || Lr: 0.010127 || Task Loss: 0.1979 || KD Loss: 0.0494|| 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: 3 days, 3:15:08 || Estimated Time: 2 days, 18:35:25
2023-07-30 16:58:41,393 semantic_segmentation INFO: Iters: 79590/150000 || Lr: 0.010126 || Task Loss: 0.2150 || KD Loss: 0.0565|| 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: 3 days, 3:15:48 || Estimated Time: 2 days, 18:34:55
2023-07-30 16:59:16,589 semantic_segmentation INFO: Iters: 79600/150000 || Lr: 0.010124 || Task Loss: 0.1622 || KD Loss: 0.0418|| 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: 3 days, 3:16:23 || Estimated Time: 2 days, 18:34:22
2023-07-30 16:59:52,155 semantic_segmentation INFO: Iters: 79610/150000 || Lr: 0.010123 || Task Loss: 0.2073 || KD Loss: 0.0471|| 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: 3 days, 3:16:59 || Estimated Time: 2 days, 18:33:49
2023-07-30 17:00:27,578 semantic_segmentation INFO: Iters: 79620/150000 || Lr: 0.010122 || Task Loss: 0.2426 || KD Loss: 0.0661|| 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: 3 days, 3:17:34 || Estimated Time: 2 days, 18:33:17
2023-07-30 17:01:03,279 semantic_segmentation INFO: Iters: 79630/150000 || Lr: 0.010121 || Task Loss: 0.1885 || KD Loss: 0.0566|| 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: 3 days, 3:18:10 || Estimated Time: 2 days, 18:32:44
2023-07-30 17:01:38,542 semantic_segmentation INFO: Iters: 79640/150000 || Lr: 0.010119 || Task Loss: 0.2033 || KD Loss: 0.0508|| 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: 3 days, 3:18:45 || Estimated Time: 2 days, 18:32:11
2023-07-30 17:02:14,165 semantic_segmentation INFO: Iters: 79650/150000 || Lr: 0.010118 || Task Loss: 0.1842 || KD Loss: 0.0520|| 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: 3 days, 3:19:21 || Estimated Time: 2 days, 18:31:38
2023-07-30 17:02:49,857 semantic_segmentation INFO: Iters: 79660/150000 || Lr: 0.010117 || Task Loss: 0.2166 || KD Loss: 0.0994|| 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: 3 days, 3:19:56 || Estimated Time: 2 days, 18:31:06
2023-07-30 17:03:25,281 semantic_segmentation INFO: Iters: 79670/150000 || Lr: 0.010115 || Task Loss: 0.1945 || KD Loss: 0.0678|| 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: 3 days, 3:20:32 || Estimated Time: 2 days, 18:30:33
2023-07-30 17:04:00,868 semantic_segmentation INFO: Iters: 79680/150000 || Lr: 0.010114 || Task Loss: 0.2303 || KD Loss: 0.0770|| 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: 3 days, 3:21:07 || Estimated Time: 2 days, 18:30:00
2023-07-30 17:04:36,282 semantic_segmentation INFO: Iters: 79690/150000 || Lr: 0.010113 || Task Loss: 0.2090 || KD Loss: 0.0514|| 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: 3 days, 3:21:43 || Estimated Time: 2 days, 18:29:27
2023-07-30 17:05:11,739 semantic_segmentation INFO: Iters: 79700/150000 || Lr: 0.010111 || Task Loss: 0.2645 || KD Loss: 0.0675|| 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 days, 3:22:18 || Estimated Time: 2 days, 18:28:55
2023-07-30 17:05:47,205 semantic_segmentation INFO: Iters: 79710/150000 || Lr: 0.010110 || Task Loss: 0.2174 || KD Loss: 0.0487|| 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: 3 days, 3:22:54 || Estimated Time: 2 days, 18:28:22
2023-07-30 17:06:22,729 semantic_segmentation INFO: Iters: 79720/150000 || Lr: 0.010109 || Task Loss: 0.1923 || KD Loss: 0.0415|| 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: 3 days, 3:23:29 || Estimated Time: 2 days, 18:27:49
2023-07-30 17:06:58,201 semantic_segmentation INFO: Iters: 79730/150000 || Lr: 0.010108 || Task Loss: 0.2203 || KD Loss: 0.0521|| 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: 3 days, 3:24:05 || Estimated Time: 2 days, 18:27:16
2023-07-30 17:07:33,850 semantic_segmentation INFO: Iters: 79740/150000 || Lr: 0.010106 || Task Loss: 0.1747 || KD Loss: 0.0501|| 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: 3 days, 3:24:40 || Estimated Time: 2 days, 18:26:44
2023-07-30 17:08:09,446 semantic_segmentation INFO: Iters: 79750/150000 || Lr: 0.010105 || Task Loss: 0.1619 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 3:25:16 || Estimated Time: 2 days, 18:26:11
2023-07-30 17:08:44,809 semantic_segmentation INFO: Iters: 79760/150000 || Lr: 0.010104 || Task Loss: 0.2718 || KD Loss: 0.0694|| 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: 3 days, 3:25:51 || Estimated Time: 2 days, 18:25:38
2023-07-30 17:09:20,320 semantic_segmentation INFO: Iters: 79770/150000 || Lr: 0.010102 || Task Loss: 0.2449 || KD Loss: 0.0612|| 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: 3 days, 3:26:27 || Estimated Time: 2 days, 18:25:05
2023-07-30 17:09:55,948 semantic_segmentation INFO: Iters: 79780/150000 || Lr: 0.010101 || Task Loss: 0.1932 || KD Loss: 0.0559|| 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: 3 days, 3:27:02 || Estimated Time: 2 days, 18:24:33
2023-07-30 17:10:31,509 semantic_segmentation INFO: Iters: 79790/150000 || Lr: 0.010100 || Task Loss: 0.1739 || KD Loss: 0.0519|| 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: 3 days, 3:27:38 || Estimated Time: 2 days, 18:24:00
2023-07-30 17:11:07,158 semantic_segmentation INFO: Iters: 79800/150000 || Lr: 0.010098 || Task Loss: 0.2188 || KD Loss: 0.0506|| 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: 3 days, 3:28:14 || Estimated Time: 2 days, 18:23:27
2023-07-30 17:11:42,449 semantic_segmentation INFO: Iters: 79810/150000 || Lr: 0.010097 || Task Loss: 0.1766 || KD Loss: 0.0534|| 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: 3 days, 3:28:49 || Estimated Time: 2 days, 18:22:54
2023-07-30 17:12:17,794 semantic_segmentation INFO: Iters: 79820/150000 || Lr: 0.010096 || Task Loss: 0.1895 || KD Loss: 0.0443|| 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: 3 days, 3:29:24 || Estimated Time: 2 days, 18:22:22
2023-07-30 17:12:53,451 semantic_segmentation INFO: Iters: 79830/150000 || Lr: 0.010095 || Task Loss: 0.2094 || KD Loss: 0.0579|| 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 days, 3:30:00 || Estimated Time: 2 days, 18:21:49
2023-07-30 17:13:28,908 semantic_segmentation INFO: Iters: 79840/150000 || Lr: 0.010093 || Task Loss: 0.1807 || KD Loss: 0.0629|| 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 days, 3:30:35 || Estimated Time: 2 days, 18:21:16
2023-07-30 17:14:04,241 semantic_segmentation INFO: Iters: 79850/150000 || Lr: 0.010092 || Task Loss: 0.2282 || KD Loss: 0.0593|| 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: 3 days, 3:31:11 || Estimated Time: 2 days, 18:20:43
2023-07-30 17:14:39,945 semantic_segmentation INFO: Iters: 79860/150000 || Lr: 0.010091 || Task Loss: 0.1727 || KD Loss: 0.0394|| 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: 3 days, 3:31:46 || Estimated Time: 2 days, 18:20:11
2023-07-30 17:15:15,525 semantic_segmentation INFO: Iters: 79870/150000 || Lr: 0.010089 || Task Loss: 0.2340 || KD Loss: 0.0780|| 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: 3 days, 3:32:22 || Estimated Time: 2 days, 18:19:38
2023-07-30 17:15:50,923 semantic_segmentation INFO: Iters: 79880/150000 || Lr: 0.010088 || Task Loss: 0.2044 || KD Loss: 0.0601|| 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: 3 days, 3:32:57 || Estimated Time: 2 days, 18:19:05
2023-07-30 17:16:26,317 semantic_segmentation INFO: Iters: 79890/150000 || Lr: 0.010087 || Task Loss: 0.1864 || KD Loss: 0.0427|| 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: 3 days, 3:33:33 || Estimated Time: 2 days, 18:18:32
2023-07-30 17:17:01,872 semantic_segmentation INFO: Iters: 79900/150000 || Lr: 0.010086 || Task Loss: 0.2083 || KD Loss: 0.0539|| 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: 3 days, 3:34:08 || Estimated Time: 2 days, 18:17:59
2023-07-30 17:17:37,522 semantic_segmentation INFO: Iters: 79910/150000 || Lr: 0.010084 || Task Loss: 0.1976 || KD Loss: 0.0486|| 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: 3 days, 3:34:44 || Estimated Time: 2 days, 18:17:27
2023-07-30 17:18:12,920 semantic_segmentation INFO: Iters: 79920/150000 || Lr: 0.010083 || Task Loss: 0.1988 || KD Loss: 0.0513|| 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: 3 days, 3:35:19 || Estimated Time: 2 days, 18:16:54
2023-07-30 17:18:48,197 semantic_segmentation INFO: Iters: 79930/150000 || Lr: 0.010082 || Task Loss: 0.1610 || KD Loss: 0.0388|| 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: 3 days, 3:35:55 || Estimated Time: 2 days, 18:16:21
2023-07-30 17:19:23,559 semantic_segmentation INFO: Iters: 79940/150000 || Lr: 0.010080 || Task Loss: 0.1571 || KD Loss: 0.0383|| 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: 3 days, 3:36:30 || Estimated Time: 2 days, 18:15:48
2023-07-30 17:19:59,323 semantic_segmentation INFO: Iters: 79950/150000 || Lr: 0.010079 || Task Loss: 0.3188 || KD Loss: 0.0739|| 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: 3 days, 3:37:06 || Estimated Time: 2 days, 18:15:16
2023-07-30 17:20:34,785 semantic_segmentation INFO: Iters: 79960/150000 || Lr: 0.010078 || Task Loss: 0.2564 || KD Loss: 0.0780|| 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: 3 days, 3:37:41 || Estimated Time: 2 days, 18:14:43
2023-07-30 17:21:10,356 semantic_segmentation INFO: Iters: 79970/150000 || Lr: 0.010076 || Task Loss: 0.2254 || KD Loss: 0.0395|| 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: 3 days, 3:38:17 || Estimated Time: 2 days, 18:14:10
2023-07-30 17:21:45,858 semantic_segmentation INFO: Iters: 79980/150000 || Lr: 0.010075 || Task Loss: 0.2210 || KD Loss: 0.0644|| 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: 3 days, 3:38:52 || Estimated Time: 2 days, 18:13:37
2023-07-30 17:22:21,499 semantic_segmentation INFO: Iters: 79990/150000 || Lr: 0.010074 || Task Loss: 0.4148 || KD Loss: 0.1504|| 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: 3 days, 3:39:28 || Estimated Time: 2 days, 18:13:05
2023-07-30 17:22:56,575 semantic_segmentation INFO: Iters: 80000/150000 || Lr: 0.010073 || Task Loss: 0.2385 || KD Loss: 0.0712|| 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 days, 3:40:03 || Estimated Time: 2 days, 18:12:31
2023-07-30 17:22:56,644 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 17:22:57,567 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.957, mIoU: 0.397
2023-07-30 17:22:57,679 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.966, mIoU: 0.459
2023-07-30 17:22:57,785 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.467
2023-07-30 17:22:57,892 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.507
2023-07-30 17:22:57,995 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.502
2023-07-30 17:22:58,102 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.506
2023-07-30 17:22:58,207 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.557
2023-07-30 17:22:58,313 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.608
2023-07-30 17:22:58,419 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.646
2023-07-30 17:22:58,524 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.691
2023-07-30 17:22:58,632 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.703
2023-07-30 17:22:58,736 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.961, mIoU: 0.708
2023-07-30 17:22:58,841 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.961, mIoU: 0.704
2023-07-30 17:22:58,958 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.958, mIoU: 0.695
2023-07-30 17:22:59,072 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.955, mIoU: 0.689
2023-07-30 17:22:59,190 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.953, mIoU: 0.682
2023-07-30 17:22:59,313 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.686
2023-07-30 17:22:59,429 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.688
2023-07-30 17:22:59,541 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.694
2023-07-30 17:22:59,649 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.699
2023-07-30 17:22:59,759 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.700
2023-07-30 17:22:59,870 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.688
2023-07-30 17:23:00,177 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.686
2023-07-30 17:23:00,432 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-30 17:23:00,610 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.941, mIoU: 0.694
2023-07-30 17:23:00,776 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.941, mIoU: 0.693
2023-07-30 17:23:00,931 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.940, mIoU: 0.680
2023-07-30 17:23:01,077 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-30 17:23:01,217 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.939, mIoU: 0.677
2023-07-30 17:23:01,356 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-30 17:23:01,489 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.939, mIoU: 0.670
2023-07-30 17:23:01,620 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.667
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2023-07-30 17:23:02,007 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.939, mIoU: 0.672
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2023-07-30 17:23:02,504 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.937, mIoU: 0.662
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2023-07-30 17:23:03,119 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.940, mIoU: 0.666
2023-07-30 17:23:03,240 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.941, mIoU: 0.665
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2023-07-30 17:23:03,483 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.942, mIoU: 0.666
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2023-07-30 17:23:03,729 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.942, mIoU: 0.669
2023-07-30 17:23:03,851 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.943, mIoU: 0.673
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2023-07-30 17:23:04,089 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-30 17:23:04,208 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.942, mIoU: 0.680
2023-07-30 17:23:04,328 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.942, mIoU: 0.683
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2023-07-30 17:23:05,876 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.940, mIoU: 0.693
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2023-07-30 17:23:08,171 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.684
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2023-07-30 17:23:12,001 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.936, mIoU: 0.701
2023-07-30 17:23:12,125 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.936, mIoU: 0.701
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2023-07-30 17:23:12,736 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.936, mIoU: 0.702
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2023-07-30 17:23:12,981 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.935, mIoU: 0.703
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2023-07-30 17:23:13,700 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.937, mIoU: 0.702
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2023-07-30 17:23:47,812 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.944, mIoU: 0.694
2023-07-30 17:23:47,932 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.944, mIoU: 0.694
2023-07-30 17:23:48,050 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.944, mIoU: 0.694
2023-07-30 17:23:48,167 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.944, mIoU: 0.694
2023-07-30 17:23:48,284 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.944, mIoU: 0.694
2023-07-30 17:23:48,403 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-30 17:23:48,520 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-30 17:23:48,640 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-30 17:23:48,758 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-30 17:23:48,878 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.944, mIoU: 0.695
2023-07-30 17:23:48,995 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.945, mIoU: 0.695
2023-07-30 17:23:49,112 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.945, mIoU: 0.695
2023-07-30 17:23:49,227 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.945, mIoU: 0.695
2023-07-30 17:23:49,345 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.945, mIoU: 0.695
2023-07-30 17:23:49,474 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.945, mIoU: 0.695
2023-07-30 17:23:49,592 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.945, mIoU: 0.695
2023-07-30 17:23:49,708 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.945, mIoU: 0.695
2023-07-30 17:23:49,825 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.945, mIoU: 0.695
2023-07-30 17:23:49,941 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.945, mIoU: 0.695
2023-07-30 17:23:50,061 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.945, mIoU: 0.695
2023-07-30 17:23:50,177 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.945, mIoU: 0.695
2023-07-30 17:23:50,292 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.945, mIoU: 0.695
2023-07-30 17:23:50,410 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.945, mIoU: 0.695
2023-07-30 17:23:50,524 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.945, mIoU: 0.695
2023-07-30 17:23:50,642 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.945, mIoU: 0.695
2023-07-30 17:23:50,754 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.945, mIoU: 0.695
2023-07-30 17:23:50,863 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.945, mIoU: 0.695
2023-07-30 17:23:50,976 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.945, mIoU: 0.695
2023-07-30 17:23:51,091 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.946, mIoU: 0.695
2023-07-30 17:23:51,211 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.946, mIoU: 0.695
2023-07-30 17:23:51,330 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.946, mIoU: 0.695
2023-07-30 17:23:51,451 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.946, mIoU: 0.695
2023-07-30 17:23:51,564 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.946, mIoU: 0.695
2023-07-30 17:23:51,673 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.946, mIoU: 0.695
2023-07-30 17:23:51,788 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.946, mIoU: 0.695
2023-07-30 17:23:51,904 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.946, mIoU: 0.695
2023-07-30 17:23:52,024 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.946, mIoU: 0.695
2023-07-30 17:23:52,143 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.946, mIoU: 0.695
2023-07-30 17:23:52,258 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.946, mIoU: 0.695
2023-07-30 17:23:52,375 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.946, mIoU: 0.696
2023-07-30 17:23:52,493 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.946, mIoU: 0.696
2023-07-30 17:23:52,612 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.946, mIoU: 0.696
2023-07-30 17:23:52,733 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.946, mIoU: 0.696
2023-07-30 17:23:52,852 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.946, mIoU: 0.697
2023-07-30 17:23:52,969 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-30 17:23:53,085 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-30 17:23:53,200 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-30 17:23:53,315 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-30 17:23:53,435 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-30 17:23:53,555 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-30 17:23:53,675 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.946, mIoU: 0.699
2023-07-30 17:23:53,795 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.946, mIoU: 0.699
2023-07-30 17:23:53,911 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-30 17:23:54,029 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-30 17:23:54,143 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-30 17:23:54,262 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.947, mIoU: 0.698
2023-07-30 17:23:54,381 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.947, mIoU: 0.698
2023-07-30 17:23:54,502 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.947, mIoU: 0.698
2023-07-30 17:23:54,616 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.947, mIoU: 0.698
2023-07-30 17:23:54,727 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.947, mIoU: 0.698
2023-07-30 17:23:54,838 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.947, mIoU: 0.698
2023-07-30 17:23:54,945 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.947, mIoU: 0.698
2023-07-30 17:23:55,052 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.947, mIoU: 0.699
2023-07-30 17:23:55,157 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.947, mIoU: 0.699
2023-07-30 17:23:55,264 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.947, mIoU: 0.699
2023-07-30 17:23:55,370 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.947, mIoU: 0.699
2023-07-30 17:23:55,487 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.947, mIoU: 0.698
2023-07-30 17:23:55,604 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.947, mIoU: 0.699
2023-07-30 17:23:55,723 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.947, mIoU: 0.699
2023-07-30 17:23:55,842 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.947, mIoU: 0.699
2023-07-30 17:23:55,960 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.947, mIoU: 0.699
2023-07-30 17:23:56,077 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.947, mIoU: 0.699
2023-07-30 17:23:56,192 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.947, mIoU: 0.699
2023-07-30 17:23:56,312 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.947, mIoU: 0.699
2023-07-30 17:23:56,432 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.947, mIoU: 0.699
2023-07-30 17:23:56,551 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.947, mIoU: 0.700
2023-07-30 17:23:56,668 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.947, mIoU: 0.700
2023-07-30 17:23:56,782 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.947, mIoU: 0.700
2023-07-30 17:23:56,897 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.947, mIoU: 0.700
2023-07-30 17:23:57,014 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.947, mIoU: 0.700
2023-07-30 17:23:57,133 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.947, mIoU: 0.700
2023-07-30 17:23:57,253 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.947, mIoU: 0.700
2023-07-30 17:23:57,369 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.947, mIoU: 0.700
2023-07-30 17:23:57,487 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.947, mIoU: 0.700
2023-07-30 17:23:57,603 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.700
2023-07-30 17:24:33,312 semantic_segmentation INFO: Iters: 80010/150000 || Lr: 0.010071 || Task Loss: 0.1651 || KD Loss: 0.0484|| 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: 3 days, 3:41:40 || Estimated Time: 2 days, 18:12:52
2023-07-30 17:25:08,781 semantic_segmentation INFO: Iters: 80020/150000 || Lr: 0.010070 || Task Loss: 0.2645 || KD Loss: 0.0918|| 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: 3 days, 3:42:15 || Estimated Time: 2 days, 18:12:19
2023-07-30 17:25:44,777 semantic_segmentation INFO: Iters: 80030/150000 || Lr: 0.010069 || Task Loss: 0.1729 || KD Loss: 0.0431|| 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: 3 days, 3:42:51 || Estimated Time: 2 days, 18:11:47
2023-07-30 17:26:22,894 semantic_segmentation INFO: Iters: 80040/150000 || Lr: 0.010067 || Task Loss: 0.1922 || KD Loss: 0.0432|| 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: 3 days, 3:43:29 || Estimated Time: 2 days, 18:11:17
2023-07-30 17:26:58,533 semantic_segmentation INFO: Iters: 80050/150000 || Lr: 0.010066 || Task Loss: 0.2006 || KD Loss: 0.0536|| 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: 3 days, 3:44:05 || Estimated Time: 2 days, 18:10:44
2023-07-30 17:27:33,966 semantic_segmentation INFO: Iters: 80060/150000 || Lr: 0.010065 || Task Loss: 0.2835 || KD Loss: 0.0725|| 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: 3 days, 3:44:40 || Estimated Time: 2 days, 18:10:11
2023-07-30 17:28:09,422 semantic_segmentation INFO: Iters: 80070/150000 || Lr: 0.010064 || Task Loss: 0.1787 || KD Loss: 0.0396|| 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: 3 days, 3:45:16 || Estimated Time: 2 days, 18:09:38
2023-07-30 17:28:44,790 semantic_segmentation INFO: Iters: 80080/150000 || Lr: 0.010062 || Task Loss: 0.1413 || KD Loss: 0.0431|| 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: 3 days, 3:45:51 || Estimated Time: 2 days, 18:09:05
2023-07-30 17:29:20,488 semantic_segmentation INFO: Iters: 80090/150000 || Lr: 0.010061 || Task Loss: 0.1989 || KD Loss: 0.0420|| 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: 3 days, 3:46:27 || Estimated Time: 2 days, 18:08:33
2023-07-30 17:29:56,188 semantic_segmentation INFO: Iters: 80100/150000 || Lr: 0.010060 || Task Loss: 0.2571 || KD Loss: 0.0722|| 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: 3 days, 3:47:03 || Estimated Time: 2 days, 18:08:00
2023-07-30 17:30:31,579 semantic_segmentation INFO: Iters: 80110/150000 || Lr: 0.010058 || Task Loss: 0.2322 || KD Loss: 0.0981|| 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: 3 days, 3:47:38 || Estimated Time: 2 days, 18:07:27
2023-07-30 17:31:07,263 semantic_segmentation INFO: Iters: 80120/150000 || Lr: 0.010057 || Task Loss: 0.2317 || KD Loss: 0.0659|| 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: 3 days, 3:48:14 || Estimated Time: 2 days, 18:06:54
2023-07-30 17:31:42,625 semantic_segmentation INFO: Iters: 80130/150000 || Lr: 0.010056 || Task Loss: 0.2330 || KD Loss: 0.0494|| 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: 3 days, 3:48:49 || Estimated Time: 2 days, 18:06:21
2023-07-30 17:32:18,010 semantic_segmentation INFO: Iters: 80140/150000 || Lr: 0.010054 || Task Loss: 0.2102 || KD Loss: 0.0652|| 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: 3 days, 3:49:24 || Estimated Time: 2 days, 18:05:49
2023-07-30 17:32:53,624 semantic_segmentation INFO: Iters: 80150/150000 || Lr: 0.010053 || Task Loss: 0.1696 || KD Loss: 0.0504|| 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: 3 days, 3:50:00 || Estimated Time: 2 days, 18:05:16
2023-07-30 17:33:28,919 semantic_segmentation INFO: Iters: 80160/150000 || Lr: 0.010052 || Task Loss: 0.2156 || KD Loss: 0.0673|| 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: 3 days, 3:50:35 || Estimated Time: 2 days, 18:04:43
2023-07-30 17:34:04,311 semantic_segmentation INFO: Iters: 80170/150000 || Lr: 0.010051 || Task Loss: 0.2974 || KD Loss: 0.0949|| 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: 3 days, 3:51:11 || Estimated Time: 2 days, 18:04:10
2023-07-30 17:34:39,883 semantic_segmentation INFO: Iters: 80180/150000 || Lr: 0.010049 || Task Loss: 0.2632 || KD Loss: 0.1231|| 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: 3 days, 3:51:46 || Estimated Time: 2 days, 18:03:37
2023-07-30 17:35:15,140 semantic_segmentation INFO: Iters: 80190/150000 || Lr: 0.010048 || Task Loss: 0.1032 || KD Loss: 0.0293|| 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: 3 days, 3:52:21 || Estimated Time: 2 days, 18:03:04
2023-07-30 17:35:50,590 semantic_segmentation INFO: Iters: 80200/150000 || Lr: 0.010047 || Task Loss: 0.1959 || KD Loss: 0.0571|| 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: 3 days, 3:52:57 || Estimated Time: 2 days, 18:02:31
2023-07-30 17:36:26,142 semantic_segmentation INFO: Iters: 80210/150000 || Lr: 0.010045 || Task Loss: 0.1536 || KD Loss: 0.0391|| 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: 3 days, 3:53:32 || Estimated Time: 2 days, 18:01:59
2023-07-30 17:37:01,492 semantic_segmentation INFO: Iters: 80220/150000 || Lr: 0.010044 || Task Loss: 0.1621 || KD Loss: 0.0479|| 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: 3 days, 3:54:08 || Estimated Time: 2 days, 18:01:26
2023-07-30 17:37:36,996 semantic_segmentation INFO: Iters: 80230/150000 || Lr: 0.010043 || Task Loss: 0.2588 || KD Loss: 0.0726|| 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: 3 days, 3:54:43 || Estimated Time: 2 days, 18:00:53
2023-07-30 17:38:12,795 semantic_segmentation INFO: Iters: 80240/150000 || Lr: 0.010042 || Task Loss: 0.1921 || KD Loss: 0.0608|| 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: 3 days, 3:55:19 || Estimated Time: 2 days, 18:00:20
2023-07-30 17:38:48,159 semantic_segmentation INFO: Iters: 80250/150000 || Lr: 0.010040 || Task Loss: 0.1648 || KD Loss: 0.0364|| 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: 3 days, 3:55:55 || Estimated Time: 2 days, 17:59:47
2023-07-30 17:39:23,453 semantic_segmentation INFO: Iters: 80260/150000 || Lr: 0.010039 || Task Loss: 0.1372 || KD Loss: 0.0371|| 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: 3 days, 3:56:30 || Estimated Time: 2 days, 17:59:14
2023-07-30 17:39:59,046 semantic_segmentation INFO: Iters: 80270/150000 || Lr: 0.010038 || Task Loss: 0.2261 || KD Loss: 0.0513|| 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: 3 days, 3:57:05 || Estimated Time: 2 days, 17:58:42
2023-07-30 17:40:34,532 semantic_segmentation INFO: Iters: 80280/150000 || Lr: 0.010036 || Task Loss: 0.1158 || KD Loss: 0.0253|| 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: 3 days, 3:57:41 || Estimated Time: 2 days, 17:58:09
2023-07-30 17:41:09,917 semantic_segmentation INFO: Iters: 80290/150000 || Lr: 0.010035 || Task Loss: 0.1721 || KD Loss: 0.0405|| 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: 3 days, 3:58:16 || Estimated Time: 2 days, 17:57:36
2023-07-30 17:41:45,539 semantic_segmentation INFO: Iters: 80300/150000 || Lr: 0.010034 || Task Loss: 0.1576 || KD Loss: 0.0338|| 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: 3 days, 3:58:52 || Estimated Time: 2 days, 17:57:03
2023-07-30 17:42:21,382 semantic_segmentation INFO: Iters: 80310/150000 || Lr: 0.010032 || Task Loss: 0.1904 || KD Loss: 0.0429|| 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 days, 3:59:28 || Estimated Time: 2 days, 17:56:31
2023-07-30 17:42:56,672 semantic_segmentation INFO: Iters: 80320/150000 || Lr: 0.010031 || Task Loss: 0.2332 || KD Loss: 0.0553|| 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: 3 days, 4:00:03 || Estimated Time: 2 days, 17:55:58
2023-07-30 17:43:32,045 semantic_segmentation INFO: Iters: 80330/150000 || Lr: 0.010030 || Task Loss: 0.2113 || KD Loss: 0.0503|| 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: 3 days, 4:00:38 || Estimated Time: 2 days, 17:55:25
2023-07-30 17:44:07,596 semantic_segmentation INFO: Iters: 80340/150000 || Lr: 0.010029 || Task Loss: 0.2394 || KD Loss: 0.0527|| 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: 3 days, 4:01:14 || Estimated Time: 2 days, 17:54:52
2023-07-30 17:44:42,692 semantic_segmentation INFO: Iters: 80350/150000 || Lr: 0.010027 || Task Loss: 0.2811 || KD Loss: 0.0537|| 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: 3 days, 4:01:49 || Estimated Time: 2 days, 17:54:19
2023-07-30 17:45:18,291 semantic_segmentation INFO: Iters: 80360/150000 || Lr: 0.010026 || Task Loss: 0.1922 || KD Loss: 0.0346|| 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: 3 days, 4:02:25 || Estimated Time: 2 days, 17:53:46
2023-07-30 17:45:53,503 semantic_segmentation INFO: Iters: 80370/150000 || Lr: 0.010025 || Task Loss: 0.1656 || KD Loss: 0.0355|| 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: 3 days, 4:03:00 || Estimated Time: 2 days, 17:53:13
2023-07-30 17:46:29,148 semantic_segmentation INFO: Iters: 80380/150000 || Lr: 0.010023 || Task Loss: 0.1826 || KD Loss: 0.0382|| 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: 3 days, 4:03:36 || Estimated Time: 2 days, 17:52:40
2023-07-30 17:47:04,466 semantic_segmentation INFO: Iters: 80390/150000 || Lr: 0.010022 || Task Loss: 0.1599 || KD Loss: 0.0476|| 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: 3 days, 4:04:11 || Estimated Time: 2 days, 17:52:07
2023-07-30 17:47:39,834 semantic_segmentation INFO: Iters: 80400/150000 || Lr: 0.010021 || Task Loss: 0.2482 || KD Loss: 0.0507|| 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: 3 days, 4:04:46 || Estimated Time: 2 days, 17:51:34
2023-07-30 17:48:15,282 semantic_segmentation INFO: Iters: 80410/150000 || Lr: 0.010019 || Task Loss: 0.2003 || KD Loss: 0.0519|| 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: 3 days, 4:05:22 || Estimated Time: 2 days, 17:51:01
2023-07-30 17:48:50,761 semantic_segmentation INFO: Iters: 80420/150000 || Lr: 0.010018 || Task Loss: 0.1788 || KD Loss: 0.0790|| 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: 3 days, 4:05:57 || Estimated Time: 2 days, 17:50:29
2023-07-30 17:49:26,317 semantic_segmentation INFO: Iters: 80430/150000 || Lr: 0.010017 || Task Loss: 0.1753 || KD Loss: 0.0493|| 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: 3 days, 4:06:33 || Estimated Time: 2 days, 17:49:56
2023-07-30 17:50:01,706 semantic_segmentation INFO: Iters: 80440/150000 || Lr: 0.010016 || Task Loss: 0.1778 || KD Loss: 0.0565|| 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: 3 days, 4:07:08 || Estimated Time: 2 days, 17:49:23
2023-07-30 17:50:37,208 semantic_segmentation INFO: Iters: 80450/150000 || Lr: 0.010014 || Task Loss: 0.2189 || KD Loss: 0.0471|| 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: 3 days, 4:07:44 || Estimated Time: 2 days, 17:48:50
2023-07-30 17:51:12,452 semantic_segmentation INFO: Iters: 80460/150000 || Lr: 0.010013 || Task Loss: 0.1552 || KD Loss: 0.0408|| 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 days, 4:08:19 || Estimated Time: 2 days, 17:48:17
2023-07-30 17:51:48,169 semantic_segmentation INFO: Iters: 80470/150000 || Lr: 0.010012 || Task Loss: 0.2052 || KD Loss: 0.0921|| 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: 3 days, 4:08:55 || Estimated Time: 2 days, 17:47:44
2023-07-30 17:52:23,440 semantic_segmentation INFO: Iters: 80480/150000 || Lr: 0.010010 || Task Loss: 0.2965 || 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: 3 days, 4:09:30 || Estimated Time: 2 days, 17:47:11
2023-07-30 17:52:58,647 semantic_segmentation INFO: Iters: 80490/150000 || Lr: 0.010009 || Task Loss: 0.2603 || KD Loss: 0.1099|| 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: 3 days, 4:10:05 || Estimated Time: 2 days, 17:46:38
2023-07-30 17:53:37,419 semantic_segmentation INFO: Iters: 80500/150000 || Lr: 0.010008 || Task Loss: 0.3249 || KD Loss: 0.0804|| 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: 3 days, 4:10:44 || Estimated Time: 2 days, 17:46:08
2023-07-30 17:54:12,799 semantic_segmentation INFO: Iters: 80510/150000 || Lr: 0.010007 || Task Loss: 0.1933 || KD Loss: 0.0798|| 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: 3 days, 4:11:19 || Estimated Time: 2 days, 17:45:35
2023-07-30 17:54:48,239 semantic_segmentation INFO: Iters: 80520/150000 || Lr: 0.010005 || Task Loss: 0.1872 || KD Loss: 0.0503|| 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: 3 days, 4:11:55 || Estimated Time: 2 days, 17:45:02
2023-07-30 17:55:23,398 semantic_segmentation INFO: Iters: 80530/150000 || Lr: 0.010004 || Task Loss: 0.2448 || KD Loss: 0.0675|| 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: 3 days, 4:12:30 || Estimated Time: 2 days, 17:44:29
2023-07-30 17:55:58,995 semantic_segmentation INFO: Iters: 80540/150000 || Lr: 0.010003 || Task Loss: 0.3080 || KD Loss: 0.1158|| 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: 3 days, 4:13:05 || Estimated Time: 2 days, 17:43:57
2023-07-30 17:56:34,459 semantic_segmentation INFO: Iters: 80550/150000 || Lr: 0.010001 || Task Loss: 0.1559 || KD Loss: 0.0436|| 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: 3 days, 4:13:41 || Estimated Time: 2 days, 17:43:24
2023-07-30 17:57:09,709 semantic_segmentation INFO: Iters: 80560/150000 || Lr: 0.010000 || Task Loss: 0.2036 || KD Loss: 0.0745|| 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: 3 days, 4:14:16 || Estimated Time: 2 days, 17:42:51
2023-07-30 17:57:45,147 semantic_segmentation INFO: Iters: 80570/150000 || Lr: 0.009999 || Task Loss: 0.2121 || KD Loss: 0.0503|| 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: 3 days, 4:14:52 || Estimated Time: 2 days, 17:42:18
2023-07-30 17:58:20,650 semantic_segmentation INFO: Iters: 80580/150000 || Lr: 0.009997 || Task Loss: 0.1507 || KD Loss: 0.0499|| 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: 3 days, 4:15:27 || Estimated Time: 2 days, 17:41:45
2023-07-30 17:58:55,908 semantic_segmentation INFO: Iters: 80590/150000 || Lr: 0.009996 || Task Loss: 0.1985 || KD Loss: 0.0463|| 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: 3 days, 4:16:02 || Estimated Time: 2 days, 17:41:12
2023-07-30 17:59:31,326 semantic_segmentation INFO: Iters: 80600/150000 || Lr: 0.009995 || Task Loss: 0.1986 || KD Loss: 0.0575|| 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: 3 days, 4:16:38 || Estimated Time: 2 days, 17:40:39
2023-07-30 18:00:06,825 semantic_segmentation INFO: Iters: 80610/150000 || Lr: 0.009994 || Task Loss: 0.1641 || KD Loss: 0.0351|| 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: 3 days, 4:17:13 || Estimated Time: 2 days, 17:40:06
2023-07-30 18:00:42,191 semantic_segmentation INFO: Iters: 80620/150000 || Lr: 0.009992 || Task Loss: 0.2027 || KD Loss: 0.0588|| 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: 3 days, 4:17:49 || Estimated Time: 2 days, 17:39:33
2023-07-30 18:01:17,398 semantic_segmentation INFO: Iters: 80630/150000 || Lr: 0.009991 || Task Loss: 0.1971 || KD Loss: 0.0457|| 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: 3 days, 4:18:24 || Estimated Time: 2 days, 17:39:00
2023-07-30 18:01:52,536 semantic_segmentation INFO: Iters: 80640/150000 || Lr: 0.009990 || Task Loss: 0.2161 || KD Loss: 0.0498|| 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: 3 days, 4:18:59 || Estimated Time: 2 days, 17:38:27
2023-07-30 18:02:28,072 semantic_segmentation INFO: Iters: 80650/150000 || Lr: 0.009988 || Task Loss: 0.2690 || KD Loss: 0.0955|| 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: 3 days, 4:19:34 || Estimated Time: 2 days, 17:37:54
2023-07-30 18:03:03,438 semantic_segmentation INFO: Iters: 80660/150000 || Lr: 0.009987 || Task Loss: 0.1781 || KD Loss: 0.0511|| 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: 3 days, 4:20:10 || Estimated Time: 2 days, 17:37:21
2023-07-30 18:03:38,764 semantic_segmentation INFO: Iters: 80670/150000 || Lr: 0.009986 || Task Loss: 0.1913 || KD Loss: 0.0618|| 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: 3 days, 4:20:45 || Estimated Time: 2 days, 17:36:48
2023-07-30 18:04:14,122 semantic_segmentation INFO: Iters: 80680/150000 || Lr: 0.009984 || Task Loss: 0.2863 || KD Loss: 0.1010|| 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: 3 days, 4:21:20 || Estimated Time: 2 days, 17:36:15
2023-07-30 18:04:49,625 semantic_segmentation INFO: Iters: 80690/150000 || Lr: 0.009983 || Task Loss: 0.1755 || KD Loss: 0.0359|| 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: 3 days, 4:21:56 || Estimated Time: 2 days, 17:35:42
2023-07-30 18:05:25,223 semantic_segmentation INFO: Iters: 80700/150000 || Lr: 0.009982 || Task Loss: 0.1714 || KD Loss: 0.0499|| 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: 3 days, 4:22:32 || Estimated Time: 2 days, 17:35:10
2023-07-30 18:06:00,766 semantic_segmentation INFO: Iters: 80710/150000 || Lr: 0.009981 || Task Loss: 0.2835 || KD Loss: 0.1193|| 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: 3 days, 4:23:07 || Estimated Time: 2 days, 17:34:37
2023-07-30 18:06:36,431 semantic_segmentation INFO: Iters: 80720/150000 || Lr: 0.009979 || Task Loss: 0.2027 || KD Loss: 0.0485|| 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: 3 days, 4:23:43 || Estimated Time: 2 days, 17:34:04
2023-07-30 18:07:11,610 semantic_segmentation INFO: Iters: 80730/150000 || Lr: 0.009978 || Task Loss: 0.1955 || KD Loss: 0.0464|| 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: 3 days, 4:24:18 || Estimated Time: 2 days, 17:33:31
2023-07-30 18:07:47,166 semantic_segmentation INFO: Iters: 80740/150000 || Lr: 0.009977 || Task Loss: 0.1929 || KD Loss: 0.0445|| 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: 3 days, 4:24:54 || Estimated Time: 2 days, 17:32:58
2023-07-30 18:08:22,564 semantic_segmentation INFO: Iters: 80750/150000 || Lr: 0.009975 || Task Loss: 0.1979 || KD Loss: 0.0577|| 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: 3 days, 4:25:29 || Estimated Time: 2 days, 17:32:25
2023-07-30 18:08:58,005 semantic_segmentation INFO: Iters: 80760/150000 || Lr: 0.009974 || Task Loss: 0.1955 || KD Loss: 0.0593|| 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: 3 days, 4:26:04 || Estimated Time: 2 days, 17:31:52
2023-07-30 18:09:33,452 semantic_segmentation INFO: Iters: 80770/150000 || Lr: 0.009973 || Task Loss: 0.1670 || KD Loss: 0.0595|| 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: 3 days, 4:26:40 || Estimated Time: 2 days, 17:31:20
2023-07-30 18:10:08,926 semantic_segmentation INFO: Iters: 80780/150000 || Lr: 0.009972 || Task Loss: 0.1949 || KD Loss: 0.0434|| 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: 3 days, 4:27:15 || Estimated Time: 2 days, 17:30:47
2023-07-30 18:10:44,241 semantic_segmentation INFO: Iters: 80790/150000 || Lr: 0.009970 || Task Loss: 0.1702 || KD Loss: 0.0519|| 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: 3 days, 4:27:51 || Estimated Time: 2 days, 17:30:14
2023-07-30 18:11:19,339 semantic_segmentation INFO: Iters: 80800/150000 || Lr: 0.009969 || Task Loss: 0.1626 || KD Loss: 0.0558|| 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: 3 days, 4:28:26 || Estimated Time: 2 days, 17:29:40
2023-07-30 18:11:19,402 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 18:11:20,245 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.405
2023-07-30 18:11:20,494 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.489
2023-07-30 18:11:20,617 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.503
2023-07-30 18:11:20,734 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.527
2023-07-30 18:11:20,846 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.521
2023-07-30 18:11:20,961 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.527
2023-07-30 18:11:21,071 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.539
2023-07-30 18:11:21,179 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.590
2023-07-30 18:11:21,285 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.641
2023-07-30 18:11:21,393 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.689
2023-07-30 18:11:21,500 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.701
2023-07-30 18:11:21,620 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.724
2023-07-30 18:11:21,743 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.725
2023-07-30 18:11:21,864 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.704
2023-07-30 18:11:21,986 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.706
2023-07-30 18:11:22,106 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.698
2023-07-30 18:11:22,226 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.701
2023-07-30 18:11:22,346 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.702
2023-07-30 18:11:22,466 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.709
2023-07-30 18:11:22,585 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.716
2023-07-30 18:11:22,705 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.714
2023-07-30 18:11:22,826 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.726
2023-07-30 18:11:22,945 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.726
2023-07-30 18:11:23,064 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.733
2023-07-30 18:11:23,182 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-30 18:11:23,300 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-30 18:11:23,419 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 18:11:23,536 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.951, mIoU: 0.730
2023-07-30 18:11:23,656 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.951, mIoU: 0.729
2023-07-30 18:11:23,772 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.719
2023-07-30 18:11:23,889 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.719
2023-07-30 18:11:24,006 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-30 18:11:24,124 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-30 18:11:24,243 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.950, mIoU: 0.719
2023-07-30 18:11:24,360 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.950, mIoU: 0.722
2023-07-30 18:11:24,481 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.950, mIoU: 0.722
2023-07-30 18:11:24,599 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.950, mIoU: 0.718
2023-07-30 18:11:24,720 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.949, mIoU: 0.718
2023-07-30 18:11:24,838 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.949, mIoU: 0.712
2023-07-30 18:11:24,955 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.949, mIoU: 0.713
2023-07-30 18:11:25,071 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.949, mIoU: 0.714
2023-07-30 18:11:25,186 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.950, mIoU: 0.714
2023-07-30 18:11:25,303 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.950, mIoU: 0.715
2023-07-30 18:11:25,421 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.951, mIoU: 0.716
2023-07-30 18:11:25,539 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.951, mIoU: 0.715
2023-07-30 18:11:25,660 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.951, mIoU: 0.715
2023-07-30 18:11:25,777 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-30 18:11:25,894 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.952, mIoU: 0.715
2023-07-30 18:11:26,009 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.952, mIoU: 0.719
2023-07-30 18:11:26,126 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.952, mIoU: 0.722
2023-07-30 18:11:26,245 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.952, mIoU: 0.722
2023-07-30 18:11:26,363 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.952, mIoU: 0.722
2023-07-30 18:11:26,479 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.724
2023-07-30 18:11:26,594 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.727
2023-07-30 18:11:26,713 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.950, mIoU: 0.726
2023-07-30 18:11:26,827 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 18:11:26,942 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 18:11:27,059 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 18:11:27,178 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-30 18:11:27,295 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-30 18:11:27,410 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 18:11:27,524 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.950, mIoU: 0.733
2023-07-30 18:11:27,631 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.950, mIoU: 0.732
2023-07-30 18:11:27,743 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-30 18:11:27,849 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-30 18:11:27,970 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-30 18:11:28,089 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-30 18:11:28,210 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-30 18:11:28,331 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.736
2023-07-30 18:11:28,451 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-30 18:11:28,569 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-30 18:11:28,690 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-30 18:11:28,808 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-30 18:11:28,932 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-30 18:11:29,051 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-30 18:11:29,172 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-30 18:11:29,290 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-30 18:11:29,405 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-30 18:11:29,524 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-30 18:11:29,642 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-30 18:11:29,761 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-30 18:11:29,878 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-30 18:11:29,993 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-30 18:11:30,100 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-30 18:11:30,213 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.733
2023-07-30 18:11:30,331 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.946, mIoU: 0.734
2023-07-30 18:11:30,449 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.946, mIoU: 0.734
2023-07-30 18:11:30,566 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-30 18:11:30,683 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-30 18:11:30,801 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.947, mIoU: 0.732
2023-07-30 18:11:30,919 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.947, mIoU: 0.734
2023-07-30 18:11:31,034 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.947, mIoU: 0.744
2023-07-30 18:11:31,148 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.947, mIoU: 0.743
2023-07-30 18:11:31,267 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.947, mIoU: 0.744
2023-07-30 18:11:31,386 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.947, mIoU: 0.744
2023-07-30 18:11:31,501 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.947, mIoU: 0.744
2023-07-30 18:11:31,617 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.947, mIoU: 0.743
2023-07-30 18:11:31,731 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.947, mIoU: 0.743
2023-07-30 18:11:31,846 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.946, mIoU: 0.741
2023-07-30 18:11:31,963 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.946, mIoU: 0.741
2023-07-30 18:11:32,079 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.945, mIoU: 0.741
2023-07-30 18:11:32,197 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.945, mIoU: 0.739
2023-07-30 18:11:32,312 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.945, mIoU: 0.738
2023-07-30 18:11:32,432 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.945, mIoU: 0.738
2023-07-30 18:11:32,544 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.945, mIoU: 0.738
2023-07-30 18:11:32,659 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.945, mIoU: 0.738
2023-07-30 18:11:32,774 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.945, mIoU: 0.738
2023-07-30 18:11:32,891 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.946, mIoU: 0.739
2023-07-30 18:11:33,011 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.946, mIoU: 0.739
2023-07-30 18:11:33,125 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.945, mIoU: 0.739
2023-07-30 18:11:33,243 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.945, mIoU: 0.739
2023-07-30 18:11:33,357 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.945, mIoU: 0.738
2023-07-30 18:11:33,472 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.946, mIoU: 0.738
2023-07-30 18:11:33,581 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.946, mIoU: 0.738
2023-07-30 18:11:33,692 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.946, mIoU: 0.738
2023-07-30 18:11:33,802 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.946, mIoU: 0.737
2023-07-30 18:11:33,919 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.946, mIoU: 0.738
2023-07-30 18:11:34,038 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.946, mIoU: 0.738
2023-07-30 18:11:34,155 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.946, mIoU: 0.738
2023-07-30 18:11:34,270 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.946, mIoU: 0.738
2023-07-30 18:11:34,385 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.946, mIoU: 0.738
2023-07-30 18:11:34,498 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.946, mIoU: 0.737
2023-07-30 18:11:34,607 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.946, mIoU: 0.737
2023-07-30 18:11:34,725 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.946, mIoU: 0.737
2023-07-30 18:11:34,850 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.946, mIoU: 0.737
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2023-07-30 18:11:57,636 semantic_segmentation INFO: Sample: 319, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-30 18:11:57,749 semantic_segmentation INFO: Sample: 320, Validation pixAcc: 0.946, mIoU: 0.718
2023-07-30 18:11:57,869 semantic_segmentation INFO: Sample: 321, Validation pixAcc: 0.946, mIoU: 0.718
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2023-07-30 18:11:58,118 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.946, mIoU: 0.717
2023-07-30 18:11:58,239 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.946, mIoU: 0.718
2023-07-30 18:11:58,358 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.946, mIoU: 0.718
2023-07-30 18:11:58,480 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.946, mIoU: 0.718
2023-07-30 18:11:58,601 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-30 18:11:58,721 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-30 18:11:58,839 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-30 18:11:58,959 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-30 18:11:59,074 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-30 18:11:59,187 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-30 18:11:59,300 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.947, mIoU: 0.719
2023-07-30 18:11:59,418 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-30 18:11:59,540 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-30 18:11:59,659 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-30 18:11:59,778 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-30 18:11:59,894 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-30 18:12:00,004 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.947, mIoU: 0.719
2023-07-30 18:12:00,128 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.947, mIoU: 0.720
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2023-07-30 18:12:00,877 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.948, mIoU: 0.720
2023-07-30 18:12:01,000 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.948, mIoU: 0.721
2023-07-30 18:12:01,124 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.948, mIoU: 0.721
2023-07-30 18:12:01,249 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.948, mIoU: 0.721
2023-07-30 18:12:01,370 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.948, mIoU: 0.721
2023-07-30 18:12:01,492 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.948, mIoU: 0.721
2023-07-30 18:12:01,614 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.948, mIoU: 0.721
2023-07-30 18:12:01,735 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.948, mIoU: 0.721
2023-07-30 18:12:01,854 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.948, mIoU: 0.721
2023-07-30 18:12:01,975 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.948, mIoU: 0.721
2023-07-30 18:12:02,095 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.948, mIoU: 0.721
2023-07-30 18:12:02,218 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.948, mIoU: 0.721
2023-07-30 18:12:02,338 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-30 18:12:02,457 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-30 18:12:02,575 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-30 18:12:02,697 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-30 18:12:02,816 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-30 18:12:02,935 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-30 18:12:03,052 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-30 18:12:03,171 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-30 18:12:03,289 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-30 18:12:03,408 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-30 18:12:03,528 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.949, mIoU: 0.723
2023-07-30 18:12:03,646 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.949, mIoU: 0.723
2023-07-30 18:12:03,765 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.949, mIoU: 0.723
2023-07-30 18:12:03,883 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.949, mIoU: 0.723
2023-07-30 18:12:04,002 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-30 18:12:04,118 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-30 18:12:04,239 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.949, mIoU: 0.724
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2023-07-30 18:12:04,474 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.949, mIoU: 0.723
2023-07-30 18:12:04,592 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.949, mIoU: 0.723
2023-07-30 18:12:04,707 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-30 18:12:04,824 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-30 18:12:04,944 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-30 18:12:05,063 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-30 18:12:05,182 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-30 18:12:05,300 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.949, mIoU: 0.725
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2023-07-30 18:12:05,526 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-30 18:12:05,655 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-30 18:12:05,791 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-30 18:12:05,922 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 18:12:06,052 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 18:12:06,182 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 18:12:06,312 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.950, mIoU: 0.726
2023-07-30 18:12:06,441 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.950, mIoU: 0.726
2023-07-30 18:12:06,568 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.950, mIoU: 0.726
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2023-07-30 18:12:06,949 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.950, mIoU: 0.726
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2023-07-30 18:12:07,325 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.950, mIoU: 0.726
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2023-07-30 18:12:07,822 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.950, mIoU: 0.726
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2023-07-30 18:12:08,066 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.950, mIoU: 0.726
2023-07-30 18:12:08,187 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.950, mIoU: 0.726
2023-07-30 18:12:08,315 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.951, mIoU: 0.727
2023-07-30 18:12:08,437 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.951, mIoU: 0.727
2023-07-30 18:12:08,557 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.951, mIoU: 0.727
2023-07-30 18:12:08,675 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.951, mIoU: 0.727
2023-07-30 18:12:08,793 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.951, mIoU: 0.727
2023-07-30 18:12:08,911 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.951, mIoU: 0.727
2023-07-30 18:12:09,029 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.951, mIoU: 0.727
2023-07-30 18:12:09,147 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.951, mIoU: 0.727
2023-07-30 18:12:09,266 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.951, mIoU: 0.727
2023-07-30 18:12:09,383 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.951, mIoU: 0.727
2023-07-30 18:12:09,502 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.951, mIoU: 0.727
2023-07-30 18:12:09,619 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.951, mIoU: 0.728
2023-07-30 18:12:09,734 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.951, mIoU: 0.728
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2023-07-30 18:12:09,971 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.951, mIoU: 0.728
2023-07-30 18:12:10,087 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.951, mIoU: 0.728
2023-07-30 18:12:10,203 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.951, mIoU: 0.728
2023-07-30 18:12:10,323 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.951, mIoU: 0.728
2023-07-30 18:12:10,440 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.951, mIoU: 0.728
2023-07-30 18:12:10,555 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.951, mIoU: 0.728
2023-07-30 18:12:10,669 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 18:12:10,787 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 18:12:10,904 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 18:12:11,020 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 18:12:11,134 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 18:12:11,248 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 18:12:11,364 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 18:12:11,479 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 18:12:11,596 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 18:12:11,716 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 18:12:11,833 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 18:12:11,952 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 18:12:12,067 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 18:12:12,181 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 18:12:12,294 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 18:12:12,411 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 18:12:12,532 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 18:12:12,651 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 18:12:12,771 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 18:12:12,887 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 18:12:13,005 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 18:12:13,117 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 18:12:13,235 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.953, mIoU: 0.729
2023-07-30 18:12:13,357 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.953, mIoU: 0.728
2023-07-30 18:12:13,477 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.953, mIoU: 0.729
2023-07-30 18:12:13,594 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.953, mIoU: 0.728
2023-07-30 18:12:13,710 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.953, mIoU: 0.728
2023-07-30 18:12:13,826 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.953, mIoU: 0.729
2023-07-30 18:12:13,942 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.953, mIoU: 0.729
2023-07-30 18:12:14,063 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.953, mIoU: 0.729
2023-07-30 18:12:14,182 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.953, mIoU: 0.729
2023-07-30 18:12:14,301 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.953, mIoU: 0.729
2023-07-30 18:12:14,422 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-30 18:12:14,534 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-30 18:12:14,649 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-30 18:12:14,762 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-30 18:12:14,878 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-30 18:12:15,000 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-30 18:12:15,116 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-30 18:12:15,232 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-30 18:12:15,346 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-30 18:12:15,461 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-30 18:12:15,574 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-30 18:12:15,690 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-30 18:12:15,812 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-30 18:12:15,926 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-30 18:12:16,042 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-30 18:12:16,155 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-30 18:12:16,266 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-30 18:12:16,376 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-30 18:12:16,481 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-30 18:12:16,586 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-30 18:12:16,692 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-30 18:12:16,795 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-30 18:12:16,905 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-30 18:12:17,017 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-30 18:12:17,134 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-30 18:12:17,252 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.731
2023-07-30 18:12:17,365 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.731
2023-07-30 18:12:17,480 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-30 18:12:17,591 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.953, mIoU: 0.732
2023-07-30 18:12:17,699 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.732
2023-07-30 18:12:17,805 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.732
2023-07-30 18:12:17,911 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.732
2023-07-30 18:12:18,019 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.954, mIoU: 0.732
2023-07-30 18:12:18,135 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.732
2023-07-30 18:12:18,256 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.732
2023-07-30 18:12:18,378 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.732
2023-07-30 18:12:18,502 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.732
2023-07-30 18:12:18,627 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.732
2023-07-30 18:12:18,745 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.732
2023-07-30 18:12:18,862 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.732
2023-07-30 18:12:18,984 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.732
2023-07-30 18:12:19,103 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.954, mIoU: 0.732
2023-07-30 18:12:54,633 semantic_segmentation INFO: Iters: 80810/150000 || Lr: 0.009968 || Task Loss: 0.1957 || KD Loss: 0.0454|| 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: 3 days, 4:30:01 || Estimated Time: 2 days, 17:29:59
2023-07-30 18:13:30,162 semantic_segmentation INFO: Iters: 80820/150000 || Lr: 0.009966 || Task Loss: 0.2045 || KD Loss: 0.0568|| 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: 3 days, 4:30:37 || Estimated Time: 2 days, 17:29:26
2023-07-30 18:14:05,456 semantic_segmentation INFO: Iters: 80830/150000 || Lr: 0.009965 || Task Loss: 0.2007 || KD Loss: 0.0461|| 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: 3 days, 4:31:12 || Estimated Time: 2 days, 17:28:53
2023-07-30 18:14:41,163 semantic_segmentation INFO: Iters: 80840/150000 || Lr: 0.009964 || Task Loss: 0.2099 || KD Loss: 0.0514|| 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: 3 days, 4:31:48 || Estimated Time: 2 days, 17:28:20
2023-07-30 18:15:16,961 semantic_segmentation INFO: Iters: 80850/150000 || Lr: 0.009962 || Task Loss: 0.2231 || KD Loss: 0.0419|| 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: 3 days, 4:32:23 || Estimated Time: 2 days, 17:27:48
2023-07-30 18:15:52,415 semantic_segmentation INFO: Iters: 80860/150000 || Lr: 0.009961 || Task Loss: 0.1862 || KD Loss: 0.0441|| 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: 3 days, 4:32:59 || Estimated Time: 2 days, 17:27:15
2023-07-30 18:16:27,790 semantic_segmentation INFO: Iters: 80870/150000 || Lr: 0.009960 || Task Loss: 0.2121 || KD Loss: 0.0630|| 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: 3 days, 4:33:34 || Estimated Time: 2 days, 17:26:42
2023-07-30 18:17:03,109 semantic_segmentation INFO: Iters: 80880/150000 || Lr: 0.009959 || Task Loss: 0.1743 || KD Loss: 0.0583|| 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: 3 days, 4:34:09 || Estimated Time: 2 days, 17:26:09
2023-07-30 18:17:38,583 semantic_segmentation INFO: Iters: 80890/150000 || Lr: 0.009957 || Task Loss: 0.2281 || KD Loss: 0.0751|| 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: 3 days, 4:34:45 || Estimated Time: 2 days, 17:25:36
2023-07-30 18:18:13,591 semantic_segmentation INFO: Iters: 80900/150000 || Lr: 0.009956 || Task Loss: 0.2184 || KD Loss: 0.0646|| 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: 3 days, 4:35:20 || Estimated Time: 2 days, 17:25:03
2023-07-30 18:18:49,017 semantic_segmentation INFO: Iters: 80910/150000 || Lr: 0.009955 || Task Loss: 0.1511 || KD Loss: 0.0411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 4:35:55 || Estimated Time: 2 days, 17:24:30
2023-07-30 18:19:24,337 semantic_segmentation INFO: Iters: 80920/150000 || Lr: 0.009953 || Task Loss: 0.2359 || KD Loss: 0.0565|| 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: 3 days, 4:36:31 || Estimated Time: 2 days, 17:23:57
2023-07-30 18:19:59,944 semantic_segmentation INFO: Iters: 80930/150000 || Lr: 0.009952 || Task Loss: 0.2726 || KD Loss: 0.0622|| 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: 3 days, 4:37:06 || Estimated Time: 2 days, 17:23:24
2023-07-30 18:20:38,142 semantic_segmentation INFO: Iters: 80940/150000 || Lr: 0.009951 || Task Loss: 0.1900 || KD Loss: 0.0622|| 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: 3 days, 4:37:44 || Estimated Time: 2 days, 17:22:53
2023-07-30 18:21:14,408 semantic_segmentation INFO: Iters: 80950/150000 || Lr: 0.009949 || Task Loss: 0.2360 || KD Loss: 0.0691|| 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: 3 days, 4:38:21 || Estimated Time: 2 days, 17:22:21
2023-07-30 18:21:49,465 semantic_segmentation INFO: Iters: 80960/150000 || Lr: 0.009948 || Task Loss: 0.1493 || KD Loss: 0.0354|| 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: 3 days, 4:38:56 || Estimated Time: 2 days, 17:21:48
2023-07-30 18:22:25,154 semantic_segmentation INFO: Iters: 80970/150000 || Lr: 0.009947 || Task Loss: 0.1513 || KD Loss: 0.0347|| 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: 3 days, 4:39:32 || Estimated Time: 2 days, 17:21:15
2023-07-30 18:23:00,326 semantic_segmentation INFO: Iters: 80980/150000 || Lr: 0.009946 || Task Loss: 0.2043 || KD Loss: 0.0453|| 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: 3 days, 4:40:07 || Estimated Time: 2 days, 17:20:42
2023-07-30 18:23:35,799 semantic_segmentation INFO: Iters: 80990/150000 || Lr: 0.009944 || Task Loss: 0.1717 || KD Loss: 0.0333|| 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: 3 days, 4:40:42 || Estimated Time: 2 days, 17:20:09
2023-07-30 18:24:11,200 semantic_segmentation INFO: Iters: 81000/150000 || Lr: 0.009943 || Task Loss: 0.1600 || KD Loss: 0.0634|| 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: 3 days, 4:41:18 || Estimated Time: 2 days, 17:19:36
2023-07-30 18:24:46,457 semantic_segmentation INFO: Iters: 81010/150000 || Lr: 0.009942 || Task Loss: 0.1487 || KD Loss: 0.0497|| 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: 3 days, 4:41:53 || Estimated Time: 2 days, 17:19:03
2023-07-30 18:25:21,872 semantic_segmentation INFO: Iters: 81020/150000 || Lr: 0.009940 || Task Loss: 0.1606 || KD Loss: 0.0427|| 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: 3 days, 4:42:28 || Estimated Time: 2 days, 17:18:30
2023-07-30 18:25:57,040 semantic_segmentation INFO: Iters: 81030/150000 || Lr: 0.009939 || Task Loss: 0.2260 || KD Loss: 0.0414|| 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: 3 days, 4:43:03 || Estimated Time: 2 days, 17:17:57
2023-07-30 18:26:32,475 semantic_segmentation INFO: Iters: 81040/150000 || Lr: 0.009938 || Task Loss: 0.1571 || KD Loss: 0.0482|| 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 days, 4:43:39 || Estimated Time: 2 days, 17:17:24
2023-07-30 18:27:08,223 semantic_segmentation INFO: Iters: 81050/150000 || Lr: 0.009937 || Task Loss: 0.1119 || KD Loss: 0.0339|| 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: 3 days, 4:44:15 || Estimated Time: 2 days, 17:16:51
2023-07-30 18:27:43,519 semantic_segmentation INFO: Iters: 81060/150000 || Lr: 0.009935 || Task Loss: 0.2409 || KD Loss: 0.0724|| 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: 3 days, 4:44:50 || Estimated Time: 2 days, 17:16:18
2023-07-30 18:28:18,844 semantic_segmentation INFO: Iters: 81070/150000 || Lr: 0.009934 || Task Loss: 0.1491 || KD Loss: 0.0360|| 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: 3 days, 4:45:25 || Estimated Time: 2 days, 17:15:45
2023-07-30 18:28:54,369 semantic_segmentation INFO: Iters: 81080/150000 || Lr: 0.009933 || Task Loss: 0.2443 || KD Loss: 0.0482|| 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: 3 days, 4:46:01 || Estimated Time: 2 days, 17:15:12
2023-07-30 18:29:29,780 semantic_segmentation INFO: Iters: 81090/150000 || Lr: 0.009931 || Task Loss: 0.1866 || KD Loss: 0.0700|| 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: 3 days, 4:46:36 || Estimated Time: 2 days, 17:14:39
2023-07-30 18:30:05,256 semantic_segmentation INFO: Iters: 81100/150000 || Lr: 0.009930 || Task Loss: 0.1992 || KD Loss: 0.0460|| 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: 3 days, 4:47:12 || Estimated Time: 2 days, 17:14:06
2023-07-30 18:30:40,828 semantic_segmentation INFO: Iters: 81110/150000 || Lr: 0.009929 || Task Loss: 0.2026 || KD Loss: 0.0466|| 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: 3 days, 4:47:47 || Estimated Time: 2 days, 17:13:34
2023-07-30 18:31:16,160 semantic_segmentation INFO: Iters: 81120/150000 || Lr: 0.009927 || Task Loss: 0.1944 || KD Loss: 0.0527|| 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: 3 days, 4:48:23 || Estimated Time: 2 days, 17:13:01
2023-07-30 18:31:51,682 semantic_segmentation INFO: Iters: 81130/150000 || Lr: 0.009926 || Task Loss: 0.1403 || KD Loss: 0.0299|| 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: 3 days, 4:48:58 || Estimated Time: 2 days, 17:12:28
2023-07-30 18:32:26,979 semantic_segmentation INFO: Iters: 81140/150000 || Lr: 0.009925 || Task Loss: 0.1980 || KD Loss: 0.0569|| 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: 3 days, 4:49:33 || Estimated Time: 2 days, 17:11:55
2023-07-30 18:33:02,548 semantic_segmentation INFO: Iters: 81150/150000 || Lr: 0.009924 || Task Loss: 0.1657 || KD Loss: 0.0411|| 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: 3 days, 4:50:09 || Estimated Time: 2 days, 17:11:22
2023-07-30 18:33:37,813 semantic_segmentation INFO: Iters: 81160/150000 || Lr: 0.009922 || Task Loss: 0.2568 || KD Loss: 0.0901|| 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: 3 days, 4:50:44 || Estimated Time: 2 days, 17:10:49
2023-07-30 18:34:13,179 semantic_segmentation INFO: Iters: 81170/150000 || Lr: 0.009921 || Task Loss: 0.2759 || KD Loss: 0.0744|| 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: 3 days, 4:51:20 || Estimated Time: 2 days, 17:10:16
2023-07-30 18:34:48,296 semantic_segmentation INFO: Iters: 81180/150000 || Lr: 0.009920 || Task Loss: 0.2141 || KD Loss: 0.0528|| 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: 3 days, 4:51:55 || Estimated Time: 2 days, 17:09:43
2023-07-30 18:35:22,462 semantic_segmentation INFO: Iters: 81190/150000 || Lr: 0.009918 || Task Loss: 0.1493 || KD Loss: 0.0388|| 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: 3 days, 4:52:29 || Estimated Time: 2 days, 17:09:09
2023-07-30 18:35:56,291 semantic_segmentation INFO: Iters: 81200/150000 || Lr: 0.009917 || Task Loss: 0.1302 || KD Loss: 0.0431|| 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: 3 days, 4:53:03 || Estimated Time: 2 days, 17:08:34
2023-07-30 18:36:29,585 semantic_segmentation INFO: Iters: 81210/150000 || Lr: 0.009916 || Task Loss: 0.2080 || KD Loss: 0.0603|| 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: 3 days, 4:53:36 || Estimated Time: 2 days, 17:08:00
2023-07-30 18:37:02,578 semantic_segmentation INFO: Iters: 81220/150000 || Lr: 0.009914 || Task Loss: 0.1891 || KD Loss: 0.0462|| 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: 3 days, 4:54:09 || Estimated Time: 2 days, 17:07:25
2023-07-30 18:37:35,224 semantic_segmentation INFO: Iters: 81230/150000 || Lr: 0.009913 || Task Loss: 0.1656 || KD Loss: 0.0413|| 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: 3 days, 4:54:42 || Estimated Time: 2 days, 17:06:49
2023-07-30 18:38:07,761 semantic_segmentation INFO: Iters: 81240/150000 || Lr: 0.009912 || Task Loss: 0.1455 || KD Loss: 0.0384|| 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: 3 days, 4:55:14 || Estimated Time: 2 days, 17:06:14
2023-07-30 18:38:40,096 semantic_segmentation INFO: Iters: 81250/150000 || Lr: 0.009911 || Task Loss: 0.2777 || KD Loss: 0.0594|| 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: 3 days, 4:55:46 || Estimated Time: 2 days, 17:05:38
2023-07-30 18:39:12,222 semantic_segmentation INFO: Iters: 81260/150000 || Lr: 0.009909 || Task Loss: 0.2308 || KD Loss: 0.0574|| 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: 3 days, 4:56:19 || Estimated Time: 2 days, 17:05:03
2023-07-30 18:39:44,253 semantic_segmentation INFO: Iters: 81270/150000 || Lr: 0.009908 || Task Loss: 0.1988 || KD Loss: 0.0439|| 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: 3 days, 4:56:51 || Estimated Time: 2 days, 17:04:27
2023-07-30 18:40:16,245 semantic_segmentation INFO: Iters: 81280/150000 || Lr: 0.009907 || Task Loss: 0.3584 || KD Loss: 0.0834|| 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: 3 days, 4:57:23 || Estimated Time: 2 days, 17:03:51
2023-07-30 18:40:48,266 semantic_segmentation INFO: Iters: 81290/150000 || Lr: 0.009905 || Task Loss: 0.1646 || KD Loss: 0.0317|| 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: 3 days, 4:57:55 || Estimated Time: 2 days, 17:03:15
2023-07-30 18:41:20,218 semantic_segmentation INFO: Iters: 81300/150000 || Lr: 0.009904 || Task Loss: 0.1523 || KD Loss: 0.0386|| 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: 3 days, 4:58:27 || Estimated Time: 2 days, 17:02:39
2023-07-30 18:41:52,116 semantic_segmentation INFO: Iters: 81310/150000 || Lr: 0.009903 || Task Loss: 0.1768 || KD Loss: 0.0369|| 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: 3 days, 4:58:58 || Estimated Time: 2 days, 17:02:03
2023-07-30 18:42:24,110 semantic_segmentation INFO: Iters: 81320/150000 || Lr: 0.009901 || Task Loss: 0.2175 || KD Loss: 0.0712|| 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 days, 4:59:30 || Estimated Time: 2 days, 17:01:27
2023-07-30 18:42:56,006 semantic_segmentation INFO: Iters: 81330/150000 || Lr: 0.009900 || Task Loss: 0.2069 || KD Loss: 0.0531|| 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: 3 days, 5:00:02 || Estimated Time: 2 days, 17:00:51
2023-07-30 18:43:27,999 semantic_segmentation INFO: Iters: 81340/150000 || Lr: 0.009899 || Task Loss: 0.1904 || KD Loss: 0.0448|| 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: 3 days, 5:00:34 || Estimated Time: 2 days, 17:00:16
2023-07-30 18:43:59,796 semantic_segmentation INFO: Iters: 81350/150000 || Lr: 0.009898 || Task Loss: 0.2276 || KD Loss: 0.0571|| 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: 3 days, 5:01:06 || Estimated Time: 2 days, 16:59:40
2023-07-30 18:44:31,768 semantic_segmentation INFO: Iters: 81360/150000 || Lr: 0.009896 || Task Loss: 0.2796 || KD Loss: 0.0815|| 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: 3 days, 5:01:38 || Estimated Time: 2 days, 16:59:04
2023-07-30 18:45:03,659 semantic_segmentation INFO: Iters: 81370/150000 || Lr: 0.009895 || Task Loss: 0.1845 || KD Loss: 0.0766|| 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: 3 days, 5:02:10 || Estimated Time: 2 days, 16:58:28
2023-07-30 18:45:35,556 semantic_segmentation INFO: Iters: 81380/150000 || Lr: 0.009894 || Task Loss: 0.1621 || KD Loss: 0.0505|| 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: 3 days, 5:02:42 || Estimated Time: 2 days, 16:57:52
2023-07-30 18:46:07,408 semantic_segmentation INFO: Iters: 81390/150000 || Lr: 0.009892 || Task Loss: 0.2404 || KD Loss: 0.0554|| 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: 3 days, 5:03:14 || Estimated Time: 2 days, 16:57:16
2023-07-30 18:46:39,346 semantic_segmentation INFO: Iters: 81400/150000 || Lr: 0.009891 || Task Loss: 0.2087 || KD Loss: 0.0492|| 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: 3 days, 5:03:46 || Estimated Time: 2 days, 16:56:40
2023-07-30 18:47:11,169 semantic_segmentation INFO: Iters: 81410/150000 || Lr: 0.009890 || Task Loss: 0.2229 || KD Loss: 0.0524|| 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: 3 days, 5:04:18 || Estimated Time: 2 days, 16:56:04
2023-07-30 18:47:43,065 semantic_segmentation INFO: Iters: 81420/150000 || Lr: 0.009889 || Task Loss: 0.1762 || KD Loss: 0.0513|| 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: 3 days, 5:04:49 || Estimated Time: 2 days, 16:55:28
2023-07-30 18:48:14,936 semantic_segmentation INFO: Iters: 81430/150000 || Lr: 0.009887 || Task Loss: 0.2137 || 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: 3 days, 5:05:21 || Estimated Time: 2 days, 16:54:52
2023-07-30 18:48:46,764 semantic_segmentation INFO: Iters: 81440/150000 || Lr: 0.009886 || Task Loss: 0.1928 || KD Loss: 0.0502|| 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: 3 days, 5:05:53 || Estimated Time: 2 days, 16:54:16
2023-07-30 18:49:18,525 semantic_segmentation INFO: Iters: 81450/150000 || Lr: 0.009885 || Task Loss: 0.2005 || KD Loss: 0.0566|| 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: 3 days, 5:06:25 || Estimated Time: 2 days, 16:53:40
2023-07-30 18:49:50,435 semantic_segmentation INFO: Iters: 81460/150000 || Lr: 0.009883 || Task Loss: 0.2366 || KD Loss: 0.0556|| 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: 3 days, 5:06:57 || Estimated Time: 2 days, 16:53:04
2023-07-30 18:50:22,259 semantic_segmentation INFO: Iters: 81470/150000 || Lr: 0.009882 || Task Loss: 0.2000 || KD Loss: 0.0692|| 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: 3 days, 5:07:29 || Estimated Time: 2 days, 16:52:28
2023-07-30 18:50:54,151 semantic_segmentation INFO: Iters: 81480/150000 || Lr: 0.009881 || Task Loss: 0.1543 || KD Loss: 0.0411|| 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: 3 days, 5:08:01 || Estimated Time: 2 days, 16:51:52
2023-07-30 18:51:25,886 semantic_segmentation INFO: Iters: 81490/150000 || Lr: 0.009879 || Task Loss: 0.2532 || KD Loss: 0.0560|| 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: 3 days, 5:08:32 || Estimated Time: 2 days, 16:51:16
2023-07-30 18:51:57,655 semantic_segmentation INFO: Iters: 81500/150000 || Lr: 0.009878 || Task Loss: 0.1672 || KD Loss: 0.0466|| 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: 3 days, 5:09:04 || Estimated Time: 2 days, 16:50:40
2023-07-30 18:52:29,480 semantic_segmentation INFO: Iters: 81510/150000 || Lr: 0.009877 || Task Loss: 0.1963 || KD Loss: 0.0497|| 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: 3 days, 5:09:36 || Estimated Time: 2 days, 16:50:04
2023-07-30 18:53:01,324 semantic_segmentation INFO: Iters: 81520/150000 || Lr: 0.009876 || Task Loss: 0.1840 || KD Loss: 0.0524|| 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: 3 days, 5:10:08 || Estimated Time: 2 days, 16:49:28
2023-07-30 18:53:33,164 semantic_segmentation INFO: Iters: 81530/150000 || Lr: 0.009874 || Task Loss: 0.1757 || KD Loss: 0.0465|| 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 days, 5:10:40 || Estimated Time: 2 days, 16:48:52
2023-07-30 18:54:05,028 semantic_segmentation INFO: Iters: 81540/150000 || Lr: 0.009873 || Task Loss: 0.1992 || KD Loss: 0.0432|| 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: 3 days, 5:11:11 || Estimated Time: 2 days, 16:48:16
2023-07-30 18:54:36,854 semantic_segmentation INFO: Iters: 81550/150000 || Lr: 0.009872 || Task Loss: 0.2560 || KD Loss: 0.0808|| 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: 3 days, 5:11:43 || Estimated Time: 2 days, 16:47:40
2023-07-30 18:55:08,706 semantic_segmentation INFO: Iters: 81560/150000 || Lr: 0.009870 || Task Loss: 0.2227 || KD Loss: 0.0722|| 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: 3 days, 5:12:15 || Estimated Time: 2 days, 16:47:05
2023-07-30 18:55:40,449 semantic_segmentation INFO: Iters: 81570/150000 || Lr: 0.009869 || Task Loss: 0.1587 || KD Loss: 0.0417|| 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: 3 days, 5:12:47 || Estimated Time: 2 days, 16:46:29
2023-07-30 18:56:12,221 semantic_segmentation INFO: Iters: 81580/150000 || Lr: 0.009868 || Task Loss: 0.1787 || KD Loss: 0.0504|| 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: 3 days, 5:13:19 || Estimated Time: 2 days, 16:45:52
2023-07-30 18:56:44,010 semantic_segmentation INFO: Iters: 81590/150000 || Lr: 0.009866 || Task Loss: 0.2277 || KD Loss: 0.0562|| 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 days, 5:13:50 || Estimated Time: 2 days, 16:45:16
2023-07-30 18:57:15,859 semantic_segmentation INFO: Iters: 81600/150000 || Lr: 0.009865 || Task Loss: 0.1817 || KD Loss: 0.0426|| 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: 3 days, 5:14:22 || Estimated Time: 2 days, 16:44:41
2023-07-30 18:57:15,923 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 18:57:16,744 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.407
2023-07-30 18:57:16,867 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.506
2023-07-30 18:57:16,972 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.509
2023-07-30 18:57:17,077 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.536
2023-07-30 18:57:17,186 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.530
2023-07-30 18:57:17,293 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.534
2023-07-30 18:57:17,401 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.569
2023-07-30 18:57:17,508 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.618
2023-07-30 18:57:17,615 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.664
2023-07-30 18:57:17,723 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.711
2023-07-30 18:57:17,828 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.716
2023-07-30 18:57:17,931 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.733
2023-07-30 18:57:18,034 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.734
2023-07-30 18:57:18,137 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.714
2023-07-30 18:57:18,239 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.720
2023-07-30 18:57:18,342 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.709
2023-07-30 18:57:18,444 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.710
2023-07-30 18:57:18,547 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.711
2023-07-30 18:57:18,650 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.717
2023-07-30 18:57:18,752 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.954, mIoU: 0.724
2023-07-30 18:57:18,857 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.725
2023-07-30 18:57:18,960 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.948, mIoU: 0.695
2023-07-30 18:57:19,063 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.693
2023-07-30 18:57:19,167 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.702
2023-07-30 18:57:19,269 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-30 18:57:19,374 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-30 18:57:19,478 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.703
2023-07-30 18:57:19,581 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-30 18:57:19,683 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.706
2023-07-30 18:57:19,791 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.947, mIoU: 0.715
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2023-07-30 18:57:19,997 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.712
2023-07-30 18:57:20,099 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-30 18:57:20,203 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-30 18:57:20,307 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.714
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2023-07-30 18:57:20,728 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.946, mIoU: 0.703
2023-07-30 18:57:20,839 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-30 18:57:20,950 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.947, mIoU: 0.705
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2023-07-30 18:57:21,162 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.948, mIoU: 0.705
2023-07-30 18:57:21,269 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 18:57:21,377 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.948, mIoU: 0.706
2023-07-30 18:57:21,485 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.949, mIoU: 0.706
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2023-07-30 18:57:21,701 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.950, mIoU: 0.705
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2023-07-30 18:57:21,919 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.710
2023-07-30 18:57:22,024 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.710
2023-07-30 18:57:22,127 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 18:57:22,229 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.718
2023-07-30 18:57:22,332 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-30 18:57:22,434 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.947, mIoU: 0.718
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2023-07-30 18:57:22,642 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-30 18:57:22,747 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-30 18:57:22,854 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.948, mIoU: 0.728
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2023-07-30 18:57:23,060 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.948, mIoU: 0.729
2023-07-30 18:57:23,163 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.730
2023-07-30 18:57:23,265 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.729
2023-07-30 18:57:23,368 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.732
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2023-07-30 18:57:25,073 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.948, mIoU: 0.732
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2023-07-30 18:57:26,356 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.945, mIoU: 0.740
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2023-07-30 18:57:27,004 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.946, mIoU: 0.741
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2023-07-30 18:57:30,128 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.945, mIoU: 0.743
2023-07-30 18:57:30,234 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.945, mIoU: 0.743
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2023-07-30 18:57:30,973 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.946, mIoU: 0.740
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2023-07-30 18:58:01,473 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 18:58:01,578 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 18:58:01,688 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 18:58:01,798 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 18:58:01,913 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 18:58:02,020 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 18:58:02,124 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 18:58:02,232 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 18:58:02,343 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 18:58:02,458 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 18:58:02,567 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 18:58:02,676 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 18:58:02,781 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 18:58:02,884 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 18:58:02,988 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 18:58:03,092 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 18:58:03,200 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-30 18:58:03,305 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 18:58:03,409 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 18:58:03,516 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 18:58:03,620 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 18:58:03,729 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 18:58:03,835 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 18:58:03,945 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 18:58:04,058 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 18:58:04,176 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 18:58:04,283 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 18:58:04,391 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 18:58:04,499 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 18:58:04,606 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 18:58:04,711 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 18:58:04,816 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 18:58:04,924 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 18:58:05,029 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 18:58:05,133 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 18:58:05,240 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-30 18:58:05,347 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-30 18:58:05,456 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-30 18:58:05,561 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-30 18:58:05,667 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-30 18:58:05,766 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-30 18:58:05,872 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-30 18:58:05,976 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 18:58:06,081 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 18:58:06,188 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 18:58:06,296 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 18:58:06,408 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 18:58:06,519 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.953, mIoU: 0.738
2023-07-30 18:58:06,629 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 18:58:06,741 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 18:58:06,850 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 18:58:06,956 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 18:58:07,064 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 18:58:07,171 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 18:58:07,276 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 18:58:07,378 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 18:58:07,485 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 18:58:07,592 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 18:58:07,696 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 18:58:07,801 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 18:58:07,903 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 18:58:08,006 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 18:58:08,109 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 18:58:08,215 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 18:58:08,320 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 18:58:08,423 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 18:58:08,528 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.953, mIoU: 0.738
2023-07-30 18:58:08,630 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.953, mIoU: 0.738
2023-07-30 18:58:08,733 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.953, mIoU: 0.738
2023-07-30 18:58:08,836 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.953, mIoU: 0.738
2023-07-30 18:58:08,939 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.953, mIoU: 0.738
2023-07-30 18:58:09,041 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 18:58:09,143 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 18:58:09,246 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 18:58:09,348 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 18:58:09,451 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 18:58:09,556 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 18:58:09,659 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 18:58:09,762 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 18:58:09,865 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 18:58:09,969 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 18:58:42,117 semantic_segmentation INFO: Iters: 81610/150000 || Lr: 0.009864 || Task Loss: 0.2852 || KD Loss: 0.0616|| 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: 3 days, 5:15:48 || Estimated Time: 2 days, 16:44:50
2023-07-30 18:59:13,853 semantic_segmentation INFO: Iters: 81620/150000 || Lr: 0.009863 || Task Loss: 0.1977 || KD Loss: 0.0421|| 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: 3 days, 5:16:20 || Estimated Time: 2 days, 16:44:14
2023-07-30 18:59:45,557 semantic_segmentation INFO: Iters: 81630/150000 || Lr: 0.009861 || Task Loss: 0.2098 || KD Loss: 0.0501|| 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: 3 days, 5:16:52 || Estimated Time: 2 days, 16:43:38
2023-07-30 19:00:17,330 semantic_segmentation INFO: Iters: 81640/150000 || Lr: 0.009860 || Task Loss: 0.1534 || KD Loss: 0.0351|| 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: 3 days, 5:17:24 || Estimated Time: 2 days, 16:43:02
2023-07-30 19:00:49,072 semantic_segmentation INFO: Iters: 81650/150000 || Lr: 0.009859 || Task Loss: 0.2241 || KD Loss: 0.0376|| 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: 3 days, 5:17:55 || Estimated Time: 2 days, 16:42:26
2023-07-30 19:01:20,807 semantic_segmentation INFO: Iters: 81660/150000 || Lr: 0.009857 || Task Loss: 0.1628 || KD Loss: 0.0468|| 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: 3 days, 5:18:27 || Estimated Time: 2 days, 16:41:50
2023-07-30 19:01:52,539 semantic_segmentation INFO: Iters: 81670/150000 || Lr: 0.009856 || Task Loss: 0.1785 || KD Loss: 0.0376|| 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: 3 days, 5:18:59 || Estimated Time: 2 days, 16:41:14
2023-07-30 19:02:24,299 semantic_segmentation INFO: Iters: 81680/150000 || Lr: 0.009855 || Task Loss: 0.1839 || KD Loss: 0.0366|| 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: 3 days, 5:19:31 || Estimated Time: 2 days, 16:40:38
2023-07-30 19:02:56,077 semantic_segmentation INFO: Iters: 81690/150000 || Lr: 0.009853 || Task Loss: 0.2071 || KD Loss: 0.0573|| 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: 3 days, 5:20:02 || Estimated Time: 2 days, 16:40:02
2023-07-30 19:03:27,819 semantic_segmentation INFO: Iters: 81700/150000 || Lr: 0.009852 || Task Loss: 0.2299 || KD Loss: 0.0498|| 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: 3 days, 5:20:34 || Estimated Time: 2 days, 16:39:26
2023-07-30 19:03:59,556 semantic_segmentation INFO: Iters: 81710/150000 || Lr: 0.009851 || Task Loss: 0.1975 || KD Loss: 0.0567|| 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: 3 days, 5:21:06 || Estimated Time: 2 days, 16:38:50
2023-07-30 19:04:31,301 semantic_segmentation INFO: Iters: 81720/150000 || Lr: 0.009850 || Task Loss: 0.2616 || KD Loss: 0.0737|| 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: 3 days, 5:21:38 || Estimated Time: 2 days, 16:38:14
2023-07-30 19:05:03,140 semantic_segmentation INFO: Iters: 81730/150000 || Lr: 0.009848 || Task Loss: 0.2023 || KD Loss: 0.0457|| 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: 3 days, 5:22:09 || Estimated Time: 2 days, 16:37:38
2023-07-30 19:05:34,897 semantic_segmentation INFO: Iters: 81740/150000 || Lr: 0.009847 || Task Loss: 0.2015 || KD Loss: 0.0469|| 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: 3 days, 5:22:41 || Estimated Time: 2 days, 16:37:02
2023-07-30 19:06:06,626 semantic_segmentation INFO: Iters: 81750/150000 || Lr: 0.009846 || Task Loss: 0.2336 || KD Loss: 0.0729|| 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: 3 days, 5:23:13 || Estimated Time: 2 days, 16:36:26
2023-07-30 19:06:38,385 semantic_segmentation INFO: Iters: 81760/150000 || Lr: 0.009844 || Task Loss: 0.2288 || KD Loss: 0.0663|| 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: 3 days, 5:23:45 || Estimated Time: 2 days, 16:35:50
2023-07-30 19:07:10,130 semantic_segmentation INFO: Iters: 81770/150000 || Lr: 0.009843 || Task Loss: 0.1924 || KD Loss: 0.0430|| 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: 3 days, 5:24:16 || Estimated Time: 2 days, 16:35:14
2023-07-30 19:07:41,866 semantic_segmentation INFO: Iters: 81780/150000 || Lr: 0.009842 || Task Loss: 0.1658 || KD Loss: 0.0527|| 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 days, 5:24:48 || Estimated Time: 2 days, 16:34:38
2023-07-30 19:08:13,612 semantic_segmentation INFO: Iters: 81790/150000 || Lr: 0.009840 || Task Loss: 0.1747 || KD Loss: 0.0523|| 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: 3 days, 5:25:20 || Estimated Time: 2 days, 16:34:02
2023-07-30 19:08:45,396 semantic_segmentation INFO: Iters: 81800/150000 || Lr: 0.009839 || Task Loss: 0.2442 || KD Loss: 0.0519|| 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: 3 days, 5:25:52 || Estimated Time: 2 days, 16:33:26
2023-07-30 19:09:17,090 semantic_segmentation INFO: Iters: 81810/150000 || Lr: 0.009838 || Task Loss: 0.2172 || KD Loss: 0.0578|| 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: 3 days, 5:26:23 || Estimated Time: 2 days, 16:32:50
2023-07-30 19:09:48,837 semantic_segmentation INFO: Iters: 81820/150000 || Lr: 0.009837 || Task Loss: 0.1939 || KD Loss: 0.0810|| 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: 3 days, 5:26:55 || Estimated Time: 2 days, 16:32:14
2023-07-30 19:10:20,565 semantic_segmentation INFO: Iters: 81830/150000 || Lr: 0.009835 || Task Loss: 0.2403 || KD Loss: 0.0543|| 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: 3 days, 5:27:27 || Estimated Time: 2 days, 16:31:38
2023-07-30 19:10:52,314 semantic_segmentation INFO: Iters: 81840/150000 || Lr: 0.009834 || Task Loss: 0.2440 || KD Loss: 0.0515|| 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: 3 days, 5:27:59 || Estimated Time: 2 days, 16:31:02
2023-07-30 19:11:24,075 semantic_segmentation INFO: Iters: 81850/150000 || Lr: 0.009833 || Task Loss: 0.1905 || KD Loss: 0.0797|| 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: 3 days, 5:28:30 || Estimated Time: 2 days, 16:30:26
2023-07-30 19:11:55,823 semantic_segmentation INFO: Iters: 81860/150000 || Lr: 0.009831 || Task Loss: 0.2474 || KD Loss: 0.0633|| 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: 3 days, 5:29:02 || Estimated Time: 2 days, 16:29:50
2023-07-30 19:12:27,522 semantic_segmentation INFO: Iters: 81870/150000 || Lr: 0.009830 || Task Loss: 0.1368 || KD Loss: 0.0439|| 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: 3 days, 5:29:34 || Estimated Time: 2 days, 16:29:13
2023-07-30 19:12:59,297 semantic_segmentation INFO: Iters: 81880/150000 || Lr: 0.009829 || Task Loss: 0.2709 || KD Loss: 0.0746|| 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: 3 days, 5:30:06 || Estimated Time: 2 days, 16:28:38
2023-07-30 19:13:31,047 semantic_segmentation INFO: Iters: 81890/150000 || Lr: 0.009828 || Task Loss: 0.2066 || KD Loss: 0.0493|| 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: 3 days, 5:30:37 || Estimated Time: 2 days, 16:28:02
2023-07-30 19:14:02,787 semantic_segmentation INFO: Iters: 81900/150000 || Lr: 0.009826 || Task Loss: 0.2370 || KD Loss: 0.0601|| 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: 3 days, 5:31:09 || Estimated Time: 2 days, 16:27:25
2023-07-30 19:14:34,547 semantic_segmentation INFO: Iters: 81910/150000 || Lr: 0.009825 || Task Loss: 0.3156 || KD Loss: 0.0705|| 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: 3 days, 5:31:41 || Estimated Time: 2 days, 16:26:49
2023-07-30 19:15:06,286 semantic_segmentation INFO: Iters: 81920/150000 || Lr: 0.009824 || Task Loss: 0.2199 || KD Loss: 0.0634|| 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: 3 days, 5:32:13 || Estimated Time: 2 days, 16:26:13
2023-07-30 19:15:38,026 semantic_segmentation INFO: Iters: 81930/150000 || Lr: 0.009822 || Task Loss: 0.1783 || KD Loss: 0.0484|| 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: 3 days, 5:32:44 || Estimated Time: 2 days, 16:25:37
2023-07-30 19:16:09,755 semantic_segmentation INFO: Iters: 81940/150000 || Lr: 0.009821 || Task Loss: 0.2171 || KD Loss: 0.0506|| 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: 3 days, 5:33:16 || Estimated Time: 2 days, 16:25:01
2023-07-30 19:16:41,486 semantic_segmentation INFO: Iters: 81950/150000 || Lr: 0.009820 || Task Loss: 0.2208 || KD Loss: 0.0690|| 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: 3 days, 5:33:48 || Estimated Time: 2 days, 16:24:25
2023-07-30 19:17:13,245 semantic_segmentation INFO: Iters: 81960/150000 || Lr: 0.009818 || Task Loss: 0.2128 || KD Loss: 0.0427|| 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: 3 days, 5:34:20 || Estimated Time: 2 days, 16:23:49
2023-07-30 19:17:45,016 semantic_segmentation INFO: Iters: 81970/150000 || Lr: 0.009817 || Task Loss: 0.1391 || KD Loss: 0.0408|| 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: 3 days, 5:34:51 || Estimated Time: 2 days, 16:23:13
2023-07-30 19:18:16,748 semantic_segmentation INFO: Iters: 81980/150000 || Lr: 0.009816 || Task Loss: 0.2394 || KD Loss: 0.0564|| 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: 3 days, 5:35:23 || Estimated Time: 2 days, 16:22:37
2023-07-30 19:18:48,498 semantic_segmentation INFO: Iters: 81990/150000 || Lr: 0.009815 || Task Loss: 0.2444 || KD Loss: 0.0602|| 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: 3 days, 5:35:55 || Estimated Time: 2 days, 16:22:01
2023-07-30 19:19:20,220 semantic_segmentation INFO: Iters: 82000/150000 || Lr: 0.009813 || Task Loss: 0.2494 || KD Loss: 0.0830|| 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: 3 days, 5:36:27 || Estimated Time: 2 days, 16:21:25
2023-07-30 19:19:51,966 semantic_segmentation INFO: Iters: 82010/150000 || Lr: 0.009812 || Task Loss: 0.1994 || KD Loss: 0.0787|| 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: 3 days, 5:36:58 || Estimated Time: 2 days, 16:20:49
2023-07-30 19:20:23,698 semantic_segmentation INFO: Iters: 82020/150000 || Lr: 0.009811 || Task Loss: 0.2129 || KD Loss: 0.0557|| 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: 3 days, 5:37:30 || Estimated Time: 2 days, 16:20:13
2023-07-30 19:20:55,457 semantic_segmentation INFO: Iters: 82030/150000 || Lr: 0.009809 || Task Loss: 0.2504 || KD Loss: 0.0605|| 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: 3 days, 5:38:02 || Estimated Time: 2 days, 16:19:37
2023-07-30 19:21:27,181 semantic_segmentation INFO: Iters: 82040/150000 || Lr: 0.009808 || Task Loss: 0.1930 || KD Loss: 0.0492|| 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: 3 days, 5:38:34 || Estimated Time: 2 days, 16:19:01
2023-07-30 19:21:58,920 semantic_segmentation INFO: Iters: 82050/150000 || Lr: 0.009807 || Task Loss: 0.2323 || KD Loss: 0.0746|| 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: 3 days, 5:39:05 || Estimated Time: 2 days, 16:18:25
2023-07-30 19:22:30,690 semantic_segmentation INFO: Iters: 82060/150000 || Lr: 0.009805 || Task Loss: 0.2729 || KD Loss: 0.0762|| 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: 3 days, 5:39:37 || Estimated Time: 2 days, 16:17:49
2023-07-30 19:23:02,416 semantic_segmentation INFO: Iters: 82070/150000 || Lr: 0.009804 || Task Loss: 0.2363 || KD Loss: 0.0520|| 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: 3 days, 5:40:09 || Estimated Time: 2 days, 16:17:13
2023-07-30 19:23:34,166 semantic_segmentation INFO: Iters: 82080/150000 || Lr: 0.009803 || Task Loss: 0.1876 || KD Loss: 0.0494|| 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: 3 days, 5:40:41 || Estimated Time: 2 days, 16:16:37
2023-07-30 19:24:05,897 semantic_segmentation INFO: Iters: 82090/150000 || Lr: 0.009802 || Task Loss: 0.2333 || KD Loss: 0.0481|| 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: 3 days, 5:41:12 || Estimated Time: 2 days, 16:16:01
2023-07-30 19:24:37,654 semantic_segmentation INFO: Iters: 82100/150000 || Lr: 0.009800 || Task Loss: 0.2497 || KD Loss: 0.0566|| 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: 3 days, 5:41:44 || Estimated Time: 2 days, 16:15:25
2023-07-30 19:25:09,398 semantic_segmentation INFO: Iters: 82110/150000 || Lr: 0.009799 || Task Loss: 0.1493 || KD Loss: 0.0303|| 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: 3 days, 5:42:16 || Estimated Time: 2 days, 16:14:49
2023-07-30 19:25:41,102 semantic_segmentation INFO: Iters: 82120/150000 || Lr: 0.009798 || Task Loss: 0.2418 || KD Loss: 0.0459|| 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 days, 5:42:47 || Estimated Time: 2 days, 16:14:13
2023-07-30 19:26:12,887 semantic_segmentation INFO: Iters: 82130/150000 || Lr: 0.009796 || Task Loss: 0.2250 || KD Loss: 0.0508|| 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: 3 days, 5:43:19 || Estimated Time: 2 days, 16:13:37
2023-07-30 19:26:44,614 semantic_segmentation INFO: Iters: 82140/150000 || Lr: 0.009795 || Task Loss: 0.1852 || KD Loss: 0.0458|| 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 days, 5:43:51 || Estimated Time: 2 days, 16:13:01
2023-07-30 19:27:16,353 semantic_segmentation INFO: Iters: 82150/150000 || Lr: 0.009794 || Task Loss: 0.2313 || KD Loss: 0.0805|| 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: 3 days, 5:44:23 || Estimated Time: 2 days, 16:12:25
2023-07-30 19:27:48,097 semantic_segmentation INFO: Iters: 82160/150000 || Lr: 0.009792 || Task Loss: 0.2030 || KD Loss: 0.0464|| 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: 3 days, 5:44:54 || Estimated Time: 2 days, 16:11:50
2023-07-30 19:28:19,842 semantic_segmentation INFO: Iters: 82170/150000 || Lr: 0.009791 || Task Loss: 0.1621 || KD Loss: 0.0459|| 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: 3 days, 5:45:26 || Estimated Time: 2 days, 16:11:14
2023-07-30 19:28:51,595 semantic_segmentation INFO: Iters: 82180/150000 || Lr: 0.009790 || Task Loss: 0.1825 || KD Loss: 0.0438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 5:45:58 || Estimated Time: 2 days, 16:10:38
2023-07-30 19:29:23,338 semantic_segmentation INFO: Iters: 82190/150000 || Lr: 0.009789 || Task Loss: 0.2113 || KD Loss: 0.0470|| 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: 3 days, 5:46:30 || Estimated Time: 2 days, 16:10:02
2023-07-30 19:29:55,082 semantic_segmentation INFO: Iters: 82200/150000 || Lr: 0.009787 || Task Loss: 0.2222 || KD Loss: 0.0500|| 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: 3 days, 5:47:01 || Estimated Time: 2 days, 16:09:26
2023-07-30 19:30:26,833 semantic_segmentation INFO: Iters: 82210/150000 || Lr: 0.009786 || Task Loss: 0.2583 || KD Loss: 0.0821|| 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: 3 days, 5:47:33 || Estimated Time: 2 days, 16:08:50
2023-07-30 19:30:58,554 semantic_segmentation INFO: Iters: 82220/150000 || Lr: 0.009785 || Task Loss: 0.2097 || KD Loss: 0.0439|| 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: 3 days, 5:48:05 || Estimated Time: 2 days, 16:08:14
2023-07-30 19:31:30,307 semantic_segmentation INFO: Iters: 82230/150000 || Lr: 0.009783 || Task Loss: 0.1978 || KD Loss: 0.0544|| 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 days, 5:48:37 || Estimated Time: 2 days, 16:07:38
2023-07-30 19:32:02,048 semantic_segmentation INFO: Iters: 82240/150000 || Lr: 0.009782 || Task Loss: 0.2136 || KD Loss: 0.0403|| 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: 3 days, 5:49:08 || Estimated Time: 2 days, 16:07:02
2023-07-30 19:32:33,790 semantic_segmentation INFO: Iters: 82250/150000 || Lr: 0.009781 || Task Loss: 0.1737 || KD Loss: 0.0458|| 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: 3 days, 5:49:40 || Estimated Time: 2 days, 16:06:26
2023-07-30 19:33:05,533 semantic_segmentation INFO: Iters: 82260/150000 || Lr: 0.009779 || Task Loss: 0.1787 || KD Loss: 0.0376|| 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: 3 days, 5:50:12 || Estimated Time: 2 days, 16:05:50
2023-07-30 19:33:37,268 semantic_segmentation INFO: Iters: 82270/150000 || Lr: 0.009778 || Task Loss: 0.2020 || KD Loss: 0.0447|| 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: 3 days, 5:50:44 || Estimated Time: 2 days, 16:05:14
2023-07-30 19:34:09,013 semantic_segmentation INFO: Iters: 82280/150000 || Lr: 0.009777 || Task Loss: 0.2830 || KD Loss: 0.0987|| 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: 3 days, 5:51:15 || Estimated Time: 2 days, 16:04:38
2023-07-30 19:34:40,688 semantic_segmentation INFO: Iters: 82290/150000 || Lr: 0.009776 || Task Loss: 0.1680 || KD Loss: 0.0326|| 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: 3 days, 5:51:47 || Estimated Time: 2 days, 16:04:02
2023-07-30 19:35:12,357 semantic_segmentation INFO: Iters: 82300/150000 || Lr: 0.009774 || Task Loss: 0.1559 || KD Loss: 0.0349|| 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: 3 days, 5:52:19 || Estimated Time: 2 days, 16:03:26
2023-07-30 19:35:44,058 semantic_segmentation INFO: Iters: 82310/150000 || Lr: 0.009773 || Task Loss: 0.2410 || KD Loss: 0.0604|| 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: 3 days, 5:52:50 || Estimated Time: 2 days, 16:02:50
2023-07-30 19:36:15,792 semantic_segmentation INFO: Iters: 82320/150000 || Lr: 0.009772 || Task Loss: 0.1849 || KD Loss: 0.0497|| 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: 3 days, 5:53:22 || Estimated Time: 2 days, 16:02:14
2023-07-30 19:36:47,526 semantic_segmentation INFO: Iters: 82330/150000 || Lr: 0.009770 || Task Loss: 0.1638 || KD Loss: 0.0642|| 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: 3 days, 5:53:54 || Estimated Time: 2 days, 16:01:38
2023-07-30 19:37:19,248 semantic_segmentation INFO: Iters: 82340/150000 || Lr: 0.009769 || Task Loss: 0.2368 || KD Loss: 0.0594|| 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: 3 days, 5:54:26 || Estimated Time: 2 days, 16:01:02
2023-07-30 19:37:51,007 semantic_segmentation INFO: Iters: 82350/150000 || Lr: 0.009768 || Task Loss: 0.2302 || KD Loss: 0.0434|| 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: 3 days, 5:54:57 || Estimated Time: 2 days, 16:00:26
2023-07-30 19:38:22,759 semantic_segmentation INFO: Iters: 82360/150000 || Lr: 0.009766 || Task Loss: 0.1671 || KD Loss: 0.0438|| 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: 3 days, 5:55:29 || Estimated Time: 2 days, 15:59:50
2023-07-30 19:38:54,518 semantic_segmentation INFO: Iters: 82370/150000 || Lr: 0.009765 || Task Loss: 0.1575 || KD Loss: 0.0369|| 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: 3 days, 5:56:01 || Estimated Time: 2 days, 15:59:14
2023-07-30 19:39:26,243 semantic_segmentation INFO: Iters: 82380/150000 || Lr: 0.009764 || Task Loss: 0.1714 || KD Loss: 0.0394|| 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: 3 days, 5:56:33 || Estimated Time: 2 days, 15:58:38
2023-07-30 19:39:57,955 semantic_segmentation INFO: Iters: 82390/150000 || Lr: 0.009763 || Task Loss: 0.1605 || KD Loss: 0.0369|| 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: 3 days, 5:57:04 || Estimated Time: 2 days, 15:58:02
2023-07-30 19:40:29,658 semantic_segmentation INFO: Iters: 82400/150000 || Lr: 0.009761 || Task Loss: 0.1650 || KD Loss: 0.0309|| 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: 3 days, 5:57:36 || Estimated Time: 2 days, 15:57:26
2023-07-30 19:40:29,729 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 19:40:30,576 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.411
2023-07-30 19:40:30,689 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.505
2023-07-30 19:40:30,796 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.514
2023-07-30 19:40:30,901 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.537
2023-07-30 19:40:31,010 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.530
2023-07-30 19:40:31,114 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.533
2023-07-30 19:40:31,219 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.577
2023-07-30 19:40:31,325 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.623
2023-07-30 19:40:31,433 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.666
2023-07-30 19:40:31,536 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.712
2023-07-30 19:40:31,639 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.726
2023-07-30 19:40:31,746 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.718
2023-07-30 19:40:31,853 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.722
2023-07-30 19:40:31,958 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.703
2023-07-30 19:40:32,062 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.708
2023-07-30 19:40:32,168 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.697
2023-07-30 19:40:32,275 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.698
2023-07-30 19:40:32,382 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.701
2023-07-30 19:40:32,491 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.707
2023-07-30 19:40:32,598 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.714
2023-07-30 19:40:32,706 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.714
2023-07-30 19:40:32,815 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.678
2023-07-30 19:40:32,923 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.675
2023-07-30 19:40:33,026 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-30 19:40:33,131 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.699
2023-07-30 19:40:33,233 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-30 19:40:33,336 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.945, mIoU: 0.690
2023-07-30 19:40:33,439 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.685
2023-07-30 19:40:33,542 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.944, mIoU: 0.694
2023-07-30 19:40:33,647 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.944, mIoU: 0.684
2023-07-30 19:40:33,748 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.684
2023-07-30 19:40:33,854 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-30 19:40:33,959 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.945, mIoU: 0.685
2023-07-30 19:40:34,064 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.945, mIoU: 0.684
2023-07-30 19:40:34,171 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-30 19:40:34,281 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-30 19:40:34,387 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-30 19:40:34,496 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-30 19:40:34,602 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.944, mIoU: 0.675
2023-07-30 19:40:34,706 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-30 19:40:34,818 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-30 19:40:34,926 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-30 19:40:35,033 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.946, mIoU: 0.678
2023-07-30 19:40:35,138 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.946, mIoU: 0.680
2023-07-30 19:40:35,246 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-30 19:40:35,354 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.947, mIoU: 0.679
2023-07-30 19:40:35,463 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.947, mIoU: 0.680
2023-07-30 19:40:35,571 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.948, mIoU: 0.679
2023-07-30 19:40:35,678 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.948, mIoU: 0.683
2023-07-30 19:40:35,784 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-30 19:40:35,887 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-30 19:40:35,992 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-30 19:40:36,095 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.947, mIoU: 0.693
2023-07-30 19:40:36,199 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.696
2023-07-30 19:40:36,301 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.946, mIoU: 0.695
2023-07-30 19:40:36,405 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.946, mIoU: 0.694
2023-07-30 19:40:36,508 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.946, mIoU: 0.695
2023-07-30 19:40:36,610 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-30 19:40:36,712 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.946, mIoU: 0.699
2023-07-30 19:40:36,815 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.946, mIoU: 0.698
2023-07-30 19:40:36,920 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-30 19:40:37,023 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 19:40:37,126 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-30 19:40:37,231 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-30 19:40:37,334 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-30 19:40:37,437 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-30 19:40:37,539 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-30 19:40:37,644 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.945, mIoU: 0.709
2023-07-30 19:40:37,746 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-30 19:40:37,854 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-30 19:40:37,957 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-30 19:40:38,062 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-30 19:40:38,165 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-30 19:40:38,271 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-30 19:40:38,379 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-30 19:40:38,488 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-30 19:40:38,595 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-30 19:40:38,701 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-30 19:40:38,807 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-30 19:40:38,915 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.946, mIoU: 0.709
2023-07-30 19:40:39,021 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.946, mIoU: 0.710
2023-07-30 19:40:39,128 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.946, mIoU: 0.711
2023-07-30 19:40:39,235 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.946, mIoU: 0.710
2023-07-30 19:40:39,342 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.945, mIoU: 0.708
2023-07-30 19:40:39,451 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.943, mIoU: 0.704
2023-07-30 19:40:39,554 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.943, mIoU: 0.704
2023-07-30 19:40:39,659 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.943, mIoU: 0.704
2023-07-30 19:40:39,765 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.943, mIoU: 0.704
2023-07-30 19:40:39,873 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.943, mIoU: 0.704
2023-07-30 19:40:39,981 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.943, mIoU: 0.704
2023-07-30 19:40:40,086 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.944, mIoU: 0.705
2023-07-30 19:40:40,188 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.943, mIoU: 0.714
2023-07-30 19:40:40,291 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.943, mIoU: 0.714
2023-07-30 19:40:40,394 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.943, mIoU: 0.714
2023-07-30 19:40:40,499 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.944, mIoU: 0.714
2023-07-30 19:40:40,602 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.944, mIoU: 0.714
2023-07-30 19:40:40,704 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.944, mIoU: 0.714
2023-07-30 19:40:40,807 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.944, mIoU: 0.714
2023-07-30 19:40:40,914 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-30 19:40:41,016 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-30 19:40:41,118 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.942, mIoU: 0.715
2023-07-30 19:40:41,223 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.941, mIoU: 0.713
2023-07-30 19:40:41,325 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-30 19:40:41,428 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-30 19:40:41,531 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.942, mIoU: 0.712
2023-07-30 19:40:41,636 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.942, mIoU: 0.712
2023-07-30 19:40:41,739 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.942, mIoU: 0.712
2023-07-30 19:40:41,842 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-30 19:40:41,959 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-30 19:40:42,072 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.942, mIoU: 0.714
2023-07-30 19:40:42,178 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.942, mIoU: 0.714
2023-07-30 19:40:42,282 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-30 19:40:42,391 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.942, mIoU: 0.712
2023-07-30 19:40:42,503 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.942, mIoU: 0.712
2023-07-30 19:40:42,610 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.942, mIoU: 0.712
2023-07-30 19:40:42,714 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.943, mIoU: 0.711
2023-07-30 19:40:42,821 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.942, mIoU: 0.709
2023-07-30 19:40:42,932 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.942, mIoU: 0.709
2023-07-30 19:40:43,043 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.942, mIoU: 0.712
2023-07-30 19:40:43,153 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.942, mIoU: 0.712
2023-07-30 19:40:43,259 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.942, mIoU: 0.711
2023-07-30 19:40:43,368 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.942, mIoU: 0.711
2023-07-30 19:40:43,473 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.942, mIoU: 0.711
2023-07-30 19:40:43,577 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-30 19:40:43,680 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.942, mIoU: 0.714
2023-07-30 19:40:43,782 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.942, mIoU: 0.712
2023-07-30 19:40:43,887 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.942, mIoU: 0.714
2023-07-30 19:40:43,994 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.942, mIoU: 0.714
2023-07-30 19:40:44,096 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-30 19:40:44,203 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.942, mIoU: 0.713
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2023-07-30 19:41:05,068 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.944, mIoU: 0.699
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2023-07-30 19:41:05,284 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.944, mIoU: 0.699
2023-07-30 19:41:05,388 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 19:41:05,496 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 19:41:05,600 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 19:41:05,706 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 19:41:05,809 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 19:41:05,917 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-30 19:41:06,023 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-30 19:41:06,131 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-30 19:41:06,245 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-30 19:41:06,352 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-30 19:41:06,459 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-30 19:41:06,570 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.945, mIoU: 0.702
2023-07-30 19:41:06,682 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.945, mIoU: 0.702
2023-07-30 19:41:06,793 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.945, mIoU: 0.702
2023-07-30 19:41:06,903 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 19:41:07,012 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 19:41:07,118 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 19:41:07,220 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 19:41:07,328 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.946, mIoU: 0.702
2023-07-30 19:41:07,433 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.946, mIoU: 0.703
2023-07-30 19:41:07,539 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.946, mIoU: 0.703
2023-07-30 19:41:07,644 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.946, mIoU: 0.703
2023-07-30 19:41:07,748 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.946, mIoU: 0.703
2023-07-30 19:41:07,851 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.946, mIoU: 0.703
2023-07-30 19:41:07,956 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.946, mIoU: 0.703
2023-07-30 19:41:08,059 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.946, mIoU: 0.703
2023-07-30 19:41:08,161 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.946, mIoU: 0.703
2023-07-30 19:41:08,264 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.946, mIoU: 0.703
2023-07-30 19:41:08,368 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.946, mIoU: 0.703
2023-07-30 19:41:08,474 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.946, mIoU: 0.703
2023-07-30 19:41:08,579 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.947, mIoU: 0.703
2023-07-30 19:41:08,684 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.947, mIoU: 0.704
2023-07-30 19:41:08,792 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.947, mIoU: 0.704
2023-07-30 19:41:08,904 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.947, mIoU: 0.704
2023-07-30 19:41:09,013 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.947, mIoU: 0.704
2023-07-30 19:41:09,118 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.947, mIoU: 0.704
2023-07-30 19:41:09,229 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.947, mIoU: 0.704
2023-07-30 19:41:09,345 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.947, mIoU: 0.705
2023-07-30 19:41:09,456 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.947, mIoU: 0.704
2023-07-30 19:41:09,566 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.947, mIoU: 0.705
2023-07-30 19:41:09,675 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.947, mIoU: 0.705
2023-07-30 19:41:09,780 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.947, mIoU: 0.705
2023-07-30 19:41:09,886 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 19:41:09,991 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-30 19:41:10,094 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.947, mIoU: 0.705
2023-07-30 19:41:10,198 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.947, mIoU: 0.705
2023-07-30 19:41:10,302 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.947, mIoU: 0.705
2023-07-30 19:41:10,407 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.948, mIoU: 0.705
2023-07-30 19:41:10,512 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.948, mIoU: 0.705
2023-07-30 19:41:10,617 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.948, mIoU: 0.706
2023-07-30 19:41:10,721 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.948, mIoU: 0.706
2023-07-30 19:41:10,826 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.948, mIoU: 0.706
2023-07-30 19:41:10,931 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.948, mIoU: 0.706
2023-07-30 19:41:11,037 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.948, mIoU: 0.706
2023-07-30 19:41:11,142 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.948, mIoU: 0.706
2023-07-30 19:41:11,250 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.948, mIoU: 0.706
2023-07-30 19:41:11,362 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-30 19:41:11,472 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.948, mIoU: 0.708
2023-07-30 19:41:11,580 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.948, mIoU: 0.708
2023-07-30 19:41:11,689 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.948, mIoU: 0.708
2023-07-30 19:41:11,801 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.948, mIoU: 0.708
2023-07-30 19:41:11,910 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.948, mIoU: 0.708
2023-07-30 19:41:12,021 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.948, mIoU: 0.709
2023-07-30 19:41:12,131 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.948, mIoU: 0.709
2023-07-30 19:41:12,241 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.948, mIoU: 0.709
2023-07-30 19:41:12,346 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-30 19:41:12,449 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-30 19:41:12,551 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-30 19:41:12,656 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-30 19:41:12,761 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-30 19:41:12,866 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-30 19:41:12,973 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-30 19:41:13,075 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-30 19:41:13,178 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-30 19:41:13,280 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-30 19:41:13,387 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-30 19:41:13,491 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-30 19:41:13,596 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-30 19:41:13,702 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.949, mIoU: 0.710
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2023-07-30 19:41:13,916 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.950, mIoU: 0.710
2023-07-30 19:41:14,032 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.950, mIoU: 0.710
2023-07-30 19:41:14,137 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-30 19:41:14,244 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.950, mIoU: 0.710
2023-07-30 19:41:14,356 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.950, mIoU: 0.710
2023-07-30 19:41:14,472 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.950, mIoU: 0.710
2023-07-30 19:41:14,583 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.950, mIoU: 0.710
2023-07-30 19:41:14,694 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.950, mIoU: 0.710
2023-07-30 19:41:14,803 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.950, mIoU: 0.710
2023-07-30 19:41:14,910 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-30 19:41:15,015 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-30 19:41:15,120 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-30 19:41:15,224 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-30 19:41:15,332 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-30 19:41:15,444 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-30 19:41:15,555 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-30 19:41:15,667 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-30 19:41:15,776 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-30 19:41:15,885 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 19:41:15,994 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 19:41:16,104 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-30 19:41:16,213 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-30 19:41:16,323 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.951, mIoU: 0.712
2023-07-30 19:41:16,437 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.951, mIoU: 0.712
2023-07-30 19:41:16,547 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.951, mIoU: 0.712
2023-07-30 19:41:16,652 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.951, mIoU: 0.712
2023-07-30 19:41:16,757 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.951, mIoU: 0.712
2023-07-30 19:41:16,861 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.951, mIoU: 0.712
2023-07-30 19:41:16,966 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.951, mIoU: 0.712
2023-07-30 19:41:17,071 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.951, mIoU: 0.712
2023-07-30 19:41:17,178 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.951, mIoU: 0.712
2023-07-30 19:41:17,286 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.951, mIoU: 0.712
2023-07-30 19:41:17,399 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.951, mIoU: 0.712
2023-07-30 19:41:17,518 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.951, mIoU: 0.712
2023-07-30 19:41:17,625 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.951, mIoU: 0.712
2023-07-30 19:41:17,729 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.951, mIoU: 0.712
2023-07-30 19:41:17,834 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.951, mIoU: 0.712
2023-07-30 19:41:17,942 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.951, mIoU: 0.712
2023-07-30 19:41:18,051 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.951, mIoU: 0.712
2023-07-30 19:41:18,158 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.951, mIoU: 0.712
2023-07-30 19:41:18,270 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.951, mIoU: 0.712
2023-07-30 19:41:18,382 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.951, mIoU: 0.712
2023-07-30 19:41:18,497 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.951, mIoU: 0.713
2023-07-30 19:41:18,603 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.951, mIoU: 0.712
2023-07-30 19:41:18,706 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.951, mIoU: 0.712
2023-07-30 19:41:18,808 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.951, mIoU: 0.713
2023-07-30 19:41:18,913 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.952, mIoU: 0.713
2023-07-30 19:41:19,019 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.952, mIoU: 0.713
2023-07-30 19:41:19,123 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.952, mIoU: 0.714
2023-07-30 19:41:19,228 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.951, mIoU: 0.714
2023-07-30 19:41:19,333 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.952, mIoU: 0.714
2023-07-30 19:41:19,441 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.952, mIoU: 0.715
2023-07-30 19:41:19,558 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.952, mIoU: 0.715
2023-07-30 19:41:19,665 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.952, mIoU: 0.715
2023-07-30 19:41:19,771 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.952, mIoU: 0.715
2023-07-30 19:41:19,881 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.952, mIoU: 0.715
2023-07-30 19:41:19,994 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.952, mIoU: 0.715
2023-07-30 19:41:20,104 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-30 19:41:20,215 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-30 19:41:20,323 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-30 19:41:20,429 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-30 19:41:20,535 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-30 19:41:20,639 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-30 19:41:20,742 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-30 19:41:20,846 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-30 19:41:20,952 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-30 19:41:21,052 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-30 19:41:21,158 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-30 19:41:21,261 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-30 19:41:21,365 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-30 19:41:21,471 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-30 19:41:21,575 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-30 19:41:21,681 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-30 19:41:21,784 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-30 19:41:21,890 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-30 19:41:21,996 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-30 19:41:22,106 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-30 19:41:22,220 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.952, mIoU: 0.717
2023-07-30 19:41:22,325 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.952, mIoU: 0.717
2023-07-30 19:41:22,429 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.952, mIoU: 0.717
2023-07-30 19:41:22,542 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.952, mIoU: 0.717
2023-07-30 19:41:22,651 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.952, mIoU: 0.717
2023-07-30 19:41:22,760 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.952, mIoU: 0.717
2023-07-30 19:41:22,869 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.952, mIoU: 0.718
2023-07-30 19:41:22,976 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.953, mIoU: 0.718
2023-07-30 19:41:23,083 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.952, mIoU: 0.718
2023-07-30 19:41:23,191 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.953, mIoU: 0.718
2023-07-30 19:41:23,299 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.953, mIoU: 0.718
2023-07-30 19:41:23,403 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.953, mIoU: 0.718
2023-07-30 19:41:23,513 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.953, mIoU: 0.718
2023-07-30 19:41:23,615 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.953, mIoU: 0.718
2023-07-30 19:41:23,717 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.953, mIoU: 0.718
2023-07-30 19:41:55,833 semantic_segmentation INFO: Iters: 82410/150000 || Lr: 0.009760 || Task Loss: 0.1687 || KD Loss: 0.0350|| 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: 3 days, 5:59:02 || Estimated Time: 2 days, 15:57:35
2023-07-30 19:42:27,455 semantic_segmentation INFO: Iters: 82420/150000 || Lr: 0.009759 || Task Loss: 0.1755 || KD Loss: 0.0323|| 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: 3 days, 5:59:34 || Estimated Time: 2 days, 15:56:59
2023-07-30 19:42:59,101 semantic_segmentation INFO: Iters: 82430/150000 || Lr: 0.009757 || Task Loss: 0.2230 || KD Loss: 0.0570|| 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: 3 days, 6:00:05 || Estimated Time: 2 days, 15:56:22
2023-07-30 19:43:30,707 semantic_segmentation INFO: Iters: 82440/150000 || Lr: 0.009756 || Task Loss: 0.2050 || KD Loss: 0.0525|| 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: 3 days, 6:00:37 || Estimated Time: 2 days, 15:55:46
2023-07-30 19:44:02,357 semantic_segmentation INFO: Iters: 82450/150000 || Lr: 0.009755 || Task Loss: 0.1709 || KD Loss: 0.0464|| 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: 3 days, 6:01:09 || Estimated Time: 2 days, 15:55:10
2023-07-30 19:44:34,037 semantic_segmentation INFO: Iters: 82460/150000 || Lr: 0.009753 || Task Loss: 0.2119 || KD Loss: 0.0692|| 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: 3 days, 6:01:40 || Estimated Time: 2 days, 15:54:34
2023-07-30 19:45:05,701 semantic_segmentation INFO: Iters: 82470/150000 || Lr: 0.009752 || Task Loss: 0.2225 || KD Loss: 0.0529|| 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: 3 days, 6:02:12 || Estimated Time: 2 days, 15:53:58
2023-07-30 19:45:37,354 semantic_segmentation INFO: Iters: 82480/150000 || Lr: 0.009751 || Task Loss: 0.2321 || KD Loss: 0.0712|| 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: 3 days, 6:02:44 || Estimated Time: 2 days, 15:53:22
2023-07-30 19:46:09,056 semantic_segmentation INFO: Iters: 82490/150000 || Lr: 0.009750 || Task Loss: 0.1548 || KD Loss: 0.0384|| 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: 3 days, 6:03:15 || Estimated Time: 2 days, 15:52:46
2023-07-30 19:46:40,748 semantic_segmentation INFO: Iters: 82500/150000 || Lr: 0.009748 || Task Loss: 0.1562 || KD Loss: 0.0450|| 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: 3 days, 6:03:47 || Estimated Time: 2 days, 15:52:10
2023-07-30 19:47:12,390 semantic_segmentation INFO: Iters: 82510/150000 || Lr: 0.009747 || Task Loss: 0.1270 || KD Loss: 0.0330|| 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: 3 days, 6:04:19 || Estimated Time: 2 days, 15:51:34
2023-07-30 19:47:44,089 semantic_segmentation INFO: Iters: 82520/150000 || Lr: 0.009746 || Task Loss: 0.1739 || KD Loss: 0.0356|| 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: 3 days, 6:04:50 || Estimated Time: 2 days, 15:50:58
2023-07-30 19:48:15,738 semantic_segmentation INFO: Iters: 82530/150000 || Lr: 0.009744 || Task Loss: 0.2422 || KD Loss: 0.0548|| 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: 3 days, 6:05:22 || Estimated Time: 2 days, 15:50:22
2023-07-30 19:48:47,397 semantic_segmentation INFO: Iters: 82540/150000 || Lr: 0.009743 || Task Loss: 0.2256 || KD Loss: 0.0545|| 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: 3 days, 6:05:54 || Estimated Time: 2 days, 15:49:46
2023-07-30 19:49:19,113 semantic_segmentation INFO: Iters: 82550/150000 || Lr: 0.009742 || Task Loss: 0.1969 || KD Loss: 0.0413|| 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: 3 days, 6:06:25 || Estimated Time: 2 days, 15:49:10
2023-07-30 19:49:50,776 semantic_segmentation INFO: Iters: 82560/150000 || Lr: 0.009740 || Task Loss: 0.2254 || KD Loss: 0.0578|| 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: 3 days, 6:06:57 || Estimated Time: 2 days, 15:48:34
2023-07-30 19:50:22,416 semantic_segmentation INFO: Iters: 82570/150000 || Lr: 0.009739 || Task Loss: 0.2538 || KD Loss: 0.0694|| 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: 3 days, 6:07:29 || Estimated Time: 2 days, 15:47:58
2023-07-30 19:50:54,162 semantic_segmentation INFO: Iters: 82580/150000 || Lr: 0.009738 || Task Loss: 0.2252 || KD Loss: 0.0463|| 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: 3 days, 6:08:01 || Estimated Time: 2 days, 15:47:22
2023-07-30 19:51:25,827 semantic_segmentation INFO: Iters: 82590/150000 || Lr: 0.009737 || Task Loss: 0.2535 || KD Loss: 0.0494|| 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: 3 days, 6:08:32 || Estimated Time: 2 days, 15:46:46
2023-07-30 19:51:57,517 semantic_segmentation INFO: Iters: 82600/150000 || Lr: 0.009735 || Task Loss: 0.1450 || KD Loss: 0.0389|| 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 days, 6:09:04 || Estimated Time: 2 days, 15:46:10
2023-07-30 19:52:29,200 semantic_segmentation INFO: Iters: 82610/150000 || Lr: 0.009734 || Task Loss: 0.1514 || KD Loss: 0.0384|| 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: 3 days, 6:09:36 || Estimated Time: 2 days, 15:45:34
2023-07-30 19:53:00,897 semantic_segmentation INFO: Iters: 82620/150000 || Lr: 0.009733 || Task Loss: 0.1841 || KD Loss: 0.0439|| 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: 3 days, 6:10:07 || Estimated Time: 2 days, 15:44:58
2023-07-30 19:53:32,599 semantic_segmentation INFO: Iters: 82630/150000 || Lr: 0.009731 || Task Loss: 0.2302 || KD Loss: 0.0490|| 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: 3 days, 6:10:39 || Estimated Time: 2 days, 15:44:22
2023-07-30 19:54:04,351 semantic_segmentation INFO: Iters: 82640/150000 || Lr: 0.009730 || Task Loss: 0.1997 || KD Loss: 0.0498|| 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: 3 days, 6:11:11 || Estimated Time: 2 days, 15:43:46
2023-07-30 19:54:36,051 semantic_segmentation INFO: Iters: 82650/150000 || Lr: 0.009729 || Task Loss: 0.2242 || KD Loss: 0.0572|| 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: 3 days, 6:11:42 || Estimated Time: 2 days, 15:43:10
2023-07-30 19:55:07,785 semantic_segmentation INFO: Iters: 82660/150000 || Lr: 0.009727 || Task Loss: 0.2467 || KD Loss: 0.0650|| 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: 3 days, 6:12:14 || Estimated Time: 2 days, 15:42:34
2023-07-30 19:55:39,473 semantic_segmentation INFO: Iters: 82670/150000 || Lr: 0.009726 || Task Loss: 0.1736 || KD Loss: 0.0367|| 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: 3 days, 6:12:46 || Estimated Time: 2 days, 15:41:58
2023-07-30 19:56:11,203 semantic_segmentation INFO: Iters: 82680/150000 || Lr: 0.009725 || Task Loss: 0.2071 || KD Loss: 0.0619|| 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: 3 days, 6:13:18 || Estimated Time: 2 days, 15:41:22
2023-07-30 19:56:42,884 semantic_segmentation INFO: Iters: 82690/150000 || Lr: 0.009724 || Task Loss: 0.3673 || KD Loss: 0.0886|| 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: 3 days, 6:13:49 || Estimated Time: 2 days, 15:40:46
2023-07-30 19:57:14,565 semantic_segmentation INFO: Iters: 82700/150000 || Lr: 0.009722 || Task Loss: 0.1546 || KD Loss: 0.0561|| 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: 3 days, 6:14:21 || Estimated Time: 2 days, 15:40:10
2023-07-30 19:57:46,241 semantic_segmentation INFO: Iters: 82710/150000 || Lr: 0.009721 || Task Loss: 0.2432 || KD Loss: 0.0607|| 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: 3 days, 6:14:53 || Estimated Time: 2 days, 15:39:34
2023-07-30 19:58:17,888 semantic_segmentation INFO: Iters: 82720/150000 || Lr: 0.009720 || Task Loss: 0.1960 || KD Loss: 0.0528|| 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: 3 days, 6:15:24 || Estimated Time: 2 days, 15:38:58
2023-07-30 19:58:49,522 semantic_segmentation INFO: Iters: 82730/150000 || Lr: 0.009718 || Task Loss: 0.2221 || KD Loss: 0.0448|| 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: 3 days, 6:15:56 || Estimated Time: 2 days, 15:38:22
2023-07-30 19:59:21,158 semantic_segmentation INFO: Iters: 82740/150000 || Lr: 0.009717 || Task Loss: 0.2324 || KD Loss: 0.0502|| 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: 3 days, 6:16:28 || Estimated Time: 2 days, 15:37:46
2023-07-30 19:59:52,871 semantic_segmentation INFO: Iters: 82750/150000 || Lr: 0.009716 || Task Loss: 0.2047 || KD Loss: 0.0479|| 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: 3 days, 6:16:59 || Estimated Time: 2 days, 15:37:10
2023-07-30 20:00:24,539 semantic_segmentation INFO: Iters: 82760/150000 || Lr: 0.009714 || Task Loss: 0.2310 || KD Loss: 0.0491|| 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 days, 6:17:31 || Estimated Time: 2 days, 15:36:34
2023-07-30 20:00:56,176 semantic_segmentation INFO: Iters: 82770/150000 || Lr: 0.009713 || Task Loss: 0.1929 || KD Loss: 0.0431|| 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: 3 days, 6:18:03 || Estimated Time: 2 days, 15:35:58
2023-07-30 20:01:27,866 semantic_segmentation INFO: Iters: 82780/150000 || Lr: 0.009712 || Task Loss: 0.1578 || KD Loss: 0.0385|| 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: 3 days, 6:18:34 || Estimated Time: 2 days, 15:35:22
2023-07-30 20:01:59,522 semantic_segmentation INFO: Iters: 82790/150000 || Lr: 0.009711 || Task Loss: 0.2237 || KD Loss: 0.0468|| 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: 3 days, 6:19:06 || Estimated Time: 2 days, 15:34:46
2023-07-30 20:02:31,133 semantic_segmentation INFO: Iters: 82800/150000 || Lr: 0.009709 || Task Loss: 0.1982 || KD Loss: 0.0497|| 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: 3 days, 6:19:37 || Estimated Time: 2 days, 15:34:10
2023-07-30 20:03:02,857 semantic_segmentation INFO: Iters: 82810/150000 || Lr: 0.009708 || Task Loss: 0.1596 || KD Loss: 0.0371|| 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: 3 days, 6:20:09 || Estimated Time: 2 days, 15:33:34
2023-07-30 20:03:34,513 semantic_segmentation INFO: Iters: 82820/150000 || Lr: 0.009707 || Task Loss: 0.1343 || KD Loss: 0.0304|| 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: 3 days, 6:20:41 || Estimated Time: 2 days, 15:32:58
2023-07-30 20:04:06,225 semantic_segmentation INFO: Iters: 82830/150000 || Lr: 0.009705 || Task Loss: 0.2263 || KD Loss: 0.0425|| 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: 3 days, 6:21:13 || Estimated Time: 2 days, 15:32:22
2023-07-30 20:04:37,914 semantic_segmentation INFO: Iters: 82840/150000 || Lr: 0.009704 || Task Loss: 0.1340 || KD Loss: 0.0322|| 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: 3 days, 6:21:44 || Estimated Time: 2 days, 15:31:46
2023-07-30 20:05:09,553 semantic_segmentation INFO: Iters: 82850/150000 || Lr: 0.009703 || Task Loss: 0.2022 || KD Loss: 0.0395|| 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: 3 days, 6:22:16 || Estimated Time: 2 days, 15:31:10
2023-07-30 20:05:41,225 semantic_segmentation INFO: Iters: 82860/150000 || Lr: 0.009701 || Task Loss: 0.1885 || KD Loss: 0.0494|| 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: 3 days, 6:22:48 || Estimated Time: 2 days, 15:30:34
2023-07-30 20:06:12,916 semantic_segmentation INFO: Iters: 82870/150000 || Lr: 0.009700 || Task Loss: 0.2037 || KD Loss: 0.0617|| 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: 3 days, 6:23:19 || Estimated Time: 2 days, 15:29:58
2023-07-30 20:06:44,570 semantic_segmentation INFO: Iters: 82880/150000 || Lr: 0.009699 || Task Loss: 0.2198 || KD Loss: 0.0498|| 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: 3 days, 6:23:51 || Estimated Time: 2 days, 15:29:22
2023-07-30 20:07:16,302 semantic_segmentation INFO: Iters: 82890/150000 || Lr: 0.009698 || Task Loss: 0.1996 || KD Loss: 0.0522|| 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: 3 days, 6:24:23 || Estimated Time: 2 days, 15:28:47
2023-07-30 20:07:47,972 semantic_segmentation INFO: Iters: 82900/150000 || Lr: 0.009696 || Task Loss: 0.2562 || KD Loss: 0.0737|| 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: 3 days, 6:24:54 || Estimated Time: 2 days, 15:28:11
2023-07-30 20:08:19,633 semantic_segmentation INFO: Iters: 82910/150000 || Lr: 0.009695 || Task Loss: 0.2955 || KD Loss: 0.0433|| 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: 3 days, 6:25:26 || Estimated Time: 2 days, 15:27:35
2023-07-30 20:08:51,265 semantic_segmentation INFO: Iters: 82920/150000 || Lr: 0.009694 || Task Loss: 0.2070 || KD Loss: 0.0424|| 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: 3 days, 6:25:58 || Estimated Time: 2 days, 15:26:59
2023-07-30 20:09:22,990 semantic_segmentation INFO: Iters: 82930/150000 || Lr: 0.009692 || Task Loss: 0.2472 || KD Loss: 0.0607|| 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: 3 days, 6:26:29 || Estimated Time: 2 days, 15:26:23
2023-07-30 20:09:54,645 semantic_segmentation INFO: Iters: 82940/150000 || Lr: 0.009691 || Task Loss: 0.1360 || KD Loss: 0.0307|| 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: 3 days, 6:27:01 || Estimated Time: 2 days, 15:25:47
2023-07-30 20:10:26,298 semantic_segmentation INFO: Iters: 82950/150000 || Lr: 0.009690 || Task Loss: 0.2064 || KD Loss: 0.0399|| 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: 3 days, 6:27:33 || Estimated Time: 2 days, 15:25:11
2023-07-30 20:10:58,036 semantic_segmentation INFO: Iters: 82960/150000 || Lr: 0.009688 || Task Loss: 0.2362 || KD Loss: 0.0594|| 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: 3 days, 6:28:04 || Estimated Time: 2 days, 15:24:35
2023-07-30 20:11:29,779 semantic_segmentation INFO: Iters: 82970/150000 || Lr: 0.009687 || Task Loss: 0.1961 || KD Loss: 0.0558|| 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: 3 days, 6:28:36 || Estimated Time: 2 days, 15:23:59
2023-07-30 20:12:01,385 semantic_segmentation INFO: Iters: 82980/150000 || Lr: 0.009686 || Task Loss: 0.2516 || KD Loss: 0.0742|| 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: 3 days, 6:29:08 || Estimated Time: 2 days, 15:23:23
2023-07-30 20:12:33,044 semantic_segmentation INFO: Iters: 82990/150000 || Lr: 0.009685 || Task Loss: 0.2002 || KD Loss: 0.0452|| 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: 3 days, 6:29:39 || Estimated Time: 2 days, 15:22:47
2023-07-30 20:13:04,713 semantic_segmentation INFO: Iters: 83000/150000 || Lr: 0.009683 || Task Loss: 0.2512 || KD Loss: 0.0390|| 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: 3 days, 6:30:11 || Estimated Time: 2 days, 15:22:11
2023-07-30 20:13:36,420 semantic_segmentation INFO: Iters: 83010/150000 || Lr: 0.009682 || Task Loss: 0.1800 || KD Loss: 0.0383|| 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: 3 days, 6:30:43 || Estimated Time: 2 days, 15:21:35
2023-07-30 20:14:08,092 semantic_segmentation INFO: Iters: 83020/150000 || Lr: 0.009681 || Task Loss: 0.1454 || KD Loss: 0.0392|| 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: 3 days, 6:31:14 || Estimated Time: 2 days, 15:20:59
2023-07-30 20:14:39,717 semantic_segmentation INFO: Iters: 83030/150000 || Lr: 0.009679 || Task Loss: 0.2925 || KD Loss: 0.1086|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1493|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 6:31:46 || Estimated Time: 2 days, 15:20:23
2023-07-30 20:15:11,379 semantic_segmentation INFO: Iters: 83040/150000 || Lr: 0.009678 || Task Loss: 0.1229 || KD Loss: 0.0327|| 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: 3 days, 6:32:18 || Estimated Time: 2 days, 15:19:47
2023-07-30 20:15:43,043 semantic_segmentation INFO: Iters: 83050/150000 || Lr: 0.009677 || Task Loss: 0.1602 || KD Loss: 0.0331|| 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: 3 days, 6:32:49 || Estimated Time: 2 days, 15:19:11
2023-07-30 20:16:14,731 semantic_segmentation INFO: Iters: 83060/150000 || Lr: 0.009675 || Task Loss: 0.1784 || KD Loss: 0.0692|| 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: 3 days, 6:33:21 || Estimated Time: 2 days, 15:18:35
2023-07-30 20:16:46,355 semantic_segmentation INFO: Iters: 83070/150000 || Lr: 0.009674 || Task Loss: 0.2011 || KD Loss: 0.0435|| 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: 3 days, 6:33:53 || Estimated Time: 2 days, 15:17:59
2023-07-30 20:17:18,022 semantic_segmentation INFO: Iters: 83080/150000 || Lr: 0.009673 || Task Loss: 0.1709 || KD Loss: 0.0510|| 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: 3 days, 6:34:24 || Estimated Time: 2 days, 15:17:23
2023-07-30 20:17:49,668 semantic_segmentation INFO: Iters: 83090/150000 || Lr: 0.009672 || Task Loss: 0.1367 || KD Loss: 0.0279|| 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: 3 days, 6:34:56 || Estimated Time: 2 days, 15:16:47
2023-07-30 20:18:21,306 semantic_segmentation INFO: Iters: 83100/150000 || Lr: 0.009670 || Task Loss: 0.2314 || KD Loss: 0.0461|| 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 days, 6:35:28 || Estimated Time: 2 days, 15:16:11
2023-07-30 20:18:52,967 semantic_segmentation INFO: Iters: 83110/150000 || Lr: 0.009669 || Task Loss: 0.1994 || KD Loss: 0.0545|| 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: 3 days, 6:35:59 || Estimated Time: 2 days, 15:15:35
2023-07-30 20:19:24,627 semantic_segmentation INFO: Iters: 83120/150000 || Lr: 0.009668 || Task Loss: 0.2059 || KD Loss: 0.0493|| 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: 3 days, 6:36:31 || Estimated Time: 2 days, 15:14:59
2023-07-30 20:19:56,266 semantic_segmentation INFO: Iters: 83130/150000 || Lr: 0.009666 || Task Loss: 0.2860 || KD Loss: 0.0469|| 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: 3 days, 6:37:03 || Estimated Time: 2 days, 15:14:23
2023-07-30 20:20:27,951 semantic_segmentation INFO: Iters: 83140/150000 || Lr: 0.009665 || Task Loss: 0.1567 || KD Loss: 0.0359|| 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: 3 days, 6:37:34 || Estimated Time: 2 days, 15:13:47
2023-07-30 20:20:59,561 semantic_segmentation INFO: Iters: 83150/150000 || Lr: 0.009664 || Task Loss: 0.1995 || KD Loss: 0.0389|| 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: 3 days, 6:38:06 || Estimated Time: 2 days, 15:13:11
2023-07-30 20:21:31,272 semantic_segmentation INFO: Iters: 83160/150000 || Lr: 0.009662 || Task Loss: 0.1665 || KD Loss: 0.0343|| 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: 3 days, 6:38:38 || Estimated Time: 2 days, 15:12:35
2023-07-30 20:22:02,920 semantic_segmentation INFO: Iters: 83170/150000 || Lr: 0.009661 || Task Loss: 0.2313 || KD Loss: 0.0471|| 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: 3 days, 6:39:09 || Estimated Time: 2 days, 15:11:59
2023-07-30 20:22:34,579 semantic_segmentation INFO: Iters: 83180/150000 || Lr: 0.009660 || Task Loss: 0.2019 || KD Loss: 0.0428|| 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: 3 days, 6:39:41 || Estimated Time: 2 days, 15:11:23
2023-07-30 20:23:06,277 semantic_segmentation INFO: Iters: 83190/150000 || Lr: 0.009659 || Task Loss: 0.2016 || KD Loss: 0.0679|| 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: 3 days, 6:40:13 || Estimated Time: 2 days, 15:10:47
2023-07-30 20:23:37,877 semantic_segmentation INFO: Iters: 83200/150000 || Lr: 0.009657 || Task Loss: 0.1947 || KD Loss: 0.0493|| 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: 3 days, 6:40:44 || Estimated Time: 2 days, 15:10:11
2023-07-30 20:23:37,945 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 20:23:38,800 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.404
2023-07-30 20:23:38,908 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.495
2023-07-30 20:23:39,019 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.505
2023-07-30 20:23:39,126 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.533
2023-07-30 20:23:39,233 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.523
2023-07-30 20:23:39,338 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.526
2023-07-30 20:23:39,444 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.566
2023-07-30 20:23:39,549 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.613
2023-07-30 20:23:39,655 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.651
2023-07-30 20:23:39,763 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.687
2023-07-30 20:23:39,869 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.695
2023-07-30 20:23:39,973 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.726
2023-07-30 20:23:40,080 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.720
2023-07-30 20:23:40,188 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.709
2023-07-30 20:23:40,295 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.956, mIoU: 0.687
2023-07-30 20:23:40,402 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.678
2023-07-30 20:23:40,509 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.679
2023-07-30 20:23:40,616 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.681
2023-07-30 20:23:40,724 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.686
2023-07-30 20:23:40,832 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.693
2023-07-30 20:23:40,936 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.696
2023-07-30 20:23:41,039 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.708
2023-07-30 20:23:41,142 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-30 20:23:41,245 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-30 20:23:41,348 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.728
2023-07-30 20:23:41,450 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-30 20:23:41,554 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-30 20:23:41,657 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-30 20:23:41,760 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.712
2023-07-30 20:23:41,868 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.947, mIoU: 0.719
2023-07-30 20:23:41,971 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.947, mIoU: 0.719
2023-07-30 20:23:42,074 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-30 20:23:42,178 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-30 20:23:42,283 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.947, mIoU: 0.717
2023-07-30 20:23:42,389 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.718
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2023-07-30 20:23:43,039 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.947, mIoU: 0.709
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2023-07-30 20:24:23,622 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.949, mIoU: 0.730
2023-07-30 20:24:23,727 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.949, mIoU: 0.730
2023-07-30 20:24:23,834 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.949, mIoU: 0.730
2023-07-30 20:24:23,940 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-30 20:24:24,047 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-30 20:24:24,151 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-30 20:24:24,255 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-30 20:24:24,360 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-30 20:24:24,468 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 20:24:24,574 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 20:24:24,677 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 20:24:24,781 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 20:24:24,886 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 20:24:24,989 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 20:24:25,092 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 20:24:25,198 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 20:24:25,306 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 20:24:25,411 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 20:24:25,525 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 20:24:25,641 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 20:24:25,748 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 20:24:25,853 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 20:24:25,959 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 20:24:26,065 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 20:24:26,175 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-30 20:24:26,285 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 20:24:26,389 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 20:24:26,497 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 20:24:26,603 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 20:24:26,708 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 20:24:26,814 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 20:24:26,916 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 20:24:27,022 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 20:24:27,127 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 20:24:27,232 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.951, mIoU: 0.732
2023-07-30 20:24:27,336 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.951, mIoU: 0.732
2023-07-30 20:24:27,441 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.951, mIoU: 0.732
2023-07-30 20:24:27,545 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.951, mIoU: 0.732
2023-07-30 20:24:27,650 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.951, mIoU: 0.732
2023-07-30 20:24:27,754 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.951, mIoU: 0.733
2023-07-30 20:24:27,860 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.951, mIoU: 0.733
2023-07-30 20:24:27,966 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.951, mIoU: 0.733
2023-07-30 20:24:28,073 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.951, mIoU: 0.733
2023-07-30 20:24:28,183 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.951, mIoU: 0.733
2023-07-30 20:24:28,299 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 20:24:28,405 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 20:24:28,511 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 20:24:28,619 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 20:24:28,729 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 20:24:28,842 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 20:24:28,953 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 20:24:29,061 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 20:24:29,163 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 20:24:29,269 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 20:24:29,372 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 20:24:29,476 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 20:24:29,582 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 20:24:29,686 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 20:24:29,793 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 20:24:29,896 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 20:24:30,001 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 20:24:30,106 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 20:24:30,208 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 20:24:30,311 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 20:24:30,413 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 20:24:30,516 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 20:24:30,621 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 20:24:30,724 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 20:24:30,829 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 20:24:30,934 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 20:24:31,041 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 20:24:31,152 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 20:24:31,259 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 20:24:31,364 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 20:24:31,474 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 20:24:31,587 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 20:24:31,695 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 20:24:31,802 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 20:25:03,896 semantic_segmentation INFO: Iters: 83210/150000 || Lr: 0.009656 || Task Loss: 0.1736 || KD Loss: 0.0425|| 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: 3 days, 6:42:10 || Estimated Time: 2 days, 15:10:19
2023-07-30 20:25:35,488 semantic_segmentation INFO: Iters: 83220/150000 || Lr: 0.009655 || Task Loss: 0.1915 || KD Loss: 0.0403|| 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: 3 days, 6:42:42 || Estimated Time: 2 days, 15:09:43
2023-07-30 20:26:07,046 semantic_segmentation INFO: Iters: 83230/150000 || Lr: 0.009653 || Task Loss: 0.1886 || KD Loss: 0.0364|| 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: 3 days, 6:43:13 || Estimated Time: 2 days, 15:09:07
2023-07-30 20:26:38,587 semantic_segmentation INFO: Iters: 83240/150000 || Lr: 0.009652 || Task Loss: 0.1794 || KD Loss: 0.0452|| 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: 3 days, 6:43:45 || Estimated Time: 2 days, 15:08:31
2023-07-30 20:27:10,192 semantic_segmentation INFO: Iters: 83250/150000 || Lr: 0.009651 || Task Loss: 0.1581 || KD Loss: 0.0328|| 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: 3 days, 6:44:17 || Estimated Time: 2 days, 15:07:55
2023-07-30 20:27:41,775 semantic_segmentation INFO: Iters: 83260/150000 || Lr: 0.009649 || Task Loss: 0.2453 || KD Loss: 0.0558|| 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 days, 6:44:48 || Estimated Time: 2 days, 15:07:19
2023-07-30 20:28:13,380 semantic_segmentation INFO: Iters: 83270/150000 || Lr: 0.009648 || Task Loss: 0.2349 || KD Loss: 0.0620|| 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: 3 days, 6:45:20 || Estimated Time: 2 days, 15:06:43
2023-07-30 20:28:44,959 semantic_segmentation INFO: Iters: 83280/150000 || Lr: 0.009647 || Task Loss: 0.1664 || KD Loss: 0.0432|| 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: 3 days, 6:45:51 || Estimated Time: 2 days, 15:06:07
2023-07-30 20:29:16,653 semantic_segmentation INFO: Iters: 83290/150000 || Lr: 0.009646 || Task Loss: 0.2238 || KD Loss: 0.0529|| 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: 3 days, 6:46:23 || Estimated Time: 2 days, 15:05:31
2023-07-30 20:29:48,246 semantic_segmentation INFO: Iters: 83300/150000 || Lr: 0.009644 || Task Loss: 0.1833 || KD Loss: 0.0485|| 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: 3 days, 6:46:55 || Estimated Time: 2 days, 15:04:55
2023-07-30 20:30:19,876 semantic_segmentation INFO: Iters: 83310/150000 || Lr: 0.009643 || Task Loss: 0.1574 || KD Loss: 0.0469|| 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: 3 days, 6:47:26 || Estimated Time: 2 days, 15:04:19
2023-07-30 20:30:51,515 semantic_segmentation INFO: Iters: 83320/150000 || Lr: 0.009642 || Task Loss: 0.1931 || KD Loss: 0.0393|| 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: 3 days, 6:47:58 || Estimated Time: 2 days, 15:03:43
2023-07-30 20:31:23,144 semantic_segmentation INFO: Iters: 83330/150000 || Lr: 0.009640 || Task Loss: 0.2532 || KD Loss: 0.0664|| 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: 3 days, 6:48:29 || Estimated Time: 2 days, 15:03:07
2023-07-30 20:31:54,767 semantic_segmentation INFO: Iters: 83340/150000 || Lr: 0.009639 || Task Loss: 0.2783 || KD Loss: 0.0666|| 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: 3 days, 6:49:01 || Estimated Time: 2 days, 15:02:31
2023-07-30 20:32:26,424 semantic_segmentation INFO: Iters: 83350/150000 || Lr: 0.009638 || Task Loss: 0.2159 || KD Loss: 0.0785|| 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: 3 days, 6:49:33 || Estimated Time: 2 days, 15:01:55
2023-07-30 20:32:58,138 semantic_segmentation INFO: Iters: 83360/150000 || Lr: 0.009636 || Task Loss: 0.2130 || KD Loss: 0.0456|| 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: 3 days, 6:50:04 || Estimated Time: 2 days, 15:01:19
2023-07-30 20:33:29,786 semantic_segmentation INFO: Iters: 83370/150000 || Lr: 0.009635 || Task Loss: 0.1659 || KD Loss: 0.0421|| 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: 3 days, 6:50:36 || Estimated Time: 2 days, 15:00:43
2023-07-30 20:34:01,450 semantic_segmentation INFO: Iters: 83380/150000 || Lr: 0.009634 || Task Loss: 0.2613 || KD Loss: 0.0557|| 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: 3 days, 6:51:08 || Estimated Time: 2 days, 15:00:07
2023-07-30 20:34:33,079 semantic_segmentation INFO: Iters: 83390/150000 || Lr: 0.009633 || Task Loss: 0.1542 || KD Loss: 0.0522|| 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: 3 days, 6:51:39 || Estimated Time: 2 days, 14:59:31
2023-07-30 20:35:04,701 semantic_segmentation INFO: Iters: 83400/150000 || Lr: 0.009631 || Task Loss: 0.2000 || KD Loss: 0.0454|| 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: 3 days, 6:52:11 || Estimated Time: 2 days, 14:58:55
2023-07-30 20:35:36,302 semantic_segmentation INFO: Iters: 83410/150000 || Lr: 0.009630 || Task Loss: 0.1967 || KD Loss: 0.0429|| 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: 3 days, 6:52:43 || Estimated Time: 2 days, 14:58:19
2023-07-30 20:36:07,963 semantic_segmentation INFO: Iters: 83420/150000 || Lr: 0.009629 || Task Loss: 0.2409 || KD Loss: 0.0649|| 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: 3 days, 6:53:14 || Estimated Time: 2 days, 14:57:43
2023-07-30 20:36:39,609 semantic_segmentation INFO: Iters: 83430/150000 || Lr: 0.009627 || Task Loss: 0.2098 || KD Loss: 0.0425|| 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: 3 days, 6:53:46 || Estimated Time: 2 days, 14:57:07
2023-07-30 20:37:11,242 semantic_segmentation INFO: Iters: 83440/150000 || Lr: 0.009626 || Task Loss: 0.1900 || KD Loss: 0.0573|| 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: 3 days, 6:54:18 || Estimated Time: 2 days, 14:56:31
2023-07-30 20:37:42,812 semantic_segmentation INFO: Iters: 83450/150000 || Lr: 0.009625 || Task Loss: 0.2006 || KD Loss: 0.0458|| 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: 3 days, 6:54:49 || Estimated Time: 2 days, 14:55:55
2023-07-30 20:38:14,434 semantic_segmentation INFO: Iters: 83460/150000 || Lr: 0.009623 || Task Loss: 0.2067 || KD Loss: 0.0608|| 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: 3 days, 6:55:21 || Estimated Time: 2 days, 14:55:19
2023-07-30 20:38:46,101 semantic_segmentation INFO: Iters: 83470/150000 || Lr: 0.009622 || Task Loss: 0.1868 || KD Loss: 0.0453|| 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: 3 days, 6:55:52 || Estimated Time: 2 days, 14:54:44
2023-07-30 20:39:17,718 semantic_segmentation INFO: Iters: 83480/150000 || Lr: 0.009621 || Task Loss: 0.2643 || KD Loss: 0.0619|| 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: 3 days, 6:56:24 || Estimated Time: 2 days, 14:54:08
2023-07-30 20:39:49,376 semantic_segmentation INFO: Iters: 83490/150000 || Lr: 0.009619 || Task Loss: 0.1507 || KD Loss: 0.0430|| 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: 3 days, 6:56:56 || Estimated Time: 2 days, 14:53:32
2023-07-30 20:40:21,002 semantic_segmentation INFO: Iters: 83500/150000 || Lr: 0.009618 || Task Loss: 0.1944 || KD Loss: 0.0383|| 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: 3 days, 6:57:27 || Estimated Time: 2 days, 14:52:56
2023-07-30 20:40:52,642 semantic_segmentation INFO: Iters: 83510/150000 || Lr: 0.009617 || Task Loss: 0.1867 || KD Loss: 0.0493|| 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: 3 days, 6:57:59 || Estimated Time: 2 days, 14:52:20
2023-07-30 20:41:24,294 semantic_segmentation INFO: Iters: 83520/150000 || Lr: 0.009616 || Task Loss: 0.2214 || KD Loss: 0.0431|| 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: 3 days, 6:58:31 || Estimated Time: 2 days, 14:51:44
2023-07-30 20:41:55,956 semantic_segmentation INFO: Iters: 83530/150000 || Lr: 0.009614 || Task Loss: 0.2006 || KD Loss: 0.0630|| 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: 3 days, 6:59:02 || Estimated Time: 2 days, 14:51:08
2023-07-30 20:42:27,595 semantic_segmentation INFO: Iters: 83540/150000 || Lr: 0.009613 || Task Loss: 0.2066 || KD Loss: 0.0458|| 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: 3 days, 6:59:34 || Estimated Time: 2 days, 14:50:32
2023-07-30 20:42:59,286 semantic_segmentation INFO: Iters: 83550/150000 || Lr: 0.009612 || Task Loss: 0.1961 || KD Loss: 0.0460|| 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: 3 days, 7:00:06 || Estimated Time: 2 days, 14:49:56
2023-07-30 20:43:30,854 semantic_segmentation INFO: Iters: 83560/150000 || Lr: 0.009610 || Task Loss: 0.1326 || KD Loss: 0.0261|| 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: 3 days, 7:00:37 || Estimated Time: 2 days, 14:49:20
2023-07-30 20:44:02,516 semantic_segmentation INFO: Iters: 83570/150000 || Lr: 0.009609 || Task Loss: 0.1794 || KD Loss: 0.0385|| 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: 3 days, 7:01:09 || Estimated Time: 2 days, 14:48:44
2023-07-30 20:44:34,116 semantic_segmentation INFO: Iters: 83580/150000 || Lr: 0.009608 || Task Loss: 0.2194 || KD Loss: 0.0825|| 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: 3 days, 7:01:40 || Estimated Time: 2 days, 14:48:08
2023-07-30 20:45:05,749 semantic_segmentation INFO: Iters: 83590/150000 || Lr: 0.009606 || Task Loss: 0.1829 || KD Loss: 0.0388|| 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: 3 days, 7:02:12 || Estimated Time: 2 days, 14:47:32
2023-07-30 20:45:37,321 semantic_segmentation INFO: Iters: 83600/150000 || Lr: 0.009605 || Task Loss: 0.1502 || KD Loss: 0.0397|| 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: 3 days, 7:02:44 || Estimated Time: 2 days, 14:46:56
2023-07-30 20:46:08,976 semantic_segmentation INFO: Iters: 83610/150000 || Lr: 0.009604 || Task Loss: 0.1892 || KD Loss: 0.0684|| 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: 3 days, 7:03:15 || Estimated Time: 2 days, 14:46:20
2023-07-30 20:46:40,580 semantic_segmentation INFO: Iters: 83620/150000 || Lr: 0.009603 || Task Loss: 0.2245 || KD Loss: 0.0462|| 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 days, 7:03:47 || Estimated Time: 2 days, 14:45:44
2023-07-30 20:47:12,196 semantic_segmentation INFO: Iters: 83630/150000 || Lr: 0.009601 || Task Loss: 0.2030 || KD Loss: 0.0451|| 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: 3 days, 7:04:19 || Estimated Time: 2 days, 14:45:08
2023-07-30 20:47:43,886 semantic_segmentation INFO: Iters: 83640/150000 || Lr: 0.009600 || Task Loss: 0.3214 || KD Loss: 0.0796|| 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: 3 days, 7:04:50 || Estimated Time: 2 days, 14:44:32
2023-07-30 20:48:15,500 semantic_segmentation INFO: Iters: 83650/150000 || Lr: 0.009599 || Task Loss: 0.1890 || KD Loss: 0.0568|| 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: 3 days, 7:05:22 || Estimated Time: 2 days, 14:43:56
2023-07-30 20:48:47,068 semantic_segmentation INFO: Iters: 83660/150000 || Lr: 0.009597 || Task Loss: 0.1987 || KD Loss: 0.0436|| 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: 3 days, 7:05:53 || Estimated Time: 2 days, 14:43:20
2023-07-30 20:49:18,726 semantic_segmentation INFO: Iters: 83670/150000 || Lr: 0.009596 || Task Loss: 0.1460 || KD Loss: 0.0459|| 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: 3 days, 7:06:25 || Estimated Time: 2 days, 14:42:44
2023-07-30 20:49:50,336 semantic_segmentation INFO: Iters: 83680/150000 || Lr: 0.009595 || Task Loss: 0.1750 || KD Loss: 0.0462|| 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: 3 days, 7:06:57 || Estimated Time: 2 days, 14:42:08
2023-07-30 20:50:21,983 semantic_segmentation INFO: Iters: 83690/150000 || Lr: 0.009593 || Task Loss: 0.1811 || KD Loss: 0.0533|| 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: 3 days, 7:07:28 || Estimated Time: 2 days, 14:41:33
2023-07-30 20:50:53,543 semantic_segmentation INFO: Iters: 83700/150000 || Lr: 0.009592 || Task Loss: 0.1704 || KD Loss: 0.0572|| 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: 3 days, 7:08:00 || Estimated Time: 2 days, 14:40:57
2023-07-30 20:51:25,202 semantic_segmentation INFO: Iters: 83710/150000 || Lr: 0.009591 || Task Loss: 0.2049 || KD Loss: 0.0506|| 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: 3 days, 7:08:32 || Estimated Time: 2 days, 14:40:21
2023-07-30 20:51:56,788 semantic_segmentation INFO: Iters: 83720/150000 || Lr: 0.009590 || Task Loss: 0.1372 || KD Loss: 0.0279|| 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: 3 days, 7:09:03 || Estimated Time: 2 days, 14:39:45
2023-07-30 20:52:28,415 semantic_segmentation INFO: Iters: 83730/150000 || Lr: 0.009588 || Task Loss: 0.1964 || KD Loss: 0.0507|| 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: 3 days, 7:09:35 || Estimated Time: 2 days, 14:39:09
2023-07-30 20:52:59,992 semantic_segmentation INFO: Iters: 83740/150000 || Lr: 0.009587 || Task Loss: 0.2189 || KD Loss: 0.0496|| 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: 3 days, 7:10:06 || Estimated Time: 2 days, 14:38:33
2023-07-30 20:53:31,660 semantic_segmentation INFO: Iters: 83750/150000 || Lr: 0.009586 || Task Loss: 0.1441 || KD Loss: 0.0286|| 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: 3 days, 7:10:38 || Estimated Time: 2 days, 14:37:57
2023-07-30 20:54:03,285 semantic_segmentation INFO: Iters: 83760/150000 || Lr: 0.009584 || Task Loss: 0.2573 || KD Loss: 0.0657|| 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 days, 7:11:10 || Estimated Time: 2 days, 14:37:21
2023-07-30 20:54:34,930 semantic_segmentation INFO: Iters: 83770/150000 || Lr: 0.009583 || Task Loss: 0.1545 || KD Loss: 0.0706|| 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: 3 days, 7:11:41 || Estimated Time: 2 days, 14:36:45
2023-07-30 20:55:06,547 semantic_segmentation INFO: Iters: 83780/150000 || Lr: 0.009582 || Task Loss: 0.1542 || KD Loss: 0.0441|| 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: 3 days, 7:12:13 || Estimated Time: 2 days, 14:36:09
2023-07-30 20:55:38,188 semantic_segmentation INFO: Iters: 83790/150000 || Lr: 0.009580 || Task Loss: 0.2323 || KD Loss: 0.0634|| 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: 3 days, 7:12:45 || Estimated Time: 2 days, 14:35:33
2023-07-30 20:56:09,799 semantic_segmentation INFO: Iters: 83800/150000 || Lr: 0.009579 || Task Loss: 0.3029 || KD Loss: 0.0600|| 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: 3 days, 7:13:16 || Estimated Time: 2 days, 14:34:57
2023-07-30 20:56:41,353 semantic_segmentation INFO: Iters: 83810/150000 || Lr: 0.009578 || Task Loss: 0.1584 || KD Loss: 0.0396|| 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: 3 days, 7:13:48 || Estimated Time: 2 days, 14:34:21
2023-07-30 20:57:13,045 semantic_segmentation INFO: Iters: 83820/150000 || Lr: 0.009577 || Task Loss: 0.1355 || KD Loss: 0.0335|| 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: 3 days, 7:14:19 || Estimated Time: 2 days, 14:33:45
2023-07-30 20:57:44,619 semantic_segmentation INFO: Iters: 83830/150000 || Lr: 0.009575 || Task Loss: 0.1993 || KD Loss: 0.0431|| 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: 3 days, 7:14:51 || Estimated Time: 2 days, 14:33:09
2023-07-30 20:58:16,193 semantic_segmentation INFO: Iters: 83840/150000 || Lr: 0.009574 || Task Loss: 0.1868 || KD Loss: 0.0515|| 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: 3 days, 7:15:23 || Estimated Time: 2 days, 14:32:33
2023-07-30 20:58:47,851 semantic_segmentation INFO: Iters: 83850/150000 || Lr: 0.009573 || Task Loss: 0.1603 || KD Loss: 0.0374|| 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: 3 days, 7:15:54 || Estimated Time: 2 days, 14:31:57
2023-07-30 20:59:19,478 semantic_segmentation INFO: Iters: 83860/150000 || Lr: 0.009571 || Task Loss: 0.2106 || KD Loss: 0.0517|| 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: 3 days, 7:16:26 || Estimated Time: 2 days, 14:31:22
2023-07-30 20:59:51,126 semantic_segmentation INFO: Iters: 83870/150000 || Lr: 0.009570 || Task Loss: 0.2140 || KD Loss: 0.0416|| 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: 3 days, 7:16:57 || Estimated Time: 2 days, 14:30:46
2023-07-30 21:00:22,717 semantic_segmentation INFO: Iters: 83880/150000 || Lr: 0.009569 || Task Loss: 0.1916 || KD Loss: 0.0429|| 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: 3 days, 7:17:29 || Estimated Time: 2 days, 14:30:10
2023-07-30 21:00:54,370 semantic_segmentation INFO: Iters: 83890/150000 || Lr: 0.009567 || Task Loss: 0.2042 || KD Loss: 0.0460|| 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: 3 days, 7:18:01 || Estimated Time: 2 days, 14:29:34
2023-07-30 21:01:25,955 semantic_segmentation INFO: Iters: 83900/150000 || Lr: 0.009566 || Task Loss: 0.1763 || KD Loss: 0.0387|| 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: 3 days, 7:18:32 || Estimated Time: 2 days, 14:28:58
2023-07-30 21:01:57,574 semantic_segmentation INFO: Iters: 83910/150000 || Lr: 0.009565 || Task Loss: 0.1679 || KD Loss: 0.0329|| 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: 3 days, 7:19:04 || Estimated Time: 2 days, 14:28:22
2023-07-30 21:02:29,226 semantic_segmentation INFO: Iters: 83920/150000 || Lr: 0.009563 || Task Loss: 0.1517 || KD Loss: 0.0295|| 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: 3 days, 7:19:36 || Estimated Time: 2 days, 14:27:46
2023-07-30 21:03:00,861 semantic_segmentation INFO: Iters: 83930/150000 || Lr: 0.009562 || Task Loss: 0.1333 || KD Loss: 0.0351|| 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: 3 days, 7:20:07 || Estimated Time: 2 days, 14:27:10
2023-07-30 21:03:32,516 semantic_segmentation INFO: Iters: 83940/150000 || Lr: 0.009561 || Task Loss: 0.1785 || KD Loss: 0.0450|| 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: 3 days, 7:20:39 || Estimated Time: 2 days, 14:26:34
2023-07-30 21:04:04,172 semantic_segmentation INFO: Iters: 83950/150000 || Lr: 0.009560 || Task Loss: 0.2277 || KD Loss: 0.0662|| 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: 3 days, 7:21:11 || Estimated Time: 2 days, 14:25:58
2023-07-30 21:04:35,773 semantic_segmentation INFO: Iters: 83960/150000 || Lr: 0.009558 || Task Loss: 0.1908 || KD Loss: 0.0642|| 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: 3 days, 7:21:42 || Estimated Time: 2 days, 14:25:22
2023-07-30 21:05:07,359 semantic_segmentation INFO: Iters: 83970/150000 || Lr: 0.009557 || Task Loss: 0.1783 || KD Loss: 0.0317|| 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: 3 days, 7:22:14 || Estimated Time: 2 days, 14:24:46
2023-07-30 21:05:38,964 semantic_segmentation INFO: Iters: 83980/150000 || Lr: 0.009556 || Task Loss: 0.2124 || KD Loss: 0.0498|| 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: 3 days, 7:22:45 || Estimated Time: 2 days, 14:24:10
2023-07-30 21:06:10,635 semantic_segmentation INFO: Iters: 83990/150000 || Lr: 0.009554 || Task Loss: 0.1711 || KD Loss: 0.0435|| 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: 3 days, 7:23:17 || Estimated Time: 2 days, 14:23:35
2023-07-30 21:06:42,246 semantic_segmentation INFO: Iters: 84000/150000 || Lr: 0.009553 || Task Loss: 0.2015 || KD Loss: 0.0498|| 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: 3 days, 7:23:49 || Estimated Time: 2 days, 14:22:59
2023-07-30 21:06:42,311 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 21:06:43,214 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.958, mIoU: 0.398
2023-07-30 21:06:43,319 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.967, mIoU: 0.485
2023-07-30 21:06:43,423 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.499
2023-07-30 21:06:43,530 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.520
2023-07-30 21:06:43,634 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.519
2023-07-30 21:06:43,742 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.970, mIoU: 0.524
2023-07-30 21:06:43,856 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.970, mIoU: 0.574
2023-07-30 21:06:43,960 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.970, mIoU: 0.616
2023-07-30 21:06:44,067 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.663
2023-07-30 21:06:44,171 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.713
2023-07-30 21:06:44,278 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.725
2023-07-30 21:06:44,387 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.723
2023-07-30 21:06:44,492 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.728
2023-07-30 21:06:44,600 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.717
2023-07-30 21:06:44,708 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.719
2023-07-30 21:06:44,819 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.708
2023-07-30 21:06:44,925 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.710
2023-07-30 21:06:45,037 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.713
2023-07-30 21:06:45,144 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.719
2023-07-30 21:06:45,248 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.726
2023-07-30 21:06:45,357 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.725
2023-07-30 21:06:45,461 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.738
2023-07-30 21:06:45,565 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.954, mIoU: 0.738
2023-07-30 21:06:45,669 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-30 21:06:45,773 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.758
2023-07-30 21:06:45,878 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.952, mIoU: 0.759
2023-07-30 21:06:45,984 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-30 21:06:46,089 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-30 21:06:46,199 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-30 21:06:46,309 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-30 21:06:46,413 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-30 21:06:46,519 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-30 21:06:46,629 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-30 21:06:46,735 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-30 21:06:46,846 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-30 21:06:46,951 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-30 21:06:47,059 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.729
2023-07-30 21:06:47,168 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.947, mIoU: 0.727
2023-07-30 21:06:47,271 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.946, mIoU: 0.721
2023-07-30 21:06:47,377 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.946, mIoU: 0.721
2023-07-30 21:06:47,479 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-30 21:06:47,582 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-30 21:06:47,685 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-30 21:06:47,787 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-30 21:06:47,894 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-30 21:06:47,999 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.948, mIoU: 0.721
2023-07-30 21:06:48,105 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 21:06:48,209 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-30 21:06:48,312 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-30 21:06:48,415 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-30 21:06:48,520 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-30 21:06:48,622 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.728
2023-07-30 21:06:48,725 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.948, mIoU: 0.730
2023-07-30 21:06:48,829 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-30 21:06:48,932 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-30 21:06:49,037 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-30 21:06:49,141 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-30 21:06:49,243 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-30 21:06:49,346 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.947, mIoU: 0.739
2023-07-30 21:06:49,448 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.947, mIoU: 0.737
2023-07-30 21:06:49,551 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.947, mIoU: 0.740
2023-07-30 21:06:49,655 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.947, mIoU: 0.741
2023-07-30 21:06:49,757 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.947, mIoU: 0.740
2023-07-30 21:06:49,863 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.947, mIoU: 0.742
2023-07-30 21:06:49,966 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.947, mIoU: 0.744
2023-07-30 21:06:50,069 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.947, mIoU: 0.745
2023-07-30 21:06:50,171 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.946, mIoU: 0.743
2023-07-30 21:06:50,277 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.946, mIoU: 0.745
2023-07-30 21:06:50,381 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.946, mIoU: 0.744
2023-07-30 21:06:50,488 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.946, mIoU: 0.743
2023-07-30 21:06:50,599 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.946, mIoU: 0.744
2023-07-30 21:06:50,705 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.946, mIoU: 0.743
2023-07-30 21:06:50,812 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.946, mIoU: 0.741
2023-07-30 21:06:50,923 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.947, mIoU: 0.741
2023-07-30 21:06:51,032 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-30 21:06:51,137 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-30 21:06:51,238 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.946, mIoU: 0.741
2023-07-30 21:06:51,344 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.947, mIoU: 0.741
2023-07-30 21:06:51,451 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.946, mIoU: 0.741
2023-07-30 21:06:51,557 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-30 21:06:51,664 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.946, mIoU: 0.743
2023-07-30 21:06:51,771 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.946, mIoU: 0.743
2023-07-30 21:06:51,879 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-30 21:06:51,986 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.945, mIoU: 0.741
2023-07-30 21:06:52,094 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-30 21:06:52,198 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.943, mIoU: 0.737
2023-07-30 21:06:52,305 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-30 21:06:52,407 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-30 21:06:52,513 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-30 21:06:52,617 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.943, mIoU: 0.735
2023-07-30 21:06:52,720 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.943, mIoU: 0.735
2023-07-30 21:06:52,822 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-30 21:06:52,928 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-30 21:06:53,034 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-30 21:06:53,137 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-30 21:06:53,240 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-30 21:06:53,343 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-30 21:06:53,446 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-30 21:06:53,551 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-30 21:06:53,656 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.942, mIoU: 0.741
2023-07-30 21:06:53,757 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.941, mIoU: 0.741
2023-07-30 21:06:53,862 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-30 21:06:53,968 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.940, mIoU: 0.739
2023-07-30 21:06:54,072 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-30 21:06:54,175 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-30 21:06:54,280 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-30 21:06:54,388 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-30 21:06:54,498 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-30 21:06:54,605 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.941, mIoU: 0.740
2023-07-30 21:06:54,712 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-30 21:06:54,818 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-30 21:06:54,926 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-30 21:06:55,034 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-30 21:06:55,138 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.941, mIoU: 0.739
2023-07-30 21:06:55,247 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-30 21:06:55,364 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-30 21:06:55,474 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-30 21:06:55,587 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-30 21:06:55,696 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-30 21:06:55,806 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-30 21:06:55,910 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.941, mIoU: 0.738
2023-07-30 21:06:56,018 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-30 21:06:56,123 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-30 21:06:56,232 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-30 21:06:56,339 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.941, mIoU: 0.737
2023-07-30 21:06:56,445 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.940, mIoU: 0.737
2023-07-30 21:06:56,557 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.940, mIoU: 0.740
2023-07-30 21:06:56,663 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.941, mIoU: 0.740
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2023-07-30 21:07:17,194 semantic_segmentation INFO: Sample: 322, Validation pixAcc: 0.942, mIoU: 0.713
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2023-07-30 21:07:17,404 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.942, mIoU: 0.713
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2023-07-30 21:07:17,716 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.942, mIoU: 0.714
2023-07-30 21:07:17,821 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.942, mIoU: 0.714
2023-07-30 21:07:17,926 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.943, mIoU: 0.714
2023-07-30 21:07:18,032 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.943, mIoU: 0.714
2023-07-30 21:07:18,139 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.943, mIoU: 0.714
2023-07-30 21:07:18,253 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-30 21:07:18,359 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.943, mIoU: 0.714
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2023-07-30 21:07:18,575 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.943, mIoU: 0.715
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2023-07-30 21:07:18,791 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-30 21:07:18,899 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-30 21:07:19,007 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.943, mIoU: 0.715
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2023-07-30 21:07:19,343 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.943, mIoU: 0.716
2023-07-30 21:07:19,448 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.944, mIoU: 0.716
2023-07-30 21:07:19,554 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.944, mIoU: 0.716
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2023-07-30 21:07:19,764 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.944, mIoU: 0.716
2023-07-30 21:07:19,870 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.944, mIoU: 0.716
2023-07-30 21:07:19,975 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.944, mIoU: 0.716
2023-07-30 21:07:20,081 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.944, mIoU: 0.716
2023-07-30 21:07:20,191 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-30 21:07:20,316 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-30 21:07:20,421 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-30 21:07:20,531 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-30 21:07:20,642 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.944, mIoU: 0.717
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2023-07-30 21:07:20,863 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-30 21:07:20,975 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-30 21:07:21,086 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-30 21:07:21,196 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.945, mIoU: 0.717
2023-07-30 21:07:21,303 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.945, mIoU: 0.717
2023-07-30 21:07:21,407 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.945, mIoU: 0.717
2023-07-30 21:07:21,511 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.945, mIoU: 0.717
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2023-07-30 21:07:21,726 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.945, mIoU: 0.717
2023-07-30 21:07:21,834 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-30 21:07:21,946 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-30 21:07:22,056 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.945, mIoU: 0.717
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2023-07-30 21:07:22,271 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-30 21:07:22,386 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.945, mIoU: 0.718
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2023-07-30 21:07:22,922 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.945, mIoU: 0.718
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2023-07-30 21:07:23,134 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.946, mIoU: 0.718
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2023-07-30 21:07:23,347 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.946, mIoU: 0.718
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2023-07-30 21:07:23,663 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-30 21:07:23,766 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-30 21:07:23,871 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.946, mIoU: 0.719
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2023-07-30 21:07:24,081 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.946, mIoU: 0.720
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2023-07-30 21:07:24,413 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-30 21:07:24,518 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-30 21:07:24,622 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-30 21:07:24,731 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.946, mIoU: 0.720
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2023-07-30 21:07:25,063 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-30 21:07:25,171 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.947, mIoU: 0.720
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2023-07-30 21:07:26,014 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.947, mIoU: 0.720
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2023-07-30 21:07:26,540 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.947, mIoU: 0.721
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2023-07-30 21:07:26,968 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-30 21:07:27,076 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.948, mIoU: 0.721
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2023-07-30 21:07:27,517 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-30 21:07:27,627 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-30 21:07:27,738 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-30 21:07:27,843 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-30 21:07:27,948 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-30 21:07:28,052 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.948, mIoU: 0.722
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2023-07-30 21:07:28,363 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-30 21:07:28,469 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-30 21:07:28,574 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-30 21:07:28,678 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-30 21:07:28,782 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-30 21:07:28,886 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-30 21:07:28,990 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-30 21:07:29,095 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-30 21:07:29,200 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-30 21:07:29,304 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-30 21:07:29,410 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.949, mIoU: 0.722
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2023-07-30 21:07:29,739 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-30 21:07:29,844 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-30 21:07:29,949 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-30 21:07:30,060 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-30 21:07:30,169 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-30 21:07:30,279 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.949, mIoU: 0.723
2023-07-30 21:07:30,390 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.949, mIoU: 0.723
2023-07-30 21:07:30,500 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-30 21:07:30,610 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-30 21:07:30,712 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.949, mIoU: 0.723
2023-07-30 21:07:30,816 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.949, mIoU: 0.723
2023-07-30 21:07:30,919 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.949, mIoU: 0.723
2023-07-30 21:07:31,021 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.949, mIoU: 0.723
2023-07-30 21:07:31,126 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.949, mIoU: 0.723
2023-07-30 21:07:31,231 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.949, mIoU: 0.723
2023-07-30 21:07:31,334 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.949, mIoU: 0.723
2023-07-30 21:07:31,439 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 21:07:31,546 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 21:07:31,651 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.950, mIoU: 0.724
2023-07-30 21:07:31,754 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.950, mIoU: 0.724
2023-07-30 21:07:31,858 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.950, mIoU: 0.724
2023-07-30 21:07:31,958 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.950, mIoU: 0.724
2023-07-30 21:07:32,065 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.950, mIoU: 0.724
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2023-07-30 21:07:32,276 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:07:32,383 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:07:32,496 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:07:32,610 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:07:32,717 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:07:32,822 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:07:32,927 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:07:33,034 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:07:33,144 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:07:33,253 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:07:33,359 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:07:33,467 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:07:33,570 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:07:33,676 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:07:33,779 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:07:33,882 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:07:33,985 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:07:34,089 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.950, mIoU: 0.725
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2023-07-30 21:07:34,296 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.950, mIoU: 0.725
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2023-07-30 21:07:34,504 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:07:34,608 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:07:34,710 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:07:34,813 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:07:34,916 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:07:35,019 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:07:35,122 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:07:35,224 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.950, mIoU: 0.726
2023-07-30 21:07:35,327 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.950, mIoU: 0.726
2023-07-30 21:07:35,429 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.950, mIoU: 0.726
2023-07-30 21:07:35,535 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.950, mIoU: 0.726
2023-07-30 21:07:35,638 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.950, mIoU: 0.726
2023-07-30 21:07:35,740 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.950, mIoU: 0.726
2023-07-30 21:07:35,843 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.726
2023-07-30 21:07:35,945 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.726
2023-07-30 21:07:36,049 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.950, mIoU: 0.726
2023-07-30 21:07:36,151 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.951, mIoU: 0.726
2023-07-30 21:08:08,252 semantic_segmentation INFO: Iters: 84010/150000 || Lr: 0.009552 || Task Loss: 0.2230 || KD Loss: 0.0506|| 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: 3 days, 7:25:15 || Estimated Time: 2 days, 14:23:05
2023-07-30 21:08:39,852 semantic_segmentation INFO: Iters: 84020/150000 || Lr: 0.009550 || Task Loss: 0.1921 || KD Loss: 0.0551|| 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: 3 days, 7:25:46 || Estimated Time: 2 days, 14:22:29
2023-07-30 21:09:11,416 semantic_segmentation INFO: Iters: 84030/150000 || Lr: 0.009549 || Task Loss: 0.2914 || KD Loss: 0.0552|| 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: 3 days, 7:26:18 || Estimated Time: 2 days, 14:21:54
2023-07-30 21:09:42,902 semantic_segmentation INFO: Iters: 84040/150000 || Lr: 0.009548 || Task Loss: 0.1449 || KD Loss: 0.0344|| 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: 3 days, 7:26:49 || Estimated Time: 2 days, 14:21:18
2023-07-30 21:10:14,530 semantic_segmentation INFO: Iters: 84050/150000 || Lr: 0.009547 || Task Loss: 0.1754 || KD Loss: 0.0363|| 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: 3 days, 7:27:21 || Estimated Time: 2 days, 14:20:42
2023-07-30 21:10:46,055 semantic_segmentation INFO: Iters: 84060/150000 || Lr: 0.009545 || Task Loss: 0.2300 || KD Loss: 0.0560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 7:27:52 || Estimated Time: 2 days, 14:20:06
2023-07-30 21:11:17,631 semantic_segmentation INFO: Iters: 84070/150000 || Lr: 0.009544 || Task Loss: 0.1514 || KD Loss: 0.0305|| 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: 3 days, 7:28:24 || Estimated Time: 2 days, 14:19:30
2023-07-30 21:11:49,170 semantic_segmentation INFO: Iters: 84080/150000 || Lr: 0.009543 || Task Loss: 0.1814 || KD Loss: 0.0396|| 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: 3 days, 7:28:56 || Estimated Time: 2 days, 14:18:54
2023-07-30 21:12:20,779 semantic_segmentation INFO: Iters: 84090/150000 || Lr: 0.009541 || Task Loss: 0.1807 || KD Loss: 0.0427|| 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: 3 days, 7:29:27 || Estimated Time: 2 days, 14:18:18
2023-07-30 21:12:52,373 semantic_segmentation INFO: Iters: 84100/150000 || Lr: 0.009540 || Task Loss: 0.2020 || KD Loss: 0.0461|| 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: 3 days, 7:29:59 || Estimated Time: 2 days, 14:17:42
2023-07-30 21:13:23,984 semantic_segmentation INFO: Iters: 84110/150000 || Lr: 0.009539 || Task Loss: 0.2042 || KD Loss: 0.0448|| 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: 3 days, 7:30:30 || Estimated Time: 2 days, 14:17:06
2023-07-30 21:13:55,598 semantic_segmentation INFO: Iters: 84120/150000 || Lr: 0.009537 || Task Loss: 0.1863 || KD Loss: 0.0468|| 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: 3 days, 7:31:02 || Estimated Time: 2 days, 14:16:30
2023-07-30 21:14:27,153 semantic_segmentation INFO: Iters: 84130/150000 || Lr: 0.009536 || Task Loss: 0.1970 || KD Loss: 0.0522|| 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: 3 days, 7:31:34 || Estimated Time: 2 days, 14:15:54
2023-07-30 21:14:58,773 semantic_segmentation INFO: Iters: 84140/150000 || Lr: 0.009535 || Task Loss: 0.2548 || KD Loss: 0.0598|| 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: 3 days, 7:32:05 || Estimated Time: 2 days, 14:15:18
2023-07-30 21:15:30,399 semantic_segmentation INFO: Iters: 84150/150000 || Lr: 0.009534 || Task Loss: 0.2061 || KD Loss: 0.0427|| 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: 3 days, 7:32:37 || Estimated Time: 2 days, 14:14:42
2023-07-30 21:16:02,059 semantic_segmentation INFO: Iters: 84160/150000 || Lr: 0.009532 || Task Loss: 0.1469 || KD Loss: 0.0453|| 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: 3 days, 7:33:08 || Estimated Time: 2 days, 14:14:06
2023-07-30 21:16:33,624 semantic_segmentation INFO: Iters: 84170/150000 || Lr: 0.009531 || Task Loss: 0.1694 || KD Loss: 0.0458|| 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: 3 days, 7:33:40 || Estimated Time: 2 days, 14:13:30
2023-07-30 21:17:05,234 semantic_segmentation INFO: Iters: 84180/150000 || Lr: 0.009530 || Task Loss: 0.2001 || KD Loss: 0.0417|| 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: 3 days, 7:34:12 || Estimated Time: 2 days, 14:12:54
2023-07-30 21:17:36,800 semantic_segmentation INFO: Iters: 84190/150000 || Lr: 0.009528 || Task Loss: 0.1635 || KD Loss: 0.0509|| 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: 3 days, 7:34:43 || Estimated Time: 2 days, 14:12:18
2023-07-30 21:18:08,439 semantic_segmentation INFO: Iters: 84200/150000 || Lr: 0.009527 || Task Loss: 0.1923 || KD Loss: 0.0421|| 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: 3 days, 7:35:15 || Estimated Time: 2 days, 14:11:43
2023-07-30 21:18:40,024 semantic_segmentation INFO: Iters: 84210/150000 || Lr: 0.009526 || Task Loss: 0.1368 || KD Loss: 0.0262|| 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: 3 days, 7:35:46 || Estimated Time: 2 days, 14:11:07
2023-07-30 21:19:11,542 semantic_segmentation INFO: Iters: 84220/150000 || Lr: 0.009524 || Task Loss: 0.1657 || KD Loss: 0.0345|| 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: 3 days, 7:36:18 || Estimated Time: 2 days, 14:10:31
2023-07-30 21:19:43,167 semantic_segmentation INFO: Iters: 84230/150000 || Lr: 0.009523 || Task Loss: 0.1874 || KD Loss: 0.0358|| 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: 3 days, 7:36:50 || Estimated Time: 2 days, 14:09:55
2023-07-30 21:20:14,792 semantic_segmentation INFO: Iters: 84240/150000 || Lr: 0.009522 || Task Loss: 0.2403 || KD Loss: 0.0726|| 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: 3 days, 7:37:21 || Estimated Time: 2 days, 14:09:19
2023-07-30 21:20:46,344 semantic_segmentation INFO: Iters: 84250/150000 || Lr: 0.009521 || Task Loss: 0.2353 || KD Loss: 0.0624|| 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 days, 7:37:53 || Estimated Time: 2 days, 14:08:43
2023-07-30 21:21:17,904 semantic_segmentation INFO: Iters: 84260/150000 || Lr: 0.009519 || Task Loss: 0.1491 || KD Loss: 0.0306|| 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: 3 days, 7:38:24 || Estimated Time: 2 days, 14:08:07
2023-07-30 21:21:49,497 semantic_segmentation INFO: Iters: 84270/150000 || Lr: 0.009518 || Task Loss: 0.1685 || KD Loss: 0.0449|| 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 days, 7:38:56 || Estimated Time: 2 days, 14:07:31
2023-07-30 21:22:21,110 semantic_segmentation INFO: Iters: 84280/150000 || Lr: 0.009517 || Task Loss: 0.1928 || KD Loss: 0.1296|| 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: 3 days, 7:39:27 || Estimated Time: 2 days, 14:06:55
2023-07-30 21:22:52,691 semantic_segmentation INFO: Iters: 84290/150000 || Lr: 0.009515 || Task Loss: 0.1760 || KD Loss: 0.0358|| 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: 3 days, 7:39:59 || Estimated Time: 2 days, 14:06:19
2023-07-30 21:23:24,263 semantic_segmentation INFO: Iters: 84300/150000 || Lr: 0.009514 || Task Loss: 0.1622 || KD Loss: 0.0325|| 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: 3 days, 7:40:31 || Estimated Time: 2 days, 14:05:43
2023-07-30 21:23:55,864 semantic_segmentation INFO: Iters: 84310/150000 || Lr: 0.009513 || Task Loss: 0.1957 || KD Loss: 0.0437|| 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: 3 days, 7:41:02 || Estimated Time: 2 days, 14:05:07
2023-07-30 21:24:27,441 semantic_segmentation INFO: Iters: 84320/150000 || Lr: 0.009511 || Task Loss: 0.1521 || KD Loss: 0.0501|| 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: 3 days, 7:41:34 || Estimated Time: 2 days, 14:04:31
2023-07-30 21:24:59,090 semantic_segmentation INFO: Iters: 84330/150000 || Lr: 0.009510 || Task Loss: 0.1909 || KD Loss: 0.0478|| 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: 3 days, 7:42:05 || Estimated Time: 2 days, 14:03:55
2023-07-30 21:25:30,670 semantic_segmentation INFO: Iters: 84340/150000 || Lr: 0.009509 || Task Loss: 0.2345 || KD Loss: 0.0778|| 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: 3 days, 7:42:37 || Estimated Time: 2 days, 14:03:20
2023-07-30 21:26:02,247 semantic_segmentation INFO: Iters: 84350/150000 || Lr: 0.009507 || Task Loss: 0.2162 || KD Loss: 0.0478|| 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: 3 days, 7:43:09 || Estimated Time: 2 days, 14:02:44
2023-07-30 21:26:33,794 semantic_segmentation INFO: Iters: 84360/150000 || Lr: 0.009506 || Task Loss: 0.1419 || KD Loss: 0.0383|| 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: 3 days, 7:43:40 || Estimated Time: 2 days, 14:02:08
2023-07-30 21:27:05,364 semantic_segmentation INFO: Iters: 84370/150000 || Lr: 0.009505 || Task Loss: 0.1917 || KD Loss: 0.0478|| 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: 3 days, 7:44:12 || Estimated Time: 2 days, 14:01:32
2023-07-30 21:27:36,954 semantic_segmentation INFO: Iters: 84380/150000 || Lr: 0.009504 || Task Loss: 0.1350 || KD Loss: 0.0399|| 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: 3 days, 7:44:43 || Estimated Time: 2 days, 14:00:56
2023-07-30 21:28:08,578 semantic_segmentation INFO: Iters: 84390/150000 || Lr: 0.009502 || Task Loss: 0.1841 || KD Loss: 0.0445|| 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: 3 days, 7:45:15 || Estimated Time: 2 days, 14:00:20
2023-07-30 21:28:40,152 semantic_segmentation INFO: Iters: 84400/150000 || Lr: 0.009501 || Task Loss: 0.2410 || KD Loss: 0.0683|| 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: 3 days, 7:45:47 || Estimated Time: 2 days, 13:59:44
2023-07-30 21:29:11,767 semantic_segmentation INFO: Iters: 84410/150000 || Lr: 0.009500 || Task Loss: 0.1444 || KD Loss: 0.0291|| 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: 3 days, 7:46:18 || Estimated Time: 2 days, 13:59:08
2023-07-30 21:29:43,406 semantic_segmentation INFO: Iters: 84420/150000 || Lr: 0.009498 || Task Loss: 0.1756 || KD Loss: 0.0358|| 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: 3 days, 7:46:50 || Estimated Time: 2 days, 13:58:32
2023-07-30 21:30:14,989 semantic_segmentation INFO: Iters: 84430/150000 || Lr: 0.009497 || Task Loss: 0.2102 || KD Loss: 0.0488|| 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: 3 days, 7:47:21 || Estimated Time: 2 days, 13:57:56
2023-07-30 21:30:46,610 semantic_segmentation INFO: Iters: 84440/150000 || Lr: 0.009496 || Task Loss: 0.1764 || KD Loss: 0.0561|| 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: 3 days, 7:47:53 || Estimated Time: 2 days, 13:57:20
2023-07-30 21:31:18,162 semantic_segmentation INFO: Iters: 84450/150000 || Lr: 0.009494 || Task Loss: 0.1666 || KD Loss: 0.0370|| 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: 3 days, 7:48:25 || Estimated Time: 2 days, 13:56:44
2023-07-30 21:31:49,749 semantic_segmentation INFO: Iters: 84460/150000 || Lr: 0.009493 || Task Loss: 0.1509 || KD Loss: 0.0612|| 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: 3 days, 7:48:56 || Estimated Time: 2 days, 13:56:09
2023-07-30 21:32:21,337 semantic_segmentation INFO: Iters: 84470/150000 || Lr: 0.009492 || Task Loss: 0.1961 || KD Loss: 0.0343|| 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: 3 days, 7:49:28 || Estimated Time: 2 days, 13:55:33
2023-07-30 21:32:52,957 semantic_segmentation INFO: Iters: 84480/150000 || Lr: 0.009491 || Task Loss: 0.1356 || KD Loss: 0.0412|| 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: 3 days, 7:49:59 || Estimated Time: 2 days, 13:54:57
2023-07-30 21:33:24,563 semantic_segmentation INFO: Iters: 84490/150000 || Lr: 0.009489 || Task Loss: 0.1319 || KD Loss: 0.0300|| 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: 3 days, 7:50:31 || Estimated Time: 2 days, 13:54:21
2023-07-30 21:33:56,133 semantic_segmentation INFO: Iters: 84500/150000 || Lr: 0.009488 || Task Loss: 0.2003 || KD Loss: 0.0442|| 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: 3 days, 7:51:02 || Estimated Time: 2 days, 13:53:45
2023-07-30 21:34:27,673 semantic_segmentation INFO: Iters: 84510/150000 || Lr: 0.009487 || Task Loss: 0.2197 || KD Loss: 0.0673|| 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: 3 days, 7:51:34 || Estimated Time: 2 days, 13:53:09
2023-07-30 21:34:59,303 semantic_segmentation INFO: Iters: 84520/150000 || Lr: 0.009485 || Task Loss: 0.2227 || KD Loss: 0.0532|| 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: 3 days, 7:52:06 || Estimated Time: 2 days, 13:52:33
2023-07-30 21:35:30,859 semantic_segmentation INFO: Iters: 84530/150000 || Lr: 0.009484 || Task Loss: 0.1106 || KD Loss: 0.0306|| 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: 3 days, 7:52:37 || Estimated Time: 2 days, 13:51:57
2023-07-30 21:36:02,477 semantic_segmentation INFO: Iters: 84540/150000 || Lr: 0.009483 || Task Loss: 0.1930 || KD Loss: 0.0347|| 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: 3 days, 7:53:09 || Estimated Time: 2 days, 13:51:21
2023-07-30 21:36:34,055 semantic_segmentation INFO: Iters: 84550/150000 || Lr: 0.009481 || Task Loss: 0.1423 || KD Loss: 0.0491|| 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: 3 days, 7:53:40 || Estimated Time: 2 days, 13:50:45
2023-07-30 21:37:05,663 semantic_segmentation INFO: Iters: 84560/150000 || Lr: 0.009480 || Task Loss: 0.2157 || KD Loss: 0.0649|| 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: 3 days, 7:54:12 || Estimated Time: 2 days, 13:50:10
2023-07-30 21:37:37,216 semantic_segmentation INFO: Iters: 84570/150000 || Lr: 0.009479 || Task Loss: 0.1524 || KD Loss: 0.0361|| 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: 3 days, 7:54:44 || Estimated Time: 2 days, 13:49:34
2023-07-30 21:38:08,833 semantic_segmentation INFO: Iters: 84580/150000 || Lr: 0.009477 || Task Loss: 0.1970 || KD Loss: 0.0875|| 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: 3 days, 7:55:15 || Estimated Time: 2 days, 13:48:58
2023-07-30 21:38:40,430 semantic_segmentation INFO: Iters: 84590/150000 || Lr: 0.009476 || Task Loss: 0.1778 || KD Loss: 0.0510|| 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: 3 days, 7:55:47 || Estimated Time: 2 days, 13:48:22
2023-07-30 21:39:11,966 semantic_segmentation INFO: Iters: 84600/150000 || Lr: 0.009475 || Task Loss: 0.2195 || KD Loss: 0.0539|| 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 days, 7:56:18 || Estimated Time: 2 days, 13:47:46
2023-07-30 21:39:43,564 semantic_segmentation INFO: Iters: 84610/150000 || Lr: 0.009474 || Task Loss: 0.2167 || KD Loss: 0.0436|| 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: 3 days, 7:56:50 || Estimated Time: 2 days, 13:47:10
2023-07-30 21:40:15,125 semantic_segmentation INFO: Iters: 84620/150000 || Lr: 0.009472 || Task Loss: 0.1826 || KD Loss: 0.0397|| 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: 3 days, 7:57:21 || Estimated Time: 2 days, 13:46:34
2023-07-30 21:40:46,692 semantic_segmentation INFO: Iters: 84630/150000 || Lr: 0.009471 || Task Loss: 0.2417 || KD Loss: 0.0549|| 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: 3 days, 7:57:53 || Estimated Time: 2 days, 13:45:58
2023-07-30 21:41:18,288 semantic_segmentation INFO: Iters: 84640/150000 || Lr: 0.009470 || Task Loss: 0.2704 || KD Loss: 0.0634|| 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: 3 days, 7:58:25 || Estimated Time: 2 days, 13:45:22
2023-07-30 21:41:49,852 semantic_segmentation INFO: Iters: 84650/150000 || Lr: 0.009468 || Task Loss: 0.2001 || KD Loss: 0.0707|| 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: 3 days, 7:58:56 || Estimated Time: 2 days, 13:44:46
2023-07-30 21:42:21,465 semantic_segmentation INFO: Iters: 84660/150000 || Lr: 0.009467 || Task Loss: 0.3487 || KD Loss: 0.1000|| 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: 3 days, 7:59:28 || Estimated Time: 2 days, 13:44:11
2023-07-30 21:42:53,022 semantic_segmentation INFO: Iters: 84670/150000 || Lr: 0.009466 || Task Loss: 0.2053 || KD Loss: 0.0517|| 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: 3 days, 7:59:59 || Estimated Time: 2 days, 13:43:35
2023-07-30 21:43:24,661 semantic_segmentation INFO: Iters: 84680/150000 || Lr: 0.009464 || Task Loss: 0.1834 || KD Loss: 0.0438|| 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: 3 days, 8:00:31 || Estimated Time: 2 days, 13:42:59
2023-07-30 21:43:56,217 semantic_segmentation INFO: Iters: 84690/150000 || Lr: 0.009463 || Task Loss: 0.2785 || KD Loss: 0.0686|| 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: 3 days, 8:01:03 || Estimated Time: 2 days, 13:42:23
2023-07-30 21:44:27,844 semantic_segmentation INFO: Iters: 84700/150000 || Lr: 0.009462 || Task Loss: 0.1328 || KD Loss: 0.0271|| 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: 3 days, 8:01:34 || Estimated Time: 2 days, 13:41:47
2023-07-30 21:44:59,448 semantic_segmentation INFO: Iters: 84710/150000 || Lr: 0.009461 || Task Loss: 0.1708 || KD Loss: 0.0469|| 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: 3 days, 8:02:06 || Estimated Time: 2 days, 13:41:11
2023-07-30 21:45:30,987 semantic_segmentation INFO: Iters: 84720/150000 || Lr: 0.009459 || Task Loss: 0.1627 || KD Loss: 0.0618|| 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: 3 days, 8:02:37 || Estimated Time: 2 days, 13:40:35
2023-07-30 21:46:02,591 semantic_segmentation INFO: Iters: 84730/150000 || Lr: 0.009458 || Task Loss: 0.1789 || KD Loss: 0.0436|| 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: 3 days, 8:03:09 || Estimated Time: 2 days, 13:39:59
2023-07-30 21:46:34,184 semantic_segmentation INFO: Iters: 84740/150000 || Lr: 0.009457 || Task Loss: 0.2121 || KD Loss: 0.0460|| 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: 3 days, 8:03:41 || Estimated Time: 2 days, 13:39:24
2023-07-30 21:47:05,742 semantic_segmentation INFO: Iters: 84750/150000 || Lr: 0.009455 || Task Loss: 0.1611 || KD Loss: 0.0389|| 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: 3 days, 8:04:12 || Estimated Time: 2 days, 13:38:48
2023-07-30 21:47:37,289 semantic_segmentation INFO: Iters: 84760/150000 || Lr: 0.009454 || Task Loss: 0.2176 || KD Loss: 0.0475|| 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: 3 days, 8:04:44 || Estimated Time: 2 days, 13:38:12
2023-07-30 21:48:08,839 semantic_segmentation INFO: Iters: 84770/150000 || Lr: 0.009453 || Task Loss: 0.2787 || KD Loss: 0.0722|| 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: 3 days, 8:05:15 || Estimated Time: 2 days, 13:37:36
2023-07-30 21:48:40,429 semantic_segmentation INFO: Iters: 84780/150000 || Lr: 0.009451 || Task Loss: 0.1903 || KD Loss: 0.0545|| 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: 3 days, 8:05:47 || Estimated Time: 2 days, 13:37:00
2023-07-30 21:49:12,012 semantic_segmentation INFO: Iters: 84790/150000 || Lr: 0.009450 || Task Loss: 0.1811 || KD Loss: 0.0479|| 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: 3 days, 8:06:18 || Estimated Time: 2 days, 13:36:24
2023-07-30 21:49:43,558 semantic_segmentation INFO: Iters: 84800/150000 || Lr: 0.009449 || Task Loss: 0.1609 || KD Loss: 0.0391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 8:06:50 || Estimated Time: 2 days, 13:35:48
2023-07-30 21:49:43,627 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 21:49:44,510 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.406
2023-07-30 21:49:44,619 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.494
2023-07-30 21:49:44,723 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.512
2023-07-30 21:49:44,828 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.537
2023-07-30 21:49:44,932 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.529
2023-07-30 21:49:45,037 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.532
2023-07-30 21:49:45,143 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.561
2023-07-30 21:49:45,247 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.612
2023-07-30 21:49:45,354 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.659
2023-07-30 21:49:45,459 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.710
2023-07-30 21:49:45,563 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.717
2023-07-30 21:49:45,668 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.716
2023-07-30 21:49:45,777 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.721
2023-07-30 21:49:45,885 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.711
2023-07-30 21:49:45,992 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.712
2023-07-30 21:49:46,100 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.706
2023-07-30 21:49:46,207 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.706
2023-07-30 21:49:46,313 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.706
2023-07-30 21:49:46,419 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.713
2023-07-30 21:49:46,522 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.720
2023-07-30 21:49:46,625 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.718
2023-07-30 21:49:46,729 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.727
2023-07-30 21:49:46,834 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.954, mIoU: 0.724
2023-07-30 21:49:46,939 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.732
2023-07-30 21:49:47,040 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-30 21:49:47,144 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-30 21:49:47,246 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.730
2023-07-30 21:49:47,349 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:49:47,451 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 21:49:47,554 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.951, mIoU: 0.733
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2023-07-30 21:50:29,018 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-30 21:50:29,123 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-30 21:50:29,228 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-30 21:50:29,332 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-30 21:50:29,438 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-30 21:50:29,543 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-30 21:50:29,649 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-30 21:50:29,752 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-30 21:50:29,863 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-30 21:50:29,975 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-30 21:50:30,082 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-30 21:50:30,190 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-30 21:50:30,298 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-30 21:50:30,409 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-30 21:50:30,519 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-30 21:50:30,627 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-30 21:50:30,735 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-30 21:50:30,847 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-30 21:50:30,957 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-30 21:50:31,067 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-30 21:50:31,175 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-30 21:50:31,279 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-30 21:50:31,385 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.952, mIoU: 0.725
2023-07-30 21:50:31,497 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.952, mIoU: 0.725
2023-07-30 21:50:31,604 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.952, mIoU: 0.725
2023-07-30 21:50:31,713 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.952, mIoU: 0.726
2023-07-30 21:50:31,828 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.952, mIoU: 0.726
2023-07-30 21:50:31,933 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.952, mIoU: 0.725
2023-07-30 21:50:32,040 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.952, mIoU: 0.725
2023-07-30 21:50:32,148 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.952, mIoU: 0.726
2023-07-30 21:50:32,257 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.952, mIoU: 0.726
2023-07-30 21:50:32,367 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.952, mIoU: 0.726
2023-07-30 21:50:32,478 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.952, mIoU: 0.726
2023-07-30 21:50:32,587 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.952, mIoU: 0.726
2023-07-30 21:50:32,697 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.952, mIoU: 0.726
2023-07-30 21:50:32,807 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.952, mIoU: 0.726
2023-07-30 21:50:32,916 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.952, mIoU: 0.726
2023-07-30 21:50:33,021 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.952, mIoU: 0.726
2023-07-30 21:50:33,129 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.952, mIoU: 0.727
2023-07-30 21:50:33,233 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.952, mIoU: 0.727
2023-07-30 21:50:33,338 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.952, mIoU: 0.727
2023-07-30 21:50:33,441 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 21:50:33,552 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 21:50:33,661 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 21:50:33,771 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 21:50:33,883 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 21:50:33,987 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 21:50:34,093 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.952, mIoU: 0.729
2023-07-30 21:50:34,200 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.952, mIoU: 0.729
2023-07-30 21:50:34,309 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 21:50:34,418 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 21:50:34,530 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 21:50:34,639 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-30 21:50:34,747 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.953, mIoU: 0.728
2023-07-30 21:50:34,854 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.953, mIoU: 0.728
2023-07-30 21:50:34,963 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.953, mIoU: 0.729
2023-07-30 21:50:35,064 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.953, mIoU: 0.728
2023-07-30 21:50:35,169 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.953, mIoU: 0.729
2023-07-30 21:50:35,274 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.953, mIoU: 0.729
2023-07-30 21:50:35,378 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.953, mIoU: 0.729
2023-07-30 21:50:35,483 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.953, mIoU: 0.729
2023-07-30 21:50:35,587 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.953, mIoU: 0.729
2023-07-30 21:50:35,692 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.953, mIoU: 0.729
2023-07-30 21:50:35,796 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.953, mIoU: 0.728
2023-07-30 21:50:35,900 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.953, mIoU: 0.729
2023-07-30 21:50:36,005 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.953, mIoU: 0.729
2023-07-30 21:50:36,109 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.953, mIoU: 0.729
2023-07-30 21:50:36,217 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.953, mIoU: 0.729
2023-07-30 21:50:36,329 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.953, mIoU: 0.729
2023-07-30 21:50:36,435 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.953, mIoU: 0.729
2023-07-30 21:50:36,541 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.953, mIoU: 0.729
2023-07-30 21:50:36,649 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.953, mIoU: 0.729
2023-07-30 21:50:36,758 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-30 21:50:36,863 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-30 21:50:36,968 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-30 21:50:37,076 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-30 21:50:37,184 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-30 21:50:37,292 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-30 21:50:37,402 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-30 21:50:37,512 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-30 21:50:37,620 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-30 21:50:37,726 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.953, mIoU: 0.730
2023-07-30 21:51:09,672 semantic_segmentation INFO: Iters: 84810/150000 || Lr: 0.009447 || Task Loss: 0.2172 || KD Loss: 0.0669|| 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: 3 days, 8:08:16 || Estimated Time: 2 days, 13:35:54
2023-07-30 21:51:41,256 semantic_segmentation INFO: Iters: 84820/150000 || Lr: 0.009446 || Task Loss: 0.3808 || KD Loss: 0.1198|| 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: 3 days, 8:08:48 || Estimated Time: 2 days, 13:35:18
2023-07-30 21:52:12,727 semantic_segmentation INFO: Iters: 84830/150000 || Lr: 0.009445 || Task Loss: 0.2773 || KD Loss: 0.1417|| 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: 3 days, 8:09:19 || Estimated Time: 2 days, 13:34:42
2023-07-30 21:52:44,240 semantic_segmentation INFO: Iters: 84840/150000 || Lr: 0.009444 || Task Loss: 0.2414 || KD Loss: 0.0548|| 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: 3 days, 8:09:51 || Estimated Time: 2 days, 13:34:06
2023-07-30 21:53:15,888 semantic_segmentation INFO: Iters: 84850/150000 || Lr: 0.009442 || Task Loss: 0.2582 || KD Loss: 0.0701|| 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: 3 days, 8:10:22 || Estimated Time: 2 days, 13:33:31
2023-07-30 21:53:47,460 semantic_segmentation INFO: Iters: 84860/150000 || Lr: 0.009441 || Task Loss: 0.2490 || KD Loss: 0.0916|| 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: 3 days, 8:10:54 || Estimated Time: 2 days, 13:32:55
2023-07-30 21:54:19,073 semantic_segmentation INFO: Iters: 84870/150000 || Lr: 0.009440 || Task Loss: 0.2096 || KD Loss: 0.0583|| 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: 3 days, 8:11:25 || Estimated Time: 2 days, 13:32:19
2023-07-30 21:54:50,616 semantic_segmentation INFO: Iters: 84880/150000 || Lr: 0.009438 || Task Loss: 0.2070 || KD Loss: 0.0470|| 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: 3 days, 8:11:57 || Estimated Time: 2 days, 13:31:43
2023-07-30 21:55:22,158 semantic_segmentation INFO: Iters: 84890/150000 || Lr: 0.009437 || Task Loss: 0.2077 || KD Loss: 0.0348|| 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: 3 days, 8:12:29 || Estimated Time: 2 days, 13:31:07
2023-07-30 21:55:53,795 semantic_segmentation INFO: Iters: 84900/150000 || Lr: 0.009436 || Task Loss: 0.2835 || KD Loss: 0.0589|| 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: 3 days, 8:13:00 || Estimated Time: 2 days, 13:30:31
2023-07-30 21:56:25,351 semantic_segmentation INFO: Iters: 84910/150000 || Lr: 0.009434 || Task Loss: 0.1911 || KD Loss: 0.0418|| 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: 3 days, 8:13:32 || Estimated Time: 2 days, 13:29:55
2023-07-30 21:56:56,962 semantic_segmentation INFO: Iters: 84920/150000 || Lr: 0.009433 || Task Loss: 0.1657 || KD Loss: 0.0364|| 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: 3 days, 8:14:03 || Estimated Time: 2 days, 13:29:19
2023-07-30 21:57:28,508 semantic_segmentation INFO: Iters: 84930/150000 || Lr: 0.009432 || Task Loss: 0.1668 || KD Loss: 0.0530|| 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: 3 days, 8:14:35 || Estimated Time: 2 days, 13:28:43
2023-07-30 21:58:00,066 semantic_segmentation INFO: Iters: 84940/150000 || Lr: 0.009431 || Task Loss: 0.2362 || KD Loss: 0.0889|| 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: 3 days, 8:15:06 || Estimated Time: 2 days, 13:28:08
2023-07-30 21:58:31,673 semantic_segmentation INFO: Iters: 84950/150000 || Lr: 0.009429 || Task Loss: 0.2329 || KD Loss: 0.0537|| 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: 3 days, 8:15:38 || Estimated Time: 2 days, 13:27:32
2023-07-30 21:59:03,249 semantic_segmentation INFO: Iters: 84960/150000 || Lr: 0.009428 || Task Loss: 0.2942 || KD Loss: 0.0603|| 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: 3 days, 8:16:10 || Estimated Time: 2 days, 13:26:56
2023-07-30 21:59:34,888 semantic_segmentation INFO: Iters: 84970/150000 || Lr: 0.009427 || Task Loss: 0.2355 || KD Loss: 0.0547|| 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: 3 days, 8:16:41 || Estimated Time: 2 days, 13:26:20
2023-07-30 22:00:06,502 semantic_segmentation INFO: Iters: 84980/150000 || Lr: 0.009425 || Task Loss: 0.1943 || KD Loss: 0.0583|| 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: 3 days, 8:17:13 || Estimated Time: 2 days, 13:25:44
2023-07-30 22:00:38,084 semantic_segmentation INFO: Iters: 84990/150000 || Lr: 0.009424 || Task Loss: 0.1507 || KD Loss: 0.0356|| 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 days, 8:17:44 || Estimated Time: 2 days, 13:25:08
2023-07-30 22:01:09,641 semantic_segmentation INFO: Iters: 85000/150000 || Lr: 0.009423 || Task Loss: 0.1944 || KD Loss: 0.0429|| 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: 3 days, 8:18:16 || Estimated Time: 2 days, 13:24:32
2023-07-30 22:01:41,255 semantic_segmentation INFO: Iters: 85010/150000 || Lr: 0.009421 || Task Loss: 0.1882 || KD Loss: 0.0585|| 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: 3 days, 8:18:48 || Estimated Time: 2 days, 13:23:57
2023-07-30 22:02:12,843 semantic_segmentation INFO: Iters: 85020/150000 || Lr: 0.009420 || Task Loss: 0.1888 || KD Loss: 0.0479|| 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: 3 days, 8:19:19 || Estimated Time: 2 days, 13:23:21
2023-07-30 22:02:44,436 semantic_segmentation INFO: Iters: 85030/150000 || Lr: 0.009419 || Task Loss: 0.2169 || KD Loss: 0.0491|| 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 days, 8:19:51 || Estimated Time: 2 days, 13:22:45
2023-07-30 22:03:16,081 semantic_segmentation INFO: Iters: 85040/150000 || Lr: 0.009417 || Task Loss: 0.1712 || KD Loss: 0.0431|| 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: 3 days, 8:20:22 || Estimated Time: 2 days, 13:22:09
2023-07-30 22:03:47,662 semantic_segmentation INFO: Iters: 85050/150000 || Lr: 0.009416 || Task Loss: 0.1985 || KD Loss: 0.0419|| 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: 3 days, 8:20:54 || Estimated Time: 2 days, 13:21:33
2023-07-30 22:04:19,231 semantic_segmentation INFO: Iters: 85060/150000 || Lr: 0.009415 || Task Loss: 0.2553 || KD Loss: 0.0639|| 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: 3 days, 8:21:26 || Estimated Time: 2 days, 13:20:57
2023-07-30 22:04:50,814 semantic_segmentation INFO: Iters: 85070/150000 || Lr: 0.009414 || Task Loss: 0.1734 || KD Loss: 0.0723|| 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: 3 days, 8:21:57 || Estimated Time: 2 days, 13:20:21
2023-07-30 22:05:22,351 semantic_segmentation INFO: Iters: 85080/150000 || Lr: 0.009412 || Task Loss: 0.1936 || KD Loss: 0.0433|| 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: 3 days, 8:22:29 || Estimated Time: 2 days, 13:19:46
2023-07-30 22:05:53,958 semantic_segmentation INFO: Iters: 85090/150000 || Lr: 0.009411 || Task Loss: 0.1506 || KD Loss: 0.0385|| 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: 3 days, 8:23:00 || Estimated Time: 2 days, 13:19:10
2023-07-30 22:06:25,506 semantic_segmentation INFO: Iters: 85100/150000 || Lr: 0.009410 || Task Loss: 0.1469 || KD Loss: 0.0415|| 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: 3 days, 8:23:32 || Estimated Time: 2 days, 13:18:34
2023-07-30 22:06:57,112 semantic_segmentation INFO: Iters: 85110/150000 || Lr: 0.009408 || Task Loss: 0.1752 || KD Loss: 0.0358|| 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: 3 days, 8:24:03 || Estimated Time: 2 days, 13:17:58
2023-07-30 22:07:28,684 semantic_segmentation INFO: Iters: 85120/150000 || Lr: 0.009407 || Task Loss: 0.1487 || KD Loss: 0.0308|| 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: 3 days, 8:24:35 || Estimated Time: 2 days, 13:17:22
2023-07-30 22:08:00,249 semantic_segmentation INFO: Iters: 85130/150000 || Lr: 0.009406 || Task Loss: 0.1858 || KD Loss: 0.0309|| 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: 3 days, 8:25:07 || Estimated Time: 2 days, 13:16:46
2023-07-30 22:08:31,895 semantic_segmentation INFO: Iters: 85140/150000 || Lr: 0.009404 || Task Loss: 0.1851 || KD Loss: 0.0497|| 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: 3 days, 8:25:38 || Estimated Time: 2 days, 13:16:10
2023-07-30 22:09:03,459 semantic_segmentation INFO: Iters: 85150/150000 || Lr: 0.009403 || Task Loss: 0.2246 || KD Loss: 0.0747|| 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: 3 days, 8:26:10 || Estimated Time: 2 days, 13:15:35
2023-07-30 22:09:35,023 semantic_segmentation INFO: Iters: 85160/150000 || Lr: 0.009402 || Task Loss: 0.1800 || KD Loss: 0.0464|| 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: 3 days, 8:26:41 || Estimated Time: 2 days, 13:14:59
2023-07-30 22:10:06,601 semantic_segmentation INFO: Iters: 85170/150000 || Lr: 0.009401 || Task Loss: 0.1827 || KD Loss: 0.0315|| 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 days, 8:27:13 || Estimated Time: 2 days, 13:14:23
2023-07-30 22:10:38,122 semantic_segmentation INFO: Iters: 85180/150000 || Lr: 0.009399 || Task Loss: 0.1589 || KD Loss: 0.0419|| 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: 3 days, 8:27:44 || Estimated Time: 2 days, 13:13:47
2023-07-30 22:11:09,747 semantic_segmentation INFO: Iters: 85190/150000 || Lr: 0.009398 || Task Loss: 0.1768 || KD Loss: 0.0539|| 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: 3 days, 8:28:16 || Estimated Time: 2 days, 13:13:11
2023-07-30 22:11:41,305 semantic_segmentation INFO: Iters: 85200/150000 || Lr: 0.009397 || Task Loss: 0.1965 || KD Loss: 0.0509|| 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: 3 days, 8:28:48 || Estimated Time: 2 days, 13:12:35
2023-07-30 22:12:12,860 semantic_segmentation INFO: Iters: 85210/150000 || Lr: 0.009395 || Task Loss: 0.2165 || KD Loss: 0.0607|| 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: 3 days, 8:29:19 || Estimated Time: 2 days, 13:11:59
2023-07-30 22:12:44,415 semantic_segmentation INFO: Iters: 85220/150000 || Lr: 0.009394 || Task Loss: 0.1872 || KD Loss: 0.0450|| 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: 3 days, 8:29:51 || Estimated Time: 2 days, 13:11:24
2023-07-30 22:13:15,944 semantic_segmentation INFO: Iters: 85230/150000 || Lr: 0.009393 || Task Loss: 0.1684 || KD Loss: 0.0332|| 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: 3 days, 8:30:22 || Estimated Time: 2 days, 13:10:48
2023-07-30 22:13:47,539 semantic_segmentation INFO: Iters: 85240/150000 || Lr: 0.009391 || Task Loss: 0.1954 || KD Loss: 0.0360|| 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: 3 days, 8:30:54 || Estimated Time: 2 days, 13:10:12
2023-07-30 22:14:19,079 semantic_segmentation INFO: Iters: 85250/150000 || Lr: 0.009390 || Task Loss: 0.2022 || KD Loss: 0.0520|| 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: 3 days, 8:31:25 || Estimated Time: 2 days, 13:09:36
2023-07-30 22:14:50,596 semantic_segmentation INFO: Iters: 85260/150000 || Lr: 0.009389 || Task Loss: 0.2073 || KD Loss: 0.0459|| 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: 3 days, 8:31:57 || Estimated Time: 2 days, 13:09:00
2023-07-30 22:15:22,145 semantic_segmentation INFO: Iters: 85270/150000 || Lr: 0.009387 || Task Loss: 0.1904 || KD Loss: 0.0551|| 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: 3 days, 8:32:29 || Estimated Time: 2 days, 13:08:24
2023-07-30 22:15:53,663 semantic_segmentation INFO: Iters: 85280/150000 || Lr: 0.009386 || Task Loss: 0.1492 || KD Loss: 0.0362|| 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: 3 days, 8:33:00 || Estimated Time: 2 days, 13:07:48
2023-07-30 22:16:25,226 semantic_segmentation INFO: Iters: 85290/150000 || Lr: 0.009385 || Task Loss: 0.1718 || KD Loss: 0.0515|| 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: 3 days, 8:33:32 || Estimated Time: 2 days, 13:07:12
2023-07-30 22:16:56,775 semantic_segmentation INFO: Iters: 85300/150000 || Lr: 0.009384 || Task Loss: 0.2076 || KD Loss: 0.0443|| 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: 3 days, 8:34:03 || Estimated Time: 2 days, 13:06:37
2023-07-30 22:17:28,292 semantic_segmentation INFO: Iters: 85310/150000 || Lr: 0.009382 || Task Loss: 0.2423 || KD Loss: 0.0848|| 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: 3 days, 8:34:35 || Estimated Time: 2 days, 13:06:01
2023-07-30 22:17:59,860 semantic_segmentation INFO: Iters: 85320/150000 || Lr: 0.009381 || Task Loss: 0.1504 || KD Loss: 0.0413|| 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: 3 days, 8:35:06 || Estimated Time: 2 days, 13:05:25
2023-07-30 22:18:31,329 semantic_segmentation INFO: Iters: 85330/150000 || Lr: 0.009380 || Task Loss: 0.1702 || KD Loss: 0.0472|| 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: 3 days, 8:35:38 || Estimated Time: 2 days, 13:04:49
2023-07-30 22:19:02,889 semantic_segmentation INFO: Iters: 85340/150000 || Lr: 0.009378 || Task Loss: 0.1921 || KD Loss: 0.0611|| 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: 3 days, 8:36:09 || Estimated Time: 2 days, 13:04:13
2023-07-30 22:19:34,392 semantic_segmentation INFO: Iters: 85350/150000 || Lr: 0.009377 || Task Loss: 0.1361 || KD Loss: 0.0430|| 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: 3 days, 8:36:41 || Estimated Time: 2 days, 13:03:37
2023-07-30 22:20:05,909 semantic_segmentation INFO: Iters: 85360/150000 || Lr: 0.009376 || Task Loss: 0.1801 || KD Loss: 0.0338|| 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: 3 days, 8:37:12 || Estimated Time: 2 days, 13:03:01
2023-07-30 22:20:37,465 semantic_segmentation INFO: Iters: 85370/150000 || Lr: 0.009374 || Task Loss: 0.1961 || KD Loss: 0.0430|| 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: 3 days, 8:37:44 || Estimated Time: 2 days, 13:02:25
2023-07-30 22:21:09,013 semantic_segmentation INFO: Iters: 85380/150000 || Lr: 0.009373 || Task Loss: 0.1674 || KD Loss: 0.0416|| 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: 3 days, 8:38:15 || Estimated Time: 2 days, 13:01:50
2023-07-30 22:21:40,531 semantic_segmentation INFO: Iters: 85390/150000 || Lr: 0.009372 || Task Loss: 0.2508 || KD Loss: 0.0552|| 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 days, 8:38:47 || Estimated Time: 2 days, 13:01:14
2023-07-30 22:22:12,066 semantic_segmentation INFO: Iters: 85400/150000 || Lr: 0.009371 || Task Loss: 0.1398 || KD Loss: 0.0342|| 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: 3 days, 8:39:18 || Estimated Time: 2 days, 13:00:38
2023-07-30 22:22:43,521 semantic_segmentation INFO: Iters: 85410/150000 || Lr: 0.009369 || Task Loss: 0.1965 || KD Loss: 0.0484|| 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: 3 days, 8:39:50 || Estimated Time: 2 days, 13:00:02
2023-07-30 22:23:15,086 semantic_segmentation INFO: Iters: 85420/150000 || Lr: 0.009368 || Task Loss: 0.1562 || KD Loss: 0.0327|| 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: 3 days, 8:40:21 || Estimated Time: 2 days, 12:59:26
2023-07-30 22:23:46,573 semantic_segmentation INFO: Iters: 85430/150000 || Lr: 0.009367 || Task Loss: 0.1866 || KD Loss: 0.0465|| 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: 3 days, 8:40:53 || Estimated Time: 2 days, 12:58:50
2023-07-30 22:24:18,119 semantic_segmentation INFO: Iters: 85440/150000 || Lr: 0.009365 || Task Loss: 0.1672 || KD Loss: 0.0375|| 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: 3 days, 8:41:24 || Estimated Time: 2 days, 12:58:14
2023-07-30 22:24:49,631 semantic_segmentation INFO: Iters: 85450/150000 || Lr: 0.009364 || Task Loss: 0.2063 || KD Loss: 0.0582|| 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: 3 days, 8:41:56 || Estimated Time: 2 days, 12:57:38
2023-07-30 22:25:21,094 semantic_segmentation INFO: Iters: 85460/150000 || Lr: 0.009363 || Task Loss: 0.1357 || KD Loss: 0.0264|| 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: 3 days, 8:42:27 || Estimated Time: 2 days, 12:57:03
2023-07-30 22:25:52,640 semantic_segmentation INFO: Iters: 85470/150000 || Lr: 0.009361 || Task Loss: 0.1947 || KD Loss: 0.0461|| 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: 3 days, 8:42:59 || Estimated Time: 2 days, 12:56:27
2023-07-30 22:26:24,171 semantic_segmentation INFO: Iters: 85480/150000 || Lr: 0.009360 || Task Loss: 0.2077 || KD Loss: 0.0400|| 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: 3 days, 8:43:31 || Estimated Time: 2 days, 12:55:51
2023-07-30 22:26:55,607 semantic_segmentation INFO: Iters: 85490/150000 || Lr: 0.009359 || Task Loss: 0.1347 || KD Loss: 0.0325|| 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: 3 days, 8:44:02 || Estimated Time: 2 days, 12:55:15
2023-07-30 22:27:27,139 semantic_segmentation INFO: Iters: 85500/150000 || Lr: 0.009357 || Task Loss: 0.2114 || KD Loss: 0.0461|| 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: 3 days, 8:44:33 || Estimated Time: 2 days, 12:54:39
2023-07-30 22:27:58,620 semantic_segmentation INFO: Iters: 85510/150000 || Lr: 0.009356 || Task Loss: 0.1991 || KD Loss: 0.0359|| 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: 3 days, 8:45:05 || Estimated Time: 2 days, 12:54:03
2023-07-30 22:28:30,149 semantic_segmentation INFO: Iters: 85520/150000 || Lr: 0.009355 || Task Loss: 0.1745 || KD Loss: 0.0388|| 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: 3 days, 8:45:37 || Estimated Time: 2 days, 12:53:27
2023-07-30 22:29:01,659 semantic_segmentation INFO: Iters: 85530/150000 || Lr: 0.009354 || Task Loss: 0.1785 || KD Loss: 0.0391|| 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: 3 days, 8:46:08 || Estimated Time: 2 days, 12:52:51
2023-07-30 22:29:33,119 semantic_segmentation INFO: Iters: 85540/150000 || Lr: 0.009352 || Task Loss: 0.1826 || KD Loss: 0.0440|| 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: 3 days, 8:46:39 || Estimated Time: 2 days, 12:52:16
2023-07-30 22:30:04,679 semantic_segmentation INFO: Iters: 85550/150000 || Lr: 0.009351 || Task Loss: 0.1802 || KD Loss: 0.0536|| 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: 3 days, 8:47:11 || Estimated Time: 2 days, 12:51:40
2023-07-30 22:30:36,108 semantic_segmentation INFO: Iters: 85560/150000 || Lr: 0.009350 || Task Loss: 0.1606 || KD Loss: 0.0342|| 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: 3 days, 8:47:42 || Estimated Time: 2 days, 12:51:04
2023-07-30 22:31:07,610 semantic_segmentation INFO: Iters: 85570/150000 || Lr: 0.009348 || Task Loss: 0.1577 || KD Loss: 0.0559|| 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: 3 days, 8:48:14 || Estimated Time: 2 days, 12:50:28
2023-07-30 22:31:39,132 semantic_segmentation INFO: Iters: 85580/150000 || Lr: 0.009347 || Task Loss: 0.2074 || KD Loss: 0.0573|| 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: 3 days, 8:48:45 || Estimated Time: 2 days, 12:49:52
2023-07-30 22:32:10,560 semantic_segmentation INFO: Iters: 85590/150000 || Lr: 0.009346 || Task Loss: 0.2107 || KD Loss: 0.0411|| 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: 3 days, 8:49:17 || Estimated Time: 2 days, 12:49:16
2023-07-30 22:32:42,117 semantic_segmentation INFO: Iters: 85600/150000 || Lr: 0.009344 || Task Loss: 0.2229 || KD Loss: 0.0514|| 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: 3 days, 8:49:48 || Estimated Time: 2 days, 12:48:40
2023-07-30 22:32:42,184 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 22:32:43,020 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.405
2023-07-30 22:32:43,135 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.504
2023-07-30 22:32:43,243 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.502
2023-07-30 22:32:43,346 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.530
2023-07-30 22:32:43,452 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.538
2023-07-30 22:32:43,556 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.540
2023-07-30 22:32:43,662 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.571
2023-07-30 22:32:43,769 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.615
2023-07-30 22:32:43,876 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.664
2023-07-30 22:32:43,983 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.715
2023-07-30 22:32:44,089 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.719
2023-07-30 22:32:44,193 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.732
2023-07-30 22:32:44,297 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.732
2023-07-30 22:32:44,399 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.724
2023-07-30 22:32:44,502 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.726
2023-07-30 22:32:44,608 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.716
2023-07-30 22:32:44,710 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.721
2023-07-30 22:32:44,813 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.724
2023-07-30 22:32:44,916 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.728
2023-07-30 22:32:45,019 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.735
2023-07-30 22:32:45,124 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.733
2023-07-30 22:32:45,228 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.721
2023-07-30 22:32:45,332 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.721
2023-07-30 22:32:45,435 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.728
2023-07-30 22:32:45,538 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-30 22:32:45,643 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-30 22:32:45,748 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-30 22:32:45,855 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.723
2023-07-30 22:32:45,957 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.728
2023-07-30 22:32:46,060 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-30 22:32:46,164 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-30 22:32:46,266 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-30 22:32:46,368 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.738
2023-07-30 22:32:46,471 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.950, mIoU: 0.737
2023-07-30 22:32:46,575 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-30 22:32:46,678 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-30 22:32:46,781 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-30 22:32:46,887 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-30 22:32:46,990 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.727
2023-07-30 22:32:47,097 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.949, mIoU: 0.728
2023-07-30 22:32:47,204 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-30 22:32:47,312 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-30 22:32:47,420 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-30 22:32:47,528 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-30 22:32:47,634 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-30 22:32:47,739 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.951, mIoU: 0.727
2023-07-30 22:32:47,847 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.728
2023-07-30 22:32:47,954 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.727
2023-07-30 22:32:48,063 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.729
2023-07-30 22:32:48,173 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-30 22:32:48,284 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.730
2023-07-30 22:32:48,395 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 22:32:48,502 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-30 22:32:48,608 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.950, mIoU: 0.738
2023-07-30 22:32:48,711 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-30 22:32:48,815 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-30 22:32:48,919 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-30 22:32:49,022 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.949, mIoU: 0.743
2023-07-30 22:32:49,127 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.744
2023-07-30 22:32:49,229 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.742
2023-07-30 22:32:49,333 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.949, mIoU: 0.745
2023-07-30 22:32:49,436 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.949, mIoU: 0.746
2023-07-30 22:32:49,538 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.745
2023-07-30 22:32:49,643 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.949, mIoU: 0.748
2023-07-30 22:32:49,746 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.949, mIoU: 0.750
2023-07-30 22:32:49,849 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.948, mIoU: 0.750
2023-07-30 22:32:49,955 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.948, mIoU: 0.749
2023-07-30 22:32:50,059 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.750
2023-07-30 22:32:50,164 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.947, mIoU: 0.749
2023-07-30 22:32:50,266 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.948, mIoU: 0.749
2023-07-30 22:32:50,369 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.948, mIoU: 0.749
2023-07-30 22:32:50,473 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.948, mIoU: 0.748
2023-07-30 22:32:50,576 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.948, mIoU: 0.747
2023-07-30 22:32:50,679 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.747
2023-07-30 22:32:50,782 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.948, mIoU: 0.748
2023-07-30 22:32:50,885 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.948, mIoU: 0.747
2023-07-30 22:32:50,992 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.948, mIoU: 0.747
2023-07-30 22:32:51,097 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.948, mIoU: 0.747
2023-07-30 22:32:51,204 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.948, mIoU: 0.747
2023-07-30 22:32:51,314 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.948, mIoU: 0.748
2023-07-30 22:32:51,420 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.948, mIoU: 0.749
2023-07-30 22:32:51,524 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.948, mIoU: 0.750
2023-07-30 22:32:51,632 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.948, mIoU: 0.749
2023-07-30 22:32:51,738 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.948, mIoU: 0.747
2023-07-30 22:32:51,844 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.945, mIoU: 0.742
2023-07-30 22:32:51,951 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.945, mIoU: 0.743
2023-07-30 22:32:52,058 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.945, mIoU: 0.743
2023-07-30 22:32:52,164 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.945, mIoU: 0.743
2023-07-30 22:32:52,272 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.945, mIoU: 0.742
2023-07-30 22:32:52,380 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-30 22:32:52,491 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-30 22:32:52,601 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-30 22:32:52,709 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-30 22:32:52,815 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-30 22:32:52,918 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-30 22:32:53,021 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-30 22:32:53,125 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-30 22:32:53,228 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-30 22:32:53,330 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.946, mIoU: 0.752
2023-07-30 22:32:53,432 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-30 22:32:53,536 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-30 22:32:53,641 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-30 22:32:53,743 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-30 22:32:53,846 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-30 22:32:53,949 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-30 22:32:54,054 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-30 22:32:54,158 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-30 22:32:54,264 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-30 22:32:54,369 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-30 22:32:54,479 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-30 22:32:54,594 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-30 22:32:54,698 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-30 22:32:54,802 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-30 22:32:54,909 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-30 22:32:55,021 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-30 22:32:55,128 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-30 22:32:55,234 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-30 22:32:55,345 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-30 22:32:55,455 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-30 22:32:55,565 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-30 22:32:55,672 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-30 22:32:55,776 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-30 22:32:55,883 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-30 22:32:55,987 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-30 22:32:56,091 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-30 22:32:56,193 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-30 22:32:56,297 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-30 22:32:56,402 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-30 22:32:56,505 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.945, mIoU: 0.755
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2023-07-30 22:33:16,973 semantic_segmentation INFO: Sample: 322, Validation pixAcc: 0.947, mIoU: 0.731
2023-07-30 22:33:17,074 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-30 22:33:17,178 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-30 22:33:17,283 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.946, mIoU: 0.730
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2023-07-30 22:33:17,490 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.947, mIoU: 0.730
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2023-07-30 22:33:17,700 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.947, mIoU: 0.731
2023-07-30 22:33:17,806 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.947, mIoU: 0.731
2023-07-30 22:33:17,910 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.947, mIoU: 0.731
2023-07-30 22:33:18,015 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.947, mIoU: 0.731
2023-07-30 22:33:18,121 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.947, mIoU: 0.731
2023-07-30 22:33:18,225 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.947, mIoU: 0.732
2023-07-30 22:33:18,332 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.947, mIoU: 0.732
2023-07-30 22:33:18,439 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.947, mIoU: 0.732
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2023-07-30 22:33:18,978 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-30 22:33:19,085 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.948, mIoU: 0.732
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2023-07-30 22:33:19,409 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.948, mIoU: 0.733
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2023-07-30 22:33:19,741 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-30 22:33:19,850 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.948, mIoU: 0.733
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2023-07-30 22:33:20,060 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.948, mIoU: 0.733
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2023-07-30 22:33:20,268 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.948, mIoU: 0.733
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2023-07-30 22:33:20,585 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.948, mIoU: 0.733
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2023-07-30 22:33:20,806 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.949, mIoU: 0.733
2023-07-30 22:33:20,913 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.949, mIoU: 0.733
2023-07-30 22:33:21,018 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-30 22:33:21,126 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-30 22:33:21,237 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-30 22:33:21,344 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-30 22:33:21,451 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-30 22:33:21,560 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-30 22:33:21,669 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-30 22:33:21,779 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-30 22:33:21,889 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-30 22:33:21,998 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-30 22:33:22,105 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.949, mIoU: 0.735
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2023-07-30 22:33:22,843 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-30 22:33:22,954 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-30 22:33:23,067 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-30 22:33:23,174 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-30 22:33:23,279 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-30 22:33:23,392 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-30 22:33:23,502 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.950, mIoU: 0.736
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2023-07-30 22:33:23,827 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.950, mIoU: 0.737
2023-07-30 22:33:23,932 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.950, mIoU: 0.737
2023-07-30 22:33:24,037 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.950, mIoU: 0.737
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2023-07-30 22:33:24,248 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.950, mIoU: 0.737
2023-07-30 22:33:24,353 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.950, mIoU: 0.737
2023-07-30 22:33:24,459 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.950, mIoU: 0.737
2023-07-30 22:33:24,563 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.950, mIoU: 0.737
2023-07-30 22:33:24,668 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.950, mIoU: 0.737
2023-07-30 22:33:24,773 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.950, mIoU: 0.737
2023-07-30 22:33:24,877 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.951, mIoU: 0.738
2023-07-30 22:33:24,982 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-30 22:33:25,087 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.951, mIoU: 0.737
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2023-07-30 22:33:25,298 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-30 22:33:25,406 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.951, mIoU: 0.737
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2023-07-30 22:33:25,838 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.951, mIoU: 0.738
2023-07-30 22:33:25,946 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.951, mIoU: 0.738
2023-07-30 22:33:26,054 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.951, mIoU: 0.738
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2023-07-30 22:33:26,270 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.951, mIoU: 0.738
2023-07-30 22:33:26,379 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.951, mIoU: 0.738
2023-07-30 22:33:26,486 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.951, mIoU: 0.738
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2023-07-30 22:33:26,698 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.951, mIoU: 0.738
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2023-07-30 22:33:26,904 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.951, mIoU: 0.738
2023-07-30 22:33:27,009 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.951, mIoU: 0.738
2023-07-30 22:33:27,113 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-30 22:33:27,215 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-30 22:33:27,317 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-30 22:33:27,422 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-30 22:33:27,527 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-30 22:33:27,632 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-30 22:33:27,737 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-30 22:33:27,842 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-30 22:33:27,947 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-30 22:33:28,054 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-30 22:33:28,163 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-30 22:33:28,271 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-30 22:33:28,376 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-30 22:33:28,491 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-30 22:33:28,603 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-30 22:33:28,711 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.952, mIoU: 0.739
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2023-07-30 22:33:28,924 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-30 22:33:29,033 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.952, mIoU: 0.740
2023-07-30 22:33:29,144 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.952, mIoU: 0.740
2023-07-30 22:33:29,252 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.952, mIoU: 0.740
2023-07-30 22:33:29,359 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.952, mIoU: 0.740
2023-07-30 22:33:29,464 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.952, mIoU: 0.740
2023-07-30 22:33:29,568 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.952, mIoU: 0.740
2023-07-30 22:33:29,673 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 22:33:29,777 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 22:33:29,881 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 22:33:29,986 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 22:33:30,090 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 22:33:30,196 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 22:33:30,301 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 22:33:30,404 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 22:33:30,513 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 22:33:30,618 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 22:33:30,724 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 22:33:30,829 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 22:33:30,937 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 22:33:31,048 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 22:33:31,154 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 22:33:31,260 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 22:33:31,370 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-30 22:33:31,480 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-30 22:33:31,589 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-30 22:33:31,693 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-30 22:33:31,804 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-30 22:33:31,911 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-30 22:33:32,018 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-30 22:33:32,125 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-30 22:33:32,228 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-30 22:33:32,333 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-30 22:33:32,437 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-30 22:33:32,544 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-30 22:33:32,649 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-30 22:33:32,754 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-30 22:33:32,856 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-30 22:33:32,959 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-30 22:33:33,064 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-30 22:33:33,169 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-30 22:33:33,270 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-30 22:33:33,375 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-30 22:33:33,478 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-30 22:33:33,585 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-30 22:33:33,691 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-30 22:33:33,797 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-30 22:33:33,904 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-30 22:33:34,011 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-30 22:33:34,126 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-30 22:33:34,232 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-30 22:33:34,335 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-30 22:33:34,442 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-30 22:33:34,553 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.743
2023-07-30 22:33:34,662 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.743
2023-07-30 22:33:34,770 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.743
2023-07-30 22:33:34,877 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.743
2023-07-30 22:33:34,984 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.954, mIoU: 0.743
2023-07-30 22:33:35,089 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.743
2023-07-30 22:33:35,194 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.743
2023-07-30 22:33:35,298 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.743
2023-07-30 22:33:35,402 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.743
2023-07-30 22:33:35,504 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.743
2023-07-30 22:33:35,610 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.743
2023-07-30 22:33:35,712 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.743
2023-07-30 22:33:35,814 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.743
2023-07-30 22:33:35,915 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.954, mIoU: 0.743
2023-07-30 22:34:08,059 semantic_segmentation INFO: Iters: 85610/150000 || Lr: 0.009343 || Task Loss: 0.1947 || KD Loss: 0.0429|| 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: 3 days, 8:51:14 || Estimated Time: 2 days, 12:48:45
2023-07-30 22:34:39,480 semantic_segmentation INFO: Iters: 85620/150000 || Lr: 0.009342 || Task Loss: 0.2285 || KD Loss: 0.0523|| 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: 3 days, 8:51:46 || Estimated Time: 2 days, 12:48:09
2023-07-30 22:35:10,908 semantic_segmentation INFO: Iters: 85630/150000 || Lr: 0.009340 || Task Loss: 0.1867 || KD Loss: 0.0461|| 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: 3 days, 8:52:17 || Estimated Time: 2 days, 12:47:33
2023-07-30 22:35:42,321 semantic_segmentation INFO: Iters: 85640/150000 || Lr: 0.009339 || Task Loss: 0.1441 || KD Loss: 0.0293|| 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: 3 days, 8:52:49 || Estimated Time: 2 days, 12:46:58
2023-07-30 22:36:13,785 semantic_segmentation INFO: Iters: 85650/150000 || Lr: 0.009338 || Task Loss: 0.1765 || KD Loss: 0.0531|| 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: 3 days, 8:53:20 || Estimated Time: 2 days, 12:46:22
2023-07-30 22:36:45,242 semantic_segmentation INFO: Iters: 85660/150000 || Lr: 0.009337 || Task Loss: 0.2452 || KD Loss: 0.0457|| 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: 3 days, 8:53:52 || Estimated Time: 2 days, 12:45:46
2023-07-30 22:37:16,671 semantic_segmentation INFO: Iters: 85670/150000 || Lr: 0.009335 || Task Loss: 0.1706 || KD Loss: 0.0649|| 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: 3 days, 8:54:23 || Estimated Time: 2 days, 12:45:10
2023-07-30 22:37:48,158 semantic_segmentation INFO: Iters: 85680/150000 || Lr: 0.009334 || Task Loss: 0.2152 || KD Loss: 0.0461|| 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: 3 days, 8:54:55 || Estimated Time: 2 days, 12:44:34
2023-07-30 22:38:19,567 semantic_segmentation INFO: Iters: 85690/150000 || Lr: 0.009333 || Task Loss: 0.1573 || KD Loss: 0.0597|| 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: 3 days, 8:55:26 || Estimated Time: 2 days, 12:43:58
2023-07-30 22:38:51,068 semantic_segmentation INFO: Iters: 85700/150000 || Lr: 0.009331 || Task Loss: 0.1657 || KD Loss: 0.0389|| 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: 3 days, 8:55:57 || Estimated Time: 2 days, 12:43:22
2023-07-30 22:39:22,503 semantic_segmentation INFO: Iters: 85710/150000 || Lr: 0.009330 || Task Loss: 0.1861 || KD Loss: 0.0341|| 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: 3 days, 8:56:29 || Estimated Time: 2 days, 12:42:46
2023-07-30 22:39:53,946 semantic_segmentation INFO: Iters: 85720/150000 || Lr: 0.009329 || Task Loss: 0.2107 || KD Loss: 0.0565|| 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: 3 days, 8:57:00 || Estimated Time: 2 days, 12:42:10
2023-07-30 22:40:25,388 semantic_segmentation INFO: Iters: 85730/150000 || Lr: 0.009327 || Task Loss: 0.3006 || KD Loss: 0.0522|| 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: 3 days, 8:57:32 || Estimated Time: 2 days, 12:41:34
2023-07-30 22:40:56,857 semantic_segmentation INFO: Iters: 85740/150000 || Lr: 0.009326 || Task Loss: 0.1766 || KD Loss: 0.0382|| 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: 3 days, 8:58:03 || Estimated Time: 2 days, 12:40:58
2023-07-30 22:41:28,307 semantic_segmentation INFO: Iters: 85750/150000 || Lr: 0.009325 || Task Loss: 0.1444 || KD Loss: 0.0395|| 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: 3 days, 8:58:35 || Estimated Time: 2 days, 12:40:23
2023-07-30 22:41:59,801 semantic_segmentation INFO: Iters: 85760/150000 || Lr: 0.009323 || Task Loss: 0.1934 || KD Loss: 0.0419|| 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: 3 days, 8:59:06 || Estimated Time: 2 days, 12:39:47
2023-07-30 22:42:31,319 semantic_segmentation INFO: Iters: 85770/150000 || Lr: 0.009322 || Task Loss: 0.1677 || KD Loss: 0.0404|| 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: 3 days, 8:59:38 || Estimated Time: 2 days, 12:39:11
2023-07-30 22:43:02,745 semantic_segmentation INFO: Iters: 85780/150000 || Lr: 0.009321 || Task Loss: 0.2029 || KD Loss: 0.0483|| 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: 3 days, 9:00:09 || Estimated Time: 2 days, 12:38:35
2023-07-30 22:43:34,208 semantic_segmentation INFO: Iters: 85790/150000 || Lr: 0.009320 || Task Loss: 0.1597 || KD Loss: 0.0451|| 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: 3 days, 9:00:41 || Estimated Time: 2 days, 12:37:59
2023-07-30 22:44:05,664 semantic_segmentation INFO: Iters: 85800/150000 || Lr: 0.009318 || Task Loss: 0.1724 || KD Loss: 0.0444|| 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: 3 days, 9:01:12 || Estimated Time: 2 days, 12:37:23
2023-07-30 22:44:37,154 semantic_segmentation INFO: Iters: 85810/150000 || Lr: 0.009317 || Task Loss: 0.2084 || KD Loss: 0.0650|| 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: 3 days, 9:01:44 || Estimated Time: 2 days, 12:36:47
2023-07-30 22:45:08,647 semantic_segmentation INFO: Iters: 85820/150000 || Lr: 0.009316 || Task Loss: 0.1580 || KD Loss: 0.0316|| 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: 3 days, 9:02:15 || Estimated Time: 2 days, 12:36:11
2023-07-30 22:45:40,118 semantic_segmentation INFO: Iters: 85830/150000 || Lr: 0.009314 || Task Loss: 0.1698 || KD Loss: 0.0411|| 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: 3 days, 9:02:46 || Estimated Time: 2 days, 12:35:36
2023-07-30 22:46:11,627 semantic_segmentation INFO: Iters: 85840/150000 || Lr: 0.009313 || Task Loss: 0.2029 || KD Loss: 0.0429|| 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: 3 days, 9:03:18 || Estimated Time: 2 days, 12:35:00
2023-07-30 22:46:43,101 semantic_segmentation INFO: Iters: 85850/150000 || Lr: 0.009312 || Task Loss: 0.2323 || KD Loss: 0.0884|| 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: 3 days, 9:03:49 || Estimated Time: 2 days, 12:34:24
2023-07-30 22:47:14,571 semantic_segmentation INFO: Iters: 85860/150000 || Lr: 0.009310 || Task Loss: 0.2201 || KD Loss: 0.0552|| 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: 3 days, 9:04:21 || Estimated Time: 2 days, 12:33:48
2023-07-30 22:47:46,087 semantic_segmentation INFO: Iters: 85870/150000 || Lr: 0.009309 || Task Loss: 0.2049 || KD Loss: 0.0483|| 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: 3 days, 9:04:52 || Estimated Time: 2 days, 12:33:12
2023-07-30 22:48:17,592 semantic_segmentation INFO: Iters: 85880/150000 || Lr: 0.009308 || Task Loss: 0.1985 || KD Loss: 0.0389|| 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: 3 days, 9:05:24 || Estimated Time: 2 days, 12:32:36
2023-07-30 22:48:49,106 semantic_segmentation INFO: Iters: 85890/150000 || Lr: 0.009307 || Task Loss: 0.1657 || KD Loss: 0.0436|| 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: 3 days, 9:05:55 || Estimated Time: 2 days, 12:32:00
2023-07-30 22:49:20,610 semantic_segmentation INFO: Iters: 85900/150000 || Lr: 0.009305 || Task Loss: 0.2120 || KD Loss: 0.0535|| 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: 3 days, 9:06:27 || Estimated Time: 2 days, 12:31:25
2023-07-30 22:49:52,106 semantic_segmentation INFO: Iters: 85910/150000 || Lr: 0.009304 || Task Loss: 0.1956 || KD Loss: 0.0836|| 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: 3 days, 9:06:58 || Estimated Time: 2 days, 12:30:49
2023-07-30 22:50:23,581 semantic_segmentation INFO: Iters: 85920/150000 || Lr: 0.009303 || Task Loss: 0.1918 || KD Loss: 0.0623|| 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: 3 days, 9:07:30 || Estimated Time: 2 days, 12:30:13
2023-07-30 22:50:55,078 semantic_segmentation INFO: Iters: 85930/150000 || Lr: 0.009301 || Task Loss: 0.2093 || KD Loss: 0.0509|| 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: 3 days, 9:08:01 || Estimated Time: 2 days, 12:29:37
2023-07-30 22:51:26,570 semantic_segmentation INFO: Iters: 85940/150000 || Lr: 0.009300 || Task Loss: 0.1558 || KD Loss: 0.0347|| 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: 3 days, 9:08:33 || Estimated Time: 2 days, 12:29:01
2023-07-30 22:51:58,033 semantic_segmentation INFO: Iters: 85950/150000 || Lr: 0.009299 || Task Loss: 0.1750 || KD Loss: 0.0301|| 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: 3 days, 9:09:04 || Estimated Time: 2 days, 12:28:25
2023-07-30 22:52:29,513 semantic_segmentation INFO: Iters: 85960/150000 || Lr: 0.009297 || Task Loss: 0.1666 || KD Loss: 0.0366|| 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: 3 days, 9:09:36 || Estimated Time: 2 days, 12:27:49
2023-07-30 22:53:00,979 semantic_segmentation INFO: Iters: 85970/150000 || Lr: 0.009296 || Task Loss: 0.1745 || KD Loss: 0.0430|| 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: 3 days, 9:10:07 || Estimated Time: 2 days, 12:27:14
2023-07-30 22:53:32,519 semantic_segmentation INFO: Iters: 85980/150000 || Lr: 0.009295 || Task Loss: 0.1623 || KD Loss: 0.0411|| 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: 3 days, 9:10:39 || Estimated Time: 2 days, 12:26:38
2023-07-30 22:54:03,980 semantic_segmentation INFO: Iters: 85990/150000 || Lr: 0.009293 || Task Loss: 0.2484 || KD Loss: 0.0517|| 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: 3 days, 9:11:10 || Estimated Time: 2 days, 12:26:02
2023-07-30 22:54:35,461 semantic_segmentation INFO: Iters: 86000/150000 || Lr: 0.009292 || Task Loss: 0.2145 || KD Loss: 0.0417|| 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: 3 days, 9:11:42 || Estimated Time: 2 days, 12:25:26
2023-07-30 22:55:06,939 semantic_segmentation INFO: Iters: 86010/150000 || Lr: 0.009291 || Task Loss: 0.1533 || KD Loss: 0.0301|| 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: 3 days, 9:12:13 || Estimated Time: 2 days, 12:24:50
2023-07-30 22:55:38,396 semantic_segmentation INFO: Iters: 86020/150000 || Lr: 0.009290 || Task Loss: 0.2145 || KD Loss: 0.0494|| 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 days, 9:12:45 || Estimated Time: 2 days, 12:24:14
2023-07-30 22:56:09,877 semantic_segmentation INFO: Iters: 86030/150000 || Lr: 0.009288 || Task Loss: 0.1602 || KD Loss: 0.0429|| 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: 3 days, 9:13:16 || Estimated Time: 2 days, 12:23:38
2023-07-30 22:56:41,346 semantic_segmentation INFO: Iters: 86040/150000 || Lr: 0.009287 || Task Loss: 0.1624 || KD Loss: 0.0423|| 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: 3 days, 9:13:48 || Estimated Time: 2 days, 12:23:03
2023-07-30 22:57:12,776 semantic_segmentation INFO: Iters: 86050/150000 || Lr: 0.009286 || Task Loss: 0.1440 || KD Loss: 0.0452|| 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: 3 days, 9:14:19 || Estimated Time: 2 days, 12:22:27
2023-07-30 22:57:44,287 semantic_segmentation INFO: Iters: 86060/150000 || Lr: 0.009284 || Task Loss: 0.1831 || KD Loss: 0.0436|| 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: 3 days, 9:14:51 || Estimated Time: 2 days, 12:21:51
2023-07-30 22:58:15,750 semantic_segmentation INFO: Iters: 86070/150000 || Lr: 0.009283 || Task Loss: 0.2611 || KD Loss: 0.0567|| 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: 3 days, 9:15:22 || Estimated Time: 2 days, 12:21:15
2023-07-30 22:58:47,235 semantic_segmentation INFO: Iters: 86080/150000 || Lr: 0.009282 || Task Loss: 0.1644 || KD Loss: 0.0369|| 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: 3 days, 9:15:54 || Estimated Time: 2 days, 12:20:39
2023-07-30 22:59:18,688 semantic_segmentation INFO: Iters: 86090/150000 || Lr: 0.009280 || Task Loss: 0.1352 || KD Loss: 0.0327|| 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: 3 days, 9:16:25 || Estimated Time: 2 days, 12:20:03
2023-07-30 22:59:50,142 semantic_segmentation INFO: Iters: 86100/150000 || Lr: 0.009279 || Task Loss: 0.1923 || KD Loss: 0.0380|| 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: 3 days, 9:16:56 || Estimated Time: 2 days, 12:19:27
2023-07-30 23:00:21,600 semantic_segmentation INFO: Iters: 86110/150000 || Lr: 0.009278 || Task Loss: 0.1753 || KD Loss: 0.0412|| 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: 3 days, 9:17:28 || Estimated Time: 2 days, 12:18:52
2023-07-30 23:00:53,100 semantic_segmentation INFO: Iters: 86120/150000 || Lr: 0.009276 || Task Loss: 0.1570 || KD Loss: 0.0351|| 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: 3 days, 9:17:59 || Estimated Time: 2 days, 12:18:16
2023-07-30 23:01:24,559 semantic_segmentation INFO: Iters: 86130/150000 || Lr: 0.009275 || Task Loss: 0.1390 || KD Loss: 0.0409|| 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: 3 days, 9:18:31 || Estimated Time: 2 days, 12:17:40
2023-07-30 23:01:56,063 semantic_segmentation INFO: Iters: 86140/150000 || Lr: 0.009274 || Task Loss: 0.2643 || KD Loss: 0.0534|| 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: 3 days, 9:19:02 || Estimated Time: 2 days, 12:17:04
2023-07-30 23:02:27,555 semantic_segmentation INFO: Iters: 86150/150000 || Lr: 0.009273 || Task Loss: 0.1450 || KD Loss: 0.0286|| 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: 3 days, 9:19:34 || Estimated Time: 2 days, 12:16:28
2023-07-30 23:02:58,980 semantic_segmentation INFO: Iters: 86160/150000 || Lr: 0.009271 || Task Loss: 0.1296 || KD Loss: 0.0433|| 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: 3 days, 9:20:05 || Estimated Time: 2 days, 12:15:52
2023-07-30 23:03:30,528 semantic_segmentation INFO: Iters: 86170/150000 || Lr: 0.009270 || Task Loss: 0.1451 || KD Loss: 0.0440|| 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: 3 days, 9:20:37 || Estimated Time: 2 days, 12:15:17
2023-07-30 23:04:02,010 semantic_segmentation INFO: Iters: 86180/150000 || Lr: 0.009269 || Task Loss: 0.3002 || KD Loss: 0.0717|| 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: 3 days, 9:21:08 || Estimated Time: 2 days, 12:14:41
2023-07-30 23:04:33,511 semantic_segmentation INFO: Iters: 86190/150000 || Lr: 0.009267 || Task Loss: 0.1686 || KD Loss: 0.0382|| 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: 3 days, 9:21:40 || Estimated Time: 2 days, 12:14:05
2023-07-30 23:05:05,014 semantic_segmentation INFO: Iters: 86200/150000 || Lr: 0.009266 || Task Loss: 0.2076 || KD Loss: 0.0402|| 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: 3 days, 9:22:11 || Estimated Time: 2 days, 12:13:29
2023-07-30 23:05:36,477 semantic_segmentation INFO: Iters: 86210/150000 || Lr: 0.009265 || Task Loss: 0.1501 || KD Loss: 0.0419|| 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: 3 days, 9:22:43 || Estimated Time: 2 days, 12:12:53
2023-07-30 23:06:07,975 semantic_segmentation INFO: Iters: 86220/150000 || Lr: 0.009263 || Task Loss: 0.2021 || KD Loss: 0.0831|| 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: 3 days, 9:23:14 || Estimated Time: 2 days, 12:12:17
2023-07-30 23:06:39,374 semantic_segmentation INFO: Iters: 86230/150000 || Lr: 0.009262 || Task Loss: 0.2722 || KD Loss: 0.0524|| 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: 3 days, 9:23:46 || Estimated Time: 2 days, 12:11:41
2023-07-30 23:07:10,867 semantic_segmentation INFO: Iters: 86240/150000 || Lr: 0.009261 || Task Loss: 0.1875 || KD Loss: 0.0394|| 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: 3 days, 9:24:17 || Estimated Time: 2 days, 12:11:06
2023-07-30 23:07:42,315 semantic_segmentation INFO: Iters: 86250/150000 || Lr: 0.009259 || Task Loss: 0.1524 || KD Loss: 0.0326|| 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: 3 days, 9:24:49 || Estimated Time: 2 days, 12:10:30
2023-07-30 23:08:13,782 semantic_segmentation INFO: Iters: 86260/150000 || Lr: 0.009258 || Task Loss: 0.2376 || KD Loss: 0.0642|| 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: 3 days, 9:25:20 || Estimated Time: 2 days, 12:09:54
2023-07-30 23:08:45,264 semantic_segmentation INFO: Iters: 86270/150000 || Lr: 0.009257 || Task Loss: 0.1806 || KD Loss: 0.0443|| 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: 3 days, 9:25:52 || Estimated Time: 2 days, 12:09:18
2023-07-30 23:09:16,741 semantic_segmentation INFO: Iters: 86280/150000 || Lr: 0.009256 || Task Loss: 0.1463 || KD Loss: 0.0351|| 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: 3 days, 9:26:23 || Estimated Time: 2 days, 12:08:42
2023-07-30 23:09:48,208 semantic_segmentation INFO: Iters: 86290/150000 || Lr: 0.009254 || Task Loss: 0.2987 || KD Loss: 0.0489|| 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: 3 days, 9:26:55 || Estimated Time: 2 days, 12:08:06
2023-07-30 23:10:19,615 semantic_segmentation INFO: Iters: 86300/150000 || Lr: 0.009253 || Task Loss: 0.1572 || KD Loss: 0.0434|| 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: 3 days, 9:27:26 || Estimated Time: 2 days, 12:07:31
2023-07-30 23:10:51,088 semantic_segmentation INFO: Iters: 86310/150000 || Lr: 0.009252 || Task Loss: 0.2063 || KD Loss: 0.0506|| 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: 3 days, 9:27:57 || Estimated Time: 2 days, 12:06:55
2023-07-30 23:11:22,572 semantic_segmentation INFO: Iters: 86320/150000 || Lr: 0.009250 || Task Loss: 0.1524 || KD Loss: 0.0397|| 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: 3 days, 9:28:29 || Estimated Time: 2 days, 12:06:19
2023-07-30 23:11:54,025 semantic_segmentation INFO: Iters: 86330/150000 || Lr: 0.009249 || Task Loss: 0.1844 || KD Loss: 0.0502|| 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: 3 days, 9:29:00 || Estimated Time: 2 days, 12:05:43
2023-07-30 23:12:25,443 semantic_segmentation INFO: Iters: 86340/150000 || Lr: 0.009248 || Task Loss: 0.1428 || KD Loss: 0.0476|| 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: 3 days, 9:29:32 || Estimated Time: 2 days, 12:05:07
2023-07-30 23:12:56,924 semantic_segmentation INFO: Iters: 86350/150000 || Lr: 0.009246 || Task Loss: 0.2439 || KD Loss: 0.0615|| 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: 3 days, 9:30:03 || Estimated Time: 2 days, 12:04:31
2023-07-30 23:13:28,369 semantic_segmentation INFO: Iters: 86360/150000 || Lr: 0.009245 || Task Loss: 0.1668 || KD Loss: 0.0545|| 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: 3 days, 9:30:35 || Estimated Time: 2 days, 12:03:56
2023-07-30 23:13:59,808 semantic_segmentation INFO: Iters: 86370/150000 || Lr: 0.009244 || Task Loss: 0.2081 || KD Loss: 0.0605|| 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: 3 days, 9:31:06 || Estimated Time: 2 days, 12:03:20
2023-07-30 23:14:31,318 semantic_segmentation INFO: Iters: 86380/150000 || Lr: 0.009242 || Task Loss: 0.1822 || KD Loss: 0.0443|| 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: 3 days, 9:31:38 || Estimated Time: 2 days, 12:02:44
2023-07-30 23:15:02,742 semantic_segmentation INFO: Iters: 86390/150000 || Lr: 0.009241 || Task Loss: 0.1863 || KD Loss: 0.0431|| 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: 3 days, 9:32:09 || Estimated Time: 2 days, 12:02:08
2023-07-30 23:15:34,231 semantic_segmentation INFO: Iters: 86400/150000 || Lr: 0.009240 || Task Loss: 0.1999 || KD Loss: 0.0333|| 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: 3 days, 9:32:41 || Estimated Time: 2 days, 12:01:32
2023-07-30 23:15:34,293 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 23:15:35,128 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.408
2023-07-30 23:15:35,248 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.506
2023-07-30 23:15:35,354 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.515
2023-07-30 23:15:35,458 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.539
2023-07-30 23:15:35,561 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.533
2023-07-30 23:15:35,668 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.537
2023-07-30 23:15:35,773 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.580
2023-07-30 23:15:35,882 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.974, mIoU: 0.630
2023-07-30 23:15:35,987 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.677
2023-07-30 23:15:36,094 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.722
2023-07-30 23:15:36,199 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.732
2023-07-30 23:15:36,308 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.736
2023-07-30 23:15:36,414 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.736
2023-07-30 23:15:36,520 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.726
2023-07-30 23:15:36,629 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.730
2023-07-30 23:15:36,738 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.719
2023-07-30 23:15:36,848 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.719
2023-07-30 23:15:36,956 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.718
2023-07-30 23:15:37,065 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.725
2023-07-30 23:15:37,170 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.732
2023-07-30 23:15:37,275 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.731
2023-07-30 23:15:37,380 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.739
2023-07-30 23:15:37,486 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.737
2023-07-30 23:15:37,589 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.955, mIoU: 0.745
2023-07-30 23:15:37,692 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.755
2023-07-30 23:15:37,796 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.952, mIoU: 0.756
2023-07-30 23:15:37,905 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-30 23:15:38,010 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-30 23:15:38,113 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-30 23:15:38,216 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.743
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2023-07-30 23:15:39,176 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.949, mIoU: 0.728
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2023-07-30 23:16:19,450 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 23:16:19,556 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 23:16:19,662 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 23:16:19,768 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 23:16:19,873 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 23:16:19,977 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 23:16:20,081 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 23:16:20,184 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 23:16:20,287 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 23:16:20,390 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 23:16:20,495 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 23:16:20,600 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 23:16:20,707 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-30 23:16:20,811 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 23:16:20,916 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 23:16:21,019 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 23:16:21,123 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-30 23:16:21,228 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 23:16:21,332 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 23:16:21,439 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 23:16:21,546 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 23:16:21,654 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 23:16:21,765 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 23:16:21,871 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 23:16:21,977 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 23:16:22,084 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 23:16:22,190 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 23:16:22,296 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 23:16:22,404 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 23:16:22,512 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 23:16:22,621 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 23:16:22,735 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 23:16:22,846 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 23:16:22,957 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 23:16:23,064 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 23:16:23,167 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 23:16:23,269 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-30 23:16:23,373 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.953, mIoU: 0.736
2023-07-30 23:16:23,479 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.953, mIoU: 0.736
2023-07-30 23:16:23,584 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.953, mIoU: 0.736
2023-07-30 23:16:23,689 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.953, mIoU: 0.736
2023-07-30 23:16:23,794 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.953, mIoU: 0.736
2023-07-30 23:16:23,898 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 23:16:24,009 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 23:16:24,115 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 23:16:24,222 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 23:16:24,331 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 23:16:24,439 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 23:16:24,546 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 23:16:24,651 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.953, mIoU: 0.738
2023-07-30 23:16:24,762 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 23:16:24,870 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 23:16:24,981 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 23:16:25,089 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 23:16:25,198 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 23:16:25,309 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 23:16:25,417 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 23:16:25,519 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 23:16:25,624 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 23:16:25,731 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 23:16:25,835 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 23:16:25,941 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 23:16:26,046 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 23:16:26,152 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.953, mIoU: 0.738
2023-07-30 23:16:26,260 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 23:16:26,365 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-30 23:16:26,476 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.953, mIoU: 0.738
2023-07-30 23:16:26,581 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.953, mIoU: 0.738
2023-07-30 23:16:26,684 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.953, mIoU: 0.738
2023-07-30 23:16:26,795 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.953, mIoU: 0.738
2023-07-30 23:16:26,902 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.953, mIoU: 0.738
2023-07-30 23:16:27,008 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.953, mIoU: 0.738
2023-07-30 23:16:27,113 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.953, mIoU: 0.738
2023-07-30 23:16:27,220 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:16:27,326 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:16:27,432 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:16:27,536 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:16:27,642 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:16:27,749 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:16:27,858 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.739
2023-07-30 23:16:27,966 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.739
2023-07-30 23:16:28,071 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.739
2023-07-30 23:16:28,175 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.954, mIoU: 0.739
2023-07-30 23:17:00,068 semantic_segmentation INFO: Iters: 86410/150000 || Lr: 0.009239 || Task Loss: 0.1502 || KD Loss: 0.0354|| 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: 3 days, 9:34:06 || Estimated Time: 2 days, 12:01:36
2023-07-30 23:17:31,442 semantic_segmentation INFO: Iters: 86420/150000 || Lr: 0.009237 || Task Loss: 0.2049 || KD Loss: 0.0716|| 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: 3 days, 9:34:38 || Estimated Time: 2 days, 12:01:01
2023-07-30 23:18:02,873 semantic_segmentation INFO: Iters: 86430/150000 || Lr: 0.009236 || Task Loss: 0.2028 || KD Loss: 0.0644|| 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: 3 days, 9:35:09 || Estimated Time: 2 days, 12:00:25
2023-07-30 23:18:34,226 semantic_segmentation INFO: Iters: 86440/150000 || Lr: 0.009235 || Task Loss: 0.2522 || KD Loss: 0.0997|| 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: 3 days, 9:35:41 || Estimated Time: 2 days, 11:59:49
2023-07-30 23:19:05,688 semantic_segmentation INFO: Iters: 86450/150000 || Lr: 0.009233 || Task Loss: 0.2248 || KD Loss: 0.0771|| 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: 3 days, 9:36:12 || Estimated Time: 2 days, 11:59:13
2023-07-30 23:19:37,090 semantic_segmentation INFO: Iters: 86460/150000 || Lr: 0.009232 || Task Loss: 0.1989 || KD Loss: 0.0436|| 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: 3 days, 9:36:43 || Estimated Time: 2 days, 11:58:37
2023-07-30 23:20:08,535 semantic_segmentation INFO: Iters: 86470/150000 || Lr: 0.009231 || Task Loss: 0.1723 || KD Loss: 0.0386|| 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: 3 days, 9:37:15 || Estimated Time: 2 days, 11:58:01
2023-07-30 23:20:39,956 semantic_segmentation INFO: Iters: 86480/150000 || Lr: 0.009229 || Task Loss: 0.2313 || KD Loss: 0.0544|| 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: 3 days, 9:37:46 || Estimated Time: 2 days, 11:57:25
2023-07-30 23:21:11,447 semantic_segmentation INFO: Iters: 86490/150000 || Lr: 0.009228 || Task Loss: 0.1739 || KD Loss: 0.0417|| 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: 3 days, 9:38:18 || Estimated Time: 2 days, 11:56:50
2023-07-30 23:21:42,847 semantic_segmentation INFO: Iters: 86500/150000 || Lr: 0.009227 || Task Loss: 0.2321 || KD Loss: 0.0568|| 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: 3 days, 9:38:49 || Estimated Time: 2 days, 11:56:14
2023-07-30 23:22:14,318 semantic_segmentation INFO: Iters: 86510/150000 || Lr: 0.009225 || Task Loss: 0.2227 || KD Loss: 0.0466|| 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: 3 days, 9:39:21 || Estimated Time: 2 days, 11:55:38
2023-07-30 23:22:45,734 semantic_segmentation INFO: Iters: 86520/150000 || Lr: 0.009224 || Task Loss: 0.2802 || KD Loss: 0.0787|| 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: 3 days, 9:39:52 || Estimated Time: 2 days, 11:55:02
2023-07-30 23:23:17,199 semantic_segmentation INFO: Iters: 86530/150000 || Lr: 0.009223 || Task Loss: 0.2418 || KD Loss: 0.0584|| 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: 3 days, 9:40:24 || Estimated Time: 2 days, 11:54:26
2023-07-30 23:23:48,690 semantic_segmentation INFO: Iters: 86540/150000 || Lr: 0.009222 || Task Loss: 0.2191 || KD Loss: 0.0452|| 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: 3 days, 9:40:55 || Estimated Time: 2 days, 11:53:50
2023-07-30 23:24:20,111 semantic_segmentation INFO: Iters: 86550/150000 || Lr: 0.009220 || Task Loss: 0.2834 || KD Loss: 0.0483|| 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: 3 days, 9:41:26 || Estimated Time: 2 days, 11:53:15
2023-07-30 23:24:51,582 semantic_segmentation INFO: Iters: 86560/150000 || Lr: 0.009219 || Task Loss: 0.2863 || KD Loss: 0.0568|| 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: 3 days, 9:41:58 || Estimated Time: 2 days, 11:52:39
2023-07-30 23:25:23,017 semantic_segmentation INFO: Iters: 86570/150000 || Lr: 0.009218 || Task Loss: 0.2728 || KD Loss: 0.0692|| 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: 3 days, 9:42:29 || Estimated Time: 2 days, 11:52:03
2023-07-30 23:25:54,477 semantic_segmentation INFO: Iters: 86580/150000 || Lr: 0.009216 || Task Loss: 0.2095 || KD Loss: 0.0597|| 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: 3 days, 9:43:01 || Estimated Time: 2 days, 11:51:27
2023-07-30 23:26:25,915 semantic_segmentation INFO: Iters: 86590/150000 || Lr: 0.009215 || Task Loss: 0.1512 || KD Loss: 0.0409|| 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: 3 days, 9:43:32 || Estimated Time: 2 days, 11:50:51
2023-07-30 23:26:57,422 semantic_segmentation INFO: Iters: 86600/150000 || Lr: 0.009214 || Task Loss: 0.1399 || KD Loss: 0.0337|| 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: 3 days, 9:44:04 || Estimated Time: 2 days, 11:50:15
2023-07-30 23:27:28,876 semantic_segmentation INFO: Iters: 86610/150000 || Lr: 0.009212 || Task Loss: 0.1937 || KD Loss: 0.0473|| 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: 3 days, 9:44:35 || Estimated Time: 2 days, 11:49:40
2023-07-30 23:28:00,343 semantic_segmentation INFO: Iters: 86620/150000 || Lr: 0.009211 || Task Loss: 0.1515 || KD Loss: 0.0335|| 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: 3 days, 9:45:07 || Estimated Time: 2 days, 11:49:04
2023-07-30 23:28:31,840 semantic_segmentation INFO: Iters: 86630/150000 || Lr: 0.009210 || Task Loss: 0.2328 || KD Loss: 0.0586|| 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: 3 days, 9:45:38 || Estimated Time: 2 days, 11:48:28
2023-07-30 23:29:03,281 semantic_segmentation INFO: Iters: 86640/150000 || Lr: 0.009208 || Task Loss: 0.2100 || KD Loss: 0.0431|| 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: 3 days, 9:46:10 || Estimated Time: 2 days, 11:47:52
2023-07-30 23:29:34,779 semantic_segmentation INFO: Iters: 86650/150000 || Lr: 0.009207 || Task Loss: 0.2532 || KD Loss: 0.0765|| 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: 3 days, 9:46:41 || Estimated Time: 2 days, 11:47:16
2023-07-30 23:30:06,235 semantic_segmentation INFO: Iters: 86660/150000 || Lr: 0.009206 || Task Loss: 0.2495 || KD Loss: 0.0641|| 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: 3 days, 9:47:13 || Estimated Time: 2 days, 11:46:41
2023-07-30 23:30:37,717 semantic_segmentation INFO: Iters: 86670/150000 || Lr: 0.009205 || Task Loss: 0.1791 || KD Loss: 0.0393|| 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: 3 days, 9:47:44 || Estimated Time: 2 days, 11:46:05
2023-07-30 23:31:09,251 semantic_segmentation INFO: Iters: 86680/150000 || Lr: 0.009203 || Task Loss: 0.1494 || KD Loss: 0.0328|| 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: 3 days, 9:48:16 || Estimated Time: 2 days, 11:45:29
2023-07-30 23:31:40,720 semantic_segmentation INFO: Iters: 86690/150000 || Lr: 0.009202 || Task Loss: 0.2070 || KD Loss: 0.0733|| 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: 3 days, 9:48:47 || Estimated Time: 2 days, 11:44:53
2023-07-30 23:32:12,154 semantic_segmentation INFO: Iters: 86700/150000 || Lr: 0.009201 || Task Loss: 0.1957 || KD Loss: 0.0361|| 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: 3 days, 9:49:19 || Estimated Time: 2 days, 11:44:17
2023-07-30 23:32:43,589 semantic_segmentation INFO: Iters: 86710/150000 || Lr: 0.009199 || Task Loss: 0.1555 || KD Loss: 0.0319|| 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: 3 days, 9:49:50 || Estimated Time: 2 days, 11:43:42
2023-07-30 23:33:15,067 semantic_segmentation INFO: Iters: 86720/150000 || Lr: 0.009198 || Task Loss: 0.2526 || KD Loss: 0.0686|| 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: 3 days, 9:50:21 || Estimated Time: 2 days, 11:43:06
2023-07-30 23:33:46,523 semantic_segmentation INFO: Iters: 86730/150000 || Lr: 0.009197 || Task Loss: 0.1594 || KD Loss: 0.0293|| 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: 3 days, 9:50:53 || Estimated Time: 2 days, 11:42:30
2023-07-30 23:34:18,012 semantic_segmentation INFO: Iters: 86740/150000 || Lr: 0.009195 || Task Loss: 0.2071 || KD Loss: 0.0495|| 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: 3 days, 9:51:24 || Estimated Time: 2 days, 11:41:54
2023-07-30 23:34:49,438 semantic_segmentation INFO: Iters: 86750/150000 || Lr: 0.009194 || Task Loss: 0.4082 || KD Loss: 0.1265|| 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: 3 days, 9:51:56 || Estimated Time: 2 days, 11:41:18
2023-07-30 23:35:20,929 semantic_segmentation INFO: Iters: 86760/150000 || Lr: 0.009193 || Task Loss: 0.1877 || KD Loss: 0.0714|| 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: 3 days, 9:52:27 || Estimated Time: 2 days, 11:40:43
2023-07-30 23:35:52,423 semantic_segmentation INFO: Iters: 86770/150000 || Lr: 0.009191 || Task Loss: 0.2233 || KD Loss: 0.0457|| 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: 3 days, 9:52:59 || Estimated Time: 2 days, 11:40:07
2023-07-30 23:36:23,908 semantic_segmentation INFO: Iters: 86780/150000 || Lr: 0.009190 || Task Loss: 0.1906 || KD Loss: 0.0365|| 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: 3 days, 9:53:30 || Estimated Time: 2 days, 11:39:31
2023-07-30 23:36:55,344 semantic_segmentation INFO: Iters: 86790/150000 || Lr: 0.009189 || Task Loss: 0.1473 || KD Loss: 0.0537|| 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: 3 days, 9:54:02 || Estimated Time: 2 days, 11:38:55
2023-07-30 23:37:26,743 semantic_segmentation INFO: Iters: 86800/150000 || Lr: 0.009188 || Task Loss: 0.2417 || KD Loss: 0.0542|| 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: 3 days, 9:54:33 || Estimated Time: 2 days, 11:38:19
2023-07-30 23:37:58,227 semantic_segmentation INFO: Iters: 86810/150000 || Lr: 0.009186 || Task Loss: 0.1609 || KD Loss: 0.0327|| 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 days, 9:55:05 || Estimated Time: 2 days, 11:37:44
2023-07-30 23:38:29,681 semantic_segmentation INFO: Iters: 86820/150000 || Lr: 0.009185 || Task Loss: 0.2093 || KD Loss: 0.0551|| 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: 3 days, 9:55:36 || Estimated Time: 2 days, 11:37:08
2023-07-30 23:39:01,141 semantic_segmentation INFO: Iters: 86830/150000 || Lr: 0.009184 || Task Loss: 0.1789 || KD Loss: 0.0413|| 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: 3 days, 9:56:07 || Estimated Time: 2 days, 11:36:32
2023-07-30 23:39:32,583 semantic_segmentation INFO: Iters: 86840/150000 || Lr: 0.009182 || Task Loss: 0.2008 || KD Loss: 0.0404|| 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: 3 days, 9:56:39 || Estimated Time: 2 days, 11:35:56
2023-07-30 23:40:04,061 semantic_segmentation INFO: Iters: 86850/150000 || Lr: 0.009181 || Task Loss: 0.1474 || KD Loss: 0.0545|| 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: 3 days, 9:57:10 || Estimated Time: 2 days, 11:35:20
2023-07-30 23:40:35,535 semantic_segmentation INFO: Iters: 86860/150000 || Lr: 0.009180 || Task Loss: 0.1732 || KD Loss: 0.0578|| 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: 3 days, 9:57:42 || Estimated Time: 2 days, 11:34:45
2023-07-30 23:41:06,978 semantic_segmentation INFO: Iters: 86870/150000 || Lr: 0.009178 || Task Loss: 0.2017 || KD Loss: 0.0399|| 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: 3 days, 9:58:13 || Estimated Time: 2 days, 11:34:09
2023-07-30 23:41:38,455 semantic_segmentation INFO: Iters: 86880/150000 || Lr: 0.009177 || Task Loss: 0.1703 || KD Loss: 0.0403|| 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: 3 days, 9:58:45 || Estimated Time: 2 days, 11:33:33
2023-07-30 23:42:09,908 semantic_segmentation INFO: Iters: 86890/150000 || Lr: 0.009176 || Task Loss: 0.1550 || KD Loss: 0.0457|| 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: 3 days, 9:59:16 || Estimated Time: 2 days, 11:32:57
2023-07-30 23:42:41,325 semantic_segmentation INFO: Iters: 86900/150000 || Lr: 0.009174 || Task Loss: 0.1949 || KD Loss: 0.0358|| 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: 3 days, 9:59:48 || Estimated Time: 2 days, 11:32:21
2023-07-30 23:43:12,784 semantic_segmentation INFO: Iters: 86910/150000 || Lr: 0.009173 || Task Loss: 0.1764 || KD Loss: 0.0421|| 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: 3 days, 10:00:19 || Estimated Time: 2 days, 11:31:46
2023-07-30 23:43:44,227 semantic_segmentation INFO: Iters: 86920/150000 || Lr: 0.009172 || Task Loss: 0.2238 || KD Loss: 0.0442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1318|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 10:00:51 || Estimated Time: 2 days, 11:31:10
2023-07-30 23:44:15,662 semantic_segmentation INFO: Iters: 86930/150000 || Lr: 0.009171 || Task Loss: 0.2192 || KD Loss: 0.0723|| 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: 3 days, 10:01:22 || Estimated Time: 2 days, 11:30:34
2023-07-30 23:44:47,115 semantic_segmentation INFO: Iters: 86940/150000 || Lr: 0.009169 || Task Loss: 0.1800 || KD Loss: 0.0424|| 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: 3 days, 10:01:53 || Estimated Time: 2 days, 11:29:58
2023-07-30 23:45:18,646 semantic_segmentation INFO: Iters: 86950/150000 || Lr: 0.009168 || Task Loss: 0.1710 || KD Loss: 0.0303|| 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: 3 days, 10:02:25 || Estimated Time: 2 days, 11:29:22
2023-07-30 23:45:50,097 semantic_segmentation INFO: Iters: 86960/150000 || Lr: 0.009167 || Task Loss: 0.1497 || KD Loss: 0.0352|| 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: 3 days, 10:02:56 || Estimated Time: 2 days, 11:28:47
2023-07-30 23:46:21,571 semantic_segmentation INFO: Iters: 86970/150000 || Lr: 0.009165 || Task Loss: 0.1743 || KD Loss: 0.0351|| 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: 3 days, 10:03:28 || Estimated Time: 2 days, 11:28:11
2023-07-30 23:46:52,996 semantic_segmentation INFO: Iters: 86980/150000 || Lr: 0.009164 || Task Loss: 0.1927 || KD Loss: 0.0528|| 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: 3 days, 10:03:59 || Estimated Time: 2 days, 11:27:35
2023-07-30 23:47:24,484 semantic_segmentation INFO: Iters: 86990/150000 || Lr: 0.009163 || Task Loss: 0.1808 || KD Loss: 0.0550|| 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: 3 days, 10:04:31 || Estimated Time: 2 days, 11:26:59
2023-07-30 23:47:55,905 semantic_segmentation INFO: Iters: 87000/150000 || Lr: 0.009161 || Task Loss: 0.1539 || KD Loss: 0.0415|| 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: 3 days, 10:05:02 || Estimated Time: 2 days, 11:26:23
2023-07-30 23:48:27,417 semantic_segmentation INFO: Iters: 87010/150000 || Lr: 0.009160 || Task Loss: 0.3011 || KD Loss: 0.0725|| 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: 3 days, 10:05:34 || Estimated Time: 2 days, 11:25:48
2023-07-30 23:48:58,895 semantic_segmentation INFO: Iters: 87020/150000 || Lr: 0.009159 || Task Loss: 0.2005 || KD Loss: 0.0415|| 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: 3 days, 10:06:05 || Estimated Time: 2 days, 11:25:12
2023-07-30 23:49:30,362 semantic_segmentation INFO: Iters: 87030/150000 || Lr: 0.009157 || Task Loss: 0.1983 || KD Loss: 0.0671|| 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: 3 days, 10:06:37 || Estimated Time: 2 days, 11:24:36
2023-07-30 23:50:01,888 semantic_segmentation INFO: Iters: 87040/150000 || Lr: 0.009156 || Task Loss: 0.1585 || KD Loss: 0.0461|| 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: 3 days, 10:07:08 || Estimated Time: 2 days, 11:24:00
2023-07-30 23:50:33,351 semantic_segmentation INFO: Iters: 87050/150000 || Lr: 0.009155 || Task Loss: 0.2057 || KD Loss: 0.0472|| 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: 3 days, 10:07:40 || Estimated Time: 2 days, 11:23:25
2023-07-30 23:51:04,853 semantic_segmentation INFO: Iters: 87060/150000 || Lr: 0.009154 || Task Loss: 0.2351 || KD Loss: 0.1096|| 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: 3 days, 10:08:11 || Estimated Time: 2 days, 11:22:49
2023-07-30 23:51:36,265 semantic_segmentation INFO: Iters: 87070/150000 || Lr: 0.009152 || Task Loss: 0.2269 || KD Loss: 0.0681|| 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: 3 days, 10:08:43 || Estimated Time: 2 days, 11:22:13
2023-07-30 23:52:07,748 semantic_segmentation INFO: Iters: 87080/150000 || Lr: 0.009151 || Task Loss: 0.2508 || KD Loss: 0.0730|| 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: 3 days, 10:09:14 || Estimated Time: 2 days, 11:21:37
2023-07-30 23:52:39,160 semantic_segmentation INFO: Iters: 87090/150000 || Lr: 0.009150 || Task Loss: 0.1623 || KD Loss: 0.0306|| 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: 3 days, 10:09:46 || Estimated Time: 2 days, 11:21:02
2023-07-30 23:53:10,606 semantic_segmentation INFO: Iters: 87100/150000 || Lr: 0.009148 || Task Loss: 0.1464 || KD Loss: 0.0575|| 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: 3 days, 10:10:17 || Estimated Time: 2 days, 11:20:26
2023-07-30 23:53:42,026 semantic_segmentation INFO: Iters: 87110/150000 || Lr: 0.009147 || Task Loss: 0.1369 || KD Loss: 0.0248|| 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: 3 days, 10:10:48 || Estimated Time: 2 days, 11:19:50
2023-07-30 23:54:13,390 semantic_segmentation INFO: Iters: 87120/150000 || Lr: 0.009146 || Task Loss: 0.1809 || KD Loss: 0.0400|| 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: 3 days, 10:11:20 || Estimated Time: 2 days, 11:19:14
2023-07-30 23:54:44,817 semantic_segmentation INFO: Iters: 87130/150000 || Lr: 0.009144 || Task Loss: 0.1513 || KD Loss: 0.0344|| 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: 3 days, 10:11:51 || Estimated Time: 2 days, 11:18:38
2023-07-30 23:55:16,263 semantic_segmentation INFO: Iters: 87140/150000 || Lr: 0.009143 || Task Loss: 0.2061 || KD Loss: 0.0611|| 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: 3 days, 10:12:23 || Estimated Time: 2 days, 11:18:03
2023-07-30 23:55:47,729 semantic_segmentation INFO: Iters: 87150/150000 || Lr: 0.009142 || Task Loss: 0.1568 || KD Loss: 0.0363|| 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: 3 days, 10:12:54 || Estimated Time: 2 days, 11:17:27
2023-07-30 23:56:19,212 semantic_segmentation INFO: Iters: 87160/150000 || Lr: 0.009140 || Task Loss: 0.1989 || KD Loss: 0.0371|| 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: 3 days, 10:13:26 || Estimated Time: 2 days, 11:16:51
2023-07-30 23:56:50,598 semantic_segmentation INFO: Iters: 87170/150000 || Lr: 0.009139 || Task Loss: 0.1526 || KD Loss: 0.0422|| 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: 3 days, 10:13:57 || Estimated Time: 2 days, 11:16:15
2023-07-30 23:57:22,083 semantic_segmentation INFO: Iters: 87180/150000 || Lr: 0.009138 || Task Loss: 0.2681 || KD Loss: 0.0679|| 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: 3 days, 10:14:28 || Estimated Time: 2 days, 11:15:39
2023-07-30 23:57:53,507 semantic_segmentation INFO: Iters: 87190/150000 || Lr: 0.009137 || Task Loss: 0.2458 || KD Loss: 0.0413|| 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: 3 days, 10:15:00 || Estimated Time: 2 days, 11:15:04
2023-07-30 23:58:24,972 semantic_segmentation INFO: Iters: 87200/150000 || Lr: 0.009135 || Task Loss: 0.1801 || KD Loss: 0.0418|| 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: 3 days, 10:15:31 || Estimated Time: 2 days, 11:14:28
2023-07-30 23:58:25,041 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-30 23:58:25,936 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.407
2023-07-30 23:58:26,046 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.502
2023-07-30 23:58:26,152 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.512
2023-07-30 23:58:26,256 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.539
2023-07-30 23:58:26,358 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.532
2023-07-30 23:58:26,465 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.535
2023-07-30 23:58:26,571 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.574
2023-07-30 23:58:26,676 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.617
2023-07-30 23:58:26,784 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.663
2023-07-30 23:58:26,892 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.717
2023-07-30 23:58:27,000 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.718
2023-07-30 23:58:27,109 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.730
2023-07-30 23:58:27,216 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.732
2023-07-30 23:58:27,322 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.716
2023-07-30 23:58:27,431 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.720
2023-07-30 23:58:27,536 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.712
2023-07-30 23:58:27,646 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.715
2023-07-30 23:58:27,753 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.717
2023-07-30 23:58:27,860 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.720
2023-07-30 23:58:27,966 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.728
2023-07-30 23:58:28,076 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.728
2023-07-30 23:58:28,179 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.951, mIoU: 0.711
2023-07-30 23:58:28,284 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.710
2023-07-30 23:58:28,388 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.719
2023-07-30 23:58:28,492 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-30 23:58:28,597 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.737
2023-07-30 23:58:28,704 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-30 23:58:28,809 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-30 23:58:28,917 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-30 23:58:29,020 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.728
2023-07-30 23:58:29,130 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.727
2023-07-30 23:58:29,235 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-30 23:58:29,346 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-30 23:58:29,451 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-30 23:58:29,559 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-30 23:58:29,664 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-30 23:58:29,770 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-30 23:58:29,876 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-30 23:58:29,982 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-30 23:58:30,091 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-30 23:58:30,201 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.947, mIoU: 0.712
2023-07-30 23:58:30,309 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-30 23:58:30,418 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-30 23:58:30,524 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.714
2023-07-30 23:58:30,632 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.949, mIoU: 0.713
2023-07-30 23:58:30,735 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.949, mIoU: 0.714
2023-07-30 23:58:30,839 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.950, mIoU: 0.714
2023-07-30 23:58:30,942 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.950, mIoU: 0.713
2023-07-30 23:58:31,044 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.716
2023-07-30 23:58:31,152 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.718
2023-07-30 23:58:31,256 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.718
2023-07-30 23:58:31,358 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-30 23:58:31,461 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-30 23:58:31,566 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-30 23:58:31,669 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-30 23:58:31,774 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-30 23:58:31,878 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-30 23:58:31,980 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-30 23:58:32,083 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.947, mIoU: 0.728
2023-07-30 23:58:32,189 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.947, mIoU: 0.726
2023-07-30 23:58:32,293 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.947, mIoU: 0.729
2023-07-30 23:58:32,397 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.947, mIoU: 0.731
2023-07-30 23:58:32,500 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-30 23:58:32,602 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-30 23:58:32,709 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.947, mIoU: 0.735
2023-07-30 23:58:32,815 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.947, mIoU: 0.736
2023-07-30 23:58:32,923 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.946, mIoU: 0.735
2023-07-30 23:58:33,035 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.946, mIoU: 0.735
2023-07-30 23:58:33,141 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.946, mIoU: 0.734
2023-07-30 23:58:33,245 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.946, mIoU: 0.734
2023-07-30 23:58:33,352 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.946, mIoU: 0.734
2023-07-30 23:58:33,459 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.946, mIoU: 0.734
2023-07-30 23:58:33,565 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.946, mIoU: 0.733
2023-07-30 23:58:33,671 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-30 23:58:33,779 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.946, mIoU: 0.733
2023-07-30 23:58:33,885 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.946, mIoU: 0.733
2023-07-30 23:58:33,993 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-30 23:58:34,099 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-30 23:58:34,210 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.947, mIoU: 0.732
2023-07-30 23:58:34,320 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-30 23:58:34,427 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.947, mIoU: 0.735
2023-07-30 23:58:34,533 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.947, mIoU: 0.735
2023-07-30 23:58:34,637 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.947, mIoU: 0.735
2023-07-30 23:58:34,740 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.946, mIoU: 0.733
2023-07-30 23:58:34,844 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.944, mIoU: 0.728
2023-07-30 23:58:34,946 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.944, mIoU: 0.729
2023-07-30 23:58:35,050 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.944, mIoU: 0.728
2023-07-30 23:58:35,152 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.944, mIoU: 0.728
2023-07-30 23:58:35,257 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.944, mIoU: 0.728
2023-07-30 23:58:35,360 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.944, mIoU: 0.728
2023-07-30 23:58:35,464 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.945, mIoU: 0.729
2023-07-30 23:58:35,566 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.944, mIoU: 0.734
2023-07-30 23:58:35,669 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.944, mIoU: 0.734
2023-07-30 23:58:35,775 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.945, mIoU: 0.734
2023-07-30 23:58:35,878 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.945, mIoU: 0.734
2023-07-30 23:58:35,984 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.945, mIoU: 0.734
2023-07-30 23:58:36,092 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.945, mIoU: 0.735
2023-07-30 23:58:36,200 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.945, mIoU: 0.735
2023-07-30 23:58:36,310 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.945, mIoU: 0.735
2023-07-30 23:58:36,416 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.944, mIoU: 0.735
2023-07-30 23:58:36,521 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.943, mIoU: 0.735
2023-07-30 23:58:36,625 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.943, mIoU: 0.733
2023-07-30 23:58:36,732 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-30 23:58:36,837 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-30 23:58:36,945 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-30 23:58:37,052 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-30 23:58:37,159 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-30 23:58:37,271 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.944, mIoU: 0.733
2023-07-30 23:58:37,378 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.944, mIoU: 0.732
2023-07-30 23:58:37,488 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-30 23:58:37,596 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-30 23:58:37,700 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.943, mIoU: 0.731
2023-07-30 23:58:37,805 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.943, mIoU: 0.731
2023-07-30 23:58:37,908 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.943, mIoU: 0.731
2023-07-30 23:58:38,011 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.943, mIoU: 0.730
2023-07-30 23:58:38,113 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.943, mIoU: 0.730
2023-07-30 23:58:38,219 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-30 23:58:38,323 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-30 23:58:38,428 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-30 23:58:38,532 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-30 23:58:38,636 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-30 23:58:38,739 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.943, mIoU: 0.731
2023-07-30 23:58:38,845 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.943, mIoU: 0.731
2023-07-30 23:58:38,949 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-30 23:58:39,058 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.943, mIoU: 0.734
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2023-07-30 23:58:59,487 semantic_segmentation INFO: Sample: 318, Validation pixAcc: 0.948, mIoU: 0.729
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2023-07-30 23:58:59,707 semantic_segmentation INFO: Sample: 320, Validation pixAcc: 0.948, mIoU: 0.728
2023-07-30 23:58:59,816 semantic_segmentation INFO: Sample: 321, Validation pixAcc: 0.948, mIoU: 0.728
2023-07-30 23:58:59,927 semantic_segmentation INFO: Sample: 322, Validation pixAcc: 0.948, mIoU: 0.728
2023-07-30 23:59:00,035 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.947, mIoU: 0.728
2023-07-30 23:59:00,145 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.947, mIoU: 0.728
2023-07-30 23:59:00,248 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.947, mIoU: 0.728
2023-07-30 23:59:00,355 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.947, mIoU: 0.728
2023-07-30 23:59:00,463 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.947, mIoU: 0.729
2023-07-30 23:59:00,575 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.948, mIoU: 0.729
2023-07-30 23:59:00,689 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.948, mIoU: 0.729
2023-07-30 23:59:00,796 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.948, mIoU: 0.729
2023-07-30 23:59:00,901 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.948, mIoU: 0.730
2023-07-30 23:59:01,012 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.948, mIoU: 0.730
2023-07-30 23:59:01,121 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.948, mIoU: 0.729
2023-07-30 23:59:01,229 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.948, mIoU: 0.730
2023-07-30 23:59:01,339 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.948, mIoU: 0.730
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2023-07-30 23:59:01,765 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-30 23:59:01,870 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-30 23:59:01,976 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-30 23:59:02,080 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.949, mIoU: 0.731
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2023-07-30 23:59:02,606 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.949, mIoU: 0.732
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2023-07-30 23:59:02,922 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.949, mIoU: 0.732
2023-07-30 23:59:03,029 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.949, mIoU: 0.732
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2023-07-30 23:59:03,901 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.949, mIoU: 0.732
2023-07-30 23:59:04,008 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.950, mIoU: 0.732
2023-07-30 23:59:04,111 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.949, mIoU: 0.732
2023-07-30 23:59:04,217 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.950, mIoU: 0.732
2023-07-30 23:59:04,320 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.950, mIoU: 0.733
2023-07-30 23:59:04,426 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.950, mIoU: 0.733
2023-07-30 23:59:04,531 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.950, mIoU: 0.733
2023-07-30 23:59:04,634 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.950, mIoU: 0.733
2023-07-30 23:59:04,737 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.950, mIoU: 0.733
2023-07-30 23:59:04,841 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-30 23:59:04,946 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.950, mIoU: 0.734
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2023-07-30 23:59:05,891 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-30 23:59:05,998 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.950, mIoU: 0.735
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2023-07-30 23:59:06,214 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.951, mIoU: 0.735
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2023-07-30 23:59:06,645 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-30 23:59:06,753 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-30 23:59:06,862 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-30 23:59:06,971 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.951, mIoU: 0.736
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2023-07-30 23:59:07,289 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-30 23:59:07,394 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.951, mIoU: 0.737
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2023-07-30 23:59:07,713 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.951, mIoU: 0.737
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2023-07-30 23:59:07,924 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-30 23:59:08,028 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-30 23:59:08,134 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-30 23:59:08,239 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-30 23:59:08,344 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.952, mIoU: 0.737
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2023-07-30 23:59:08,678 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-30 23:59:08,783 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-30 23:59:08,891 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-30 23:59:09,002 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-30 23:59:09,115 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-30 23:59:09,226 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-30 23:59:09,335 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-30 23:59:09,444 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-30 23:59:09,549 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.952, mIoU: 0.738
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2023-07-30 23:59:09,762 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-30 23:59:09,867 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-30 23:59:09,976 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-30 23:59:10,083 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-30 23:59:10,189 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-30 23:59:10,295 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-30 23:59:10,405 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-30 23:59:10,515 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-30 23:59:10,619 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-30 23:59:10,725 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:59:10,834 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:59:10,942 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:59:11,050 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:59:11,156 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:59:11,266 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:59:11,377 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:59:11,485 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:59:11,594 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:59:11,698 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:59:11,806 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:59:11,910 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:59:12,013 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:59:12,117 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:59:12,220 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:59:12,324 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:59:12,431 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:59:12,536 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:59:12,641 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:59:12,745 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:59:12,849 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:59:12,954 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:59:13,060 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-30 23:59:13,166 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:59:13,273 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-30 23:59:13,384 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.954, mIoU: 0.740
2023-07-30 23:59:13,489 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.954, mIoU: 0.740
2023-07-30 23:59:13,595 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.954, mIoU: 0.740
2023-07-30 23:59:13,703 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.954, mIoU: 0.740
2023-07-30 23:59:13,818 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.954, mIoU: 0.739
2023-07-30 23:59:13,925 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.954, mIoU: 0.739
2023-07-30 23:59:14,034 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.954, mIoU: 0.739
2023-07-30 23:59:14,142 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.954, mIoU: 0.740
2023-07-30 23:59:14,253 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.954, mIoU: 0.740
2023-07-30 23:59:14,358 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.954, mIoU: 0.740
2023-07-30 23:59:14,464 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.954, mIoU: 0.740
2023-07-30 23:59:14,569 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.954, mIoU: 0.740
2023-07-30 23:59:14,669 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 23:59:14,773 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 23:59:14,878 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 23:59:14,984 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 23:59:15,089 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 23:59:15,193 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 23:59:15,297 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 23:59:15,400 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-30 23:59:15,505 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 23:59:15,610 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 23:59:15,715 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 23:59:15,823 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 23:59:15,929 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 23:59:16,036 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.954, mIoU: 0.741
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2023-07-30 23:59:16,249 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 23:59:16,355 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 23:59:16,462 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 23:59:16,570 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 23:59:16,676 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 23:59:16,782 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 23:59:16,891 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 23:59:16,999 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 23:59:17,107 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 23:59:17,212 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 23:59:17,316 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.955, mIoU: 0.741
2023-07-30 23:59:17,419 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-30 23:59:17,522 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-30 23:59:17,625 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-30 23:59:17,728 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.955, mIoU: 0.742
2023-07-30 23:59:17,832 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.955, mIoU: 0.742
2023-07-30 23:59:17,936 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.955, mIoU: 0.742
2023-07-30 23:59:18,039 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.955, mIoU: 0.742
2023-07-30 23:59:18,141 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.955, mIoU: 0.742
2023-07-30 23:59:18,243 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.955, mIoU: 0.742
2023-07-30 23:59:18,346 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.955, mIoU: 0.742
2023-07-30 23:59:18,450 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.955, mIoU: 0.742
2023-07-30 23:59:18,552 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.955, mIoU: 0.742
2023-07-30 23:59:18,654 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.955, mIoU: 0.742
2023-07-30 23:59:18,757 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.955, mIoU: 0.742
2023-07-30 23:59:18,861 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.955, mIoU: 0.742
2023-07-30 23:59:50,771 semantic_segmentation INFO: Iters: 87210/150000 || Lr: 0.009134 || Task Loss: 0.1827 || KD Loss: 0.0610|| 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: 3 days, 10:16:57 || Estimated Time: 2 days, 11:14:31
2023-07-31 00:00:22,118 semantic_segmentation INFO: Iters: 87220/150000 || Lr: 0.009133 || Task Loss: 0.1640 || KD Loss: 0.0422|| 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: 3 days, 10:17:28 || Estimated Time: 2 days, 11:13:55
2023-07-31 00:00:53,498 semantic_segmentation INFO: Iters: 87230/150000 || Lr: 0.009131 || Task Loss: 0.1809 || KD Loss: 0.0615|| 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: 3 days, 10:18:00 || Estimated Time: 2 days, 11:13:20
2023-07-31 00:01:24,880 semantic_segmentation INFO: Iters: 87240/150000 || Lr: 0.009130 || Task Loss: 0.1670 || KD Loss: 0.0504|| 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: 3 days, 10:18:31 || Estimated Time: 2 days, 11:12:44
2023-07-31 00:01:56,309 semantic_segmentation INFO: Iters: 87250/150000 || Lr: 0.009129 || Task Loss: 0.2980 || KD Loss: 0.0849|| 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: 3 days, 10:19:03 || Estimated Time: 2 days, 11:12:08
2023-07-31 00:02:27,703 semantic_segmentation INFO: Iters: 87260/150000 || Lr: 0.009127 || Task Loss: 0.1892 || KD Loss: 0.0561|| 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: 3 days, 10:19:34 || Estimated Time: 2 days, 11:11:32
2023-07-31 00:02:59,187 semantic_segmentation INFO: Iters: 87270/150000 || Lr: 0.009126 || Task Loss: 0.1724 || KD Loss: 0.0379|| 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: 3 days, 10:20:06 || Estimated Time: 2 days, 11:10:56
2023-07-31 00:03:30,640 semantic_segmentation INFO: Iters: 87280/150000 || Lr: 0.009125 || Task Loss: 0.1257 || KD Loss: 0.0329|| 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: 3 days, 10:20:37 || Estimated Time: 2 days, 11:10:21
2023-07-31 00:04:02,102 semantic_segmentation INFO: Iters: 87290/150000 || Lr: 0.009123 || Task Loss: 0.1814 || KD Loss: 0.0472|| 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: 3 days, 10:21:08 || Estimated Time: 2 days, 11:09:45
2023-07-31 00:04:33,587 semantic_segmentation INFO: Iters: 87300/150000 || Lr: 0.009122 || Task Loss: 0.1634 || KD Loss: 0.0381|| 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: 3 days, 10:21:40 || Estimated Time: 2 days, 11:09:09
2023-07-31 00:05:05,068 semantic_segmentation INFO: Iters: 87310/150000 || Lr: 0.009121 || Task Loss: 0.2358 || KD Loss: 0.0449|| 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: 3 days, 10:22:11 || Estimated Time: 2 days, 11:08:33
2023-07-31 00:05:36,534 semantic_segmentation INFO: Iters: 87320/150000 || Lr: 0.009119 || Task Loss: 0.1827 || KD Loss: 0.0493|| 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: 3 days, 10:22:43 || Estimated Time: 2 days, 11:07:58
2023-07-31 00:06:08,033 semantic_segmentation INFO: Iters: 87330/150000 || Lr: 0.009118 || Task Loss: 0.2325 || KD Loss: 0.0633|| 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: 3 days, 10:23:14 || Estimated Time: 2 days, 11:07:22
2023-07-31 00:06:39,466 semantic_segmentation INFO: Iters: 87340/150000 || Lr: 0.009117 || Task Loss: 0.1484 || KD Loss: 0.0367|| 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: 3 days, 10:23:46 || Estimated Time: 2 days, 11:06:46
2023-07-31 00:07:10,973 semantic_segmentation INFO: Iters: 87350/150000 || Lr: 0.009116 || Task Loss: 0.2174 || KD Loss: 0.0582|| 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: 3 days, 10:24:17 || Estimated Time: 2 days, 11:06:10
2023-07-31 00:07:42,447 semantic_segmentation INFO: Iters: 87360/150000 || Lr: 0.009114 || Task Loss: 0.2091 || KD Loss: 0.0410|| 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: 3 days, 10:24:49 || Estimated Time: 2 days, 11:05:35
2023-07-31 00:08:13,915 semantic_segmentation INFO: Iters: 87370/150000 || Lr: 0.009113 || Task Loss: 0.2099 || KD Loss: 0.0498|| 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: 3 days, 10:25:20 || Estimated Time: 2 days, 11:04:59
2023-07-31 00:08:45,387 semantic_segmentation INFO: Iters: 87380/150000 || Lr: 0.009112 || Task Loss: 0.1235 || KD Loss: 0.0385|| 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: 3 days, 10:25:52 || Estimated Time: 2 days, 11:04:23
2023-07-31 00:09:16,884 semantic_segmentation INFO: Iters: 87390/150000 || Lr: 0.009110 || Task Loss: 0.2077 || KD Loss: 0.0401|| 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: 3 days, 10:26:23 || Estimated Time: 2 days, 11:03:47
2023-07-31 00:09:48,376 semantic_segmentation INFO: Iters: 87400/150000 || Lr: 0.009109 || Task Loss: 0.2058 || KD Loss: 0.0763|| 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: 3 days, 10:26:55 || Estimated Time: 2 days, 11:03:12
2023-07-31 00:10:19,867 semantic_segmentation INFO: Iters: 87410/150000 || Lr: 0.009108 || Task Loss: 0.1659 || KD Loss: 0.0363|| 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: 3 days, 10:27:26 || Estimated Time: 2 days, 11:02:36
2023-07-31 00:10:51,344 semantic_segmentation INFO: Iters: 87420/150000 || Lr: 0.009106 || Task Loss: 0.1768 || KD Loss: 0.0516|| 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: 3 days, 10:27:58 || Estimated Time: 2 days, 11:02:00
2023-07-31 00:11:22,801 semantic_segmentation INFO: Iters: 87430/150000 || Lr: 0.009105 || Task Loss: 0.1766 || KD Loss: 0.0387|| 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 days, 10:28:29 || Estimated Time: 2 days, 11:01:25
2023-07-31 00:11:54,290 semantic_segmentation INFO: Iters: 87440/150000 || Lr: 0.009104 || Task Loss: 0.2299 || KD Loss: 0.0915|| 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: 3 days, 10:29:01 || Estimated Time: 2 days, 11:00:49
2023-07-31 00:12:25,762 semantic_segmentation INFO: Iters: 87450/150000 || Lr: 0.009102 || Task Loss: 0.3262 || KD Loss: 0.1326|| 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 days, 10:29:32 || Estimated Time: 2 days, 11:00:13
2023-07-31 00:12:57,233 semantic_segmentation INFO: Iters: 87460/150000 || Lr: 0.009101 || Task Loss: 0.1638 || KD Loss: 0.0416|| 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: 3 days, 10:30:04 || Estimated Time: 2 days, 10:59:37
2023-07-31 00:13:28,801 semantic_segmentation INFO: Iters: 87470/150000 || Lr: 0.009100 || Task Loss: 0.1792 || KD Loss: 0.0500|| 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: 3 days, 10:30:35 || Estimated Time: 2 days, 10:59:02
2023-07-31 00:14:00,309 semantic_segmentation INFO: Iters: 87480/150000 || Lr: 0.009099 || Task Loss: 0.1989 || KD Loss: 0.0497|| 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: 3 days, 10:31:07 || Estimated Time: 2 days, 10:58:26
2023-07-31 00:14:31,826 semantic_segmentation INFO: Iters: 87490/150000 || Lr: 0.009097 || Task Loss: 0.2013 || KD Loss: 0.0600|| 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: 3 days, 10:31:38 || Estimated Time: 2 days, 10:57:50
2023-07-31 00:15:03,281 semantic_segmentation INFO: Iters: 87500/150000 || Lr: 0.009096 || Task Loss: 0.1326 || KD Loss: 0.0644|| 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: 3 days, 10:32:10 || Estimated Time: 2 days, 10:57:15
2023-07-31 00:15:34,812 semantic_segmentation INFO: Iters: 87510/150000 || Lr: 0.009095 || Task Loss: 0.1444 || KD Loss: 0.0413|| 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: 3 days, 10:32:41 || Estimated Time: 2 days, 10:56:39
2023-07-31 00:16:06,284 semantic_segmentation INFO: Iters: 87520/150000 || Lr: 0.009093 || Task Loss: 0.3428 || KD Loss: 0.0617|| 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: 3 days, 10:33:13 || Estimated Time: 2 days, 10:56:03
2023-07-31 00:16:37,814 semantic_segmentation INFO: Iters: 87530/150000 || Lr: 0.009092 || Task Loss: 0.1996 || KD Loss: 0.0464|| 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: 3 days, 10:33:44 || Estimated Time: 2 days, 10:55:27
2023-07-31 00:17:09,311 semantic_segmentation INFO: Iters: 87540/150000 || Lr: 0.009091 || Task Loss: 0.2461 || KD Loss: 0.0632|| 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: 3 days, 10:34:16 || Estimated Time: 2 days, 10:54:52
2023-07-31 00:17:40,786 semantic_segmentation INFO: Iters: 87550/150000 || Lr: 0.009089 || Task Loss: 0.3214 || 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: 3 days, 10:34:47 || Estimated Time: 2 days, 10:54:16
2023-07-31 00:18:12,346 semantic_segmentation INFO: Iters: 87560/150000 || Lr: 0.009088 || Task Loss: 0.1901 || KD Loss: 0.1139|| 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: 3 days, 10:35:19 || Estimated Time: 2 days, 10:53:40
2023-07-31 00:18:43,810 semantic_segmentation INFO: Iters: 87570/150000 || Lr: 0.009087 || Task Loss: 0.2497 || KD Loss: 0.0563|| 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: 3 days, 10:35:50 || Estimated Time: 2 days, 10:53:05
2023-07-31 00:19:15,288 semantic_segmentation INFO: Iters: 87580/150000 || Lr: 0.009085 || Task Loss: 0.1580 || KD Loss: 0.0399|| 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: 3 days, 10:36:22 || Estimated Time: 2 days, 10:52:29
2023-07-31 00:19:46,839 semantic_segmentation INFO: Iters: 87590/150000 || Lr: 0.009084 || Task Loss: 0.2284 || KD Loss: 0.0472|| 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: 3 days, 10:36:53 || Estimated Time: 2 days, 10:51:53
2023-07-31 00:20:18,343 semantic_segmentation INFO: Iters: 87600/150000 || Lr: 0.009083 || Task Loss: 0.1638 || KD Loss: 0.0473|| 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: 3 days, 10:37:25 || Estimated Time: 2 days, 10:51:17
2023-07-31 00:20:49,798 semantic_segmentation INFO: Iters: 87610/150000 || Lr: 0.009082 || Task Loss: 0.1835 || KD Loss: 0.0369|| 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: 3 days, 10:37:56 || Estimated Time: 2 days, 10:50:42
2023-07-31 00:21:21,363 semantic_segmentation INFO: Iters: 87620/150000 || Lr: 0.009080 || Task Loss: 0.2093 || KD Loss: 0.0446|| 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: 3 days, 10:38:28 || Estimated Time: 2 days, 10:50:06
2023-07-31 00:21:52,927 semantic_segmentation INFO: Iters: 87630/150000 || Lr: 0.009079 || Task Loss: 0.1623 || KD Loss: 0.0353|| 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: 3 days, 10:38:59 || Estimated Time: 2 days, 10:49:30
2023-07-31 00:22:24,461 semantic_segmentation INFO: Iters: 87640/150000 || Lr: 0.009078 || Task Loss: 0.1947 || KD Loss: 0.0371|| 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: 3 days, 10:39:31 || Estimated Time: 2 days, 10:48:55
2023-07-31 00:22:55,967 semantic_segmentation INFO: Iters: 87650/150000 || Lr: 0.009076 || Task Loss: 0.2001 || KD Loss: 0.0471|| 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: 3 days, 10:40:02 || Estimated Time: 2 days, 10:48:19
2023-07-31 00:23:27,517 semantic_segmentation INFO: Iters: 87660/150000 || Lr: 0.009075 || Task Loss: 0.1408 || KD Loss: 0.0281|| 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: 3 days, 10:40:34 || Estimated Time: 2 days, 10:47:43
2023-07-31 00:23:59,025 semantic_segmentation INFO: Iters: 87670/150000 || Lr: 0.009074 || Task Loss: 0.2222 || KD Loss: 0.0543|| 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: 3 days, 10:41:05 || Estimated Time: 2 days, 10:47:08
2023-07-31 00:24:30,572 semantic_segmentation INFO: Iters: 87680/150000 || Lr: 0.009072 || Task Loss: 0.2221 || KD Loss: 0.0384|| 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: 3 days, 10:41:37 || Estimated Time: 2 days, 10:46:32
2023-07-31 00:25:02,085 semantic_segmentation INFO: Iters: 87690/150000 || Lr: 0.009071 || Task Loss: 0.2011 || KD Loss: 0.0482|| 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: 3 days, 10:42:08 || Estimated Time: 2 days, 10:45:56
2023-07-31 00:25:33,597 semantic_segmentation INFO: Iters: 87700/150000 || Lr: 0.009070 || Task Loss: 0.2085 || KD Loss: 0.0528|| 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: 3 days, 10:42:40 || Estimated Time: 2 days, 10:45:21
2023-07-31 00:26:05,116 semantic_segmentation INFO: Iters: 87710/150000 || Lr: 0.009068 || Task Loss: 0.1959 || KD Loss: 0.0376|| 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: 3 days, 10:43:11 || Estimated Time: 2 days, 10:44:45
2023-07-31 00:26:36,638 semantic_segmentation INFO: Iters: 87720/150000 || Lr: 0.009067 || Task Loss: 0.2116 || KD Loss: 0.0471|| 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: 3 days, 10:43:43 || Estimated Time: 2 days, 10:44:09
2023-07-31 00:27:08,162 semantic_segmentation INFO: Iters: 87730/150000 || Lr: 0.009066 || Task Loss: 0.1811 || KD Loss: 0.0526|| 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: 3 days, 10:44:15 || Estimated Time: 2 days, 10:43:34
2023-07-31 00:27:39,680 semantic_segmentation INFO: Iters: 87740/150000 || Lr: 0.009064 || Task Loss: 0.1590 || KD Loss: 0.0400|| 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: 3 days, 10:44:46 || Estimated Time: 2 days, 10:42:58
2023-07-31 00:28:11,156 semantic_segmentation INFO: Iters: 87750/150000 || Lr: 0.009063 || Task Loss: 0.2371 || KD Loss: 0.0486|| 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: 3 days, 10:45:18 || Estimated Time: 2 days, 10:42:22
2023-07-31 00:28:42,706 semantic_segmentation INFO: Iters: 87760/150000 || Lr: 0.009062 || Task Loss: 0.1959 || KD Loss: 0.0476|| 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: 3 days, 10:45:49 || Estimated Time: 2 days, 10:41:47
2023-07-31 00:29:14,227 semantic_segmentation INFO: Iters: 87770/150000 || Lr: 0.009061 || Task Loss: 0.2464 || KD Loss: 0.0568|| 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: 3 days, 10:46:21 || Estimated Time: 2 days, 10:41:11
2023-07-31 00:29:45,711 semantic_segmentation INFO: Iters: 87780/150000 || Lr: 0.009059 || Task Loss: 0.1579 || KD Loss: 0.0389|| 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: 3 days, 10:46:52 || Estimated Time: 2 days, 10:40:35
2023-07-31 00:30:17,206 semantic_segmentation INFO: Iters: 87790/150000 || Lr: 0.009058 || Task Loss: 0.1964 || KD Loss: 0.0427|| 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: 3 days, 10:47:24 || Estimated Time: 2 days, 10:40:00
2023-07-31 00:30:48,758 semantic_segmentation INFO: Iters: 87800/150000 || Lr: 0.009057 || Task Loss: 0.1344 || KD Loss: 0.0300|| 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: 3 days, 10:47:55 || Estimated Time: 2 days, 10:39:24
2023-07-31 00:31:20,254 semantic_segmentation INFO: Iters: 87810/150000 || Lr: 0.009055 || Task Loss: 0.1758 || KD Loss: 0.0369|| 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: 3 days, 10:48:27 || Estimated Time: 2 days, 10:38:48
2023-07-31 00:31:51,738 semantic_segmentation INFO: Iters: 87820/150000 || Lr: 0.009054 || Task Loss: 0.1962 || KD Loss: 0.0401|| 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: 3 days, 10:48:58 || Estimated Time: 2 days, 10:38:13
2023-07-31 00:32:23,262 semantic_segmentation INFO: Iters: 87830/150000 || Lr: 0.009053 || Task Loss: 0.1364 || KD Loss: 0.0364|| 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: 3 days, 10:49:30 || Estimated Time: 2 days, 10:37:37
2023-07-31 00:32:54,783 semantic_segmentation INFO: Iters: 87840/150000 || Lr: 0.009051 || Task Loss: 0.2069 || KD Loss: 0.0527|| 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: 3 days, 10:50:01 || Estimated Time: 2 days, 10:37:01
2023-07-31 00:33:26,304 semantic_segmentation INFO: Iters: 87850/150000 || Lr: 0.009050 || Task Loss: 0.1800 || KD Loss: 0.0505|| 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: 3 days, 10:50:33 || Estimated Time: 2 days, 10:36:26
2023-07-31 00:33:57,789 semantic_segmentation INFO: Iters: 87860/150000 || Lr: 0.009049 || Task Loss: 0.1250 || KD Loss: 0.0382|| 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: 3 days, 10:51:04 || Estimated Time: 2 days, 10:35:50
2023-07-31 00:34:29,329 semantic_segmentation INFO: Iters: 87870/150000 || Lr: 0.009047 || Task Loss: 0.1852 || KD Loss: 0.0400|| 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: 3 days, 10:51:36 || Estimated Time: 2 days, 10:35:14
2023-07-31 00:35:00,851 semantic_segmentation INFO: Iters: 87880/150000 || Lr: 0.009046 || Task Loss: 0.1911 || KD Loss: 0.0324|| 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: 3 days, 10:52:07 || Estimated Time: 2 days, 10:34:39
2023-07-31 00:35:32,400 semantic_segmentation INFO: Iters: 87890/150000 || Lr: 0.009045 || Task Loss: 0.1682 || KD Loss: 0.0424|| 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: 3 days, 10:52:39 || Estimated Time: 2 days, 10:34:03
2023-07-31 00:36:03,937 semantic_segmentation INFO: Iters: 87900/150000 || Lr: 0.009044 || Task Loss: 0.1676 || KD Loss: 0.0365|| 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: 3 days, 10:53:10 || Estimated Time: 2 days, 10:33:27
2023-07-31 00:36:35,467 semantic_segmentation INFO: Iters: 87910/150000 || Lr: 0.009042 || Task Loss: 0.1810 || KD Loss: 0.0393|| 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: 3 days, 10:53:42 || Estimated Time: 2 days, 10:32:52
2023-07-31 00:37:06,959 semantic_segmentation INFO: Iters: 87920/150000 || Lr: 0.009041 || Task Loss: 0.2021 || KD Loss: 0.0508|| 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: 3 days, 10:54:13 || Estimated Time: 2 days, 10:32:16
2023-07-31 00:37:38,464 semantic_segmentation INFO: Iters: 87930/150000 || Lr: 0.009040 || Task Loss: 0.2103 || KD Loss: 0.0455|| 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: 3 days, 10:54:45 || Estimated Time: 2 days, 10:31:40
2023-07-31 00:38:10,038 semantic_segmentation INFO: Iters: 87940/150000 || Lr: 0.009038 || Task Loss: 0.2080 || KD Loss: 0.0494|| 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: 3 days, 10:55:16 || Estimated Time: 2 days, 10:31:05
2023-07-31 00:38:41,534 semantic_segmentation INFO: Iters: 87950/150000 || Lr: 0.009037 || Task Loss: 0.2564 || KD Loss: 0.0497|| 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 days, 10:55:48 || Estimated Time: 2 days, 10:30:29
2023-07-31 00:39:13,129 semantic_segmentation INFO: Iters: 87960/150000 || Lr: 0.009036 || Task Loss: 0.2860 || KD Loss: 0.0654|| 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: 3 days, 10:56:19 || Estimated Time: 2 days, 10:29:53
2023-07-31 00:39:44,640 semantic_segmentation INFO: Iters: 87970/150000 || Lr: 0.009034 || Task Loss: 0.1647 || KD Loss: 0.0437|| 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: 3 days, 10:56:51 || Estimated Time: 2 days, 10:29:18
2023-07-31 00:40:16,198 semantic_segmentation INFO: Iters: 87980/150000 || Lr: 0.009033 || Task Loss: 0.2927 || KD Loss: 0.2105|| 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 days, 10:57:23 || Estimated Time: 2 days, 10:28:42
2023-07-31 00:40:47,695 semantic_segmentation INFO: Iters: 87990/150000 || Lr: 0.009032 || Task Loss: 0.1696 || KD Loss: 0.0595|| 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: 3 days, 10:57:54 || Estimated Time: 2 days, 10:28:06
2023-07-31 00:41:19,303 semantic_segmentation INFO: Iters: 88000/150000 || Lr: 0.009030 || Task Loss: 0.1767 || KD Loss: 0.0478|| 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: 3 days, 10:58:26 || Estimated Time: 2 days, 10:27:31
2023-07-31 00:41:19,370 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 00:41:20,215 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.946, mIoU: 0.391
2023-07-31 00:41:20,326 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.494
2023-07-31 00:41:20,432 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.508
2023-07-31 00:41:20,537 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.536
2023-07-31 00:41:20,643 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.536
2023-07-31 00:41:20,748 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.968, mIoU: 0.539
2023-07-31 00:41:20,852 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.967, mIoU: 0.576
2023-07-31 00:41:20,957 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.967, mIoU: 0.623
2023-07-31 00:41:21,064 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.657
2023-07-31 00:41:21,170 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.709
2023-07-31 00:41:21,278 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.715
2023-07-31 00:41:21,383 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.962, mIoU: 0.731
2023-07-31 00:41:21,490 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.727
2023-07-31 00:41:21,598 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.720
2023-07-31 00:41:21,707 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.723
2023-07-31 00:41:21,810 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.955, mIoU: 0.710
2023-07-31 00:41:21,915 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.709
2023-07-31 00:41:22,017 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.954, mIoU: 0.707
2023-07-31 00:41:22,120 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.714
2023-07-31 00:41:22,224 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.720
2023-07-31 00:41:22,329 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.952, mIoU: 0.720
2023-07-31 00:41:22,432 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.945, mIoU: 0.662
2023-07-31 00:41:22,535 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.945, mIoU: 0.665
2023-07-31 00:41:22,640 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.944, mIoU: 0.674
2023-07-31 00:41:22,743 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-31 00:41:22,845 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.943, mIoU: 0.687
2023-07-31 00:41:22,947 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.942, mIoU: 0.679
2023-07-31 00:41:23,049 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.941, mIoU: 0.676
2023-07-31 00:41:23,151 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.941, mIoU: 0.686
2023-07-31 00:41:23,258 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.940, mIoU: 0.687
2023-07-31 00:41:23,362 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.940, mIoU: 0.686
2023-07-31 00:41:23,465 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.939, mIoU: 0.684
2023-07-31 00:41:23,568 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.941, mIoU: 0.686
2023-07-31 00:41:23,672 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.940, mIoU: 0.685
2023-07-31 00:41:23,774 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.940, mIoU: 0.686
2023-07-31 00:41:23,876 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.940, mIoU: 0.686
2023-07-31 00:41:23,979 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.941, mIoU: 0.683
2023-07-31 00:41:24,082 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.682
2023-07-31 00:41:24,185 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.674
2023-07-31 00:41:24,293 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.675
2023-07-31 00:41:24,395 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.940, mIoU: 0.677
2023-07-31 00:41:24,499 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.940, mIoU: 0.677
2023-07-31 00:41:24,602 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.941, mIoU: 0.678
2023-07-31 00:41:24,706 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.942, mIoU: 0.679
2023-07-31 00:41:24,813 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.679
2023-07-31 00:41:24,922 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.942, mIoU: 0.679
2023-07-31 00:41:25,029 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.942, mIoU: 0.679
2023-07-31 00:41:25,138 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.943, mIoU: 0.678
2023-07-31 00:41:25,245 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.943, mIoU: 0.681
2023-07-31 00:41:25,358 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.943, mIoU: 0.683
2023-07-31 00:41:25,462 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.943, mIoU: 0.683
2023-07-31 00:41:25,566 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.689
2023-07-31 00:41:25,672 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.943, mIoU: 0.690
2023-07-31 00:41:25,779 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-31 00:41:25,887 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.941, mIoU: 0.691
2023-07-31 00:41:25,996 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.941, mIoU: 0.693
2023-07-31 00:41:26,103 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.942, mIoU: 0.693
2023-07-31 00:41:26,211 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.942, mIoU: 0.700
2023-07-31 00:41:26,322 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.942, mIoU: 0.704
2023-07-31 00:41:26,429 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.942, mIoU: 0.702
2023-07-31 00:41:26,532 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.942, mIoU: 0.703
2023-07-31 00:41:26,636 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.704
2023-07-31 00:41:26,739 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.941, mIoU: 0.703
2023-07-31 00:41:26,841 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.941, mIoU: 0.705
2023-07-31 00:41:26,943 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.941, mIoU: 0.707
2023-07-31 00:41:27,046 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.940, mIoU: 0.707
2023-07-31 00:41:27,147 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.939, mIoU: 0.706
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2023-07-31 00:41:27,358 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.705
2023-07-31 00:41:27,461 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.940, mIoU: 0.705
2023-07-31 00:41:27,564 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.940, mIoU: 0.705
2023-07-31 00:41:27,668 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.940, mIoU: 0.703
2023-07-31 00:41:27,773 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.940, mIoU: 0.701
2023-07-31 00:41:27,879 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.941, mIoU: 0.701
2023-07-31 00:41:27,986 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.940, mIoU: 0.702
2023-07-31 00:41:28,092 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.940, mIoU: 0.701
2023-07-31 00:41:28,197 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.940, mIoU: 0.701
2023-07-31 00:41:28,302 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.941, mIoU: 0.701
2023-07-31 00:41:28,409 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.701
2023-07-31 00:41:28,515 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.939, mIoU: 0.701
2023-07-31 00:41:28,625 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.938, mIoU: 0.702
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2023-07-31 00:41:28,835 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.939, mIoU: 0.702
2023-07-31 00:41:28,941 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.938, mIoU: 0.700
2023-07-31 00:41:29,048 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.935, mIoU: 0.696
2023-07-31 00:41:29,155 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.935, mIoU: 0.696
2023-07-31 00:41:29,264 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.935, mIoU: 0.696
2023-07-31 00:41:29,373 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.936, mIoU: 0.696
2023-07-31 00:41:29,480 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.936, mIoU: 0.695
2023-07-31 00:41:29,588 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.936, mIoU: 0.695
2023-07-31 00:41:29,696 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.936, mIoU: 0.696
2023-07-31 00:41:29,801 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-31 00:41:29,905 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-31 00:41:30,010 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.937, mIoU: 0.711
2023-07-31 00:41:30,112 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.937, mIoU: 0.711
2023-07-31 00:41:30,215 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.937, mIoU: 0.711
2023-07-31 00:41:30,318 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-31 00:41:30,422 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.937, mIoU: 0.712
2023-07-31 00:41:30,524 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.937, mIoU: 0.711
2023-07-31 00:41:30,626 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.936, mIoU: 0.711
2023-07-31 00:41:30,730 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-31 00:41:30,833 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.934, mIoU: 0.708
2023-07-31 00:41:30,936 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.934, mIoU: 0.707
2023-07-31 00:41:31,038 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.934, mIoU: 0.707
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2023-07-31 00:41:32,071 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.935, mIoU: 0.707
2023-07-31 00:41:32,174 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.935, mIoU: 0.706
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2023-07-31 00:41:32,484 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.935, mIoU: 0.709
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2023-07-31 00:41:32,918 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-31 00:41:33,022 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.935, mIoU: 0.709
2023-07-31 00:41:33,128 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-31 00:41:33,236 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.935, mIoU: 0.712
2023-07-31 00:41:33,347 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-31 00:41:33,456 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.934, mIoU: 0.711
2023-07-31 00:41:33,562 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.935, mIoU: 0.711
2023-07-31 00:41:33,669 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.934, mIoU: 0.710
2023-07-31 00:41:33,778 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-31 00:41:33,886 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-31 00:41:33,993 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-31 00:41:34,102 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.935, mIoU: 0.710
2023-07-31 00:41:34,211 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.936, mIoU: 0.710
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2023-07-31 00:41:34,727 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.936, mIoU: 0.706
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2023-07-31 00:41:35,034 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.936, mIoU: 0.707
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2023-07-31 00:41:35,965 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-31 00:41:36,068 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-31 00:41:36,171 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.935, mIoU: 0.709
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2023-07-31 00:41:36,902 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.936, mIoU: 0.709
2023-07-31 00:41:37,009 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.936, mIoU: 0.709
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2023-07-31 00:41:38,086 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.936, mIoU: 0.708
2023-07-31 00:41:38,195 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.937, mIoU: 0.708
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2023-07-31 00:41:38,933 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.936, mIoU: 0.707
2023-07-31 00:41:39,037 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.936, mIoU: 0.707
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2023-07-31 00:41:40,098 semantic_segmentation INFO: Sample: 190, Validation pixAcc: 0.938, mIoU: 0.708
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2023-07-31 00:42:04,720 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-31 00:42:04,829 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-31 00:42:04,939 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-31 00:42:05,044 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-31 00:42:05,147 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-31 00:42:05,251 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-31 00:42:05,355 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-31 00:42:05,458 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-31 00:42:05,564 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-31 00:42:05,667 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-31 00:42:05,772 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.945, mIoU: 0.719
2023-07-31 00:42:05,877 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-31 00:42:05,992 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.946, mIoU: 0.718
2023-07-31 00:42:06,107 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 00:42:06,213 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 00:42:06,318 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 00:42:06,426 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 00:42:06,534 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 00:42:06,642 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 00:42:06,752 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 00:42:06,862 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 00:42:06,973 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 00:42:07,078 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 00:42:07,183 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 00:42:07,288 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 00:42:07,391 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 00:42:07,496 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 00:42:07,600 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 00:42:07,704 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 00:42:07,809 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 00:42:07,912 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 00:42:08,020 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 00:42:08,123 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 00:42:08,227 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.947, mIoU: 0.719
2023-07-31 00:42:08,333 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.947, mIoU: 0.719
2023-07-31 00:42:08,439 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-31 00:42:08,545 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-31 00:42:08,655 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-31 00:42:08,770 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-31 00:42:08,872 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:08,978 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:09,085 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:09,196 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:09,308 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:09,416 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:09,522 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:09,629 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:09,735 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:09,839 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:09,943 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:10,049 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:10,152 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:10,259 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:10,362 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:10,463 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:10,570 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:10,673 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:10,777 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:10,881 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:10,983 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:11,089 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:11,192 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:11,297 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:11,401 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:11,504 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:11,607 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 00:42:11,711 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-31 00:42:11,816 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-31 00:42:11,925 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-31 00:42:12,043 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-31 00:42:12,146 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-31 00:42:12,250 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-31 00:42:12,358 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-31 00:42:12,467 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-31 00:42:12,572 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-31 00:42:12,676 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-31 00:42:12,785 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-31 00:42:12,894 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-31 00:42:13,003 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-31 00:42:13,112 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-31 00:42:45,030 semantic_segmentation INFO: Iters: 88010/150000 || Lr: 0.009029 || Task Loss: 0.1653 || KD Loss: 0.0406|| 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: 3 days, 10:59:51 || Estimated Time: 2 days, 10:27:33
2023-07-31 00:43:16,496 semantic_segmentation INFO: Iters: 88020/150000 || Lr: 0.009028 || Task Loss: 0.1916 || KD Loss: 0.0505|| 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: 3 days, 11:00:23 || Estimated Time: 2 days, 10:26:58
2023-07-31 00:43:47,950 semantic_segmentation INFO: Iters: 88030/150000 || Lr: 0.009026 || Task Loss: 0.1394 || KD Loss: 0.0322|| 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: 3 days, 11:00:54 || Estimated Time: 2 days, 10:26:22
2023-07-31 00:44:19,389 semantic_segmentation INFO: Iters: 88040/150000 || Lr: 0.009025 || Task Loss: 0.1805 || KD Loss: 0.0476|| 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: 3 days, 11:01:26 || Estimated Time: 2 days, 10:25:46
2023-07-31 00:44:50,890 semantic_segmentation INFO: Iters: 88050/150000 || Lr: 0.009024 || Task Loss: 0.2253 || KD Loss: 0.0442|| 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 days, 11:01:57 || Estimated Time: 2 days, 10:25:11
2023-07-31 00:45:22,402 semantic_segmentation INFO: Iters: 88060/150000 || Lr: 0.009023 || Task Loss: 0.1814 || KD Loss: 0.0420|| 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: 3 days, 11:02:29 || Estimated Time: 2 days, 10:24:35
2023-07-31 00:45:53,877 semantic_segmentation INFO: Iters: 88070/150000 || Lr: 0.009021 || Task Loss: 0.1804 || KD Loss: 0.0406|| 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 days, 11:03:00 || Estimated Time: 2 days, 10:23:59
2023-07-31 00:46:25,349 semantic_segmentation INFO: Iters: 88080/150000 || Lr: 0.009020 || Task Loss: 0.1762 || KD Loss: 0.0357|| 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: 3 days, 11:03:32 || Estimated Time: 2 days, 10:23:23
2023-07-31 00:46:56,857 semantic_segmentation INFO: Iters: 88090/150000 || Lr: 0.009019 || Task Loss: 0.1925 || KD Loss: 0.0371|| 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: 3 days, 11:04:03 || Estimated Time: 2 days, 10:22:48
2023-07-31 00:47:28,310 semantic_segmentation INFO: Iters: 88100/150000 || Lr: 0.009017 || Task Loss: 0.1646 || KD Loss: 0.0404|| 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: 3 days, 11:04:35 || Estimated Time: 2 days, 10:22:12
2023-07-31 00:47:59,797 semantic_segmentation INFO: Iters: 88110/150000 || Lr: 0.009016 || Task Loss: 0.2116 || KD Loss: 0.0580|| 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: 3 days, 11:05:06 || Estimated Time: 2 days, 10:21:36
2023-07-31 00:48:31,293 semantic_segmentation INFO: Iters: 88120/150000 || Lr: 0.009015 || Task Loss: 0.2171 || KD Loss: 0.0401|| 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: 3 days, 11:05:38 || Estimated Time: 2 days, 10:21:01
2023-07-31 00:49:02,791 semantic_segmentation INFO: Iters: 88130/150000 || Lr: 0.009013 || Task Loss: 0.1574 || KD Loss: 0.0574|| 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: 3 days, 11:06:09 || Estimated Time: 2 days, 10:20:25
2023-07-31 00:49:34,230 semantic_segmentation INFO: Iters: 88140/150000 || Lr: 0.009012 || Task Loss: 0.2009 || KD Loss: 0.0481|| 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: 3 days, 11:06:41 || Estimated Time: 2 days, 10:19:49
2023-07-31 00:50:05,816 semantic_segmentation INFO: Iters: 88150/150000 || Lr: 0.009011 || Task Loss: 0.2090 || KD Loss: 0.0462|| 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: 3 days, 11:07:12 || Estimated Time: 2 days, 10:19:14
2023-07-31 00:50:37,313 semantic_segmentation INFO: Iters: 88160/150000 || Lr: 0.009009 || Task Loss: 0.1724 || KD Loss: 0.0362|| 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: 3 days, 11:07:44 || Estimated Time: 2 days, 10:18:38
2023-07-31 00:51:08,877 semantic_segmentation INFO: Iters: 88170/150000 || Lr: 0.009008 || Task Loss: 0.2355 || KD Loss: 0.0661|| 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: 3 days, 11:08:15 || Estimated Time: 2 days, 10:18:03
2023-07-31 00:51:40,340 semantic_segmentation INFO: Iters: 88180/150000 || Lr: 0.009007 || Task Loss: 0.1378 || KD Loss: 0.0339|| 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: 3 days, 11:08:47 || Estimated Time: 2 days, 10:17:27
2023-07-31 00:52:11,913 semantic_segmentation INFO: Iters: 88190/150000 || Lr: 0.009005 || Task Loss: 0.2447 || KD Loss: 0.0471|| 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: 3 days, 11:09:18 || Estimated Time: 2 days, 10:16:51
2023-07-31 00:52:43,390 semantic_segmentation INFO: Iters: 88200/150000 || Lr: 0.009004 || Task Loss: 0.2096 || KD Loss: 0.0372|| 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 days, 11:09:50 || Estimated Time: 2 days, 10:16:16
2023-07-31 00:53:14,940 semantic_segmentation INFO: Iters: 88210/150000 || Lr: 0.009003 || Task Loss: 0.1479 || KD Loss: 0.0369|| 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: 3 days, 11:10:21 || Estimated Time: 2 days, 10:15:40
2023-07-31 00:53:46,459 semantic_segmentation INFO: Iters: 88220/150000 || Lr: 0.009002 || Task Loss: 0.1745 || KD Loss: 0.0399|| 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: 3 days, 11:10:53 || Estimated Time: 2 days, 10:15:04
2023-07-31 00:54:17,887 semantic_segmentation INFO: Iters: 88230/150000 || Lr: 0.009000 || Task Loss: 0.2160 || KD Loss: 0.0693|| 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: 3 days, 11:11:24 || Estimated Time: 2 days, 10:14:29
2023-07-31 00:54:49,417 semantic_segmentation INFO: Iters: 88240/150000 || Lr: 0.008999 || Task Loss: 0.2403 || KD Loss: 0.0634|| 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: 3 days, 11:11:56 || Estimated Time: 2 days, 10:13:53
2023-07-31 00:55:20,934 semantic_segmentation INFO: Iters: 88250/150000 || Lr: 0.008998 || Task Loss: 0.1760 || KD Loss: 0.0400|| 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: 3 days, 11:12:27 || Estimated Time: 2 days, 10:13:17
2023-07-31 00:55:52,408 semantic_segmentation INFO: Iters: 88260/150000 || Lr: 0.008996 || Task Loss: 0.1471 || KD Loss: 0.0369|| 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: 3 days, 11:12:59 || Estimated Time: 2 days, 10:12:42
2023-07-31 00:56:23,985 semantic_segmentation INFO: Iters: 88270/150000 || Lr: 0.008995 || Task Loss: 0.1565 || KD Loss: 0.0384|| 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: 3 days, 11:13:30 || Estimated Time: 2 days, 10:12:06
2023-07-31 00:56:55,470 semantic_segmentation INFO: Iters: 88280/150000 || Lr: 0.008994 || Task Loss: 0.1926 || KD Loss: 0.0340|| 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: 3 days, 11:14:02 || Estimated Time: 2 days, 10:11:30
2023-07-31 00:57:27,037 semantic_segmentation INFO: Iters: 88290/150000 || Lr: 0.008992 || Task Loss: 0.2367 || KD Loss: 0.0616|| 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: 3 days, 11:14:33 || Estimated Time: 2 days, 10:10:55
2023-07-31 00:57:58,580 semantic_segmentation INFO: Iters: 88300/150000 || Lr: 0.008991 || Task Loss: 0.2122 || KD Loss: 0.0406|| 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: 3 days, 11:15:05 || Estimated Time: 2 days, 10:10:19
2023-07-31 00:58:30,129 semantic_segmentation INFO: Iters: 88310/150000 || Lr: 0.008990 || Task Loss: 0.1952 || KD Loss: 0.0452|| 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: 3 days, 11:15:36 || Estimated Time: 2 days, 10:09:44
2023-07-31 00:59:01,682 semantic_segmentation INFO: Iters: 88320/150000 || Lr: 0.008988 || Task Loss: 0.2020 || KD Loss: 0.0515|| 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: 3 days, 11:16:08 || Estimated Time: 2 days, 10:09:08
2023-07-31 00:59:33,216 semantic_segmentation INFO: Iters: 88330/150000 || Lr: 0.008987 || Task Loss: 0.2006 || KD Loss: 0.0465|| 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: 3 days, 11:16:40 || Estimated Time: 2 days, 10:08:32
2023-07-31 01:00:04,792 semantic_segmentation INFO: Iters: 88340/150000 || Lr: 0.008986 || Task Loss: 0.2073 || KD Loss: 0.0673|| 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: 3 days, 11:17:11 || Estimated Time: 2 days, 10:07:57
2023-07-31 01:00:36,375 semantic_segmentation INFO: Iters: 88350/150000 || Lr: 0.008985 || Task Loss: 0.1499 || KD Loss: 0.0306|| 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: 3 days, 11:17:43 || Estimated Time: 2 days, 10:07:21
2023-07-31 01:01:07,895 semantic_segmentation INFO: Iters: 88360/150000 || Lr: 0.008983 || Task Loss: 0.1582 || KD Loss: 0.0436|| 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: 3 days, 11:18:14 || Estimated Time: 2 days, 10:06:46
2023-07-31 01:01:39,431 semantic_segmentation INFO: Iters: 88370/150000 || Lr: 0.008982 || Task Loss: 0.1935 || KD Loss: 0.0428|| 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: 3 days, 11:18:46 || Estimated Time: 2 days, 10:06:10
2023-07-31 01:02:10,990 semantic_segmentation INFO: Iters: 88380/150000 || Lr: 0.008981 || Task Loss: 0.2175 || KD Loss: 0.0406|| 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: 3 days, 11:19:17 || Estimated Time: 2 days, 10:05:34
2023-07-31 01:02:42,517 semantic_segmentation INFO: Iters: 88390/150000 || Lr: 0.008979 || Task Loss: 0.1880 || KD Loss: 0.0429|| 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: 3 days, 11:19:49 || Estimated Time: 2 days, 10:04:59
2023-07-31 01:03:14,096 semantic_segmentation INFO: Iters: 88400/150000 || Lr: 0.008978 || Task Loss: 0.1786 || KD Loss: 0.0386|| 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: 3 days, 11:20:20 || Estimated Time: 2 days, 10:04:23
2023-07-31 01:03:45,637 semantic_segmentation INFO: Iters: 88410/150000 || Lr: 0.008977 || Task Loss: 0.1566 || KD Loss: 0.0343|| 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: 3 days, 11:20:52 || Estimated Time: 2 days, 10:03:47
2023-07-31 01:04:17,150 semantic_segmentation INFO: Iters: 88420/150000 || Lr: 0.008975 || Task Loss: 0.2305 || KD Loss: 0.0453|| 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: 3 days, 11:21:24 || Estimated Time: 2 days, 10:03:12
2023-07-31 01:04:48,683 semantic_segmentation INFO: Iters: 88430/150000 || Lr: 0.008974 || Task Loss: 0.1559 || KD Loss: 0.0367|| 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: 3 days, 11:21:55 || Estimated Time: 2 days, 10:02:36
2023-07-31 01:05:20,208 semantic_segmentation INFO: Iters: 88440/150000 || Lr: 0.008973 || Task Loss: 0.1898 || KD Loss: 0.0346|| 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: 3 days, 11:22:27 || Estimated Time: 2 days, 10:02:01
2023-07-31 01:05:51,746 semantic_segmentation INFO: Iters: 88450/150000 || Lr: 0.008971 || Task Loss: 0.1569 || KD Loss: 0.0362|| 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: 3 days, 11:22:58 || Estimated Time: 2 days, 10:01:25
2023-07-31 01:06:23,269 semantic_segmentation INFO: Iters: 88460/150000 || Lr: 0.008970 || Task Loss: 0.1887 || KD Loss: 0.0404|| 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: 3 days, 11:23:30 || Estimated Time: 2 days, 10:00:49
2023-07-31 01:06:54,812 semantic_segmentation INFO: Iters: 88470/150000 || Lr: 0.008969 || Task Loss: 0.2645 || KD Loss: 0.0967|| 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: 3 days, 11:24:01 || Estimated Time: 2 days, 10:00:14
2023-07-31 01:07:26,324 semantic_segmentation INFO: Iters: 88480/150000 || Lr: 0.008967 || Task Loss: 0.1864 || KD Loss: 0.0411|| 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: 3 days, 11:24:33 || Estimated Time: 2 days, 9:59:38
2023-07-31 01:07:57,846 semantic_segmentation INFO: Iters: 88490/150000 || Lr: 0.008966 || Task Loss: 0.1265 || KD Loss: 0.0317|| 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: 3 days, 11:25:04 || Estimated Time: 2 days, 9:59:03
2023-07-31 01:08:29,399 semantic_segmentation INFO: Iters: 88500/150000 || Lr: 0.008965 || Task Loss: 0.1898 || KD Loss: 0.0613|| 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: 3 days, 11:25:36 || Estimated Time: 2 days, 9:58:27
2023-07-31 01:09:00,995 semantic_segmentation INFO: Iters: 88510/150000 || Lr: 0.008964 || Task Loss: 0.2280 || KD Loss: 0.0565|| 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: 3 days, 11:26:07 || Estimated Time: 2 days, 9:57:51
2023-07-31 01:09:32,434 semantic_segmentation INFO: Iters: 88520/150000 || Lr: 0.008962 || Task Loss: 0.1717 || KD Loss: 0.0339|| 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: 3 days, 11:26:39 || Estimated Time: 2 days, 9:57:16
2023-07-31 01:10:04,052 semantic_segmentation INFO: Iters: 88530/150000 || Lr: 0.008961 || Task Loss: 0.1722 || KD Loss: 0.0399|| 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: 3 days, 11:27:10 || Estimated Time: 2 days, 9:56:40
2023-07-31 01:10:35,550 semantic_segmentation INFO: Iters: 88540/150000 || Lr: 0.008960 || Task Loss: 0.2171 || KD Loss: 0.0906|| 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: 3 days, 11:27:42 || Estimated Time: 2 days, 9:56:05
2023-07-31 01:11:07,064 semantic_segmentation INFO: Iters: 88550/150000 || Lr: 0.008958 || Task Loss: 0.1460 || KD Loss: 0.0317|| 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: 3 days, 11:28:13 || Estimated Time: 2 days, 9:55:29
2023-07-31 01:11:38,590 semantic_segmentation INFO: Iters: 88560/150000 || Lr: 0.008957 || Task Loss: 0.2499 || KD Loss: 0.0517|| 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: 3 days, 11:28:45 || Estimated Time: 2 days, 9:54:53
2023-07-31 01:12:10,111 semantic_segmentation INFO: Iters: 88570/150000 || Lr: 0.008956 || Task Loss: 0.2372 || KD Loss: 0.0548|| 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: 3 days, 11:29:16 || Estimated Time: 2 days, 9:54:18
2023-07-31 01:12:41,635 semantic_segmentation INFO: Iters: 88580/150000 || Lr: 0.008954 || Task Loss: 0.1518 || KD Loss: 0.0430|| 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: 3 days, 11:29:48 || Estimated Time: 2 days, 9:53:42
2023-07-31 01:13:13,125 semantic_segmentation INFO: Iters: 88590/150000 || Lr: 0.008953 || Task Loss: 0.2675 || KD Loss: 0.0518|| 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: 3 days, 11:30:19 || Estimated Time: 2 days, 9:53:07
2023-07-31 01:13:44,681 semantic_segmentation INFO: Iters: 88600/150000 || Lr: 0.008952 || Task Loss: 0.1838 || KD Loss: 0.0513|| 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: 3 days, 11:30:51 || Estimated Time: 2 days, 9:52:31
2023-07-31 01:14:16,198 semantic_segmentation INFO: Iters: 88610/150000 || Lr: 0.008950 || Task Loss: 0.2403 || KD Loss: 0.0510|| 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: 3 days, 11:31:23 || Estimated Time: 2 days, 9:51:55
2023-07-31 01:14:47,703 semantic_segmentation INFO: Iters: 88620/150000 || Lr: 0.008949 || Task Loss: 0.2426 || KD Loss: 0.0957|| 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: 3 days, 11:31:54 || Estimated Time: 2 days, 9:51:20
2023-07-31 01:15:19,216 semantic_segmentation INFO: Iters: 88630/150000 || Lr: 0.008948 || Task Loss: 0.1407 || KD Loss: 0.0284|| 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: 3 days, 11:32:26 || Estimated Time: 2 days, 9:50:44
2023-07-31 01:15:50,750 semantic_segmentation INFO: Iters: 88640/150000 || Lr: 0.008946 || Task Loss: 0.1903 || KD Loss: 0.0486|| 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: 3 days, 11:32:57 || Estimated Time: 2 days, 9:50:08
2023-07-31 01:16:22,300 semantic_segmentation INFO: Iters: 88650/150000 || Lr: 0.008945 || Task Loss: 0.1751 || KD Loss: 0.0299|| 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: 3 days, 11:33:29 || Estimated Time: 2 days, 9:49:33
2023-07-31 01:16:53,839 semantic_segmentation INFO: Iters: 88660/150000 || Lr: 0.008944 || Task Loss: 0.1741 || KD Loss: 0.0409|| 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: 3 days, 11:34:00 || Estimated Time: 2 days, 9:48:57
2023-07-31 01:17:25,389 semantic_segmentation INFO: Iters: 88670/150000 || Lr: 0.008943 || Task Loss: 0.2169 || KD Loss: 0.0635|| 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: 3 days, 11:34:32 || Estimated Time: 2 days, 9:48:22
2023-07-31 01:17:56,907 semantic_segmentation INFO: Iters: 88680/150000 || Lr: 0.008941 || Task Loss: 0.1313 || KD Loss: 0.0383|| 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: 3 days, 11:35:03 || Estimated Time: 2 days, 9:47:46
2023-07-31 01:18:28,460 semantic_segmentation INFO: Iters: 88690/150000 || Lr: 0.008940 || Task Loss: 0.1886 || KD Loss: 0.0427|| 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: 3 days, 11:35:35 || Estimated Time: 2 days, 9:47:11
2023-07-31 01:19:00,024 semantic_segmentation INFO: Iters: 88700/150000 || Lr: 0.008939 || Task Loss: 0.2435 || KD Loss: 0.0606|| 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: 3 days, 11:36:06 || Estimated Time: 2 days, 9:46:35
2023-07-31 01:19:31,557 semantic_segmentation INFO: Iters: 88710/150000 || Lr: 0.008937 || Task Loss: 0.1818 || KD Loss: 0.0407|| 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: 3 days, 11:36:38 || Estimated Time: 2 days, 9:45:59
2023-07-31 01:20:03,115 semantic_segmentation INFO: Iters: 88720/150000 || Lr: 0.008936 || Task Loss: 0.1645 || KD Loss: 0.0404|| 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: 3 days, 11:37:09 || Estimated Time: 2 days, 9:45:24
2023-07-31 01:20:34,644 semantic_segmentation INFO: Iters: 88730/150000 || Lr: 0.008935 || Task Loss: 0.2557 || KD Loss: 0.0585|| 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: 3 days, 11:37:41 || Estimated Time: 2 days, 9:44:48
2023-07-31 01:21:06,155 semantic_segmentation INFO: Iters: 88740/150000 || Lr: 0.008933 || Task Loss: 0.1514 || KD Loss: 0.0316|| 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: 3 days, 11:38:13 || Estimated Time: 2 days, 9:44:13
2023-07-31 01:21:37,691 semantic_segmentation INFO: Iters: 88750/150000 || Lr: 0.008932 || Task Loss: 0.1977 || KD Loss: 0.0415|| 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: 3 days, 11:38:44 || Estimated Time: 2 days, 9:43:37
2023-07-31 01:22:09,217 semantic_segmentation INFO: Iters: 88760/150000 || Lr: 0.008931 || Task Loss: 0.1913 || KD Loss: 0.0618|| 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: 3 days, 11:39:16 || Estimated Time: 2 days, 9:43:01
2023-07-31 01:22:40,708 semantic_segmentation INFO: Iters: 88770/150000 || Lr: 0.008929 || Task Loss: 0.1236 || KD Loss: 0.0286|| 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: 3 days, 11:39:47 || Estimated Time: 2 days, 9:42:26
2023-07-31 01:23:12,226 semantic_segmentation INFO: Iters: 88780/150000 || Lr: 0.008928 || Task Loss: 0.1957 || KD Loss: 0.0608|| 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: 3 days, 11:40:19 || Estimated Time: 2 days, 9:41:50
2023-07-31 01:23:43,778 semantic_segmentation INFO: Iters: 88790/150000 || Lr: 0.008927 || Task Loss: 0.1922 || KD Loss: 0.0547|| 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: 3 days, 11:40:50 || Estimated Time: 2 days, 9:41:15
2023-07-31 01:24:15,323 semantic_segmentation INFO: Iters: 88800/150000 || Lr: 0.008925 || Task Loss: 0.1833 || KD Loss: 0.0499|| 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: 3 days, 11:41:22 || Estimated Time: 2 days, 9:40:39
2023-07-31 01:24:15,392 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 01:24:16,243 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.967, mIoU: 0.402
2023-07-31 01:24:16,356 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.503
2023-07-31 01:24:16,462 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.500
2023-07-31 01:24:16,571 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.526
2023-07-31 01:24:16,677 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.520
2023-07-31 01:24:16,784 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.527
2023-07-31 01:24:16,892 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.572
2023-07-31 01:24:16,998 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.622
2023-07-31 01:24:17,103 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.623
2023-07-31 01:24:17,209 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.665
2023-07-31 01:24:17,315 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.664
2023-07-31 01:24:17,420 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.698
2023-07-31 01:24:17,527 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.702
2023-07-31 01:24:17,633 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.692
2023-07-31 01:24:17,738 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.696
2023-07-31 01:24:17,844 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.687
2023-07-31 01:24:17,951 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.689
2023-07-31 01:24:18,058 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.691
2023-07-31 01:24:18,165 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.700
2023-07-31 01:24:18,272 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.707
2023-07-31 01:24:18,379 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.707
2023-07-31 01:24:18,486 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.722
2023-07-31 01:24:18,588 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.721
2023-07-31 01:24:18,691 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.955, mIoU: 0.727
2023-07-31 01:24:18,798 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.737
2023-07-31 01:24:18,905 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.954, mIoU: 0.739
2023-07-31 01:24:19,012 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.731
2023-07-31 01:24:19,121 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.951, mIoU: 0.728
2023-07-31 01:24:19,228 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.951, mIoU: 0.726
2023-07-31 01:24:19,335 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.951, mIoU: 0.729
2023-07-31 01:24:19,442 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.951, mIoU: 0.728
2023-07-31 01:24:19,550 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-31 01:24:19,659 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.951, mIoU: 0.726
2023-07-31 01:24:19,764 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-31 01:24:19,870 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.951, mIoU: 0.727
2023-07-31 01:24:19,976 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.951, mIoU: 0.726
2023-07-31 01:24:20,082 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.951, mIoU: 0.723
2023-07-31 01:24:20,188 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.722
2023-07-31 01:24:20,292 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.949, mIoU: 0.714
2023-07-31 01:24:20,403 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-31 01:24:20,509 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.950, mIoU: 0.715
2023-07-31 01:24:20,616 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.950, mIoU: 0.714
2023-07-31 01:24:20,724 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.950, mIoU: 0.715
2023-07-31 01:24:20,830 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-31 01:24:20,937 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.951, mIoU: 0.715
2023-07-31 01:24:21,040 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.951, mIoU: 0.715
2023-07-31 01:24:21,143 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.952, mIoU: 0.715
2023-07-31 01:24:21,247 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.952, mIoU: 0.714
2023-07-31 01:24:21,350 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.952, mIoU: 0.715
2023-07-31 01:24:21,456 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.952, mIoU: 0.717
2023-07-31 01:24:21,561 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.952, mIoU: 0.718
2023-07-31 01:24:21,664 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.952, mIoU: 0.721
2023-07-31 01:24:21,766 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.723
2023-07-31 01:24:21,871 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.727
2023-07-31 01:24:21,974 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-31 01:24:22,078 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-31 01:24:22,181 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-31 01:24:22,286 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.733
2023-07-31 01:24:22,393 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-31 01:24:22,499 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.733
2023-07-31 01:24:22,600 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-31 01:24:22,706 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-31 01:24:22,809 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-31 01:24:22,916 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 01:24:23,024 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 01:24:23,131 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.949, mIoU: 0.742
2023-07-31 01:24:23,237 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.948, mIoU: 0.741
2023-07-31 01:24:23,347 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.743
2023-07-31 01:24:23,457 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.741
2023-07-31 01:24:23,563 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.948, mIoU: 0.741
2023-07-31 01:24:23,669 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 01:24:23,774 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 01:24:23,881 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 01:24:23,989 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 01:24:24,097 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 01:24:24,204 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 01:24:24,311 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 01:24:24,420 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 01:24:24,527 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 01:24:24,632 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 01:24:24,737 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.948, mIoU: 0.742
2023-07-31 01:24:24,842 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 01:24:24,944 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 01:24:25,047 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-31 01:24:25,149 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.945, mIoU: 0.734
2023-07-31 01:24:25,252 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.945, mIoU: 0.735
2023-07-31 01:24:25,355 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.945, mIoU: 0.735
2023-07-31 01:24:25,463 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.946, mIoU: 0.735
2023-07-31 01:24:25,565 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.946, mIoU: 0.734
2023-07-31 01:24:25,667 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.734
2023-07-31 01:24:25,770 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.946, mIoU: 0.735
2023-07-31 01:24:25,873 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.945, mIoU: 0.738
2023-07-31 01:24:25,980 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.945, mIoU: 0.738
2023-07-31 01:24:26,087 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.945, mIoU: 0.738
2023-07-31 01:24:26,193 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.946, mIoU: 0.738
2023-07-31 01:24:26,299 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.945, mIoU: 0.738
2023-07-31 01:24:26,412 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.945, mIoU: 0.739
2023-07-31 01:24:26,523 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.945, mIoU: 0.739
2023-07-31 01:24:26,627 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.945, mIoU: 0.737
2023-07-31 01:24:26,733 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.945, mIoU: 0.737
2023-07-31 01:24:26,839 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.943, mIoU: 0.737
2023-07-31 01:24:26,947 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-31 01:24:27,056 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.942, mIoU: 0.734
2023-07-31 01:24:27,166 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-31 01:24:27,279 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-31 01:24:27,391 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-31 01:24:27,504 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-31 01:24:27,613 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.943, mIoU: 0.735
2023-07-31 01:24:27,722 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-31 01:24:27,829 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.943, mIoU: 0.735
2023-07-31 01:24:27,938 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.943, mIoU: 0.735
2023-07-31 01:24:28,042 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.943, mIoU: 0.735
2023-07-31 01:24:28,151 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.944, mIoU: 0.735
2023-07-31 01:24:28,263 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.944, mIoU: 0.735
2023-07-31 01:24:28,368 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.944, mIoU: 0.734
2023-07-31 01:24:28,471 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.944, mIoU: 0.734
2023-07-31 01:24:28,579 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.944, mIoU: 0.733
2023-07-31 01:24:28,686 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-31 01:24:28,792 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.943, mIoU: 0.735
2023-07-31 01:24:28,897 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.944, mIoU: 0.735
2023-07-31 01:24:29,006 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.944, mIoU: 0.735
2023-07-31 01:24:29,115 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-31 01:24:29,221 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-31 01:24:29,328 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.943, mIoU: 0.733
2023-07-31 01:24:29,436 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-31 01:24:29,552 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-31 01:24:29,660 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.943, mIoU: 0.737
2023-07-31 01:24:29,767 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.944, mIoU: 0.737
2023-07-31 01:24:29,869 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.943, mIoU: 0.736
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2023-07-31 01:24:30,829 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.945, mIoU: 0.732
2023-07-31 01:24:30,939 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.945, mIoU: 0.734
2023-07-31 01:24:31,048 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.945, mIoU: 0.735
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2023-07-31 01:24:32,720 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.945, mIoU: 0.735
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2023-07-31 01:24:33,477 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.944, mIoU: 0.731
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2023-07-31 01:24:35,094 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.945, mIoU: 0.730
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2023-07-31 01:24:36,933 semantic_segmentation INFO: Sample: 194, Validation pixAcc: 0.947, mIoU: 0.732
2023-07-31 01:24:37,036 semantic_segmentation INFO: Sample: 195, Validation pixAcc: 0.947, mIoU: 0.732
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2023-07-31 01:24:37,689 semantic_segmentation INFO: Sample: 201, Validation pixAcc: 0.947, mIoU: 0.732
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2023-07-31 01:24:39,080 semantic_segmentation INFO: Sample: 214, Validation pixAcc: 0.948, mIoU: 0.732
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2023-07-31 01:24:40,333 semantic_segmentation INFO: Sample: 226, Validation pixAcc: 0.949, mIoU: 0.729
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2023-07-31 01:24:40,764 semantic_segmentation INFO: Sample: 230, Validation pixAcc: 0.948, mIoU: 0.720
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2023-07-31 01:24:42,249 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.948, mIoU: 0.722
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2023-07-31 01:24:43,090 semantic_segmentation INFO: Sample: 252, Validation pixAcc: 0.949, mIoU: 0.722
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2023-07-31 01:24:43,404 semantic_segmentation INFO: Sample: 255, Validation pixAcc: 0.949, mIoU: 0.722
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2023-07-31 01:24:50,528 semantic_segmentation INFO: Sample: 322, Validation pixAcc: 0.945, mIoU: 0.710
2023-07-31 01:24:50,640 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.945, mIoU: 0.710
2023-07-31 01:24:50,748 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.945, mIoU: 0.710
2023-07-31 01:24:50,857 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.945, mIoU: 0.710
2023-07-31 01:24:50,965 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.945, mIoU: 0.710
2023-07-31 01:24:51,074 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.945, mIoU: 0.710
2023-07-31 01:24:51,182 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.945, mIoU: 0.711
2023-07-31 01:24:51,289 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.945, mIoU: 0.711
2023-07-31 01:24:51,396 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.945, mIoU: 0.711
2023-07-31 01:24:51,509 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-31 01:24:51,622 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-31 01:24:51,729 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-31 01:24:51,838 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-31 01:24:51,950 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-31 01:24:52,065 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.945, mIoU: 0.712
2023-07-31 01:24:52,173 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.946, mIoU: 0.712
2023-07-31 01:24:52,280 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.946, mIoU: 0.712
2023-07-31 01:24:52,387 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.946, mIoU: 0.712
2023-07-31 01:24:52,493 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-31 01:24:52,598 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-31 01:24:52,702 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-31 01:24:52,806 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-31 01:24:52,911 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-31 01:24:53,018 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-31 01:24:53,122 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.946, mIoU: 0.713
2023-07-31 01:24:53,229 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.946, mIoU: 0.714
2023-07-31 01:24:53,339 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.946, mIoU: 0.714
2023-07-31 01:24:53,454 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-31 01:24:53,561 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-31 01:24:53,666 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-31 01:24:53,773 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-31 01:24:53,884 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-31 01:24:53,991 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-31 01:24:54,098 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-31 01:24:54,205 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-31 01:24:54,312 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-31 01:24:54,421 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-31 01:24:54,530 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-31 01:24:54,642 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-31 01:24:54,752 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-31 01:24:54,860 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-31 01:24:54,968 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-31 01:24:55,076 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-31 01:24:55,189 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-31 01:24:55,304 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-31 01:24:55,412 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-31 01:24:55,520 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-31 01:24:55,632 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-31 01:24:55,742 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-31 01:24:55,852 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-31 01:24:55,964 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-31 01:24:56,070 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-31 01:24:56,175 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-31 01:24:56,280 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-31 01:24:56,382 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-31 01:24:56,487 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-31 01:24:56,593 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-31 01:24:56,697 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-31 01:24:56,801 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-31 01:24:56,906 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-31 01:24:57,012 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-31 01:24:57,116 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-31 01:24:57,220 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-31 01:24:57,324 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-31 01:24:57,429 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-31 01:24:57,534 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 01:24:57,642 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 01:24:57,754 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 01:24:57,860 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 01:24:57,968 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-31 01:24:58,078 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-31 01:24:58,188 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-31 01:24:58,295 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-31 01:24:58,401 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-31 01:24:58,512 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-31 01:24:58,619 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-31 01:24:58,730 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-31 01:24:58,838 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-31 01:24:58,946 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-31 01:24:59,055 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-31 01:24:59,163 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-31 01:24:59,276 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 01:24:59,392 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 01:24:59,501 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 01:24:59,610 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.950, mIoU: 0.721
2023-07-31 01:24:59,721 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.950, mIoU: 0.721
2023-07-31 01:24:59,833 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.950, mIoU: 0.721
2023-07-31 01:24:59,945 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.950, mIoU: 0.721
2023-07-31 01:25:00,059 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.950, mIoU: 0.721
2023-07-31 01:25:00,169 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.950, mIoU: 0.721
2023-07-31 01:25:00,277 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.950, mIoU: 0.721
2023-07-31 01:25:00,381 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.950, mIoU: 0.721
2023-07-31 01:25:00,487 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.950, mIoU: 0.721
2023-07-31 01:25:00,593 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.950, mIoU: 0.721
2023-07-31 01:25:00,700 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.950, mIoU: 0.721
2023-07-31 01:25:00,807 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.950, mIoU: 0.721
2023-07-31 01:25:00,918 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.950, mIoU: 0.722
2023-07-31 01:25:01,037 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.950, mIoU: 0.722
2023-07-31 01:25:01,141 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.950, mIoU: 0.722
2023-07-31 01:25:01,247 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.950, mIoU: 0.722
2023-07-31 01:25:01,356 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.950, mIoU: 0.722
2023-07-31 01:25:01,465 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.950, mIoU: 0.722
2023-07-31 01:25:01,575 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.950, mIoU: 0.722
2023-07-31 01:25:01,684 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 01:25:01,796 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 01:25:01,908 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 01:25:02,022 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 01:25:02,130 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 01:25:02,234 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 01:25:02,338 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 01:25:02,445 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 01:25:02,554 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 01:25:02,658 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 01:25:02,768 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 01:25:02,882 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 01:25:02,987 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 01:25:03,092 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 01:25:03,203 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 01:25:03,313 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 01:25:03,420 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 01:25:03,530 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 01:25:03,638 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 01:25:03,747 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.951, mIoU: 0.723
2023-07-31 01:25:03,852 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 01:25:03,955 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.951, mIoU: 0.723
2023-07-31 01:25:04,062 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 01:25:04,165 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 01:25:04,268 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 01:25:04,373 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 01:25:04,479 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 01:25:04,584 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 01:25:04,688 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 01:25:04,792 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 01:25:04,895 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.952, mIoU: 0.724
2023-07-31 01:25:05,000 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.952, mIoU: 0.724
2023-07-31 01:25:05,109 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.952, mIoU: 0.724
2023-07-31 01:25:05,214 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.952, mIoU: 0.724
2023-07-31 01:25:05,323 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.952, mIoU: 0.724
2023-07-31 01:25:05,427 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.952, mIoU: 0.725
2023-07-31 01:25:05,538 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.952, mIoU: 0.725
2023-07-31 01:25:05,643 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.952, mIoU: 0.725
2023-07-31 01:25:05,748 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.952, mIoU: 0.725
2023-07-31 01:25:05,856 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.952, mIoU: 0.726
2023-07-31 01:25:05,963 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.952, mIoU: 0.726
2023-07-31 01:25:06,072 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.952, mIoU: 0.726
2023-07-31 01:25:06,179 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.952, mIoU: 0.726
2023-07-31 01:25:06,284 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.952, mIoU: 0.725
2023-07-31 01:25:06,393 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.952, mIoU: 0.725
2023-07-31 01:25:06,499 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.952, mIoU: 0.725
2023-07-31 01:25:06,603 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.952, mIoU: 0.725
2023-07-31 01:25:06,706 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.952, mIoU: 0.725
2023-07-31 01:25:06,811 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.952, mIoU: 0.725
2023-07-31 01:25:06,918 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.952, mIoU: 0.725
2023-07-31 01:25:07,021 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.952, mIoU: 0.725
2023-07-31 01:25:07,127 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.952, mIoU: 0.725
2023-07-31 01:25:07,230 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.952, mIoU: 0.725
2023-07-31 01:25:07,333 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.953, mIoU: 0.725
2023-07-31 01:25:07,436 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.953, mIoU: 0.725
2023-07-31 01:25:07,542 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.953, mIoU: 0.725
2023-07-31 01:25:07,646 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.953, mIoU: 0.725
2023-07-31 01:25:07,750 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.953, mIoU: 0.725
2023-07-31 01:25:07,854 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.953, mIoU: 0.725
2023-07-31 01:25:07,960 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.953, mIoU: 0.725
2023-07-31 01:25:08,063 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.953, mIoU: 0.725
2023-07-31 01:25:08,166 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.953, mIoU: 0.726
2023-07-31 01:25:08,268 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.953, mIoU: 0.726
2023-07-31 01:25:08,371 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.953, mIoU: 0.726
2023-07-31 01:25:08,474 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.953, mIoU: 0.726
2023-07-31 01:25:08,577 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.953, mIoU: 0.726
2023-07-31 01:25:08,680 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.953, mIoU: 0.726
2023-07-31 01:25:08,783 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.953, mIoU: 0.726
2023-07-31 01:25:08,886 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.953, mIoU: 0.726
2023-07-31 01:25:08,989 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.953, mIoU: 0.726
2023-07-31 01:25:09,100 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.953, mIoU: 0.727
2023-07-31 01:25:09,207 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.953, mIoU: 0.727
2023-07-31 01:25:09,315 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.953, mIoU: 0.727
2023-07-31 01:25:09,428 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.953, mIoU: 0.727
2023-07-31 01:25:09,536 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.953, mIoU: 0.727
2023-07-31 01:25:09,638 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.953, mIoU: 0.727
2023-07-31 01:25:41,580 semantic_segmentation INFO: Iters: 88810/150000 || Lr: 0.008924 || Task Loss: 0.1632 || KD Loss: 0.0447|| 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: 3 days, 11:42:48 || Estimated Time: 2 days, 9:40:41
2023-07-31 01:26:13,108 semantic_segmentation INFO: Iters: 88820/150000 || Lr: 0.008923 || Task Loss: 0.1412 || KD Loss: 0.0379|| 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: 3 days, 11:43:19 || Estimated Time: 2 days, 9:40:06
2023-07-31 01:26:44,622 semantic_segmentation INFO: Iters: 88830/150000 || Lr: 0.008922 || Task Loss: 0.2141 || KD Loss: 0.0464|| 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: 3 days, 11:43:51 || Estimated Time: 2 days, 9:39:30
2023-07-31 01:27:16,140 semantic_segmentation INFO: Iters: 88840/150000 || Lr: 0.008920 || Task Loss: 0.2639 || KD Loss: 0.0772|| 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: 3 days, 11:44:22 || Estimated Time: 2 days, 9:38:54
2023-07-31 01:27:47,691 semantic_segmentation INFO: Iters: 88850/150000 || Lr: 0.008919 || Task Loss: 0.2382 || KD Loss: 0.0556|| 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: 3 days, 11:44:54 || Estimated Time: 2 days, 9:38:19
2023-07-31 01:28:19,214 semantic_segmentation INFO: Iters: 88860/150000 || Lr: 0.008918 || Task Loss: 0.1649 || KD Loss: 0.0340|| 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: 3 days, 11:45:26 || Estimated Time: 2 days, 9:37:43
2023-07-31 01:28:50,760 semantic_segmentation INFO: Iters: 88870/150000 || Lr: 0.008916 || Task Loss: 0.1734 || KD Loss: 0.0387|| 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: 3 days, 11:45:57 || Estimated Time: 2 days, 9:37:08
2023-07-31 01:29:22,271 semantic_segmentation INFO: Iters: 88880/150000 || Lr: 0.008915 || Task Loss: 0.1384 || KD Loss: 0.0321|| 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: 3 days, 11:46:29 || Estimated Time: 2 days, 9:36:32
2023-07-31 01:29:53,819 semantic_segmentation INFO: Iters: 88890/150000 || Lr: 0.008914 || Task Loss: 0.2237 || KD Loss: 0.0484|| 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: 3 days, 11:47:00 || Estimated Time: 2 days, 9:35:57
2023-07-31 01:30:25,362 semantic_segmentation INFO: Iters: 88900/150000 || Lr: 0.008912 || Task Loss: 0.2138 || KD Loss: 0.0763|| 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: 3 days, 11:47:32 || Estimated Time: 2 days, 9:35:21
2023-07-31 01:30:56,918 semantic_segmentation INFO: Iters: 88910/150000 || Lr: 0.008911 || Task Loss: 0.1225 || KD Loss: 0.0391|| 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 days, 11:48:03 || Estimated Time: 2 days, 9:34:45
2023-07-31 01:31:28,425 semantic_segmentation INFO: Iters: 88920/150000 || Lr: 0.008910 || Task Loss: 0.1592 || KD Loss: 0.0401|| 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: 3 days, 11:48:35 || Estimated Time: 2 days, 9:34:10
2023-07-31 01:31:59,913 semantic_segmentation INFO: Iters: 88930/150000 || Lr: 0.008908 || Task Loss: 0.1588 || KD Loss: 0.0562|| 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: 3 days, 11:49:06 || Estimated Time: 2 days, 9:33:34
2023-07-31 01:32:31,419 semantic_segmentation INFO: Iters: 88940/150000 || Lr: 0.008907 || Task Loss: 0.1967 || KD Loss: 0.0365|| 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: 3 days, 11:49:38 || Estimated Time: 2 days, 9:32:59
2023-07-31 01:33:02,995 semantic_segmentation INFO: Iters: 88950/150000 || Lr: 0.008906 || Task Loss: 0.2132 || KD Loss: 0.0436|| 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: 3 days, 11:50:09 || Estimated Time: 2 days, 9:32:23
2023-07-31 01:33:34,528 semantic_segmentation INFO: Iters: 88960/150000 || Lr: 0.008904 || Task Loss: 0.1185 || KD Loss: 0.0311|| 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: 3 days, 11:50:41 || Estimated Time: 2 days, 9:31:48
2023-07-31 01:34:06,107 semantic_segmentation INFO: Iters: 88970/150000 || Lr: 0.008903 || Task Loss: 0.1536 || KD Loss: 0.0448|| 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: 3 days, 11:51:12 || Estimated Time: 2 days, 9:31:12
2023-07-31 01:34:37,613 semantic_segmentation INFO: Iters: 88980/150000 || Lr: 0.008902 || Task Loss: 0.1731 || KD Loss: 0.0381|| 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: 3 days, 11:51:44 || Estimated Time: 2 days, 9:30:36
2023-07-31 01:35:09,154 semantic_segmentation INFO: Iters: 88990/150000 || Lr: 0.008901 || Task Loss: 0.2543 || KD Loss: 0.0713|| 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: 3 days, 11:52:16 || Estimated Time: 2 days, 9:30:01
2023-07-31 01:35:40,744 semantic_segmentation INFO: Iters: 89000/150000 || Lr: 0.008899 || Task Loss: 0.1176 || KD Loss: 0.0325|| 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: 3 days, 11:52:47 || Estimated Time: 2 days, 9:29:25
2023-07-31 01:36:12,275 semantic_segmentation INFO: Iters: 89010/150000 || Lr: 0.008898 || Task Loss: 0.1998 || KD Loss: 0.0483|| 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: 3 days, 11:53:19 || Estimated Time: 2 days, 9:28:50
2023-07-31 01:36:43,830 semantic_segmentation INFO: Iters: 89020/150000 || Lr: 0.008897 || Task Loss: 0.1881 || KD Loss: 0.0314|| 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: 3 days, 11:53:50 || Estimated Time: 2 days, 9:28:14
2023-07-31 01:37:15,396 semantic_segmentation INFO: Iters: 89030/150000 || Lr: 0.008895 || Task Loss: 0.1547 || KD Loss: 0.0513|| 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: 3 days, 11:54:22 || Estimated Time: 2 days, 9:27:39
2023-07-31 01:37:46,970 semantic_segmentation INFO: Iters: 89040/150000 || Lr: 0.008894 || Task Loss: 0.2361 || KD Loss: 0.0542|| 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: 3 days, 11:54:53 || Estimated Time: 2 days, 9:27:03
2023-07-31 01:38:18,508 semantic_segmentation INFO: Iters: 89050/150000 || Lr: 0.008893 || Task Loss: 0.1280 || KD Loss: 0.0238|| 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: 3 days, 11:55:25 || Estimated Time: 2 days, 9:26:28
2023-07-31 01:38:50,085 semantic_segmentation INFO: Iters: 89060/150000 || Lr: 0.008891 || Task Loss: 0.2476 || KD Loss: 0.0523|| 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: 3 days, 11:55:56 || Estimated Time: 2 days, 9:25:52
2023-07-31 01:39:21,594 semantic_segmentation INFO: Iters: 89070/150000 || Lr: 0.008890 || Task Loss: 0.2041 || KD Loss: 0.0520|| 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: 3 days, 11:56:28 || Estimated Time: 2 days, 9:25:16
2023-07-31 01:39:53,128 semantic_segmentation INFO: Iters: 89080/150000 || Lr: 0.008889 || Task Loss: 0.2022 || KD Loss: 0.0379|| 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: 3 days, 11:56:59 || Estimated Time: 2 days, 9:24:41
2023-07-31 01:40:24,661 semantic_segmentation INFO: Iters: 89090/150000 || Lr: 0.008887 || Task Loss: 0.1356 || KD Loss: 0.0296|| 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: 3 days, 11:57:31 || Estimated Time: 2 days, 9:24:05
2023-07-31 01:40:56,222 semantic_segmentation INFO: Iters: 89100/150000 || Lr: 0.008886 || Task Loss: 0.1837 || KD Loss: 0.0330|| 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: 3 days, 11:58:03 || Estimated Time: 2 days, 9:23:30
2023-07-31 01:41:27,742 semantic_segmentation INFO: Iters: 89110/150000 || Lr: 0.008885 || Task Loss: 0.1704 || KD Loss: 0.0563|| 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: 3 days, 11:58:34 || Estimated Time: 2 days, 9:22:54
2023-07-31 01:41:59,279 semantic_segmentation INFO: Iters: 89120/150000 || Lr: 0.008883 || Task Loss: 0.1800 || KD Loss: 0.0518|| 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: 3 days, 11:59:06 || Estimated Time: 2 days, 9:22:19
2023-07-31 01:42:30,796 semantic_segmentation INFO: Iters: 89130/150000 || Lr: 0.008882 || Task Loss: 0.1820 || KD Loss: 0.0453|| 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: 3 days, 11:59:37 || Estimated Time: 2 days, 9:21:43
2023-07-31 01:43:02,334 semantic_segmentation INFO: Iters: 89140/150000 || Lr: 0.008881 || Task Loss: 0.2195 || KD Loss: 0.0449|| 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: 3 days, 12:00:09 || Estimated Time: 2 days, 9:21:07
2023-07-31 01:43:33,880 semantic_segmentation INFO: Iters: 89150/150000 || Lr: 0.008880 || Task Loss: 0.1713 || KD Loss: 0.0378|| 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: 3 days, 12:00:40 || Estimated Time: 2 days, 9:20:32
2023-07-31 01:44:05,359 semantic_segmentation INFO: Iters: 89160/150000 || Lr: 0.008878 || Task Loss: 0.2004 || KD Loss: 0.0477|| 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: 3 days, 12:01:12 || Estimated Time: 2 days, 9:19:56
2023-07-31 01:44:36,872 semantic_segmentation INFO: Iters: 89170/150000 || Lr: 0.008877 || Task Loss: 0.1809 || KD Loss: 0.0436|| 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: 3 days, 12:01:43 || Estimated Time: 2 days, 9:19:21
2023-07-31 01:45:08,347 semantic_segmentation INFO: Iters: 89180/150000 || Lr: 0.008876 || Task Loss: 0.2456 || KD Loss: 0.0639|| 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: 3 days, 12:02:15 || Estimated Time: 2 days, 9:18:45
2023-07-31 01:45:39,896 semantic_segmentation INFO: Iters: 89190/150000 || Lr: 0.008874 || Task Loss: 0.1556 || KD Loss: 0.0433|| 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: 3 days, 12:02:46 || Estimated Time: 2 days, 9:18:10
2023-07-31 01:46:11,377 semantic_segmentation INFO: Iters: 89200/150000 || Lr: 0.008873 || Task Loss: 0.2020 || KD Loss: 0.0402|| 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: 3 days, 12:03:18 || Estimated Time: 2 days, 9:17:34
2023-07-31 01:46:42,873 semantic_segmentation INFO: Iters: 89210/150000 || Lr: 0.008872 || Task Loss: 0.1592 || KD Loss: 0.0373|| 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: 3 days, 12:03:49 || Estimated Time: 2 days, 9:16:58
2023-07-31 01:47:14,396 semantic_segmentation INFO: Iters: 89220/150000 || Lr: 0.008870 || Task Loss: 0.2028 || KD Loss: 0.0440|| 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: 3 days, 12:04:21 || Estimated Time: 2 days, 9:16:23
2023-07-31 01:47:45,861 semantic_segmentation INFO: Iters: 89230/150000 || Lr: 0.008869 || Task Loss: 0.2412 || KD Loss: 0.0441|| 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: 3 days, 12:04:52 || Estimated Time: 2 days, 9:15:47
2023-07-31 01:48:17,386 semantic_segmentation INFO: Iters: 89240/150000 || Lr: 0.008868 || Task Loss: 0.1280 || KD Loss: 0.0243|| 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: 3 days, 12:05:24 || Estimated Time: 2 days, 9:15:12
2023-07-31 01:48:48,908 semantic_segmentation INFO: Iters: 89250/150000 || Lr: 0.008866 || Task Loss: 0.2318 || KD Loss: 0.0520|| 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: 3 days, 12:05:55 || Estimated Time: 2 days, 9:14:36
2023-07-31 01:49:20,374 semantic_segmentation INFO: Iters: 89260/150000 || Lr: 0.008865 || Task Loss: 0.1364 || KD Loss: 0.0336|| 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: 3 days, 12:06:27 || Estimated Time: 2 days, 9:14:01
2023-07-31 01:49:51,899 semantic_segmentation INFO: Iters: 89270/150000 || Lr: 0.008864 || Task Loss: 0.2637 || KD Loss: 0.0521|| 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: 3 days, 12:06:58 || Estimated Time: 2 days, 9:13:25
2023-07-31 01:50:23,419 semantic_segmentation INFO: Iters: 89280/150000 || Lr: 0.008862 || Task Loss: 0.2477 || KD Loss: 0.0506|| 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: 3 days, 12:07:30 || Estimated Time: 2 days, 9:12:49
2023-07-31 01:50:54,983 semantic_segmentation INFO: Iters: 89290/150000 || Lr: 0.008861 || Task Loss: 0.1618 || KD Loss: 0.0325|| 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: 3 days, 12:08:01 || Estimated Time: 2 days, 9:12:14
2023-07-31 01:51:26,524 semantic_segmentation INFO: Iters: 89300/150000 || Lr: 0.008860 || Task Loss: 0.1778 || KD Loss: 0.0442|| 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: 3 days, 12:08:33 || Estimated Time: 2 days, 9:11:38
2023-07-31 01:51:58,065 semantic_segmentation INFO: Iters: 89310/150000 || Lr: 0.008858 || Task Loss: 0.2127 || KD Loss: 0.0523|| 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: 3 days, 12:09:04 || Estimated Time: 2 days, 9:11:03
2023-07-31 01:52:29,594 semantic_segmentation INFO: Iters: 89320/150000 || Lr: 0.008857 || Task Loss: 0.1623 || KD Loss: 0.0408|| 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: 3 days, 12:09:36 || Estimated Time: 2 days, 9:10:27
2023-07-31 01:53:01,146 semantic_segmentation INFO: Iters: 89330/150000 || Lr: 0.008856 || Task Loss: 0.2151 || KD Loss: 0.0564|| 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: 3 days, 12:10:08 || Estimated Time: 2 days, 9:09:52
2023-07-31 01:53:32,670 semantic_segmentation INFO: Iters: 89340/150000 || Lr: 0.008855 || Task Loss: 0.2250 || KD Loss: 0.0549|| 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: 3 days, 12:10:39 || Estimated Time: 2 days, 9:09:16
2023-07-31 01:54:04,208 semantic_segmentation INFO: Iters: 89350/150000 || Lr: 0.008853 || Task Loss: 0.1739 || KD Loss: 0.0381|| 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: 3 days, 12:11:11 || Estimated Time: 2 days, 9:08:41
2023-07-31 01:54:35,722 semantic_segmentation INFO: Iters: 89360/150000 || Lr: 0.008852 || Task Loss: 0.1496 || KD Loss: 0.0376|| 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: 3 days, 12:11:42 || Estimated Time: 2 days, 9:08:05
2023-07-31 01:55:07,264 semantic_segmentation INFO: Iters: 89370/150000 || Lr: 0.008851 || Task Loss: 0.2386 || KD Loss: 0.0660|| 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: 3 days, 12:12:14 || Estimated Time: 2 days, 9:07:30
2023-07-31 01:55:38,801 semantic_segmentation INFO: Iters: 89380/150000 || Lr: 0.008849 || Task Loss: 0.2112 || KD Loss: 0.0480|| 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: 3 days, 12:12:45 || Estimated Time: 2 days, 9:06:54
2023-07-31 01:56:10,326 semantic_segmentation INFO: Iters: 89390/150000 || Lr: 0.008848 || Task Loss: 0.2020 || KD Loss: 0.0403|| 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 days, 12:13:17 || Estimated Time: 2 days, 9:06:19
2023-07-31 01:56:41,865 semantic_segmentation INFO: Iters: 89400/150000 || Lr: 0.008847 || Task Loss: 0.1892 || KD Loss: 0.0569|| 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: 3 days, 12:13:48 || Estimated Time: 2 days, 9:05:43
2023-07-31 01:57:13,337 semantic_segmentation INFO: Iters: 89410/150000 || Lr: 0.008845 || Task Loss: 0.1579 || KD Loss: 0.0330|| 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: 3 days, 12:14:20 || Estimated Time: 2 days, 9:05:07
2023-07-31 01:57:44,862 semantic_segmentation INFO: Iters: 89420/150000 || Lr: 0.008844 || Task Loss: 0.1779 || KD Loss: 0.0483|| 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: 3 days, 12:14:51 || Estimated Time: 2 days, 9:04:32
2023-07-31 01:58:16,396 semantic_segmentation INFO: Iters: 89430/150000 || Lr: 0.008843 || Task Loss: 0.1801 || KD Loss: 0.0581|| 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: 3 days, 12:15:23 || Estimated Time: 2 days, 9:03:56
2023-07-31 01:58:47,979 semantic_segmentation INFO: Iters: 89440/150000 || Lr: 0.008841 || Task Loss: 0.2735 || KD Loss: 0.1170|| 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: 3 days, 12:15:54 || Estimated Time: 2 days, 9:03:21
2023-07-31 01:59:19,431 semantic_segmentation INFO: Iters: 89450/150000 || Lr: 0.008840 || Task Loss: 0.2317 || KD Loss: 0.0610|| 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: 3 days, 12:16:26 || Estimated Time: 2 days, 9:02:45
2023-07-31 01:59:50,962 semantic_segmentation INFO: Iters: 89460/150000 || Lr: 0.008839 || Task Loss: 0.1819 || KD Loss: 0.0606|| 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: 3 days, 12:16:57 || Estimated Time: 2 days, 9:02:10
2023-07-31 02:00:22,461 semantic_segmentation INFO: Iters: 89470/150000 || Lr: 0.008837 || Task Loss: 0.2179 || KD Loss: 0.0615|| 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: 3 days, 12:17:29 || Estimated Time: 2 days, 9:01:34
2023-07-31 02:00:54,010 semantic_segmentation INFO: Iters: 89480/150000 || Lr: 0.008836 || Task Loss: 0.2302 || KD Loss: 0.0510|| 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: 3 days, 12:18:00 || Estimated Time: 2 days, 9:00:59
2023-07-31 02:01:25,511 semantic_segmentation INFO: Iters: 89490/150000 || Lr: 0.008835 || Task Loss: 0.2588 || KD Loss: 0.0580|| 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: 3 days, 12:18:32 || Estimated Time: 2 days, 9:00:23
2023-07-31 02:01:57,002 semantic_segmentation INFO: Iters: 89500/150000 || Lr: 0.008834 || Task Loss: 0.1854 || KD Loss: 0.0721|| 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: 3 days, 12:19:03 || Estimated Time: 2 days, 8:59:48
2023-07-31 02:02:28,522 semantic_segmentation INFO: Iters: 89510/150000 || Lr: 0.008832 || Task Loss: 0.1376 || KD Loss: 0.0329|| 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: 3 days, 12:19:35 || Estimated Time: 2 days, 8:59:12
2023-07-31 02:03:00,074 semantic_segmentation INFO: Iters: 89520/150000 || Lr: 0.008831 || Task Loss: 0.2066 || KD Loss: 0.0512|| 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: 3 days, 12:20:06 || Estimated Time: 2 days, 8:58:37
2023-07-31 02:03:31,614 semantic_segmentation INFO: Iters: 89530/150000 || Lr: 0.008830 || Task Loss: 0.2192 || KD Loss: 0.0751|| 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: 3 days, 12:20:38 || Estimated Time: 2 days, 8:58:01
2023-07-31 02:04:03,113 semantic_segmentation INFO: Iters: 89540/150000 || Lr: 0.008828 || Task Loss: 0.2908 || KD Loss: 0.0607|| 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: 3 days, 12:21:09 || Estimated Time: 2 days, 8:57:26
2023-07-31 02:04:34,643 semantic_segmentation INFO: Iters: 89550/150000 || Lr: 0.008827 || Task Loss: 0.1816 || KD Loss: 0.0442|| 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: 3 days, 12:21:41 || Estimated Time: 2 days, 8:56:50
2023-07-31 02:05:06,224 semantic_segmentation INFO: Iters: 89560/150000 || Lr: 0.008826 || Task Loss: 0.1395 || KD Loss: 0.0327|| 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: 3 days, 12:22:13 || Estimated Time: 2 days, 8:56:14
2023-07-31 02:05:37,732 semantic_segmentation INFO: Iters: 89570/150000 || Lr: 0.008824 || Task Loss: 0.1681 || KD Loss: 0.0449|| 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: 3 days, 12:22:44 || Estimated Time: 2 days, 8:55:39
2023-07-31 02:06:09,296 semantic_segmentation INFO: Iters: 89580/150000 || Lr: 0.008823 || Task Loss: 0.2085 || KD Loss: 0.0665|| 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: 3 days, 12:23:16 || Estimated Time: 2 days, 8:55:03
2023-07-31 02:06:40,809 semantic_segmentation INFO: Iters: 89590/150000 || Lr: 0.008822 || Task Loss: 0.2221 || KD Loss: 0.0423|| 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: 3 days, 12:23:47 || Estimated Time: 2 days, 8:54:28
2023-07-31 02:07:12,313 semantic_segmentation INFO: Iters: 89600/150000 || Lr: 0.008820 || Task Loss: 0.2142 || KD Loss: 0.0532|| 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: 3 days, 12:24:19 || Estimated Time: 2 days, 8:53:52
2023-07-31 02:07:12,381 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 02:07:13,259 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.966, mIoU: 0.401
2023-07-31 02:07:13,368 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.509
2023-07-31 02:07:13,473 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.513
2023-07-31 02:07:13,580 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.537
2023-07-31 02:07:13,686 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.531
2023-07-31 02:07:13,795 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.536
2023-07-31 02:07:13,903 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.580
2023-07-31 02:07:14,010 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.627
2023-07-31 02:07:14,112 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.671
2023-07-31 02:07:14,215 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.719
2023-07-31 02:07:14,318 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.726
2023-07-31 02:07:14,423 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.753
2023-07-31 02:07:14,526 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.747
2023-07-31 02:07:14,629 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.729
2023-07-31 02:07:14,731 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.732
2023-07-31 02:07:14,833 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.721
2023-07-31 02:07:14,936 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.722
2023-07-31 02:07:15,038 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.722
2023-07-31 02:07:15,140 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.728
2023-07-31 02:07:15,245 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.735
2023-07-31 02:07:15,349 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.954, mIoU: 0.732
2023-07-31 02:07:15,455 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.706
2023-07-31 02:07:15,559 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.706
2023-07-31 02:07:15,669 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.714
2023-07-31 02:07:15,783 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-31 02:07:15,886 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-31 02:07:15,988 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-31 02:07:16,094 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-31 02:07:16,202 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.716
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2023-07-31 02:07:57,674 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-31 02:07:57,782 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-31 02:07:57,891 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-31 02:07:57,999 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-31 02:07:58,109 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-31 02:07:58,218 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-31 02:07:58,329 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-31 02:07:58,440 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-31 02:07:58,544 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-31 02:07:58,649 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-31 02:07:58,752 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-31 02:07:58,857 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-31 02:07:58,959 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-31 02:07:59,065 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-31 02:07:59,169 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-31 02:07:59,276 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-31 02:07:59,381 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-31 02:07:59,487 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-31 02:07:59,590 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-31 02:07:59,694 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-31 02:07:59,798 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-31 02:07:59,903 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.953, mIoU: 0.734
2023-07-31 02:08:00,008 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.953, mIoU: 0.734
2023-07-31 02:08:00,118 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.953, mIoU: 0.734
2023-07-31 02:08:00,228 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.953, mIoU: 0.734
2023-07-31 02:08:00,336 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.953, mIoU: 0.734
2023-07-31 02:08:00,443 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.953, mIoU: 0.734
2023-07-31 02:08:00,551 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.953, mIoU: 0.734
2023-07-31 02:08:00,658 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.953, mIoU: 0.734
2023-07-31 02:08:00,764 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.953, mIoU: 0.734
2023-07-31 02:08:00,874 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.953, mIoU: 0.734
2023-07-31 02:08:00,982 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.953, mIoU: 0.734
2023-07-31 02:08:01,091 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.953, mIoU: 0.734
2023-07-31 02:08:01,197 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.953, mIoU: 0.734
2023-07-31 02:08:01,303 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.953, mIoU: 0.734
2023-07-31 02:08:01,409 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.953, mIoU: 0.734
2023-07-31 02:08:01,513 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 02:08:01,617 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 02:08:01,721 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 02:08:01,826 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 02:08:01,926 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 02:08:02,032 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 02:08:02,140 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 02:08:02,243 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 02:08:02,349 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.953, mIoU: 0.736
2023-07-31 02:08:02,451 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.953, mIoU: 0.736
2023-07-31 02:08:02,559 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.953, mIoU: 0.736
2023-07-31 02:08:02,665 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.953, mIoU: 0.736
2023-07-31 02:08:02,771 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.953, mIoU: 0.736
2023-07-31 02:08:02,877 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.953, mIoU: 0.736
2023-07-31 02:08:02,986 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.953, mIoU: 0.736
2023-07-31 02:08:03,099 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.953, mIoU: 0.736
2023-07-31 02:08:03,206 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.953, mIoU: 0.736
2023-07-31 02:08:03,312 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.953, mIoU: 0.736
2023-07-31 02:08:03,422 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.954, mIoU: 0.736
2023-07-31 02:08:03,529 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.954, mIoU: 0.736
2023-07-31 02:08:03,640 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.736
2023-07-31 02:08:03,750 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.736
2023-07-31 02:08:03,859 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.736
2023-07-31 02:08:03,968 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.736
2023-07-31 02:08:04,078 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.736
2023-07-31 02:08:04,193 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.954, mIoU: 0.736
2023-07-31 02:08:04,300 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.736
2023-07-31 02:08:04,406 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.736
2023-07-31 02:08:04,511 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.736
2023-07-31 02:08:04,615 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.736
2023-07-31 02:08:04,719 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.736
2023-07-31 02:08:04,828 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.736
2023-07-31 02:08:04,937 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.737
2023-07-31 02:08:05,043 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.736
2023-07-31 02:08:05,149 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.736
2023-07-31 02:08:05,259 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.954, mIoU: 0.737
2023-07-31 02:08:05,369 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.737
2023-07-31 02:08:05,475 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.737
2023-07-31 02:08:05,581 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.737
2023-07-31 02:08:05,688 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.737
2023-07-31 02:08:05,796 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.737
2023-07-31 02:08:05,904 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.737
2023-07-31 02:08:06,012 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.737
2023-07-31 02:08:06,116 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.737
2023-07-31 02:08:06,223 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.954, mIoU: 0.737
2023-07-31 02:08:38,158 semantic_segmentation INFO: Iters: 89610/150000 || Lr: 0.008819 || Task Loss: 0.1558 || KD Loss: 0.0422|| 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: 3 days, 12:25:45 || Estimated Time: 2 days, 8:53:53
2023-07-31 02:09:09,653 semantic_segmentation INFO: Iters: 89620/150000 || Lr: 0.008818 || Task Loss: 0.2144 || KD Loss: 0.0424|| 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: 3 days, 12:26:16 || Estimated Time: 2 days, 8:53:18
2023-07-31 02:09:41,128 semantic_segmentation INFO: Iters: 89630/150000 || Lr: 0.008816 || Task Loss: 0.1572 || KD Loss: 0.0291|| 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: 3 days, 12:26:47 || Estimated Time: 2 days, 8:52:42
2023-07-31 02:10:12,643 semantic_segmentation INFO: Iters: 89640/150000 || Lr: 0.008815 || Task Loss: 0.1443 || KD Loss: 0.0388|| 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: 3 days, 12:27:19 || Estimated Time: 2 days, 8:52:07
2023-07-31 02:10:44,097 semantic_segmentation INFO: Iters: 89650/150000 || Lr: 0.008814 || Task Loss: 0.2467 || KD Loss: 0.0620|| 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: 3 days, 12:27:50 || Estimated Time: 2 days, 8:51:31
2023-07-31 02:11:15,620 semantic_segmentation INFO: Iters: 89660/150000 || Lr: 0.008812 || Task Loss: 0.2353 || KD Loss: 0.0458|| 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: 3 days, 12:28:22 || Estimated Time: 2 days, 8:50:56
2023-07-31 02:11:47,111 semantic_segmentation INFO: Iters: 89670/150000 || Lr: 0.008811 || Task Loss: 0.1982 || KD Loss: 0.0425|| 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: 3 days, 12:28:53 || Estimated Time: 2 days, 8:50:20
2023-07-31 02:12:18,655 semantic_segmentation INFO: Iters: 89680/150000 || Lr: 0.008810 || Task Loss: 0.1576 || KD Loss: 0.0325|| 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: 3 days, 12:29:25 || Estimated Time: 2 days, 8:49:45
2023-07-31 02:12:50,155 semantic_segmentation INFO: Iters: 89690/150000 || Lr: 0.008809 || Task Loss: 0.2563 || KD Loss: 0.0499|| 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: 3 days, 12:29:57 || Estimated Time: 2 days, 8:49:09
2023-07-31 02:13:21,682 semantic_segmentation INFO: Iters: 89700/150000 || Lr: 0.008807 || Task Loss: 0.1972 || KD Loss: 0.0397|| 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: 3 days, 12:30:28 || Estimated Time: 2 days, 8:48:34
2023-07-31 02:13:53,153 semantic_segmentation INFO: Iters: 89710/150000 || Lr: 0.008806 || Task Loss: 0.2445 || KD Loss: 0.0380|| 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: 3 days, 12:31:00 || Estimated Time: 2 days, 8:47:58
2023-07-31 02:14:24,703 semantic_segmentation INFO: Iters: 89720/150000 || Lr: 0.008805 || Task Loss: 0.1660 || KD Loss: 0.0483|| 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: 3 days, 12:31:31 || Estimated Time: 2 days, 8:47:23
2023-07-31 02:14:56,210 semantic_segmentation INFO: Iters: 89730/150000 || Lr: 0.008803 || Task Loss: 0.1870 || KD Loss: 0.0564|| 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: 3 days, 12:32:03 || Estimated Time: 2 days, 8:46:47
2023-07-31 02:15:27,765 semantic_segmentation INFO: Iters: 89740/150000 || Lr: 0.008802 || Task Loss: 0.2004 || KD Loss: 0.0435|| 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: 3 days, 12:32:34 || Estimated Time: 2 days, 8:46:11
2023-07-31 02:15:59,287 semantic_segmentation INFO: Iters: 89750/150000 || Lr: 0.008801 || Task Loss: 0.1459 || KD Loss: 0.0300|| 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 days, 12:33:06 || Estimated Time: 2 days, 8:45:36
2023-07-31 02:16:30,820 semantic_segmentation INFO: Iters: 89760/150000 || Lr: 0.008799 || Task Loss: 0.3831 || KD Loss: 0.0706|| 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: 3 days, 12:33:37 || Estimated Time: 2 days, 8:45:00
2023-07-31 02:17:02,325 semantic_segmentation INFO: Iters: 89770/150000 || Lr: 0.008798 || Task Loss: 0.1989 || KD Loss: 0.0291|| 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: 3 days, 12:34:09 || Estimated Time: 2 days, 8:44:25
2023-07-31 02:17:33,889 semantic_segmentation INFO: Iters: 89780/150000 || Lr: 0.008797 || Task Loss: 0.2042 || KD Loss: 0.0589|| 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: 3 days, 12:34:40 || Estimated Time: 2 days, 8:43:49
2023-07-31 02:18:05,382 semantic_segmentation INFO: Iters: 89790/150000 || Lr: 0.008795 || Task Loss: 0.2738 || KD Loss: 0.0639|| 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: 3 days, 12:35:12 || Estimated Time: 2 days, 8:43:14
2023-07-31 02:18:36,905 semantic_segmentation INFO: Iters: 89800/150000 || Lr: 0.008794 || Task Loss: 0.1707 || KD Loss: 0.0388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 12:35:43 || Estimated Time: 2 days, 8:42:38
2023-07-31 02:19:08,476 semantic_segmentation INFO: Iters: 89810/150000 || Lr: 0.008793 || Task Loss: 0.1941 || KD Loss: 0.0434|| 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: 3 days, 12:36:15 || Estimated Time: 2 days, 8:42:03
2023-07-31 02:19:40,070 semantic_segmentation INFO: Iters: 89820/150000 || Lr: 0.008791 || Task Loss: 0.1880 || KD Loss: 0.0359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 12:36:46 || Estimated Time: 2 days, 8:41:27
2023-07-31 02:20:11,620 semantic_segmentation INFO: Iters: 89830/150000 || Lr: 0.008790 || Task Loss: 0.2171 || KD Loss: 0.0527|| 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: 3 days, 12:37:18 || Estimated Time: 2 days, 8:40:52
2023-07-31 02:20:43,173 semantic_segmentation INFO: Iters: 89840/150000 || Lr: 0.008789 || Task Loss: 0.1788 || KD Loss: 0.0575|| 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: 3 days, 12:37:50 || Estimated Time: 2 days, 8:40:16
2023-07-31 02:21:14,739 semantic_segmentation INFO: Iters: 89850/150000 || Lr: 0.008788 || Task Loss: 0.1912 || KD Loss: 0.0489|| 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: 3 days, 12:38:21 || Estimated Time: 2 days, 8:39:41
2023-07-31 02:21:46,337 semantic_segmentation INFO: Iters: 89860/150000 || Lr: 0.008786 || Task Loss: 0.1938 || KD Loss: 0.0455|| 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: 3 days, 12:38:53 || Estimated Time: 2 days, 8:39:05
2023-07-31 02:22:17,890 semantic_segmentation INFO: Iters: 89870/150000 || Lr: 0.008785 || Task Loss: 0.1742 || KD Loss: 0.0620|| 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: 3 days, 12:39:24 || Estimated Time: 2 days, 8:38:30
2023-07-31 02:22:49,437 semantic_segmentation INFO: Iters: 89880/150000 || Lr: 0.008784 || Task Loss: 0.2192 || KD Loss: 0.0453|| 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: 3 days, 12:39:56 || Estimated Time: 2 days, 8:37:55
2023-07-31 02:23:20,995 semantic_segmentation INFO: Iters: 89890/150000 || Lr: 0.008782 || Task Loss: 0.2318 || KD Loss: 0.0747|| 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: 3 days, 12:40:27 || Estimated Time: 2 days, 8:37:19
2023-07-31 02:23:52,536 semantic_segmentation INFO: Iters: 89900/150000 || Lr: 0.008781 || Task Loss: 0.1531 || KD Loss: 0.0377|| 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: 3 days, 12:40:59 || Estimated Time: 2 days, 8:36:44
2023-07-31 02:24:24,048 semantic_segmentation INFO: Iters: 89910/150000 || Lr: 0.008780 || Task Loss: 0.2632 || KD Loss: 0.0809|| 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: 3 days, 12:41:30 || Estimated Time: 2 days, 8:36:08
2023-07-31 02:24:55,572 semantic_segmentation INFO: Iters: 89920/150000 || Lr: 0.008778 || Task Loss: 0.2790 || KD Loss: 0.0770|| 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: 3 days, 12:42:02 || Estimated Time: 2 days, 8:35:33
2023-07-31 02:25:27,132 semantic_segmentation INFO: Iters: 89930/150000 || Lr: 0.008777 || Task Loss: 0.1562 || KD Loss: 0.0387|| 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: 3 days, 12:42:33 || Estimated Time: 2 days, 8:34:57
2023-07-31 02:25:58,682 semantic_segmentation INFO: Iters: 89940/150000 || Lr: 0.008776 || Task Loss: 0.1467 || KD Loss: 0.0407|| 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: 3 days, 12:43:05 || Estimated Time: 2 days, 8:34:22
2023-07-31 02:26:30,211 semantic_segmentation INFO: Iters: 89950/150000 || Lr: 0.008774 || Task Loss: 0.1925 || KD Loss: 0.0495|| 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: 3 days, 12:43:37 || Estimated Time: 2 days, 8:33:46
2023-07-31 02:27:01,669 semantic_segmentation INFO: Iters: 89960/150000 || Lr: 0.008773 || Task Loss: 0.1742 || KD Loss: 0.0482|| 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: 3 days, 12:44:08 || Estimated Time: 2 days, 8:33:11
2023-07-31 02:27:33,219 semantic_segmentation INFO: Iters: 89970/150000 || Lr: 0.008772 || Task Loss: 0.2041 || KD Loss: 0.0436|| 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: 3 days, 12:44:40 || Estimated Time: 2 days, 8:32:35
2023-07-31 02:28:04,709 semantic_segmentation INFO: Iters: 89980/150000 || Lr: 0.008770 || Task Loss: 0.1682 || KD Loss: 0.0365|| 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: 3 days, 12:45:11 || Estimated Time: 2 days, 8:32:00
2023-07-31 02:28:36,257 semantic_segmentation INFO: Iters: 89990/150000 || Lr: 0.008769 || Task Loss: 0.2076 || KD Loss: 0.0465|| 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: 3 days, 12:45:43 || Estimated Time: 2 days, 8:31:24
2023-07-31 02:29:07,764 semantic_segmentation INFO: Iters: 90000/150000 || Lr: 0.008768 || Task Loss: 0.2155 || KD Loss: 0.0449|| 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: 3 days, 12:46:14 || Estimated Time: 2 days, 8:30:49
2023-07-31 02:29:39,303 semantic_segmentation INFO: Iters: 90010/150000 || Lr: 0.008766 || Task Loss: 0.1843 || KD Loss: 0.0424|| 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: 3 days, 12:46:46 || Estimated Time: 2 days, 8:30:13
2023-07-31 02:30:10,806 semantic_segmentation INFO: Iters: 90020/150000 || Lr: 0.008765 || Task Loss: 0.1847 || KD Loss: 0.0518|| 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: 3 days, 12:47:17 || Estimated Time: 2 days, 8:29:38
2023-07-31 02:30:42,328 semantic_segmentation INFO: Iters: 90030/150000 || Lr: 0.008764 || Task Loss: 0.2008 || KD Loss: 0.0791|| 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: 3 days, 12:47:49 || Estimated Time: 2 days, 8:29:02
2023-07-31 02:31:13,883 semantic_segmentation INFO: Iters: 90040/150000 || Lr: 0.008763 || Task Loss: 0.3818 || KD Loss: 0.1802|| 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: 3 days, 12:48:20 || Estimated Time: 2 days, 8:28:27
2023-07-31 02:31:45,415 semantic_segmentation INFO: Iters: 90050/150000 || Lr: 0.008761 || Task Loss: 0.1923 || KD Loss: 0.0666|| 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: 3 days, 12:48:52 || Estimated Time: 2 days, 8:27:51
2023-07-31 02:32:16,940 semantic_segmentation INFO: Iters: 90060/150000 || Lr: 0.008760 || Task Loss: 0.2340 || KD Loss: 0.0481|| 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 days, 12:49:23 || Estimated Time: 2 days, 8:27:16
2023-07-31 02:32:48,493 semantic_segmentation INFO: Iters: 90070/150000 || Lr: 0.008759 || Task Loss: 0.2868 || KD Loss: 0.0635|| 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: 3 days, 12:49:55 || Estimated Time: 2 days, 8:26:40
2023-07-31 02:33:20,017 semantic_segmentation INFO: Iters: 90080/150000 || Lr: 0.008757 || Task Loss: 0.3435 || KD Loss: 0.1208|| 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: 3 days, 12:50:26 || Estimated Time: 2 days, 8:26:05
2023-07-31 02:33:51,572 semantic_segmentation INFO: Iters: 90090/150000 || Lr: 0.008756 || Task Loss: 0.1413 || KD Loss: 0.0440|| 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: 3 days, 12:50:58 || Estimated Time: 2 days, 8:25:29
2023-07-31 02:34:23,074 semantic_segmentation INFO: Iters: 90100/150000 || Lr: 0.008755 || Task Loss: 0.2003 || KD Loss: 0.0558|| 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: 3 days, 12:51:29 || Estimated Time: 2 days, 8:24:54
2023-07-31 02:34:54,617 semantic_segmentation INFO: Iters: 90110/150000 || Lr: 0.008753 || Task Loss: 0.1801 || KD Loss: 0.0390|| 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: 3 days, 12:52:01 || Estimated Time: 2 days, 8:24:18
2023-07-31 02:35:26,141 semantic_segmentation INFO: Iters: 90120/150000 || Lr: 0.008752 || Task Loss: 0.1412 || KD Loss: 0.0315|| 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: 3 days, 12:52:32 || Estimated Time: 2 days, 8:23:43
2023-07-31 02:35:57,715 semantic_segmentation INFO: Iters: 90130/150000 || Lr: 0.008751 || Task Loss: 0.2983 || KD Loss: 0.0728|| 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: 3 days, 12:53:04 || Estimated Time: 2 days, 8:23:07
2023-07-31 02:36:29,250 semantic_segmentation INFO: Iters: 90140/150000 || Lr: 0.008749 || Task Loss: 0.2862 || KD Loss: 0.0681|| 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: 3 days, 12:53:36 || Estimated Time: 2 days, 8:22:32
2023-07-31 02:37:00,822 semantic_segmentation INFO: Iters: 90150/150000 || Lr: 0.008748 || Task Loss: 0.1994 || KD Loss: 0.0417|| 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: 3 days, 12:54:07 || Estimated Time: 2 days, 8:21:56
2023-07-31 02:37:32,391 semantic_segmentation INFO: Iters: 90160/150000 || Lr: 0.008747 || Task Loss: 0.2061 || KD Loss: 0.0485|| 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: 3 days, 12:54:39 || Estimated Time: 2 days, 8:21:21
2023-07-31 02:38:03,972 semantic_segmentation INFO: Iters: 90170/150000 || Lr: 0.008745 || Task Loss: 0.2364 || KD Loss: 0.0859|| 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: 3 days, 12:55:10 || Estimated Time: 2 days, 8:20:45
2023-07-31 02:38:35,497 semantic_segmentation INFO: Iters: 90180/150000 || Lr: 0.008744 || Task Loss: 0.2128 || KD Loss: 0.0353|| 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: 3 days, 12:55:42 || Estimated Time: 2 days, 8:20:10
2023-07-31 02:39:07,021 semantic_segmentation INFO: Iters: 90190/150000 || Lr: 0.008743 || Task Loss: 0.1846 || KD Loss: 0.0386|| 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: 3 days, 12:56:13 || Estimated Time: 2 days, 8:19:34
2023-07-31 02:39:38,547 semantic_segmentation INFO: Iters: 90200/150000 || Lr: 0.008741 || Task Loss: 0.2268 || KD Loss: 0.0396|| 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: 3 days, 12:56:45 || Estimated Time: 2 days, 8:18:59
2023-07-31 02:40:10,086 semantic_segmentation INFO: Iters: 90210/150000 || Lr: 0.008740 || Task Loss: 0.2198 || KD Loss: 0.0483|| 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: 3 days, 12:57:16 || Estimated Time: 2 days, 8:18:23
2023-07-31 02:40:41,642 semantic_segmentation INFO: Iters: 90220/150000 || Lr: 0.008739 || Task Loss: 0.1675 || KD Loss: 0.0456|| 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 days, 12:57:48 || Estimated Time: 2 days, 8:17:48
2023-07-31 02:41:13,201 semantic_segmentation INFO: Iters: 90230/150000 || Lr: 0.008738 || Task Loss: 0.2049 || KD Loss: 0.0531|| 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: 3 days, 12:58:20 || Estimated Time: 2 days, 8:17:13
2023-07-31 02:41:44,658 semantic_segmentation INFO: Iters: 90240/150000 || Lr: 0.008736 || Task Loss: 0.1795 || KD Loss: 0.0572|| 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: 3 days, 12:58:51 || Estimated Time: 2 days, 8:16:37
2023-07-31 02:42:16,194 semantic_segmentation INFO: Iters: 90250/150000 || Lr: 0.008735 || Task Loss: 0.3160 || KD Loss: 0.1021|| 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: 3 days, 12:59:23 || Estimated Time: 2 days, 8:16:02
2023-07-31 02:42:47,751 semantic_segmentation INFO: Iters: 90260/150000 || Lr: 0.008734 || Task Loss: 0.2092 || KD Loss: 0.0433|| 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: 3 days, 12:59:54 || Estimated Time: 2 days, 8:15:26
2023-07-31 02:43:19,290 semantic_segmentation INFO: Iters: 90270/150000 || Lr: 0.008732 || Task Loss: 0.3184 || KD Loss: 0.0963|| 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: 3 days, 13:00:26 || Estimated Time: 2 days, 8:14:51
2023-07-31 02:43:50,830 semantic_segmentation INFO: Iters: 90280/150000 || Lr: 0.008731 || Task Loss: 0.1570 || KD Loss: 0.0304|| 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: 3 days, 13:00:57 || Estimated Time: 2 days, 8:14:15
2023-07-31 02:44:22,398 semantic_segmentation INFO: Iters: 90290/150000 || Lr: 0.008730 || Task Loss: 0.2361 || KD Loss: 0.0832|| 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: 3 days, 13:01:29 || Estimated Time: 2 days, 8:13:40
2023-07-31 02:44:53,866 semantic_segmentation INFO: Iters: 90300/150000 || Lr: 0.008728 || Task Loss: 0.2340 || KD Loss: 0.0519|| 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: 3 days, 13:02:00 || Estimated Time: 2 days, 8:13:04
2023-07-31 02:45:25,492 semantic_segmentation INFO: Iters: 90310/150000 || Lr: 0.008727 || Task Loss: 0.1879 || KD Loss: 0.0481|| 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: 3 days, 13:02:32 || Estimated Time: 2 days, 8:12:29
2023-07-31 02:45:57,037 semantic_segmentation INFO: Iters: 90320/150000 || Lr: 0.008726 || Task Loss: 0.2621 || KD Loss: 0.0653|| 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: 3 days, 13:03:03 || Estimated Time: 2 days, 8:11:53
2023-07-31 02:46:28,629 semantic_segmentation INFO: Iters: 90330/150000 || Lr: 0.008724 || Task Loss: 0.2397 || KD Loss: 0.0525|| 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: 3 days, 13:03:35 || Estimated Time: 2 days, 8:11:18
2023-07-31 02:47:00,125 semantic_segmentation INFO: Iters: 90340/150000 || Lr: 0.008723 || Task Loss: 0.2083 || KD Loss: 0.0525|| 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: 3 days, 13:04:06 || Estimated Time: 2 days, 8:10:42
2023-07-31 02:47:31,680 semantic_segmentation INFO: Iters: 90350/150000 || Lr: 0.008722 || Task Loss: 0.2659 || KD Loss: 0.1097|| 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: 3 days, 13:04:38 || Estimated Time: 2 days, 8:10:07
2023-07-31 02:48:03,216 semantic_segmentation INFO: Iters: 90360/150000 || Lr: 0.008720 || Task Loss: 0.2061 || KD Loss: 0.0667|| 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: 3 days, 13:05:10 || Estimated Time: 2 days, 8:09:32
2023-07-31 02:48:34,787 semantic_segmentation INFO: Iters: 90370/150000 || Lr: 0.008719 || Task Loss: 0.2225 || KD Loss: 0.0442|| 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: 3 days, 13:05:41 || Estimated Time: 2 days, 8:08:56
2023-07-31 02:49:06,312 semantic_segmentation INFO: Iters: 90380/150000 || Lr: 0.008718 || Task Loss: 0.2930 || KD Loss: 0.0935|| 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 days, 13:06:13 || Estimated Time: 2 days, 8:08:21
2023-07-31 02:49:37,847 semantic_segmentation INFO: Iters: 90390/150000 || Lr: 0.008716 || Task Loss: 0.2173 || KD Loss: 0.0678|| 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: 3 days, 13:06:44 || Estimated Time: 2 days, 8:07:45
2023-07-31 02:50:09,420 semantic_segmentation INFO: Iters: 90400/150000 || Lr: 0.008715 || Task Loss: 0.1301 || KD Loss: 0.0368|| 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: 3 days, 13:07:16 || Estimated Time: 2 days, 8:07:10
2023-07-31 02:50:09,495 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 02:50:10,351 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.406
2023-07-31 02:50:10,462 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.506
2023-07-31 02:50:10,566 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.517
2023-07-31 02:50:10,671 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.542
2023-07-31 02:50:10,774 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.537
2023-07-31 02:50:10,878 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.542
2023-07-31 02:50:10,984 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.560
2023-07-31 02:50:11,091 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.605
2023-07-31 02:50:11,198 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.652
2023-07-31 02:50:11,303 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.700
2023-07-31 02:50:11,411 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.700
2023-07-31 02:50:11,518 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.733
2023-07-31 02:50:11,626 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.962, mIoU: 0.733
2023-07-31 02:50:11,732 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.958, mIoU: 0.711
2023-07-31 02:50:11,838 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.957, mIoU: 0.716
2023-07-31 02:50:11,941 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.705
2023-07-31 02:50:12,043 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.708
2023-07-31 02:50:12,146 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.708
2023-07-31 02:50:12,251 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-31 02:50:12,359 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.724
2023-07-31 02:50:12,461 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.954, mIoU: 0.724
2023-07-31 02:50:12,564 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.695
2023-07-31 02:50:12,667 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.699
2023-07-31 02:50:12,770 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.708
2023-07-31 02:50:12,876 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-31 02:50:12,980 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.724
2023-07-31 02:50:13,082 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.711
2023-07-31 02:50:13,186 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-31 02:50:13,289 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.714
2023-07-31 02:50:13,399 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.724
2023-07-31 02:50:13,502 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.723
2023-07-31 02:50:13,604 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-31 02:50:13,706 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-31 02:50:13,810 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-31 02:50:13,915 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 02:50:14,020 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-31 02:50:14,123 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.947, mIoU: 0.718
2023-07-31 02:50:14,226 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.946, mIoU: 0.717
2023-07-31 02:50:14,333 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.946, mIoU: 0.711
2023-07-31 02:50:14,442 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.946, mIoU: 0.712
2023-07-31 02:50:14,547 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.946, mIoU: 0.710
2023-07-31 02:50:14,651 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-31 02:50:14,759 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-31 02:50:14,866 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-31 02:50:14,971 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-31 02:50:15,075 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-31 02:50:15,182 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.949, mIoU: 0.712
2023-07-31 02:50:15,288 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-31 02:50:15,397 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-31 02:50:15,504 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.714
2023-07-31 02:50:15,610 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.715
2023-07-31 02:50:15,718 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 02:50:15,821 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-31 02:50:15,927 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-31 02:50:16,034 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.946, mIoU: 0.717
2023-07-31 02:50:16,141 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-31 02:50:16,246 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.946, mIoU: 0.717
2023-07-31 02:50:16,352 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.722
2023-07-31 02:50:16,459 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.947, mIoU: 0.727
2023-07-31 02:50:16,562 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.946, mIoU: 0.725
2023-07-31 02:50:16,667 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.946, mIoU: 0.729
2023-07-31 02:50:16,770 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.946, mIoU: 0.729
2023-07-31 02:50:16,876 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.946, mIoU: 0.729
2023-07-31 02:50:16,978 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.947, mIoU: 0.731
2023-07-31 02:50:17,081 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-31 02:50:17,184 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.947, mIoU: 0.734
2023-07-31 02:50:17,287 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.946, mIoU: 0.734
2023-07-31 02:50:17,391 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.946, mIoU: 0.735
2023-07-31 02:50:17,494 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.945, mIoU: 0.734
2023-07-31 02:50:17,596 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.946, mIoU: 0.733
2023-07-31 02:50:17,700 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.946, mIoU: 0.734
2023-07-31 02:50:17,805 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.946, mIoU: 0.733
2023-07-31 02:50:17,912 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.947, mIoU: 0.732
2023-07-31 02:50:18,021 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.947, mIoU: 0.732
2023-07-31 02:50:18,131 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.946, mIoU: 0.733
2023-07-31 02:50:18,236 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.946, mIoU: 0.732
2023-07-31 02:50:18,339 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.946, mIoU: 0.732
2023-07-31 02:50:18,454 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.946, mIoU: 0.731
2023-07-31 02:50:18,563 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.946, mIoU: 0.731
2023-07-31 02:50:18,669 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.947, mIoU: 0.732
2023-07-31 02:50:18,772 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.946, mIoU: 0.734
2023-07-31 02:50:18,883 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.946, mIoU: 0.734
2023-07-31 02:50:18,991 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.946, mIoU: 0.733
2023-07-31 02:50:19,098 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.946, mIoU: 0.732
2023-07-31 02:50:19,206 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.943, mIoU: 0.727
2023-07-31 02:50:19,313 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.943, mIoU: 0.728
2023-07-31 02:50:19,421 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.943, mIoU: 0.727
2023-07-31 02:50:19,527 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.943, mIoU: 0.727
2023-07-31 02:50:19,629 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.943, mIoU: 0.727
2023-07-31 02:50:19,733 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.944, mIoU: 0.726
2023-07-31 02:50:19,837 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.944, mIoU: 0.727
2023-07-31 02:50:19,940 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.944, mIoU: 0.737
2023-07-31 02:50:20,044 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.944, mIoU: 0.736
2023-07-31 02:50:20,146 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.944, mIoU: 0.736
2023-07-31 02:50:20,249 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.945, mIoU: 0.737
2023-07-31 02:50:20,351 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.945, mIoU: 0.737
2023-07-31 02:50:20,455 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.945, mIoU: 0.737
2023-07-31 02:50:20,558 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.945, mIoU: 0.737
2023-07-31 02:50:20,660 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.945, mIoU: 0.737
2023-07-31 02:50:20,762 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.945, mIoU: 0.738
2023-07-31 02:50:20,867 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.943, mIoU: 0.737
2023-07-31 02:50:20,971 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-31 02:50:21,076 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-31 02:50:21,182 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-31 02:50:21,290 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.943, mIoU: 0.735
2023-07-31 02:50:21,405 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.944, mIoU: 0.736
2023-07-31 02:50:21,513 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.944, mIoU: 0.736
2023-07-31 02:50:21,617 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.944, mIoU: 0.736
2023-07-31 02:50:21,724 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.944, mIoU: 0.737
2023-07-31 02:50:21,834 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.944, mIoU: 0.737
2023-07-31 02:50:21,940 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.944, mIoU: 0.737
2023-07-31 02:50:22,044 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.944, mIoU: 0.736
2023-07-31 02:50:22,150 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.944, mIoU: 0.736
2023-07-31 02:50:22,260 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.944, mIoU: 0.736
2023-07-31 02:50:22,369 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.944, mIoU: 0.735
2023-07-31 02:50:22,477 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.944, mIoU: 0.735
2023-07-31 02:50:22,585 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.944, mIoU: 0.735
2023-07-31 02:50:22,691 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.944, mIoU: 0.735
2023-07-31 02:50:22,796 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.944, mIoU: 0.735
2023-07-31 02:50:22,901 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.944, mIoU: 0.735
2023-07-31 02:50:23,003 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.944, mIoU: 0.735
2023-07-31 02:50:23,106 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.944, mIoU: 0.734
2023-07-31 02:50:23,209 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.944, mIoU: 0.734
2023-07-31 02:50:23,311 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.944, mIoU: 0.737
2023-07-31 02:50:23,414 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.944, mIoU: 0.737
2023-07-31 02:50:23,522 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.944, mIoU: 0.738
2023-07-31 02:50:23,625 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.944, mIoU: 0.740
2023-07-31 02:50:23,727 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.944, mIoU: 0.740
2023-07-31 02:50:23,830 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.944, mIoU: 0.739
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2023-07-31 02:50:44,299 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.945, mIoU: 0.727
2023-07-31 02:50:44,405 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.945, mIoU: 0.726
2023-07-31 02:50:44,508 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.945, mIoU: 0.726
2023-07-31 02:50:44,611 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.945, mIoU: 0.726
2023-07-31 02:50:44,713 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.945, mIoU: 0.727
2023-07-31 02:50:44,818 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.945, mIoU: 0.727
2023-07-31 02:50:44,924 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.945, mIoU: 0.727
2023-07-31 02:50:45,029 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.945, mIoU: 0.727
2023-07-31 02:50:45,132 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.945, mIoU: 0.728
2023-07-31 02:50:45,236 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.945, mIoU: 0.728
2023-07-31 02:50:45,340 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.945, mIoU: 0.728
2023-07-31 02:50:45,446 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.945, mIoU: 0.728
2023-07-31 02:50:45,549 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.945, mIoU: 0.728
2023-07-31 02:50:45,652 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.945, mIoU: 0.728
2023-07-31 02:50:45,755 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.945, mIoU: 0.728
2023-07-31 02:50:45,863 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.946, mIoU: 0.728
2023-07-31 02:50:45,969 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.946, mIoU: 0.728
2023-07-31 02:50:46,076 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.946, mIoU: 0.728
2023-07-31 02:50:46,188 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.946, mIoU: 0.728
2023-07-31 02:50:46,295 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.946, mIoU: 0.729
2023-07-31 02:50:46,401 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.946, mIoU: 0.729
2023-07-31 02:50:46,510 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.946, mIoU: 0.729
2023-07-31 02:50:46,620 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.946, mIoU: 0.729
2023-07-31 02:50:46,726 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.946, mIoU: 0.729
2023-07-31 02:50:46,834 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.946, mIoU: 0.729
2023-07-31 02:50:46,947 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.946, mIoU: 0.729
2023-07-31 02:50:47,058 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.946, mIoU: 0.729
2023-07-31 02:50:47,169 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.946, mIoU: 0.730
2023-07-31 02:50:47,280 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 02:50:47,388 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 02:50:47,495 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.946, mIoU: 0.729
2023-07-31 02:50:47,598 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.946, mIoU: 0.729
2023-07-31 02:50:47,701 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.947, mIoU: 0.729
2023-07-31 02:50:47,806 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.947, mIoU: 0.729
2023-07-31 02:50:47,917 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.947, mIoU: 0.729
2023-07-31 02:50:48,020 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.947, mIoU: 0.729
2023-07-31 02:50:48,128 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.947, mIoU: 0.729
2023-07-31 02:50:48,243 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 02:50:48,348 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 02:50:48,454 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 02:50:48,562 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 02:50:48,673 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 02:50:48,782 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 02:50:48,896 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 02:50:49,003 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 02:50:49,109 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 02:50:49,214 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.947, mIoU: 0.731
2023-07-31 02:50:49,319 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.947, mIoU: 0.731
2023-07-31 02:50:49,425 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 02:50:49,530 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 02:50:49,634 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 02:50:49,738 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 02:50:49,841 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 02:50:49,952 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 02:50:50,056 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 02:50:50,161 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 02:50:50,265 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 02:50:50,370 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-31 02:50:50,475 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-31 02:50:50,584 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-31 02:50:50,704 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-31 02:50:50,809 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-31 02:50:50,915 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-31 02:50:51,024 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-31 02:50:51,134 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-31 02:50:51,242 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-31 02:50:51,352 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-31 02:50:51,461 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.949, mIoU: 0.733
2023-07-31 02:50:51,568 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 02:50:51,673 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 02:50:51,778 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 02:50:51,882 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 02:50:51,990 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 02:50:52,094 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 02:50:52,198 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 02:50:52,303 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 02:50:52,409 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 02:50:52,513 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 02:50:52,616 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 02:50:52,718 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 02:50:52,821 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 02:50:52,926 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 02:50:53,033 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 02:50:53,139 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 02:50:53,248 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 02:50:53,360 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 02:50:53,466 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 02:50:53,571 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 02:50:53,681 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 02:50:53,790 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 02:50:53,901 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 02:50:54,013 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 02:50:54,124 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 02:50:54,235 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 02:50:54,340 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 02:50:54,445 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 02:50:54,550 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 02:50:54,656 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 02:50:54,760 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 02:50:54,865 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 02:50:54,970 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 02:50:55,075 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 02:50:55,180 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 02:50:55,286 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 02:50:55,394 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-31 02:50:55,502 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 02:50:55,615 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 02:50:55,722 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 02:50:55,829 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 02:50:55,942 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 02:50:56,056 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 02:50:56,166 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 02:50:56,276 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 02:50:56,382 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 02:50:56,490 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 02:50:56,594 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 02:50:56,701 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 02:50:56,805 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 02:50:56,913 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 02:50:57,019 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 02:50:57,132 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 02:50:57,246 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 02:50:57,358 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 02:50:57,469 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 02:50:57,579 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 02:50:57,689 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 02:50:57,801 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 02:50:57,915 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-31 02:50:58,028 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-31 02:50:58,140 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-31 02:50:58,246 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-31 02:50:58,352 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-31 02:50:58,462 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 02:50:58,571 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 02:50:58,682 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 02:50:58,788 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 02:50:58,895 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 02:50:59,000 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 02:50:59,111 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 02:50:59,217 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 02:50:59,324 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 02:50:59,435 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 02:50:59,543 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 02:50:59,648 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 02:50:59,754 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 02:50:59,859 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 02:50:59,964 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 02:51:00,072 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 02:51:00,177 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 02:51:00,280 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 02:51:00,382 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 02:51:00,486 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 02:51:00,586 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 02:51:00,692 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 02:51:00,797 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 02:51:00,901 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 02:51:01,006 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 02:51:01,113 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 02:51:01,215 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 02:51:01,318 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.953, mIoU: 0.738
2023-07-31 02:51:01,424 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.953, mIoU: 0.738
2023-07-31 02:51:01,530 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.953, mIoU: 0.738
2023-07-31 02:51:01,636 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.953, mIoU: 0.738
2023-07-31 02:51:01,743 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 02:51:01,850 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 02:51:01,960 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 02:51:02,066 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 02:51:02,171 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 02:51:02,277 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 02:51:02,384 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 02:51:02,490 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 02:51:02,595 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 02:51:02,704 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 02:51:02,814 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 02:51:02,924 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 02:51:03,032 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 02:51:03,141 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 02:51:03,247 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 02:51:35,186 semantic_segmentation INFO: Iters: 90410/150000 || Lr: 0.008714 || Task Loss: 0.1677 || KD Loss: 0.0530|| 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: 3 days, 13:08:42 || Estimated Time: 2 days, 8:07:10
2023-07-31 02:52:06,712 semantic_segmentation INFO: Iters: 90420/150000 || Lr: 0.008713 || Task Loss: 0.1553 || KD Loss: 0.0441|| 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: 3 days, 13:09:13 || Estimated Time: 2 days, 8:06:35
2023-07-31 02:52:38,178 semantic_segmentation INFO: Iters: 90430/150000 || Lr: 0.008711 || Task Loss: 0.1930 || KD Loss: 0.0479|| 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: 3 days, 13:09:45 || Estimated Time: 2 days, 8:05:59
2023-07-31 02:53:09,695 semantic_segmentation INFO: Iters: 90440/150000 || Lr: 0.008710 || Task Loss: 0.2530 || KD Loss: 0.0450|| 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: 3 days, 13:10:16 || Estimated Time: 2 days, 8:05:24
2023-07-31 02:53:41,237 semantic_segmentation INFO: Iters: 90450/150000 || Lr: 0.008709 || Task Loss: 0.1921 || KD Loss: 0.0577|| 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: 3 days, 13:10:48 || Estimated Time: 2 days, 8:04:48
2023-07-31 02:54:12,747 semantic_segmentation INFO: Iters: 90460/150000 || Lr: 0.008707 || Task Loss: 0.1758 || KD Loss: 0.0397|| 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: 3 days, 13:11:19 || Estimated Time: 2 days, 8:04:13
2023-07-31 02:54:44,217 semantic_segmentation INFO: Iters: 90470/150000 || Lr: 0.008706 || Task Loss: 0.2769 || KD Loss: 0.0760|| 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: 3 days, 13:11:51 || Estimated Time: 2 days, 8:03:37
2023-07-31 02:55:15,782 semantic_segmentation INFO: Iters: 90480/150000 || Lr: 0.008705 || Task Loss: 0.1910 || KD Loss: 0.0444|| 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: 3 days, 13:12:22 || Estimated Time: 2 days, 8:03:02
2023-07-31 02:55:47,273 semantic_segmentation INFO: Iters: 90490/150000 || Lr: 0.008703 || Task Loss: 0.2371 || KD Loss: 0.0571|| 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: 3 days, 13:12:54 || Estimated Time: 2 days, 8:02:26
2023-07-31 02:56:18,818 semantic_segmentation INFO: Iters: 90500/150000 || Lr: 0.008702 || Task Loss: 0.1933 || KD Loss: 0.0407|| 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: 3 days, 13:13:25 || Estimated Time: 2 days, 8:01:51
2023-07-31 02:56:50,331 semantic_segmentation INFO: Iters: 90510/150000 || Lr: 0.008701 || Task Loss: 0.1801 || KD Loss: 0.0361|| 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: 3 days, 13:13:57 || Estimated Time: 2 days, 8:01:15
2023-07-31 02:57:21,872 semantic_segmentation INFO: Iters: 90520/150000 || Lr: 0.008699 || Task Loss: 0.1516 || KD Loss: 0.0349|| 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: 3 days, 13:14:28 || Estimated Time: 2 days, 8:00:40
2023-07-31 02:57:53,437 semantic_segmentation INFO: Iters: 90530/150000 || Lr: 0.008698 || Task Loss: 0.1805 || KD Loss: 0.0362|| 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: 3 days, 13:15:00 || Estimated Time: 2 days, 8:00:04
2023-07-31 02:58:24,955 semantic_segmentation INFO: Iters: 90540/150000 || Lr: 0.008697 || Task Loss: 0.1913 || KD Loss: 0.0530|| 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: 3 days, 13:15:31 || Estimated Time: 2 days, 7:59:29
2023-07-31 02:58:56,483 semantic_segmentation INFO: Iters: 90550/150000 || Lr: 0.008695 || Task Loss: 0.1863 || KD Loss: 0.0602|| 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: 3 days, 13:16:03 || Estimated Time: 2 days, 7:58:54
2023-07-31 02:59:28,034 semantic_segmentation INFO: Iters: 90560/150000 || Lr: 0.008694 || Task Loss: 0.1679 || KD Loss: 0.0355|| 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: 3 days, 13:16:34 || Estimated Time: 2 days, 7:58:18
2023-07-31 02:59:59,571 semantic_segmentation INFO: Iters: 90570/150000 || Lr: 0.008693 || Task Loss: 0.1777 || KD Loss: 0.0394|| 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: 3 days, 13:17:06 || Estimated Time: 2 days, 7:57:43
2023-07-31 03:00:31,115 semantic_segmentation INFO: Iters: 90580/150000 || Lr: 0.008691 || Task Loss: 0.1647 || KD Loss: 0.0386|| 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: 3 days, 13:17:37 || Estimated Time: 2 days, 7:57:07
2023-07-31 03:01:02,663 semantic_segmentation INFO: Iters: 90590/150000 || Lr: 0.008690 || Task Loss: 0.1891 || KD Loss: 0.0384|| 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: 3 days, 13:18:09 || Estimated Time: 2 days, 7:56:32
2023-07-31 03:01:34,201 semantic_segmentation INFO: Iters: 90600/150000 || Lr: 0.008689 || Task Loss: 0.1935 || KD Loss: 0.0349|| 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: 3 days, 13:18:41 || Estimated Time: 2 days, 7:55:56
2023-07-31 03:02:05,662 semantic_segmentation INFO: Iters: 90610/150000 || Lr: 0.008688 || Task Loss: 0.2833 || KD Loss: 0.0759|| 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: 3 days, 13:19:12 || Estimated Time: 2 days, 7:55:21
2023-07-31 03:02:37,217 semantic_segmentation INFO: Iters: 90620/150000 || Lr: 0.008686 || Task Loss: 0.2268 || KD Loss: 0.0505|| 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: 3 days, 13:19:44 || Estimated Time: 2 days, 7:54:45
2023-07-31 03:03:08,807 semantic_segmentation INFO: Iters: 90630/150000 || Lr: 0.008685 || Task Loss: 0.2179 || KD Loss: 0.0425|| 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: 3 days, 13:20:15 || Estimated Time: 2 days, 7:54:10
2023-07-31 03:03:40,379 semantic_segmentation INFO: Iters: 90640/150000 || Lr: 0.008684 || Task Loss: 0.2234 || KD Loss: 0.0412|| 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: 3 days, 13:20:47 || Estimated Time: 2 days, 7:53:35
2023-07-31 03:04:11,953 semantic_segmentation INFO: Iters: 90650/150000 || Lr: 0.008682 || Task Loss: 0.2487 || KD Loss: 0.0468|| 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: 3 days, 13:21:18 || Estimated Time: 2 days, 7:52:59
2023-07-31 03:04:43,453 semantic_segmentation INFO: Iters: 90660/150000 || Lr: 0.008681 || Task Loss: 0.2306 || KD Loss: 0.0469|| 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: 3 days, 13:21:50 || Estimated Time: 2 days, 7:52:24
2023-07-31 03:05:14,968 semantic_segmentation INFO: Iters: 90670/150000 || Lr: 0.008680 || Task Loss: 0.2484 || KD Loss: 0.0952|| 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 days, 13:22:21 || Estimated Time: 2 days, 7:51:48
2023-07-31 03:05:46,521 semantic_segmentation INFO: Iters: 90680/150000 || Lr: 0.008678 || Task Loss: 0.1727 || KD Loss: 0.0655|| 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: 3 days, 13:22:53 || Estimated Time: 2 days, 7:51:13
2023-07-31 03:06:18,104 semantic_segmentation INFO: Iters: 90690/150000 || Lr: 0.008677 || Task Loss: 0.1508 || KD Loss: 0.0426|| 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: 3 days, 13:23:24 || Estimated Time: 2 days, 7:50:37
2023-07-31 03:06:49,655 semantic_segmentation INFO: Iters: 90700/150000 || Lr: 0.008676 || Task Loss: 0.2445 || KD Loss: 0.0646|| 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: 3 days, 13:23:56 || Estimated Time: 2 days, 7:50:02
2023-07-31 03:07:21,146 semantic_segmentation INFO: Iters: 90710/150000 || Lr: 0.008674 || Task Loss: 0.1647 || KD Loss: 0.0452|| 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: 3 days, 13:24:28 || Estimated Time: 2 days, 7:49:26
2023-07-31 03:07:52,678 semantic_segmentation INFO: Iters: 90720/150000 || Lr: 0.008673 || Task Loss: 0.1509 || KD Loss: 0.0409|| 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: 3 days, 13:24:59 || Estimated Time: 2 days, 7:48:51
2023-07-31 03:08:24,182 semantic_segmentation INFO: Iters: 90730/150000 || Lr: 0.008672 || Task Loss: 0.1638 || KD Loss: 0.0334|| 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: 3 days, 13:25:31 || Estimated Time: 2 days, 7:48:16
2023-07-31 03:08:55,753 semantic_segmentation INFO: Iters: 90740/150000 || Lr: 0.008670 || Task Loss: 0.1788 || KD Loss: 0.0488|| 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: 3 days, 13:26:02 || Estimated Time: 2 days, 7:47:40
2023-07-31 03:09:27,298 semantic_segmentation INFO: Iters: 90750/150000 || Lr: 0.008669 || Task Loss: 0.1977 || KD Loss: 0.0471|| 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: 3 days, 13:26:34 || Estimated Time: 2 days, 7:47:05
2023-07-31 03:09:58,844 semantic_segmentation INFO: Iters: 90760/150000 || Lr: 0.008668 || Task Loss: 0.2135 || KD Loss: 0.0568|| 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: 3 days, 13:27:05 || Estimated Time: 2 days, 7:46:29
2023-07-31 03:10:30,344 semantic_segmentation INFO: Iters: 90770/150000 || Lr: 0.008666 || Task Loss: 0.1829 || KD Loss: 0.0368|| 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: 3 days, 13:27:37 || Estimated Time: 2 days, 7:45:54
2023-07-31 03:11:01,845 semantic_segmentation INFO: Iters: 90780/150000 || Lr: 0.008665 || Task Loss: 0.2130 || KD Loss: 0.0475|| 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 days, 13:28:08 || Estimated Time: 2 days, 7:45:18
2023-07-31 03:11:33,349 semantic_segmentation INFO: Iters: 90790/150000 || Lr: 0.008664 || Task Loss: 0.2287 || KD Loss: 0.0392|| 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: 3 days, 13:28:40 || Estimated Time: 2 days, 7:44:43
2023-07-31 03:12:04,891 semantic_segmentation INFO: Iters: 90800/150000 || Lr: 0.008663 || Task Loss: 0.1647 || KD Loss: 0.0404|| 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: 3 days, 13:29:11 || Estimated Time: 2 days, 7:44:07
2023-07-31 03:12:36,412 semantic_segmentation INFO: Iters: 90810/150000 || Lr: 0.008661 || Task Loss: 0.1765 || KD Loss: 0.0535|| 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: 3 days, 13:29:43 || Estimated Time: 2 days, 7:43:32
2023-07-31 03:13:07,960 semantic_segmentation INFO: Iters: 90820/150000 || Lr: 0.008660 || Task Loss: 0.1774 || KD Loss: 0.0392|| 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: 3 days, 13:30:14 || Estimated Time: 2 days, 7:42:57
2023-07-31 03:13:39,498 semantic_segmentation INFO: Iters: 90830/150000 || Lr: 0.008659 || Task Loss: 0.1927 || KD Loss: 0.0858|| 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: 3 days, 13:30:46 || Estimated Time: 2 days, 7:42:21
2023-07-31 03:14:11,040 semantic_segmentation INFO: Iters: 90840/150000 || Lr: 0.008657 || Task Loss: 0.2206 || KD Loss: 0.0477|| 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: 3 days, 13:31:17 || Estimated Time: 2 days, 7:41:46
2023-07-31 03:14:42,472 semantic_segmentation INFO: Iters: 90850/150000 || Lr: 0.008656 || Task Loss: 0.1627 || KD Loss: 0.0468|| 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: 3 days, 13:31:49 || Estimated Time: 2 days, 7:41:10
2023-07-31 03:15:14,045 semantic_segmentation INFO: Iters: 90860/150000 || Lr: 0.008655 || Task Loss: 0.1489 || KD Loss: 0.0501|| 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: 3 days, 13:32:20 || Estimated Time: 2 days, 7:40:35
2023-07-31 03:15:45,598 semantic_segmentation INFO: Iters: 90870/150000 || Lr: 0.008653 || Task Loss: 0.1970 || KD Loss: 0.0583|| 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: 3 days, 13:32:52 || Estimated Time: 2 days, 7:39:59
2023-07-31 03:16:17,121 semantic_segmentation INFO: Iters: 90880/150000 || Lr: 0.008652 || Task Loss: 0.1663 || KD Loss: 0.0347|| 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: 3 days, 13:33:23 || Estimated Time: 2 days, 7:39:24
2023-07-31 03:16:48,734 semantic_segmentation INFO: Iters: 90890/150000 || Lr: 0.008651 || Task Loss: 0.2060 || KD Loss: 0.0581|| 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: 3 days, 13:33:55 || Estimated Time: 2 days, 7:38:49
2023-07-31 03:17:20,256 semantic_segmentation INFO: Iters: 90900/150000 || Lr: 0.008649 || Task Loss: 0.1539 || KD Loss: 0.0328|| 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: 3 days, 13:34:27 || Estimated Time: 2 days, 7:38:13
2023-07-31 03:17:51,756 semantic_segmentation INFO: Iters: 90910/150000 || Lr: 0.008648 || Task Loss: 0.1569 || KD Loss: 0.0460|| 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: 3 days, 13:34:58 || Estimated Time: 2 days, 7:37:38
2023-07-31 03:18:23,338 semantic_segmentation INFO: Iters: 90920/150000 || Lr: 0.008647 || Task Loss: 0.2395 || KD Loss: 0.0441|| 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: 3 days, 13:35:30 || Estimated Time: 2 days, 7:37:02
2023-07-31 03:18:54,863 semantic_segmentation INFO: Iters: 90930/150000 || Lr: 0.008645 || Task Loss: 0.2012 || KD Loss: 0.0396|| 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: 3 days, 13:36:01 || Estimated Time: 2 days, 7:36:27
2023-07-31 03:19:26,380 semantic_segmentation INFO: Iters: 90940/150000 || Lr: 0.008644 || Task Loss: 0.1933 || KD Loss: 0.0431|| 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: 3 days, 13:36:33 || Estimated Time: 2 days, 7:35:52
2023-07-31 03:19:57,923 semantic_segmentation INFO: Iters: 90950/150000 || Lr: 0.008643 || Task Loss: 0.1825 || KD Loss: 0.0550|| 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: 3 days, 13:37:04 || Estimated Time: 2 days, 7:35:16
2023-07-31 03:20:29,422 semantic_segmentation INFO: Iters: 90960/150000 || Lr: 0.008641 || Task Loss: 0.1390 || KD Loss: 0.0324|| 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: 3 days, 13:37:36 || Estimated Time: 2 days, 7:34:41
2023-07-31 03:21:00,983 semantic_segmentation INFO: Iters: 90970/150000 || Lr: 0.008640 || Task Loss: 0.1730 || KD Loss: 0.0488|| 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: 3 days, 13:38:07 || Estimated Time: 2 days, 7:34:05
2023-07-31 03:21:32,463 semantic_segmentation INFO: Iters: 90980/150000 || Lr: 0.008639 || Task Loss: 0.1950 || KD Loss: 0.0513|| 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: 3 days, 13:38:39 || Estimated Time: 2 days, 7:33:30
2023-07-31 03:22:03,998 semantic_segmentation INFO: Iters: 90990/150000 || Lr: 0.008637 || Task Loss: 0.2584 || KD Loss: 0.0798|| 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: 3 days, 13:39:10 || Estimated Time: 2 days, 7:32:54
2023-07-31 03:22:35,527 semantic_segmentation INFO: Iters: 91000/150000 || Lr: 0.008636 || Task Loss: 0.1842 || KD Loss: 0.0659|| 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: 3 days, 13:39:42 || Estimated Time: 2 days, 7:32:19
2023-07-31 03:23:07,087 semantic_segmentation INFO: Iters: 91010/150000 || Lr: 0.008635 || Task Loss: 0.2098 || KD Loss: 0.0595|| 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: 3 days, 13:40:13 || Estimated Time: 2 days, 7:31:44
2023-07-31 03:23:38,604 semantic_segmentation INFO: Iters: 91020/150000 || Lr: 0.008634 || Task Loss: 0.2161 || KD Loss: 0.0489|| 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: 3 days, 13:40:45 || Estimated Time: 2 days, 7:31:08
2023-07-31 03:24:10,184 semantic_segmentation INFO: Iters: 91030/150000 || Lr: 0.008632 || Task Loss: 0.2268 || KD Loss: 0.0660|| 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 days, 13:41:17 || Estimated Time: 2 days, 7:30:33
2023-07-31 03:24:41,719 semantic_segmentation INFO: Iters: 91040/150000 || Lr: 0.008631 || Task Loss: 0.2022 || KD Loss: 0.0510|| 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: 3 days, 13:41:48 || Estimated Time: 2 days, 7:29:57
2023-07-31 03:25:13,219 semantic_segmentation INFO: Iters: 91050/150000 || Lr: 0.008630 || Task Loss: 0.2324 || KD Loss: 0.0724|| 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: 3 days, 13:42:20 || Estimated Time: 2 days, 7:29:22
2023-07-31 03:25:44,760 semantic_segmentation INFO: Iters: 91060/150000 || Lr: 0.008628 || Task Loss: 0.2234 || KD Loss: 0.0927|| 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: 3 days, 13:42:51 || Estimated Time: 2 days, 7:28:47
2023-07-31 03:26:16,258 semantic_segmentation INFO: Iters: 91070/150000 || Lr: 0.008627 || Task Loss: 0.1642 || KD Loss: 0.0329|| 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: 3 days, 13:43:23 || Estimated Time: 2 days, 7:28:11
2023-07-31 03:26:47,831 semantic_segmentation INFO: Iters: 91080/150000 || Lr: 0.008626 || Task Loss: 0.1656 || KD Loss: 0.0329|| 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: 3 days, 13:43:54 || Estimated Time: 2 days, 7:27:36
2023-07-31 03:27:19,372 semantic_segmentation INFO: Iters: 91090/150000 || Lr: 0.008624 || Task Loss: 0.1516 || KD Loss: 0.0342|| 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: 3 days, 13:44:26 || Estimated Time: 2 days, 7:27:00
2023-07-31 03:27:50,872 semantic_segmentation INFO: Iters: 91100/150000 || Lr: 0.008623 || Task Loss: 0.2897 || KD Loss: 0.0855|| 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: 3 days, 13:44:57 || Estimated Time: 2 days, 7:26:25
2023-07-31 03:28:22,465 semantic_segmentation INFO: Iters: 91110/150000 || Lr: 0.008622 || Task Loss: 0.2574 || KD Loss: 0.0623|| 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: 3 days, 13:45:29 || Estimated Time: 2 days, 7:25:50
2023-07-31 03:28:53,953 semantic_segmentation INFO: Iters: 91120/150000 || Lr: 0.008620 || Task Loss: 0.1974 || KD Loss: 0.0501|| 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: 3 days, 13:46:00 || Estimated Time: 2 days, 7:25:14
2023-07-31 03:29:25,560 semantic_segmentation INFO: Iters: 91130/150000 || Lr: 0.008619 || Task Loss: 0.2287 || KD Loss: 0.0498|| 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: 3 days, 13:46:32 || Estimated Time: 2 days, 7:24:39
2023-07-31 03:29:57,157 semantic_segmentation INFO: Iters: 91140/150000 || Lr: 0.008618 || Task Loss: 0.2509 || KD Loss: 0.0459|| 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: 3 days, 13:47:04 || Estimated Time: 2 days, 7:24:03
2023-07-31 03:30:28,652 semantic_segmentation INFO: Iters: 91150/150000 || Lr: 0.008616 || Task Loss: 0.2602 || KD Loss: 0.0492|| 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: 3 days, 13:47:35 || Estimated Time: 2 days, 7:23:28
2023-07-31 03:31:00,265 semantic_segmentation INFO: Iters: 91160/150000 || Lr: 0.008615 || Task Loss: 0.2085 || KD Loss: 0.0592|| 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: 3 days, 13:48:07 || Estimated Time: 2 days, 7:22:53
2023-07-31 03:31:31,804 semantic_segmentation INFO: Iters: 91170/150000 || Lr: 0.008614 || Task Loss: 0.2302 || KD Loss: 0.0571|| 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: 3 days, 13:48:38 || Estimated Time: 2 days, 7:22:17
2023-07-31 03:32:03,344 semantic_segmentation INFO: Iters: 91180/150000 || Lr: 0.008612 || Task Loss: 0.1655 || KD Loss: 0.0459|| 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: 3 days, 13:49:10 || Estimated Time: 2 days, 7:21:42
2023-07-31 03:32:34,903 semantic_segmentation INFO: Iters: 91190/150000 || Lr: 0.008611 || Task Loss: 0.1684 || KD Loss: 0.0427|| 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: 3 days, 13:49:41 || Estimated Time: 2 days, 7:21:06
2023-07-31 03:33:06,458 semantic_segmentation INFO: Iters: 91200/150000 || Lr: 0.008610 || Task Loss: 0.2230 || KD Loss: 0.0567|| 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: 3 days, 13:50:13 || Estimated Time: 2 days, 7:20:31
2023-07-31 03:33:06,527 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 03:33:07,451 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.405
2023-07-31 03:33:07,565 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.501
2023-07-31 03:33:07,672 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.514
2023-07-31 03:33:07,779 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.541
2023-07-31 03:33:07,886 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.538
2023-07-31 03:33:07,993 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.538
2023-07-31 03:33:08,098 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.578
2023-07-31 03:33:08,205 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.612
2023-07-31 03:33:08,308 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.646
2023-07-31 03:33:08,413 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.689
2023-07-31 03:33:08,516 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.700
2023-07-31 03:33:08,621 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.705
2023-07-31 03:33:08,725 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.715
2023-07-31 03:33:08,828 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.702
2023-07-31 03:33:08,935 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.702
2023-07-31 03:33:09,040 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.691
2023-07-31 03:33:09,147 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.693
2023-07-31 03:33:09,254 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.694
2023-07-31 03:33:09,365 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.700
2023-07-31 03:33:09,477 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.707
2023-07-31 03:33:09,581 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.709
2023-07-31 03:33:09,690 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.729
2023-07-31 03:33:09,796 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.729
2023-07-31 03:33:09,903 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.955, mIoU: 0.736
2023-07-31 03:33:10,012 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.953, mIoU: 0.738
2023-07-31 03:33:10,118 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 03:33:10,224 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.729
2023-07-31 03:33:10,329 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-31 03:33:10,434 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-31 03:33:10,543 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.732
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2023-07-31 03:33:10,756 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.727
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2023-07-31 03:33:10,967 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-31 03:33:11,071 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.727
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2023-07-31 03:33:11,386 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.721
2023-07-31 03:33:11,497 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-31 03:33:11,600 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.714
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2023-07-31 03:33:11,921 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-31 03:33:12,030 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.716
2023-07-31 03:33:12,136 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.715
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2023-07-31 03:33:12,455 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.715
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2023-07-31 03:33:12,670 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.718
2023-07-31 03:33:12,776 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.719
2023-07-31 03:33:12,884 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.722
2023-07-31 03:33:12,993 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-31 03:33:13,099 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.950, mIoU: 0.725
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2023-07-31 03:33:13,727 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.948, mIoU: 0.733
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2023-07-31 03:33:14,041 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.947, mIoU: 0.737
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2023-07-31 03:33:17,625 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.942, mIoU: 0.722
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2023-07-31 03:33:18,032 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.940, mIoU: 0.720
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2023-07-31 03:33:20,974 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.941, mIoU: 0.728
2023-07-31 03:33:21,084 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.941, mIoU: 0.728
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2023-07-31 03:33:51,923 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 03:33:52,029 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-31 03:33:52,138 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 03:33:52,243 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.950, mIoU: 0.719
2023-07-31 03:33:52,347 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 03:33:52,452 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 03:33:52,558 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 03:33:52,665 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 03:33:52,774 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 03:33:52,882 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 03:33:52,994 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 03:33:53,103 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 03:33:53,210 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 03:33:53,316 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 03:33:53,423 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 03:33:53,532 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 03:33:53,641 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 03:33:53,753 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 03:33:53,863 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 03:33:53,970 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 03:33:54,079 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 03:33:54,186 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 03:33:54,290 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.951, mIoU: 0.720
2023-07-31 03:33:54,394 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.951, mIoU: 0.720
2023-07-31 03:33:54,502 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.951, mIoU: 0.720
2023-07-31 03:33:54,607 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.951, mIoU: 0.720
2023-07-31 03:33:54,717 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.951, mIoU: 0.720
2023-07-31 03:33:54,826 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.951, mIoU: 0.720
2023-07-31 03:33:54,937 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.951, mIoU: 0.720
2023-07-31 03:33:55,050 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.951, mIoU: 0.720
2023-07-31 03:33:55,160 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.951, mIoU: 0.720
2023-07-31 03:33:55,266 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.951, mIoU: 0.720
2023-07-31 03:33:55,370 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.951, mIoU: 0.720
2023-07-31 03:33:55,477 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.951, mIoU: 0.720
2023-07-31 03:33:55,583 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.951, mIoU: 0.720
2023-07-31 03:33:55,693 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.951, mIoU: 0.721
2023-07-31 03:33:55,804 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.951, mIoU: 0.721
2023-07-31 03:33:55,917 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.951, mIoU: 0.721
2023-07-31 03:33:56,025 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.951, mIoU: 0.721
2023-07-31 03:33:56,136 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.951, mIoU: 0.721
2023-07-31 03:33:56,237 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 03:33:56,344 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 03:33:56,447 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 03:33:56,553 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 03:33:56,656 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.951, mIoU: 0.723
2023-07-31 03:33:56,762 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.951, mIoU: 0.723
2023-07-31 03:33:56,867 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.951, mIoU: 0.723
2023-07-31 03:33:56,974 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.951, mIoU: 0.723
2023-07-31 03:33:57,085 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.951, mIoU: 0.723
2023-07-31 03:33:57,195 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.951, mIoU: 0.723
2023-07-31 03:33:57,301 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.951, mIoU: 0.723
2023-07-31 03:33:57,409 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.951, mIoU: 0.723
2023-07-31 03:33:57,517 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.951, mIoU: 0.723
2023-07-31 03:33:57,623 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.951, mIoU: 0.723
2023-07-31 03:33:57,731 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 03:33:57,836 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 03:33:57,947 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 03:33:58,054 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 03:33:58,162 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 03:33:58,268 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 03:33:58,371 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 03:33:58,474 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 03:33:58,579 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 03:33:58,684 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 03:33:58,789 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 03:33:58,892 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 03:33:58,994 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 03:33:59,096 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 03:33:59,202 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.952, mIoU: 0.724
2023-07-31 03:33:59,305 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.952, mIoU: 0.724
2023-07-31 03:33:59,408 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.952, mIoU: 0.724
2023-07-31 03:33:59,511 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.952, mIoU: 0.724
2023-07-31 03:33:59,613 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.952, mIoU: 0.724
2023-07-31 03:33:59,717 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.952, mIoU: 0.724
2023-07-31 03:33:59,819 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.952, mIoU: 0.724
2023-07-31 03:33:59,921 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.952, mIoU: 0.724
2023-07-31 03:34:00,024 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.952, mIoU: 0.724
2023-07-31 03:34:00,127 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.952, mIoU: 0.724
2023-07-31 03:34:00,233 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.952, mIoU: 0.724
2023-07-31 03:34:00,335 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.952, mIoU: 0.724
2023-07-31 03:34:00,437 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.952, mIoU: 0.724
2023-07-31 03:34:32,345 semantic_segmentation INFO: Iters: 91210/150000 || Lr: 0.008609 || Task Loss: 0.1794 || KD Loss: 0.0545|| 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: 3 days, 13:51:39 || Estimated Time: 2 days, 7:20:31
2023-07-31 03:35:03,802 semantic_segmentation INFO: Iters: 91220/150000 || Lr: 0.008607 || Task Loss: 0.1464 || KD Loss: 0.0315|| 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: 3 days, 13:52:10 || Estimated Time: 2 days, 7:19:55
2023-07-31 03:35:35,317 semantic_segmentation INFO: Iters: 91230/150000 || Lr: 0.008606 || Task Loss: 0.2623 || KD Loss: 0.0469|| 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: 3 days, 13:52:42 || Estimated Time: 2 days, 7:19:20
2023-07-31 03:36:06,819 semantic_segmentation INFO: Iters: 91240/150000 || Lr: 0.008605 || Task Loss: 0.2466 || KD Loss: 0.0509|| 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: 3 days, 13:53:13 || Estimated Time: 2 days, 7:18:44
2023-07-31 03:36:38,241 semantic_segmentation INFO: Iters: 91250/150000 || Lr: 0.008603 || Task Loss: 0.1974 || KD Loss: 0.0518|| 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: 3 days, 13:53:45 || Estimated Time: 2 days, 7:18:09
2023-07-31 03:37:09,758 semantic_segmentation INFO: Iters: 91260/150000 || Lr: 0.008602 || Task Loss: 0.1449 || KD Loss: 0.0361|| 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: 3 days, 13:54:16 || Estimated Time: 2 days, 7:17:34
2023-07-31 03:37:41,272 semantic_segmentation INFO: Iters: 91270/150000 || Lr: 0.008601 || Task Loss: 0.1531 || KD Loss: 0.0315|| 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: 3 days, 13:54:48 || Estimated Time: 2 days, 7:16:58
2023-07-31 03:38:12,802 semantic_segmentation INFO: Iters: 91280/150000 || Lr: 0.008599 || Task Loss: 0.1869 || KD Loss: 0.0399|| 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 days, 13:55:19 || Estimated Time: 2 days, 7:16:23
2023-07-31 03:38:44,244 semantic_segmentation INFO: Iters: 91290/150000 || Lr: 0.008598 || Task Loss: 0.1703 || KD Loss: 0.0376|| 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: 3 days, 13:55:51 || Estimated Time: 2 days, 7:15:47
2023-07-31 03:39:15,720 semantic_segmentation INFO: Iters: 91300/150000 || Lr: 0.008597 || Task Loss: 0.1678 || KD Loss: 0.0366|| 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: 3 days, 13:56:22 || Estimated Time: 2 days, 7:15:12
2023-07-31 03:39:47,234 semantic_segmentation INFO: Iters: 91310/150000 || Lr: 0.008595 || Task Loss: 0.2516 || KD Loss: 0.0635|| 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: 3 days, 13:56:54 || Estimated Time: 2 days, 7:14:36
2023-07-31 03:40:18,784 semantic_segmentation INFO: Iters: 91320/150000 || Lr: 0.008594 || Task Loss: 0.1601 || KD Loss: 0.0417|| 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: 3 days, 13:57:25 || Estimated Time: 2 days, 7:14:01
2023-07-31 03:40:50,296 semantic_segmentation INFO: Iters: 91330/150000 || Lr: 0.008593 || Task Loss: 0.1896 || KD Loss: 0.0368|| 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: 3 days, 13:57:57 || Estimated Time: 2 days, 7:13:26
2023-07-31 03:41:21,835 semantic_segmentation INFO: Iters: 91340/150000 || Lr: 0.008591 || Task Loss: 0.1919 || KD Loss: 0.0384|| 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: 3 days, 13:58:28 || Estimated Time: 2 days, 7:12:50
2023-07-31 03:41:53,375 semantic_segmentation INFO: Iters: 91350/150000 || Lr: 0.008590 || Task Loss: 0.2299 || KD Loss: 0.0595|| 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: 3 days, 13:59:00 || Estimated Time: 2 days, 7:12:15
2023-07-31 03:42:24,872 semantic_segmentation INFO: Iters: 91360/150000 || Lr: 0.008589 || Task Loss: 0.1834 || KD Loss: 0.0372|| 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: 3 days, 13:59:31 || Estimated Time: 2 days, 7:11:39
2023-07-31 03:42:56,378 semantic_segmentation INFO: Iters: 91370/150000 || Lr: 0.008587 || Task Loss: 0.2324 || KD Loss: 0.0580|| 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: 3 days, 14:00:03 || Estimated Time: 2 days, 7:11:04
2023-07-31 03:43:27,929 semantic_segmentation INFO: Iters: 91380/150000 || Lr: 0.008586 || Task Loss: 0.1704 || KD Loss: 0.0462|| 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: 3 days, 14:00:34 || Estimated Time: 2 days, 7:10:29
2023-07-31 03:43:59,432 semantic_segmentation INFO: Iters: 91390/150000 || Lr: 0.008585 || Task Loss: 0.1392 || KD Loss: 0.0346|| 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: 3 days, 14:01:06 || Estimated Time: 2 days, 7:09:53
2023-07-31 03:44:31,006 semantic_segmentation INFO: Iters: 91400/150000 || Lr: 0.008583 || Task Loss: 0.1766 || KD Loss: 0.0468|| 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: 3 days, 14:01:37 || Estimated Time: 2 days, 7:09:18
2023-07-31 03:45:02,517 semantic_segmentation INFO: Iters: 91410/150000 || Lr: 0.008582 || Task Loss: 0.1240 || KD Loss: 0.0340|| 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: 3 days, 14:02:09 || Estimated Time: 2 days, 7:08:42
2023-07-31 03:45:34,051 semantic_segmentation INFO: Iters: 91420/150000 || Lr: 0.008581 || Task Loss: 0.1510 || KD Loss: 0.0316|| 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: 3 days, 14:02:40 || Estimated Time: 2 days, 7:08:07
2023-07-31 03:46:05,586 semantic_segmentation INFO: Iters: 91430/150000 || Lr: 0.008580 || Task Loss: 0.1984 || KD Loss: 0.0331|| 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: 3 days, 14:03:12 || Estimated Time: 2 days, 7:07:32
2023-07-31 03:46:37,150 semantic_segmentation INFO: Iters: 91440/150000 || Lr: 0.008578 || Task Loss: 0.2951 || KD Loss: 0.0826|| 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: 3 days, 14:03:44 || Estimated Time: 2 days, 7:06:56
2023-07-31 03:47:08,683 semantic_segmentation INFO: Iters: 91450/150000 || Lr: 0.008577 || Task Loss: 0.1697 || KD Loss: 0.0587|| 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: 3 days, 14:04:15 || Estimated Time: 2 days, 7:06:21
2023-07-31 03:47:40,210 semantic_segmentation INFO: Iters: 91460/150000 || Lr: 0.008576 || Task Loss: 0.1845 || KD Loss: 0.0450|| 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: 3 days, 14:04:47 || Estimated Time: 2 days, 7:05:45
2023-07-31 03:48:11,706 semantic_segmentation INFO: Iters: 91470/150000 || Lr: 0.008574 || Task Loss: 0.2068 || KD Loss: 0.0427|| 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: 3 days, 14:05:18 || Estimated Time: 2 days, 7:05:10
2023-07-31 03:48:43,260 semantic_segmentation INFO: Iters: 91480/150000 || Lr: 0.008573 || Task Loss: 0.1441 || KD Loss: 0.0269|| 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: 3 days, 14:05:50 || Estimated Time: 2 days, 7:04:35
2023-07-31 03:49:14,789 semantic_segmentation INFO: Iters: 91490/150000 || Lr: 0.008572 || Task Loss: 0.1754 || KD Loss: 0.0535|| 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: 3 days, 14:06:21 || Estimated Time: 2 days, 7:03:59
2023-07-31 03:49:46,296 semantic_segmentation INFO: Iters: 91500/150000 || Lr: 0.008570 || Task Loss: 0.1710 || KD Loss: 0.0622|| 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: 3 days, 14:06:53 || Estimated Time: 2 days, 7:03:24
2023-07-31 03:50:17,885 semantic_segmentation INFO: Iters: 91510/150000 || Lr: 0.008569 || Task Loss: 0.2830 || KD Loss: 0.0625|| 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: 3 days, 14:07:24 || Estimated Time: 2 days, 7:02:49
2023-07-31 03:50:49,399 semantic_segmentation INFO: Iters: 91520/150000 || Lr: 0.008568 || Task Loss: 0.3037 || KD Loss: 0.0817|| 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: 3 days, 14:07:56 || Estimated Time: 2 days, 7:02:13
2023-07-31 03:51:20,958 semantic_segmentation INFO: Iters: 91530/150000 || Lr: 0.008566 || Task Loss: 0.1652 || KD Loss: 0.0460|| 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 days, 14:08:27 || Estimated Time: 2 days, 7:01:38
2023-07-31 03:51:52,480 semantic_segmentation INFO: Iters: 91540/150000 || Lr: 0.008565 || Task Loss: 0.2032 || KD Loss: 0.0600|| 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: 3 days, 14:08:59 || Estimated Time: 2 days, 7:01:02
2023-07-31 03:52:24,025 semantic_segmentation INFO: Iters: 91550/150000 || Lr: 0.008564 || Task Loss: 0.2259 || KD Loss: 0.0486|| 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: 3 days, 14:09:30 || Estimated Time: 2 days, 7:00:27
2023-07-31 03:52:55,531 semantic_segmentation INFO: Iters: 91560/150000 || Lr: 0.008562 || Task Loss: 0.2509 || KD Loss: 0.0520|| 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: 3 days, 14:10:02 || Estimated Time: 2 days, 6:59:52
2023-07-31 03:53:27,045 semantic_segmentation INFO: Iters: 91570/150000 || Lr: 0.008561 || Task Loss: 0.1533 || KD Loss: 0.0374|| 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: 3 days, 14:10:33 || Estimated Time: 2 days, 6:59:16
2023-07-31 03:53:58,561 semantic_segmentation INFO: Iters: 91580/150000 || Lr: 0.008560 || Task Loss: 0.1862 || KD Loss: 0.0420|| 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: 3 days, 14:11:05 || Estimated Time: 2 days, 6:58:41
2023-07-31 03:54:30,103 semantic_segmentation INFO: Iters: 91590/150000 || Lr: 0.008558 || Task Loss: 0.2319 || KD Loss: 0.0543|| 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: 3 days, 14:11:36 || Estimated Time: 2 days, 6:58:06
2023-07-31 03:55:01,594 semantic_segmentation INFO: Iters: 91600/150000 || Lr: 0.008557 || Task Loss: 0.2130 || KD Loss: 0.0436|| 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: 3 days, 14:12:08 || Estimated Time: 2 days, 6:57:30
2023-07-31 03:55:33,185 semantic_segmentation INFO: Iters: 91610/150000 || Lr: 0.008556 || Task Loss: 0.2180 || KD Loss: 0.0438|| 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: 3 days, 14:12:40 || Estimated Time: 2 days, 6:56:55
2023-07-31 03:56:04,719 semantic_segmentation INFO: Iters: 91620/150000 || Lr: 0.008554 || Task Loss: 0.1752 || KD Loss: 0.0375|| 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 days, 14:13:11 || Estimated Time: 2 days, 6:56:19
2023-07-31 03:56:36,198 semantic_segmentation INFO: Iters: 91630/150000 || Lr: 0.008553 || Task Loss: 0.1546 || KD Loss: 0.0332|| 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: 3 days, 14:13:43 || Estimated Time: 2 days, 6:55:44
2023-07-31 03:57:07,793 semantic_segmentation INFO: Iters: 91640/150000 || Lr: 0.008552 || Task Loss: 0.1894 || KD Loss: 0.0478|| 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: 3 days, 14:14:14 || Estimated Time: 2 days, 6:55:09
2023-07-31 03:57:39,331 semantic_segmentation INFO: Iters: 91650/150000 || Lr: 0.008550 || Task Loss: 0.1207 || KD Loss: 0.0384|| 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: 3 days, 14:14:46 || Estimated Time: 2 days, 6:54:33
2023-07-31 03:58:10,887 semantic_segmentation INFO: Iters: 91660/150000 || Lr: 0.008549 || Task Loss: 0.1759 || KD Loss: 0.0394|| 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 days, 14:15:17 || Estimated Time: 2 days, 6:53:58
2023-07-31 03:58:42,431 semantic_segmentation INFO: Iters: 91670/150000 || Lr: 0.008548 || Task Loss: 0.2607 || KD Loss: 0.0652|| 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: 3 days, 14:15:49 || Estimated Time: 2 days, 6:53:23
2023-07-31 03:59:13,984 semantic_segmentation INFO: Iters: 91680/150000 || Lr: 0.008547 || Task Loss: 0.1961 || KD Loss: 0.0632|| 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: 3 days, 14:16:20 || Estimated Time: 2 days, 6:52:47
2023-07-31 03:59:45,540 semantic_segmentation INFO: Iters: 91690/150000 || Lr: 0.008545 || Task Loss: 0.1748 || KD Loss: 0.0407|| 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: 3 days, 14:16:52 || Estimated Time: 2 days, 6:52:12
2023-07-31 04:00:17,070 semantic_segmentation INFO: Iters: 91700/150000 || Lr: 0.008544 || Task Loss: 0.1756 || KD Loss: 0.0429|| 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: 3 days, 14:17:23 || Estimated Time: 2 days, 6:51:37
2023-07-31 04:00:48,605 semantic_segmentation INFO: Iters: 91710/150000 || Lr: 0.008543 || Task Loss: 0.2396 || KD Loss: 0.0574|| 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: 3 days, 14:17:55 || Estimated Time: 2 days, 6:51:01
2023-07-31 04:01:20,135 semantic_segmentation INFO: Iters: 91720/150000 || Lr: 0.008541 || Task Loss: 0.2206 || KD Loss: 0.0461|| 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: 3 days, 14:18:26 || Estimated Time: 2 days, 6:50:26
2023-07-31 04:01:51,720 semantic_segmentation INFO: Iters: 91730/150000 || Lr: 0.008540 || Task Loss: 0.1548 || KD Loss: 0.0694|| 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: 3 days, 14:18:58 || Estimated Time: 2 days, 6:49:50
2023-07-31 04:02:23,304 semantic_segmentation INFO: Iters: 91740/150000 || Lr: 0.008539 || Task Loss: 0.3027 || KD Loss: 0.0576|| 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: 3 days, 14:19:30 || Estimated Time: 2 days, 6:49:15
2023-07-31 04:02:54,853 semantic_segmentation INFO: Iters: 91750/150000 || Lr: 0.008537 || Task Loss: 0.2415 || KD Loss: 0.0572|| 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: 3 days, 14:20:01 || Estimated Time: 2 days, 6:48:40
2023-07-31 04:03:26,364 semantic_segmentation INFO: Iters: 91760/150000 || Lr: 0.008536 || Task Loss: 0.1786 || KD Loss: 0.0391|| 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: 3 days, 14:20:33 || Estimated Time: 2 days, 6:48:04
2023-07-31 04:03:57,928 semantic_segmentation INFO: Iters: 91770/150000 || Lr: 0.008535 || Task Loss: 0.3348 || KD Loss: 0.1071|| 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: 3 days, 14:21:04 || Estimated Time: 2 days, 6:47:29
2023-07-31 04:04:29,420 semantic_segmentation INFO: Iters: 91780/150000 || Lr: 0.008533 || Task Loss: 0.2179 || KD Loss: 0.0407|| 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 days, 14:21:36 || Estimated Time: 2 days, 6:46:54
2023-07-31 04:05:00,913 semantic_segmentation INFO: Iters: 91790/150000 || Lr: 0.008532 || Task Loss: 0.1355 || KD Loss: 0.0352|| 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: 3 days, 14:22:07 || Estimated Time: 2 days, 6:46:18
2023-07-31 04:05:32,413 semantic_segmentation INFO: Iters: 91800/150000 || Lr: 0.008531 || Task Loss: 0.2108 || KD Loss: 0.0357|| 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: 3 days, 14:22:39 || Estimated Time: 2 days, 6:45:43
2023-07-31 04:06:03,959 semantic_segmentation INFO: Iters: 91810/150000 || Lr: 0.008529 || Task Loss: 0.2112 || KD Loss: 0.0547|| 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: 3 days, 14:23:10 || Estimated Time: 2 days, 6:45:08
2023-07-31 04:06:35,466 semantic_segmentation INFO: Iters: 91820/150000 || Lr: 0.008528 || Task Loss: 0.1965 || KD Loss: 0.0577|| 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: 3 days, 14:23:42 || Estimated Time: 2 days, 6:44:32
2023-07-31 04:07:06,984 semantic_segmentation INFO: Iters: 91830/150000 || Lr: 0.008527 || Task Loss: 0.1784 || KD Loss: 0.0413|| 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: 3 days, 14:24:13 || Estimated Time: 2 days, 6:43:57
2023-07-31 04:07:38,504 semantic_segmentation INFO: Iters: 91840/150000 || Lr: 0.008525 || Task Loss: 0.2246 || KD Loss: 0.0573|| 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: 3 days, 14:24:45 || Estimated Time: 2 days, 6:43:21
2023-07-31 04:08:10,062 semantic_segmentation INFO: Iters: 91850/150000 || Lr: 0.008524 || Task Loss: 0.2195 || KD Loss: 0.0457|| 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: 3 days, 14:25:16 || Estimated Time: 2 days, 6:42:46
2023-07-31 04:08:41,653 semantic_segmentation INFO: Iters: 91860/150000 || Lr: 0.008523 || Task Loss: 0.1447 || KD Loss: 0.0393|| 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: 3 days, 14:25:48 || Estimated Time: 2 days, 6:42:11
2023-07-31 04:09:13,143 semantic_segmentation INFO: Iters: 91870/150000 || Lr: 0.008521 || Task Loss: 0.1514 || KD Loss: 0.0379|| 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: 3 days, 14:26:19 || Estimated Time: 2 days, 6:41:35
2023-07-31 04:09:44,624 semantic_segmentation INFO: Iters: 91880/150000 || Lr: 0.008520 || Task Loss: 0.1321 || KD Loss: 0.0304|| 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: 3 days, 14:26:51 || Estimated Time: 2 days, 6:41:00
2023-07-31 04:10:16,150 semantic_segmentation INFO: Iters: 91890/150000 || Lr: 0.008519 || Task Loss: 0.1762 || KD Loss: 0.0399|| 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: 3 days, 14:27:23 || Estimated Time: 2 days, 6:40:25
2023-07-31 04:10:47,630 semantic_segmentation INFO: Iters: 91900/150000 || Lr: 0.008518 || Task Loss: 0.1808 || KD Loss: 0.0420|| 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: 3 days, 14:27:54 || Estimated Time: 2 days, 6:39:49
2023-07-31 04:11:19,157 semantic_segmentation INFO: Iters: 91910/150000 || Lr: 0.008516 || Task Loss: 0.2414 || KD Loss: 0.0609|| 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: 3 days, 14:28:26 || Estimated Time: 2 days, 6:39:14
2023-07-31 04:11:50,601 semantic_segmentation INFO: Iters: 91920/150000 || Lr: 0.008515 || Task Loss: 0.1845 || KD Loss: 0.0417|| 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: 3 days, 14:28:57 || Estimated Time: 2 days, 6:38:39
2023-07-31 04:12:22,059 semantic_segmentation INFO: Iters: 91930/150000 || Lr: 0.008514 || Task Loss: 0.2032 || KD Loss: 0.0454|| 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: 3 days, 14:29:28 || Estimated Time: 2 days, 6:38:03
2023-07-31 04:12:53,556 semantic_segmentation INFO: Iters: 91940/150000 || Lr: 0.008512 || Task Loss: 0.2556 || KD Loss: 0.0393|| 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: 3 days, 14:30:00 || Estimated Time: 2 days, 6:37:28
2023-07-31 04:13:25,027 semantic_segmentation INFO: Iters: 91950/150000 || Lr: 0.008511 || Task Loss: 0.2135 || KD Loss: 0.0448|| 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: 3 days, 14:30:31 || Estimated Time: 2 days, 6:36:52
2023-07-31 04:13:56,564 semantic_segmentation INFO: Iters: 91960/150000 || Lr: 0.008510 || Task Loss: 0.2292 || KD Loss: 0.0403|| 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: 3 days, 14:31:03 || Estimated Time: 2 days, 6:36:17
2023-07-31 04:14:28,043 semantic_segmentation INFO: Iters: 91970/150000 || Lr: 0.008508 || Task Loss: 0.2011 || KD Loss: 0.0536|| 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: 3 days, 14:31:34 || Estimated Time: 2 days, 6:35:42
2023-07-31 04:14:59,543 semantic_segmentation INFO: Iters: 91980/150000 || Lr: 0.008507 || Task Loss: 0.1820 || KD Loss: 0.0343|| 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: 3 days, 14:32:06 || Estimated Time: 2 days, 6:35:06
2023-07-31 04:15:31,060 semantic_segmentation INFO: Iters: 91990/150000 || Lr: 0.008506 || Task Loss: 0.1501 || KD Loss: 0.0447|| 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: 3 days, 14:32:37 || Estimated Time: 2 days, 6:34:31
2023-07-31 04:16:02,547 semantic_segmentation INFO: Iters: 92000/150000 || Lr: 0.008504 || Task Loss: 0.2009 || KD Loss: 0.0542|| 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: 3 days, 14:33:09 || Estimated Time: 2 days, 6:33:56
2023-07-31 04:16:02,616 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 04:16:03,454 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.967, mIoU: 0.403
2023-07-31 04:16:03,571 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.505
2023-07-31 04:16:03,675 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.510
2023-07-31 04:16:03,780 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.535
2023-07-31 04:16:03,886 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.529
2023-07-31 04:16:03,990 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.534
2023-07-31 04:16:04,095 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.579
2023-07-31 04:16:04,201 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.629
2023-07-31 04:16:04,307 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.674
2023-07-31 04:16:04,410 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.721
2023-07-31 04:16:04,518 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.730
2023-07-31 04:16:04,623 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.762
2023-07-31 04:16:04,727 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.759
2023-07-31 04:16:04,833 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.741
2023-07-31 04:16:04,938 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.741
2023-07-31 04:16:05,045 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.728
2023-07-31 04:16:05,152 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.730
2023-07-31 04:16:05,260 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.729
2023-07-31 04:16:05,368 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.735
2023-07-31 04:16:05,476 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.742
2023-07-31 04:16:05,582 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.742
2023-07-31 04:16:05,684 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 04:16:05,787 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 04:16:05,891 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.745
2023-07-31 04:16:05,996 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.950, mIoU: 0.756
2023-07-31 04:16:06,098 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.756
2023-07-31 04:16:06,201 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 04:16:06,305 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 04:16:06,408 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.736
2023-07-31 04:16:06,512 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-31 04:16:06,616 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-31 04:16:06,718 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 04:16:06,821 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 04:16:06,924 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 04:16:07,027 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-31 04:16:07,132 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-31 04:16:07,235 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.729
2023-07-31 04:16:07,337 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.947, mIoU: 0.728
2023-07-31 04:16:07,442 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-31 04:16:07,547 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.947, mIoU: 0.724
2023-07-31 04:16:07,650 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 04:16:07,753 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.948, mIoU: 0.721
2023-07-31 04:16:07,856 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-31 04:16:07,963 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-31 04:16:08,072 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.949, mIoU: 0.723
2023-07-31 04:16:08,180 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.949, mIoU: 0.723
2023-07-31 04:16:08,286 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-31 04:16:08,392 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.950, mIoU: 0.722
2023-07-31 04:16:08,500 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.950, mIoU: 0.721
2023-07-31 04:16:08,607 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.724
2023-07-31 04:16:08,715 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.724
2023-07-31 04:16:08,823 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.949, mIoU: 0.723
2023-07-31 04:16:08,928 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-31 04:16:09,033 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.727
2023-07-31 04:16:09,140 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.947, mIoU: 0.726
2023-07-31 04:16:09,247 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.947, mIoU: 0.726
2023-07-31 04:16:09,355 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.947, mIoU: 0.727
2023-07-31 04:16:09,466 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-31 04:16:09,578 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.947, mIoU: 0.731
2023-07-31 04:16:09,684 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.947, mIoU: 0.729
2023-07-31 04:16:09,788 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-31 04:16:09,891 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.947, mIoU: 0.734
2023-07-31 04:16:09,996 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.947, mIoU: 0.734
2023-07-31 04:16:10,097 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.947, mIoU: 0.737
2023-07-31 04:16:10,202 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.947, mIoU: 0.739
2023-07-31 04:16:10,304 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.947, mIoU: 0.739
2023-07-31 04:16:10,408 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.946, mIoU: 0.738
2023-07-31 04:16:10,513 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.946, mIoU: 0.739
2023-07-31 04:16:10,621 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.946, mIoU: 0.737
2023-07-31 04:16:10,725 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.946, mIoU: 0.737
2023-07-31 04:16:10,829 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.946, mIoU: 0.737
2023-07-31 04:16:10,934 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.946, mIoU: 0.737
2023-07-31 04:16:11,037 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.946, mIoU: 0.736
2023-07-31 04:16:11,141 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.947, mIoU: 0.736
2023-07-31 04:16:11,246 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.946, mIoU: 0.737
2023-07-31 04:16:11,351 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.946, mIoU: 0.736
2023-07-31 04:16:11,454 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.736
2023-07-31 04:16:11,559 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.947, mIoU: 0.735
2023-07-31 04:16:11,676 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.947, mIoU: 0.735
2023-07-31 04:16:11,781 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.947, mIoU: 0.736
2023-07-31 04:16:11,884 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.946, mIoU: 0.737
2023-07-31 04:16:11,990 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.946, mIoU: 0.737
2023-07-31 04:16:12,098 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.946, mIoU: 0.737
2023-07-31 04:16:12,205 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.945, mIoU: 0.735
2023-07-31 04:16:12,312 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.943, mIoU: 0.730
2023-07-31 04:16:12,418 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.943, mIoU: 0.731
2023-07-31 04:16:12,526 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.943, mIoU: 0.731
2023-07-31 04:16:12,637 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.944, mIoU: 0.730
2023-07-31 04:16:12,744 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.944, mIoU: 0.731
2023-07-31 04:16:12,849 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.944, mIoU: 0.731
2023-07-31 04:16:12,956 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.944, mIoU: 0.731
2023-07-31 04:16:13,058 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.943, mIoU: 0.730
2023-07-31 04:16:13,162 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.943, mIoU: 0.730
2023-07-31 04:16:13,265 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.944, mIoU: 0.730
2023-07-31 04:16:13,369 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.944, mIoU: 0.730
2023-07-31 04:16:13,472 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.944, mIoU: 0.730
2023-07-31 04:16:13,576 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.944, mIoU: 0.731
2023-07-31 04:16:13,683 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.944, mIoU: 0.731
2023-07-31 04:16:13,788 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.944, mIoU: 0.732
2023-07-31 04:16:13,890 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.944, mIoU: 0.732
2023-07-31 04:16:13,997 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.942, mIoU: 0.732
2023-07-31 04:16:14,101 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.942, mIoU: 0.731
2023-07-31 04:16:14,205 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.942, mIoU: 0.731
2023-07-31 04:16:14,307 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.942, mIoU: 0.731
2023-07-31 04:16:14,410 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.942, mIoU: 0.731
2023-07-31 04:16:14,514 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.943, mIoU: 0.731
2023-07-31 04:16:14,617 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.943, mIoU: 0.731
2023-07-31 04:16:14,724 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-31 04:16:14,829 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-31 04:16:14,935 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-31 04:16:15,043 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-31 04:16:15,156 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.943, mIoU: 0.731
2023-07-31 04:16:15,261 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.943, mIoU: 0.731
2023-07-31 04:16:15,363 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.943, mIoU: 0.731
2023-07-31 04:16:15,473 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.943, mIoU: 0.731
2023-07-31 04:16:15,580 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.943, mIoU: 0.730
2023-07-31 04:16:15,687 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.943, mIoU: 0.733
2023-07-31 04:16:15,793 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-31 04:16:15,897 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.943, mIoU: 0.734
2023-07-31 04:16:16,003 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.943, mIoU: 0.733
2023-07-31 04:16:16,114 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.943, mIoU: 0.733
2023-07-31 04:16:16,226 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-31 04:16:16,332 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-31 04:16:16,439 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-31 04:16:16,546 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.943, mIoU: 0.732
2023-07-31 04:16:16,653 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.942, mIoU: 0.733
2023-07-31 04:16:16,759 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.942, mIoU: 0.736
2023-07-31 04:16:16,862 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.943, mIoU: 0.736
2023-07-31 04:16:16,965 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.942, mIoU: 0.735
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2023-07-31 04:16:37,644 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.944, mIoU: 0.725
2023-07-31 04:16:37,746 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.944, mIoU: 0.725
2023-07-31 04:16:37,851 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.944, mIoU: 0.725
2023-07-31 04:16:37,954 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.945, mIoU: 0.726
2023-07-31 04:16:38,060 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.945, mIoU: 0.726
2023-07-31 04:16:38,165 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.945, mIoU: 0.726
2023-07-31 04:16:38,271 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.945, mIoU: 0.726
2023-07-31 04:16:38,378 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.945, mIoU: 0.727
2023-07-31 04:16:38,487 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.945, mIoU: 0.727
2023-07-31 04:16:38,595 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.945, mIoU: 0.727
2023-07-31 04:16:38,708 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.945, mIoU: 0.727
2023-07-31 04:16:38,815 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.945, mIoU: 0.727
2023-07-31 04:16:38,919 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.945, mIoU: 0.727
2023-07-31 04:16:39,030 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.945, mIoU: 0.727
2023-07-31 04:16:39,140 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.945, mIoU: 0.727
2023-07-31 04:16:39,250 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.945, mIoU: 0.728
2023-07-31 04:16:39,356 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.946, mIoU: 0.728
2023-07-31 04:16:39,465 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.946, mIoU: 0.728
2023-07-31 04:16:39,574 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.946, mIoU: 0.728
2023-07-31 04:16:39,681 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.946, mIoU: 0.728
2023-07-31 04:16:39,787 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.946, mIoU: 0.728
2023-07-31 04:16:39,891 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.946, mIoU: 0.728
2023-07-31 04:16:39,995 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.946, mIoU: 0.728
2023-07-31 04:16:40,102 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.946, mIoU: 0.729
2023-07-31 04:16:40,207 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.946, mIoU: 0.729
2023-07-31 04:16:40,310 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.946, mIoU: 0.729
2023-07-31 04:16:40,414 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.946, mIoU: 0.729
2023-07-31 04:16:40,520 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.946, mIoU: 0.729
2023-07-31 04:16:40,623 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.947, mIoU: 0.729
2023-07-31 04:16:40,727 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.946, mIoU: 0.729
2023-07-31 04:16:40,834 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.946, mIoU: 0.729
2023-07-31 04:16:40,942 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.947, mIoU: 0.729
2023-07-31 04:16:41,054 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.947, mIoU: 0.729
2023-07-31 04:16:41,167 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.947, mIoU: 0.729
2023-07-31 04:16:41,275 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.947, mIoU: 0.729
2023-07-31 04:16:41,380 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.947, mIoU: 0.729
2023-07-31 04:16:41,489 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 04:16:41,596 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.947, mIoU: 0.729
2023-07-31 04:16:41,706 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.947, mIoU: 0.729
2023-07-31 04:16:41,818 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 04:16:41,928 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 04:16:42,043 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 04:16:42,156 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 04:16:42,266 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 04:16:42,375 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 04:16:42,485 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.947, mIoU: 0.731
2023-07-31 04:16:42,599 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.947, mIoU: 0.731
2023-07-31 04:16:42,704 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 04:16:42,808 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 04:16:42,919 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 04:16:43,029 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-31 04:16:43,138 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-31 04:16:43,246 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-31 04:16:43,355 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 04:16:43,469 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-31 04:16:43,578 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-31 04:16:43,688 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-31 04:16:43,795 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-31 04:16:43,901 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-31 04:16:44,006 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-31 04:16:44,115 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-31 04:16:44,219 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-31 04:16:44,327 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-31 04:16:44,436 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-31 04:16:44,544 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-31 04:16:44,650 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-31 04:16:44,759 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-31 04:16:44,867 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-31 04:16:44,976 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-31 04:16:45,083 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.949, mIoU: 0.733
2023-07-31 04:16:45,193 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.949, mIoU: 0.733
2023-07-31 04:16:45,302 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 04:16:45,408 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 04:16:45,517 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 04:16:45,621 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 04:16:45,724 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 04:16:45,828 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 04:16:45,931 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 04:16:46,034 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 04:16:46,145 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 04:16:46,250 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 04:16:46,354 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 04:16:46,459 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 04:16:46,562 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 04:16:46,666 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 04:16:46,771 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 04:16:46,876 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 04:16:46,982 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 04:16:47,085 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 04:16:47,196 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 04:16:47,307 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 04:16:47,412 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 04:16:47,518 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 04:16:47,625 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 04:16:47,732 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 04:16:47,839 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 04:16:47,945 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 04:16:48,053 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 04:16:48,163 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 04:16:48,273 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 04:16:48,382 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 04:16:48,488 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 04:16:48,593 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 04:16:48,698 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 04:16:48,803 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 04:16:48,907 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 04:16:49,012 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 04:16:49,117 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 04:16:49,224 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 04:16:49,328 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 04:16:49,432 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 04:16:49,538 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 04:16:49,642 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 04:16:49,745 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 04:16:49,851 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 04:16:49,954 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 04:16:50,064 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 04:16:50,179 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 04:16:50,285 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 04:16:50,390 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 04:16:50,500 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 04:16:50,610 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 04:16:50,717 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 04:16:50,824 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 04:16:50,932 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-31 04:16:51,040 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-31 04:16:51,147 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-31 04:16:51,257 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-31 04:16:51,361 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-31 04:16:51,464 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-31 04:16:51,566 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-31 04:16:51,669 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 04:16:51,774 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 04:16:51,878 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 04:16:51,984 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 04:16:52,089 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 04:16:52,190 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 04:16:52,295 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 04:16:52,400 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 04:16:52,506 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 04:16:52,609 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 04:16:52,712 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 04:16:52,818 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 04:16:52,925 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 04:16:53,034 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 04:16:53,142 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 04:16:53,257 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 04:16:53,363 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 04:16:53,466 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 04:16:53,573 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 04:16:53,680 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 04:16:53,786 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 04:16:53,896 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 04:16:54,006 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 04:16:54,114 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 04:16:54,225 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 04:16:54,336 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 04:16:54,442 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 04:16:54,550 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 04:16:54,655 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 04:16:54,759 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 04:16:54,862 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 04:16:54,964 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 04:16:55,067 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 04:16:55,170 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 04:16:55,278 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 04:16:55,384 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 04:16:55,494 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 04:16:55,599 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 04:16:55,704 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 04:16:55,812 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 04:16:55,920 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 04:16:56,026 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 04:16:56,130 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 04:16:56,235 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 04:16:56,344 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 04:16:56,449 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 04:17:28,305 semantic_segmentation INFO: Iters: 92010/150000 || Lr: 0.008503 || Task Loss: 0.2536 || KD Loss: 0.0501|| 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: 3 days, 14:34:35 || Estimated Time: 2 days, 6:33:54
2023-07-31 04:17:59,770 semantic_segmentation INFO: Iters: 92020/150000 || Lr: 0.008502 || Task Loss: 0.1965 || KD Loss: 0.0416|| 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: 3 days, 14:35:06 || Estimated Time: 2 days, 6:33:19
2023-07-31 04:18:31,180 semantic_segmentation INFO: Iters: 92030/150000 || Lr: 0.008500 || Task Loss: 0.2033 || KD Loss: 0.0485|| 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: 3 days, 14:35:38 || Estimated Time: 2 days, 6:32:44
2023-07-31 04:19:02,647 semantic_segmentation INFO: Iters: 92040/150000 || Lr: 0.008499 || Task Loss: 0.1780 || KD Loss: 0.0409|| 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: 3 days, 14:36:09 || Estimated Time: 2 days, 6:32:08
2023-07-31 04:19:34,083 semantic_segmentation INFO: Iters: 92050/150000 || Lr: 0.008498 || Task Loss: 0.1411 || KD Loss: 0.0756|| 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: 3 days, 14:36:40 || Estimated Time: 2 days, 6:31:33
2023-07-31 04:20:05,518 semantic_segmentation INFO: Iters: 92060/150000 || Lr: 0.008496 || Task Loss: 0.1394 || KD Loss: 0.0308|| 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: 3 days, 14:37:12 || Estimated Time: 2 days, 6:30:57
2023-07-31 04:20:37,007 semantic_segmentation INFO: Iters: 92070/150000 || Lr: 0.008495 || Task Loss: 0.1766 || KD Loss: 0.0611|| 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: 3 days, 14:37:43 || Estimated Time: 2 days, 6:30:22
2023-07-31 04:21:08,447 semantic_segmentation INFO: Iters: 92080/150000 || Lr: 0.008494 || Task Loss: 0.1846 || KD Loss: 0.0581|| 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: 3 days, 14:38:15 || Estimated Time: 2 days, 6:29:47
2023-07-31 04:21:39,906 semantic_segmentation INFO: Iters: 92090/150000 || Lr: 0.008492 || Task Loss: 0.2080 || KD Loss: 0.0441|| 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: 3 days, 14:38:46 || Estimated Time: 2 days, 6:29:11
2023-07-31 04:22:11,359 semantic_segmentation INFO: Iters: 92100/150000 || Lr: 0.008491 || Task Loss: 0.2308 || KD Loss: 0.0687|| 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: 3 days, 14:39:18 || Estimated Time: 2 days, 6:28:36
2023-07-31 04:22:42,822 semantic_segmentation INFO: Iters: 92110/150000 || Lr: 0.008490 || Task Loss: 0.1683 || KD Loss: 0.0491|| 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: 3 days, 14:39:49 || Estimated Time: 2 days, 6:28:00
2023-07-31 04:23:14,336 semantic_segmentation INFO: Iters: 92120/150000 || Lr: 0.008488 || Task Loss: 0.1737 || KD Loss: 0.0588|| 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: 3 days, 14:40:21 || Estimated Time: 2 days, 6:27:25
2023-07-31 04:23:45,792 semantic_segmentation INFO: Iters: 92130/150000 || Lr: 0.008487 || Task Loss: 0.2557 || KD Loss: 0.0559|| 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: 3 days, 14:40:52 || Estimated Time: 2 days, 6:26:50
2023-07-31 04:24:17,215 semantic_segmentation INFO: Iters: 92140/150000 || Lr: 0.008486 || Task Loss: 0.1572 || KD Loss: 0.0293|| 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: 3 days, 14:41:24 || Estimated Time: 2 days, 6:26:14
2023-07-31 04:24:48,711 semantic_segmentation INFO: Iters: 92150/150000 || Lr: 0.008485 || Task Loss: 0.1824 || KD Loss: 0.0618|| 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: 3 days, 14:41:55 || Estimated Time: 2 days, 6:25:39
2023-07-31 04:25:20,204 semantic_segmentation INFO: Iters: 92160/150000 || Lr: 0.008483 || Task Loss: 0.1700 || KD Loss: 0.0389|| 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: 3 days, 14:42:27 || Estimated Time: 2 days, 6:25:04
2023-07-31 04:25:51,643 semantic_segmentation INFO: Iters: 92170/150000 || Lr: 0.008482 || Task Loss: 0.1483 || KD Loss: 0.0620|| 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: 3 days, 14:42:58 || Estimated Time: 2 days, 6:24:28
2023-07-31 04:26:23,075 semantic_segmentation INFO: Iters: 92180/150000 || Lr: 0.008481 || Task Loss: 0.1077 || KD Loss: 0.0289|| 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: 3 days, 14:43:29 || Estimated Time: 2 days, 6:23:53
2023-07-31 04:26:54,583 semantic_segmentation INFO: Iters: 92190/150000 || Lr: 0.008479 || Task Loss: 0.2514 || KD Loss: 0.0585|| 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: 3 days, 14:44:01 || Estimated Time: 2 days, 6:23:17
2023-07-31 04:27:26,005 semantic_segmentation INFO: Iters: 92200/150000 || Lr: 0.008478 || Task Loss: 0.2115 || KD Loss: 0.0439|| 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: 3 days, 14:44:32 || Estimated Time: 2 days, 6:22:42
2023-07-31 04:27:57,458 semantic_segmentation INFO: Iters: 92210/150000 || Lr: 0.008477 || Task Loss: 0.1745 || KD Loss: 0.0338|| 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: 3 days, 14:45:04 || Estimated Time: 2 days, 6:22:07
2023-07-31 04:28:28,914 semantic_segmentation INFO: Iters: 92220/150000 || Lr: 0.008475 || Task Loss: 0.2173 || KD Loss: 0.0594|| 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: 3 days, 14:45:35 || Estimated Time: 2 days, 6:21:31
2023-07-31 04:29:00,394 semantic_segmentation INFO: Iters: 92230/150000 || Lr: 0.008474 || Task Loss: 0.2138 || KD Loss: 0.0613|| 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: 3 days, 14:46:07 || Estimated Time: 2 days, 6:20:56
2023-07-31 04:29:31,883 semantic_segmentation INFO: Iters: 92240/150000 || Lr: 0.008473 || Task Loss: 0.2147 || KD Loss: 0.0534|| 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: 3 days, 14:46:38 || Estimated Time: 2 days, 6:20:21
2023-07-31 04:30:03,377 semantic_segmentation INFO: Iters: 92250/150000 || Lr: 0.008471 || Task Loss: 0.2192 || KD Loss: 0.0674|| 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: 3 days, 14:47:10 || Estimated Time: 2 days, 6:19:45
2023-07-31 04:30:34,840 semantic_segmentation INFO: Iters: 92260/150000 || Lr: 0.008470 || Task Loss: 0.1489 || KD Loss: 0.0609|| 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: 3 days, 14:47:41 || Estimated Time: 2 days, 6:19:10
2023-07-31 04:31:06,282 semantic_segmentation INFO: Iters: 92270/150000 || Lr: 0.008469 || Task Loss: 0.1924 || KD Loss: 0.0440|| 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: 3 days, 14:48:13 || Estimated Time: 2 days, 6:18:34
2023-07-31 04:31:37,769 semantic_segmentation INFO: Iters: 92280/150000 || Lr: 0.008467 || Task Loss: 0.2535 || KD Loss: 0.1089|| 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: 3 days, 14:48:44 || Estimated Time: 2 days, 6:17:59
2023-07-31 04:32:09,274 semantic_segmentation INFO: Iters: 92290/150000 || Lr: 0.008466 || Task Loss: 0.2360 || KD Loss: 0.0506|| 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: 3 days, 14:49:16 || Estimated Time: 2 days, 6:17:24
2023-07-31 04:32:40,753 semantic_segmentation INFO: Iters: 92300/150000 || Lr: 0.008465 || Task Loss: 0.1610 || KD Loss: 0.0513|| 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: 3 days, 14:49:47 || Estimated Time: 2 days, 6:16:48
2023-07-31 04:33:12,211 semantic_segmentation INFO: Iters: 92310/150000 || Lr: 0.008463 || Task Loss: 0.1994 || KD Loss: 0.0347|| 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: 3 days, 14:50:19 || Estimated Time: 2 days, 6:16:13
2023-07-31 04:33:43,602 semantic_segmentation INFO: Iters: 92320/150000 || Lr: 0.008462 || Task Loss: 0.2499 || KD Loss: 0.0661|| 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: 3 days, 14:50:50 || Estimated Time: 2 days, 6:15:38
2023-07-31 04:34:15,064 semantic_segmentation INFO: Iters: 92330/150000 || Lr: 0.008461 || Task Loss: 0.1659 || KD Loss: 0.0419|| 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: 3 days, 14:51:21 || Estimated Time: 2 days, 6:15:02
2023-07-31 04:34:46,499 semantic_segmentation INFO: Iters: 92340/150000 || Lr: 0.008459 || Task Loss: 0.1983 || KD Loss: 0.0503|| 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: 3 days, 14:51:53 || Estimated Time: 2 days, 6:14:27
2023-07-31 04:35:17,946 semantic_segmentation INFO: Iters: 92350/150000 || Lr: 0.008458 || Task Loss: 0.1203 || KD Loss: 0.0342|| 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: 3 days, 14:52:24 || Estimated Time: 2 days, 6:13:52
2023-07-31 04:35:49,417 semantic_segmentation INFO: Iters: 92360/150000 || Lr: 0.008457 || Task Loss: 0.2026 || KD Loss: 0.0573|| 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: 3 days, 14:52:56 || Estimated Time: 2 days, 6:13:16
2023-07-31 04:36:20,902 semantic_segmentation INFO: Iters: 92370/150000 || Lr: 0.008455 || Task Loss: 0.1793 || KD Loss: 0.0329|| 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: 3 days, 14:53:27 || Estimated Time: 2 days, 6:12:41
2023-07-31 04:36:52,340 semantic_segmentation INFO: Iters: 92380/150000 || Lr: 0.008454 || Task Loss: 0.2218 || KD Loss: 0.0802|| 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: 3 days, 14:53:59 || Estimated Time: 2 days, 6:12:05
2023-07-31 04:37:23,853 semantic_segmentation INFO: Iters: 92390/150000 || Lr: 0.008453 || Task Loss: 0.1483 || KD Loss: 0.0300|| 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: 3 days, 14:54:30 || Estimated Time: 2 days, 6:11:30
2023-07-31 04:37:55,300 semantic_segmentation INFO: Iters: 92400/150000 || Lr: 0.008452 || Task Loss: 0.1917 || KD Loss: 0.0594|| 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: 3 days, 14:55:02 || Estimated Time: 2 days, 6:10:55
2023-07-31 04:38:26,761 semantic_segmentation INFO: Iters: 92410/150000 || Lr: 0.008450 || Task Loss: 0.1919 || KD Loss: 0.0516|| 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 days, 14:55:33 || Estimated Time: 2 days, 6:10:19
2023-07-31 04:38:58,205 semantic_segmentation INFO: Iters: 92420/150000 || Lr: 0.008449 || Task Loss: 0.2164 || KD Loss: 0.0577|| 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: 3 days, 14:56:05 || Estimated Time: 2 days, 6:09:44
2023-07-31 04:39:29,635 semantic_segmentation INFO: Iters: 92430/150000 || Lr: 0.008448 || Task Loss: 0.6080 || KD Loss: 0.2854|| 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: 3 days, 14:56:36 || Estimated Time: 2 days, 6:09:09
2023-07-31 04:40:01,071 semantic_segmentation INFO: Iters: 92440/150000 || Lr: 0.008446 || Task Loss: 0.1959 || KD Loss: 0.0617|| 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: 3 days, 14:57:07 || Estimated Time: 2 days, 6:08:33
2023-07-31 04:40:32,489 semantic_segmentation INFO: Iters: 92450/150000 || Lr: 0.008445 || Task Loss: 0.3052 || KD Loss: 0.0624|| 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: 3 days, 14:57:39 || Estimated Time: 2 days, 6:07:58
2023-07-31 04:41:03,950 semantic_segmentation INFO: Iters: 92460/150000 || Lr: 0.008444 || Task Loss: 0.2333 || KD Loss: 0.0654|| 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: 3 days, 14:58:10 || Estimated Time: 2 days, 6:07:22
2023-07-31 04:41:35,382 semantic_segmentation INFO: Iters: 92470/150000 || Lr: 0.008442 || Task Loss: 0.2202 || KD Loss: 0.0965|| 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: 3 days, 14:58:42 || Estimated Time: 2 days, 6:06:47
2023-07-31 04:42:06,796 semantic_segmentation INFO: Iters: 92480/150000 || Lr: 0.008441 || Task Loss: 0.2342 || KD Loss: 0.0671|| 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 days, 14:59:13 || Estimated Time: 2 days, 6:06:12
2023-07-31 04:42:38,253 semantic_segmentation INFO: Iters: 92490/150000 || Lr: 0.008440 || Task Loss: 0.2950 || KD Loss: 0.1178|| 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: 3 days, 14:59:45 || Estimated Time: 2 days, 6:05:36
2023-07-31 04:43:09,758 semantic_segmentation INFO: Iters: 92500/150000 || Lr: 0.008438 || Task Loss: 0.3104 || KD Loss: 0.0771|| 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: 3 days, 15:00:16 || Estimated Time: 2 days, 6:05:01
2023-07-31 04:43:41,171 semantic_segmentation INFO: Iters: 92510/150000 || Lr: 0.008437 || Task Loss: 0.1987 || KD Loss: 0.0549|| 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: 3 days, 15:00:48 || Estimated Time: 2 days, 6:04:26
2023-07-31 04:44:12,626 semantic_segmentation INFO: Iters: 92520/150000 || Lr: 0.008436 || Task Loss: 0.2009 || KD Loss: 0.0509|| 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: 3 days, 15:01:19 || Estimated Time: 2 days, 6:03:50
2023-07-31 04:44:44,022 semantic_segmentation INFO: Iters: 92530/150000 || Lr: 0.008434 || Task Loss: 0.1675 || KD Loss: 0.0413|| 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: 3 days, 15:01:50 || Estimated Time: 2 days, 6:03:15
2023-07-31 04:45:15,429 semantic_segmentation INFO: Iters: 92540/150000 || Lr: 0.008433 || Task Loss: 0.1889 || KD Loss: 0.0377|| 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: 3 days, 15:02:22 || Estimated Time: 2 days, 6:02:40
2023-07-31 04:45:46,836 semantic_segmentation INFO: Iters: 92550/150000 || Lr: 0.008432 || Task Loss: 0.2005 || KD Loss: 0.0563|| 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: 3 days, 15:02:53 || Estimated Time: 2 days, 6:02:04
2023-07-31 04:46:18,268 semantic_segmentation INFO: Iters: 92560/150000 || Lr: 0.008430 || Task Loss: 0.2073 || KD Loss: 0.0487|| 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: 3 days, 15:03:25 || Estimated Time: 2 days, 6:01:29
2023-07-31 04:46:49,758 semantic_segmentation INFO: Iters: 92570/150000 || Lr: 0.008429 || Task Loss: 0.1810 || KD Loss: 0.0516|| 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: 3 days, 15:03:56 || Estimated Time: 2 days, 6:00:53
2023-07-31 04:47:21,163 semantic_segmentation INFO: Iters: 92580/150000 || Lr: 0.008428 || Task Loss: 0.1940 || KD Loss: 0.0409|| 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: 3 days, 15:04:28 || Estimated Time: 2 days, 6:00:18
2023-07-31 04:47:52,617 semantic_segmentation INFO: Iters: 92590/150000 || Lr: 0.008426 || Task Loss: 0.2089 || KD Loss: 0.0549|| 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: 3 days, 15:04:59 || Estimated Time: 2 days, 5:59:43
2023-07-31 04:48:24,038 semantic_segmentation INFO: Iters: 92600/150000 || Lr: 0.008425 || Task Loss: 0.2282 || KD Loss: 0.0921|| 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: 3 days, 15:05:30 || Estimated Time: 2 days, 5:59:07
2023-07-31 04:48:55,456 semantic_segmentation INFO: Iters: 92610/150000 || Lr: 0.008424 || Task Loss: 0.2357 || KD Loss: 0.0649|| 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: 3 days, 15:06:02 || Estimated Time: 2 days, 5:58:32
2023-07-31 04:49:26,835 semantic_segmentation INFO: Iters: 92620/150000 || Lr: 0.008422 || Task Loss: 0.3322 || KD Loss: 0.0871|| 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: 3 days, 15:06:33 || Estimated Time: 2 days, 5:57:57
2023-07-31 04:49:58,320 semantic_segmentation INFO: Iters: 92630/150000 || Lr: 0.008421 || Task Loss: 0.2365 || KD Loss: 0.0741|| 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 days, 15:07:05 || Estimated Time: 2 days, 5:57:21
2023-07-31 04:50:29,724 semantic_segmentation INFO: Iters: 92640/150000 || Lr: 0.008420 || Task Loss: 0.2775 || KD Loss: 0.0857|| 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: 3 days, 15:07:36 || Estimated Time: 2 days, 5:56:46
2023-07-31 04:51:01,131 semantic_segmentation INFO: Iters: 92650/150000 || Lr: 0.008419 || Task Loss: 0.2089 || KD Loss: 0.0479|| 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: 3 days, 15:08:07 || Estimated Time: 2 days, 5:56:11
2023-07-31 04:51:32,563 semantic_segmentation INFO: Iters: 92660/150000 || Lr: 0.008417 || Task Loss: 0.3629 || KD Loss: 0.1392|| 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 days, 15:08:39 || Estimated Time: 2 days, 5:55:35
2023-07-31 04:52:03,957 semantic_segmentation INFO: Iters: 92670/150000 || Lr: 0.008416 || Task Loss: 0.2315 || KD Loss: 0.0731|| 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: 3 days, 15:09:10 || Estimated Time: 2 days, 5:55:00
2023-07-31 04:52:35,375 semantic_segmentation INFO: Iters: 92680/150000 || Lr: 0.008415 || Task Loss: 0.2089 || KD Loss: 0.0598|| 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: 3 days, 15:09:42 || Estimated Time: 2 days, 5:54:24
2023-07-31 04:53:06,804 semantic_segmentation INFO: Iters: 92690/150000 || Lr: 0.008413 || Task Loss: 0.1779 || KD Loss: 0.0485|| 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: 3 days, 15:10:13 || Estimated Time: 2 days, 5:53:49
2023-07-31 04:53:38,247 semantic_segmentation INFO: Iters: 92700/150000 || Lr: 0.008412 || Task Loss: 0.2461 || KD Loss: 0.0637|| 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: 3 days, 15:10:45 || Estimated Time: 2 days, 5:53:14
2023-07-31 04:54:09,647 semantic_segmentation INFO: Iters: 92710/150000 || Lr: 0.008411 || Task Loss: 0.1886 || KD Loss: 0.0668|| 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: 3 days, 15:11:16 || Estimated Time: 2 days, 5:52:38
2023-07-31 04:54:41,049 semantic_segmentation INFO: Iters: 92720/150000 || Lr: 0.008409 || Task Loss: 0.2395 || KD Loss: 0.0603|| 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: 3 days, 15:11:47 || Estimated Time: 2 days, 5:52:03
2023-07-31 04:55:12,452 semantic_segmentation INFO: Iters: 92730/150000 || Lr: 0.008408 || Task Loss: 0.1610 || KD Loss: 0.0502|| 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: 3 days, 15:12:19 || Estimated Time: 2 days, 5:51:28
2023-07-31 04:55:43,831 semantic_segmentation INFO: Iters: 92740/150000 || Lr: 0.008407 || Task Loss: 0.2580 || KD Loss: 0.0567|| 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: 3 days, 15:12:50 || Estimated Time: 2 days, 5:50:52
2023-07-31 04:56:15,261 semantic_segmentation INFO: Iters: 92750/150000 || Lr: 0.008405 || Task Loss: 0.2036 || KD Loss: 0.0638|| 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: 3 days, 15:13:22 || Estimated Time: 2 days, 5:50:17
2023-07-31 04:56:46,704 semantic_segmentation INFO: Iters: 92760/150000 || Lr: 0.008404 || Task Loss: 0.1837 || KD Loss: 0.0546|| 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: 3 days, 15:13:53 || Estimated Time: 2 days, 5:49:41
2023-07-31 04:57:18,090 semantic_segmentation INFO: Iters: 92770/150000 || Lr: 0.008403 || Task Loss: 0.2193 || KD Loss: 0.0432|| 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 days, 15:14:24 || Estimated Time: 2 days, 5:49:06
2023-07-31 04:57:49,579 semantic_segmentation INFO: Iters: 92780/150000 || Lr: 0.008401 || Task Loss: 0.2695 || KD Loss: 0.0659|| 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: 3 days, 15:14:56 || Estimated Time: 2 days, 5:48:31
2023-07-31 04:58:20,963 semantic_segmentation INFO: Iters: 92790/150000 || Lr: 0.008400 || Task Loss: 0.1904 || KD Loss: 0.0600|| 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: 3 days, 15:15:27 || Estimated Time: 2 days, 5:47:55
2023-07-31 04:58:52,448 semantic_segmentation INFO: Iters: 92800/150000 || Lr: 0.008399 || Task Loss: 0.2728 || KD Loss: 0.0658|| 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: 3 days, 15:15:59 || Estimated Time: 2 days, 5:47:20
2023-07-31 04:58:52,523 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 04:58:53,389 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.407
2023-07-31 04:58:53,506 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.487
2023-07-31 04:58:53,608 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.501
2023-07-31 04:58:53,712 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.527
2023-07-31 04:58:53,817 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.518
2023-07-31 04:58:53,921 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.525
2023-07-31 04:58:54,025 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.558
2023-07-31 04:58:54,127 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.610
2023-07-31 04:58:54,229 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.636
2023-07-31 04:58:54,334 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.679
2023-07-31 04:58:54,437 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.693
2023-07-31 04:58:54,540 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.711
2023-07-31 04:58:54,644 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.712
2023-07-31 04:58:54,747 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.702
2023-07-31 04:58:54,852 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.708
2023-07-31 04:58:54,956 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.699
2023-07-31 04:58:55,057 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.699
2023-07-31 04:58:55,161 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.700
2023-07-31 04:58:55,266 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.707
2023-07-31 04:58:55,368 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.715
2023-07-31 04:58:55,474 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.713
2023-07-31 04:58:55,577 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.696
2023-07-31 04:58:55,680 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.694
2023-07-31 04:58:55,789 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.705
2023-07-31 04:58:55,896 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-31 04:58:56,010 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-31 04:58:56,117 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-31 04:58:56,220 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-31 04:58:56,324 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.711
2023-07-31 04:58:56,430 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.714
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2023-07-31 04:58:56,961 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.711
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2023-07-31 04:58:57,388 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.701
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2023-07-31 04:58:57,917 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.947, mIoU: 0.705
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2023-07-31 04:58:58,123 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.948, mIoU: 0.703
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2023-07-31 04:58:58,738 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.711
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2023-07-31 04:58:58,952 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-31 04:58:59,054 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.947, mIoU: 0.714
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2023-07-31 04:58:59,569 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.947, mIoU: 0.719
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2023-07-31 04:59:03,906 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.941, mIoU: 0.734
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2023-07-31 04:59:06,561 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.940, mIoU: 0.727
2023-07-31 04:59:06,669 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.940, mIoU: 0.729
2023-07-31 04:59:06,775 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.940, mIoU: 0.729
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2023-07-31 04:59:16,916 semantic_segmentation INFO: Sample: 224, Validation pixAcc: 0.945, mIoU: 0.715
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2023-07-31 04:59:28,032 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.941, mIoU: 0.695
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2023-07-31 04:59:37,863 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-31 04:59:37,968 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-31 04:59:38,074 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-31 04:59:38,182 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-31 04:59:38,287 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-31 04:59:38,392 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-31 04:59:38,502 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-31 04:59:38,608 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-31 04:59:38,713 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-31 04:59:38,819 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-31 04:59:38,924 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-31 04:59:39,033 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-31 04:59:39,138 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.948, mIoU: 0.706
2023-07-31 04:59:39,243 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.948, mIoU: 0.706
2023-07-31 04:59:39,351 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.948, mIoU: 0.706
2023-07-31 04:59:39,460 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.948, mIoU: 0.706
2023-07-31 04:59:39,569 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-31 04:59:39,679 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-31 04:59:39,787 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-31 04:59:39,895 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-31 04:59:39,999 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-31 04:59:40,102 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-31 04:59:40,207 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-31 04:59:40,311 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-31 04:59:40,417 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-31 04:59:40,524 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-31 04:59:40,629 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-31 04:59:40,732 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-31 04:59:40,835 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-31 04:59:40,938 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.949, mIoU: 0.707
2023-07-31 04:59:41,043 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.949, mIoU: 0.707
2023-07-31 04:59:41,146 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.948, mIoU: 0.707
2023-07-31 04:59:41,249 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.949, mIoU: 0.707
2023-07-31 04:59:41,353 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.949, mIoU: 0.707
2023-07-31 04:59:41,459 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-31 04:59:41,565 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-31 04:59:41,674 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-31 04:59:41,781 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-31 04:59:41,892 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.949, mIoU: 0.708
2023-07-31 04:59:41,995 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-31 04:59:42,101 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-31 04:59:42,208 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-31 04:59:42,314 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-31 04:59:42,420 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-31 04:59:42,528 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-31 04:59:42,635 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-31 04:59:42,743 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-31 04:59:42,848 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-31 04:59:42,954 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-31 04:59:43,063 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-31 04:59:43,169 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-31 04:59:43,273 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-31 04:59:43,379 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.949, mIoU: 0.709
2023-07-31 04:59:43,481 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-31 04:59:43,583 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-31 04:59:43,688 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-31 04:59:43,791 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-31 04:59:43,896 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-31 04:59:44,000 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-31 04:59:44,103 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-31 04:59:44,208 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-31 04:59:44,311 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-31 04:59:44,414 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-31 04:59:44,523 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-31 04:59:44,634 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-31 04:59:44,736 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.949, mIoU: 0.710
2023-07-31 04:59:44,844 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-31 04:59:44,956 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-31 04:59:45,061 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-31 04:59:45,164 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-31 04:59:45,272 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-31 04:59:45,381 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-31 04:59:45,486 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-31 04:59:45,593 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-31 04:59:45,701 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-31 04:59:45,810 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-31 04:59:45,917 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-31 04:59:46,026 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-31 04:59:46,134 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-31 04:59:46,240 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.950, mIoU: 0.712
2023-07-31 05:00:18,049 semantic_segmentation INFO: Iters: 92810/150000 || Lr: 0.008397 || Task Loss: 0.2362 || KD Loss: 0.0411|| 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: 3 days, 15:17:24 || Estimated Time: 2 days, 5:47:18
2023-07-31 05:00:49,440 semantic_segmentation INFO: Iters: 92820/150000 || Lr: 0.008396 || Task Loss: 0.1622 || KD Loss: 0.0347|| 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: 3 days, 15:17:56 || Estimated Time: 2 days, 5:46:43
2023-07-31 05:01:20,881 semantic_segmentation INFO: Iters: 92830/150000 || Lr: 0.008395 || Task Loss: 0.1682 || KD Loss: 0.0433|| 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: 3 days, 15:18:27 || Estimated Time: 2 days, 5:46:07
2023-07-31 05:01:52,310 semantic_segmentation INFO: Iters: 92840/150000 || Lr: 0.008393 || Task Loss: 0.2129 || KD Loss: 0.0698|| 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: 3 days, 15:18:59 || Estimated Time: 2 days, 5:45:32
2023-07-31 05:02:23,693 semantic_segmentation INFO: Iters: 92850/150000 || Lr: 0.008392 || Task Loss: 0.2056 || KD Loss: 0.0460|| 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: 3 days, 15:19:30 || Estimated Time: 2 days, 5:44:57
2023-07-31 05:02:55,045 semantic_segmentation INFO: Iters: 92860/150000 || Lr: 0.008391 || Task Loss: 0.2442 || KD Loss: 0.0555|| 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: 3 days, 15:20:01 || Estimated Time: 2 days, 5:44:21
2023-07-31 05:03:26,512 semantic_segmentation INFO: Iters: 92870/150000 || Lr: 0.008389 || Task Loss: 0.2459 || KD Loss: 0.0474|| 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: 3 days, 15:20:33 || Estimated Time: 2 days, 5:43:46
2023-07-31 05:03:57,963 semantic_segmentation INFO: Iters: 92880/150000 || Lr: 0.008388 || Task Loss: 0.1793 || KD Loss: 0.0414|| 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: 3 days, 15:21:04 || Estimated Time: 2 days, 5:43:11
2023-07-31 05:04:29,345 semantic_segmentation INFO: Iters: 92890/150000 || Lr: 0.008387 || Task Loss: 0.1691 || KD Loss: 0.0520|| 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: 3 days, 15:21:36 || Estimated Time: 2 days, 5:42:35
2023-07-31 05:05:00,799 semantic_segmentation INFO: Iters: 92900/150000 || Lr: 0.008385 || Task Loss: 0.1658 || KD Loss: 0.0560|| 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: 3 days, 15:22:07 || Estimated Time: 2 days, 5:42:00
2023-07-31 05:05:32,213 semantic_segmentation INFO: Iters: 92910/150000 || Lr: 0.008384 || Task Loss: 0.1686 || KD Loss: 0.0683|| 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: 3 days, 15:22:39 || Estimated Time: 2 days, 5:41:25
2023-07-31 05:06:03,649 semantic_segmentation INFO: Iters: 92920/150000 || Lr: 0.008383 || Task Loss: 0.1841 || KD Loss: 0.0378|| 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: 3 days, 15:23:10 || Estimated Time: 2 days, 5:40:49
2023-07-31 05:06:35,101 semantic_segmentation INFO: Iters: 92930/150000 || Lr: 0.008382 || Task Loss: 0.2125 || KD Loss: 0.0653|| 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: 3 days, 15:23:41 || Estimated Time: 2 days, 5:40:14
2023-07-31 05:07:06,509 semantic_segmentation INFO: Iters: 92940/150000 || Lr: 0.008380 || Task Loss: 0.2161 || KD Loss: 0.0529|| 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: 3 days, 15:24:13 || Estimated Time: 2 days, 5:39:39
2023-07-31 05:07:37,960 semantic_segmentation INFO: Iters: 92950/150000 || Lr: 0.008379 || Task Loss: 0.2059 || KD Loss: 0.0626|| 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: 3 days, 15:24:44 || Estimated Time: 2 days, 5:39:03
2023-07-31 05:08:09,404 semantic_segmentation INFO: Iters: 92960/150000 || Lr: 0.008378 || Task Loss: 0.2039 || KD Loss: 0.0476|| 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: 3 days, 15:25:16 || Estimated Time: 2 days, 5:38:28
2023-07-31 05:08:40,866 semantic_segmentation INFO: Iters: 92970/150000 || Lr: 0.008376 || Task Loss: 0.2034 || KD Loss: 0.0670|| 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: 3 days, 15:25:47 || Estimated Time: 2 days, 5:37:53
2023-07-31 05:09:12,291 semantic_segmentation INFO: Iters: 92980/150000 || Lr: 0.008375 || Task Loss: 0.2434 || KD Loss: 0.0674|| 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: 3 days, 15:26:19 || Estimated Time: 2 days, 5:37:17
2023-07-31 05:09:43,699 semantic_segmentation INFO: Iters: 92990/150000 || Lr: 0.008374 || Task Loss: 0.2506 || KD Loss: 0.0849|| 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: 3 days, 15:26:50 || Estimated Time: 2 days, 5:36:42
2023-07-31 05:10:15,074 semantic_segmentation INFO: Iters: 93000/150000 || Lr: 0.008372 || Task Loss: 0.1652 || KD Loss: 0.0376|| 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: 3 days, 15:27:21 || Estimated Time: 2 days, 5:36:06
2023-07-31 05:10:46,475 semantic_segmentation INFO: Iters: 93010/150000 || Lr: 0.008371 || Task Loss: 0.2262 || KD Loss: 0.0478|| 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: 3 days, 15:27:53 || Estimated Time: 2 days, 5:35:31
2023-07-31 05:11:17,923 semantic_segmentation INFO: Iters: 93020/150000 || Lr: 0.008370 || Task Loss: 0.1748 || KD Loss: 0.0458|| 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: 3 days, 15:28:24 || Estimated Time: 2 days, 5:34:56
2023-07-31 05:11:49,318 semantic_segmentation INFO: Iters: 93030/150000 || Lr: 0.008368 || Task Loss: 0.2045 || KD Loss: 0.0404|| 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: 3 days, 15:28:56 || Estimated Time: 2 days, 5:34:20
2023-07-31 05:12:20,769 semantic_segmentation INFO: Iters: 93040/150000 || Lr: 0.008367 || Task Loss: 0.2319 || KD Loss: 0.0549|| 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: 3 days, 15:29:27 || Estimated Time: 2 days, 5:33:45
2023-07-31 05:12:52,204 semantic_segmentation INFO: Iters: 93050/150000 || Lr: 0.008366 || Task Loss: 0.1748 || KD Loss: 0.0543|| 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: 3 days, 15:29:59 || Estimated Time: 2 days, 5:33:10
2023-07-31 05:13:23,638 semantic_segmentation INFO: Iters: 93060/150000 || Lr: 0.008364 || Task Loss: 0.1665 || KD Loss: 0.0441|| 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: 3 days, 15:30:30 || Estimated Time: 2 days, 5:32:34
2023-07-31 05:13:55,093 semantic_segmentation INFO: Iters: 93070/150000 || Lr: 0.008363 || Task Loss: 0.2201 || KD Loss: 0.0536|| 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: 3 days, 15:31:01 || Estimated Time: 2 days, 5:31:59
2023-07-31 05:14:26,536 semantic_segmentation INFO: Iters: 93080/150000 || Lr: 0.008362 || Task Loss: 0.1302 || KD Loss: 0.0442|| 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: 3 days, 15:31:33 || Estimated Time: 2 days, 5:31:24
2023-07-31 05:14:57,965 semantic_segmentation INFO: Iters: 93090/150000 || Lr: 0.008360 || Task Loss: 0.1913 || KD Loss: 0.0531|| 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: 3 days, 15:32:04 || Estimated Time: 2 days, 5:30:48
2023-07-31 05:15:29,389 semantic_segmentation INFO: Iters: 93100/150000 || Lr: 0.008359 || Task Loss: 0.2056 || KD Loss: 0.0753|| 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: 3 days, 15:32:36 || Estimated Time: 2 days, 5:30:13
2023-07-31 05:16:00,849 semantic_segmentation INFO: Iters: 93110/150000 || Lr: 0.008358 || Task Loss: 0.2398 || KD Loss: 0.0523|| 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: 3 days, 15:33:07 || Estimated Time: 2 days, 5:29:38
2023-07-31 05:16:32,290 semantic_segmentation INFO: Iters: 93120/150000 || Lr: 0.008356 || Task Loss: 0.1859 || KD Loss: 0.0435|| 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: 3 days, 15:33:39 || Estimated Time: 2 days, 5:29:02
2023-07-31 05:17:03,778 semantic_segmentation INFO: Iters: 93130/150000 || Lr: 0.008355 || Task Loss: 0.1504 || KD Loss: 0.0389|| 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: 3 days, 15:34:10 || Estimated Time: 2 days, 5:28:27
2023-07-31 05:17:35,129 semantic_segmentation INFO: Iters: 93140/150000 || Lr: 0.008354 || Task Loss: 0.1933 || KD Loss: 0.0528|| 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: 3 days, 15:34:41 || Estimated Time: 2 days, 5:27:52
2023-07-31 05:18:06,524 semantic_segmentation INFO: Iters: 93150/150000 || Lr: 0.008352 || Task Loss: 0.1454 || KD Loss: 0.0383|| 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: 3 days, 15:35:13 || Estimated Time: 2 days, 5:27:16
2023-07-31 05:18:37,957 semantic_segmentation INFO: Iters: 93160/150000 || Lr: 0.008351 || Task Loss: 0.1479 || KD Loss: 0.0494|| 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: 3 days, 15:35:44 || Estimated Time: 2 days, 5:26:41
2023-07-31 05:19:09,389 semantic_segmentation INFO: Iters: 93170/150000 || Lr: 0.008350 || Task Loss: 0.1399 || KD Loss: 0.0380|| 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: 3 days, 15:36:16 || Estimated Time: 2 days, 5:26:06
2023-07-31 05:19:40,722 semantic_segmentation INFO: Iters: 93180/150000 || Lr: 0.008348 || Task Loss: 0.1780 || KD Loss: 0.0441|| 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: 3 days, 15:36:47 || Estimated Time: 2 days, 5:25:30
2023-07-31 05:20:12,138 semantic_segmentation INFO: Iters: 93190/150000 || Lr: 0.008347 || Task Loss: 0.1646 || KD Loss: 0.0504|| 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: 3 days, 15:37:18 || Estimated Time: 2 days, 5:24:55
2023-07-31 05:20:43,547 semantic_segmentation INFO: Iters: 93200/150000 || Lr: 0.008346 || Task Loss: 0.2065 || KD Loss: 0.0458|| 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: 3 days, 15:37:50 || Estimated Time: 2 days, 5:24:20
2023-07-31 05:21:14,957 semantic_segmentation INFO: Iters: 93210/150000 || Lr: 0.008344 || Task Loss: 0.1665 || KD Loss: 0.0251|| 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: 3 days, 15:38:21 || Estimated Time: 2 days, 5:23:44
2023-07-31 05:21:46,400 semantic_segmentation INFO: Iters: 93220/150000 || Lr: 0.008343 || Task Loss: 0.2380 || KD Loss: 0.0396|| 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: 3 days, 15:38:53 || Estimated Time: 2 days, 5:23:09
2023-07-31 05:22:17,780 semantic_segmentation INFO: Iters: 93230/150000 || Lr: 0.008342 || Task Loss: 0.2018 || KD Loss: 0.0379|| 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: 3 days, 15:39:24 || Estimated Time: 2 days, 5:22:34
2023-07-31 05:22:49,142 semantic_segmentation INFO: Iters: 93240/150000 || Lr: 0.008341 || Task Loss: 0.1617 || KD Loss: 0.0334|| 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: 3 days, 15:39:55 || Estimated Time: 2 days, 5:21:58
2023-07-31 05:23:20,586 semantic_segmentation INFO: Iters: 93250/150000 || Lr: 0.008339 || Task Loss: 0.1355 || KD Loss: 0.0437|| 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: 3 days, 15:40:27 || Estimated Time: 2 days, 5:21:23
2023-07-31 05:23:51,962 semantic_segmentation INFO: Iters: 93260/150000 || Lr: 0.008338 || Task Loss: 0.3056 || KD Loss: 0.0646|| 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: 3 days, 15:40:58 || Estimated Time: 2 days, 5:20:48
2023-07-31 05:24:23,352 semantic_segmentation INFO: Iters: 93270/150000 || Lr: 0.008337 || Task Loss: 0.1822 || KD Loss: 0.0437|| 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: 3 days, 15:41:30 || Estimated Time: 2 days, 5:20:12
2023-07-31 05:24:54,736 semantic_segmentation INFO: Iters: 93280/150000 || Lr: 0.008335 || Task Loss: 0.1758 || KD Loss: 0.0396|| 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: 3 days, 15:42:01 || Estimated Time: 2 days, 5:19:37
2023-07-31 05:25:26,167 semantic_segmentation INFO: Iters: 93290/150000 || Lr: 0.008334 || Task Loss: 0.2383 || KD Loss: 0.0382|| 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: 3 days, 15:42:33 || Estimated Time: 2 days, 5:19:02
2023-07-31 05:25:57,532 semantic_segmentation INFO: Iters: 93300/150000 || Lr: 0.008333 || Task Loss: 0.2334 || KD Loss: 0.0514|| 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: 3 days, 15:43:04 || Estimated Time: 2 days, 5:18:26
2023-07-31 05:26:28,923 semantic_segmentation INFO: Iters: 93310/150000 || Lr: 0.008331 || Task Loss: 0.2042 || KD Loss: 0.0581|| 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: 3 days, 15:43:35 || Estimated Time: 2 days, 5:17:51
2023-07-31 05:27:00,371 semantic_segmentation INFO: Iters: 93320/150000 || Lr: 0.008330 || Task Loss: 0.1677 || KD Loss: 0.0400|| 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: 3 days, 15:44:07 || Estimated Time: 2 days, 5:17:16
2023-07-31 05:27:31,813 semantic_segmentation INFO: Iters: 93330/150000 || Lr: 0.008329 || Task Loss: 0.1442 || KD Loss: 0.0284|| 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: 3 days, 15:44:38 || Estimated Time: 2 days, 5:16:40
2023-07-31 05:28:03,252 semantic_segmentation INFO: Iters: 93340/150000 || Lr: 0.008327 || Task Loss: 0.2646 || KD Loss: 0.0651|| 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: 3 days, 15:45:10 || Estimated Time: 2 days, 5:16:05
2023-07-31 05:28:34,666 semantic_segmentation INFO: Iters: 93350/150000 || Lr: 0.008326 || Task Loss: 0.2080 || KD Loss: 0.0455|| 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: 3 days, 15:45:41 || Estimated Time: 2 days, 5:15:30
2023-07-31 05:29:06,054 semantic_segmentation INFO: Iters: 93360/150000 || Lr: 0.008325 || Task Loss: 0.2855 || KD Loss: 0.0607|| 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: 3 days, 15:46:12 || Estimated Time: 2 days, 5:14:54
2023-07-31 05:29:37,488 semantic_segmentation INFO: Iters: 93370/150000 || Lr: 0.008323 || Task Loss: 0.1479 || KD Loss: 0.0482|| 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: 3 days, 15:46:44 || Estimated Time: 2 days, 5:14:19
2023-07-31 05:30:08,912 semantic_segmentation INFO: Iters: 93380/150000 || Lr: 0.008322 || Task Loss: 0.1982 || KD Loss: 0.0435|| 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: 3 days, 15:47:15 || Estimated Time: 2 days, 5:13:44
2023-07-31 05:30:40,371 semantic_segmentation INFO: Iters: 93390/150000 || Lr: 0.008321 || Task Loss: 0.1703 || KD Loss: 0.0485|| 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: 3 days, 15:47:47 || Estimated Time: 2 days, 5:13:09
2023-07-31 05:31:11,807 semantic_segmentation INFO: Iters: 93400/150000 || Lr: 0.008319 || Task Loss: 0.1617 || KD Loss: 0.0279|| 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: 3 days, 15:48:18 || Estimated Time: 2 days, 5:12:33
2023-07-31 05:31:43,288 semantic_segmentation INFO: Iters: 93410/150000 || Lr: 0.008318 || Task Loss: 0.1276 || KD Loss: 0.0383|| 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: 3 days, 15:48:50 || Estimated Time: 2 days, 5:11:58
2023-07-31 05:32:14,752 semantic_segmentation INFO: Iters: 93420/150000 || Lr: 0.008317 || Task Loss: 0.1786 || KD Loss: 0.0441|| 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: 3 days, 15:49:21 || Estimated Time: 2 days, 5:11:23
2023-07-31 05:32:46,164 semantic_segmentation INFO: Iters: 93430/150000 || Lr: 0.008315 || Task Loss: 0.1670 || KD Loss: 0.0499|| 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: 3 days, 15:49:53 || Estimated Time: 2 days, 5:10:47
2023-07-31 05:33:17,613 semantic_segmentation INFO: Iters: 93440/150000 || Lr: 0.008314 || Task Loss: 0.2727 || KD Loss: 0.0569|| 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 days, 15:50:24 || Estimated Time: 2 days, 5:10:12
2023-07-31 05:33:49,038 semantic_segmentation INFO: Iters: 93450/150000 || Lr: 0.008313 || Task Loss: 0.2350 || KD Loss: 0.0413|| 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: 3 days, 15:50:55 || Estimated Time: 2 days, 5:09:37
2023-07-31 05:34:20,417 semantic_segmentation INFO: Iters: 93460/150000 || Lr: 0.008311 || Task Loss: 0.1978 || KD Loss: 0.0655|| 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: 3 days, 15:51:27 || Estimated Time: 2 days, 5:09:01
2023-07-31 05:34:51,846 semantic_segmentation INFO: Iters: 93470/150000 || Lr: 0.008310 || Task Loss: 0.1808 || KD Loss: 0.0553|| 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: 3 days, 15:51:58 || Estimated Time: 2 days, 5:08:26
2023-07-31 05:35:23,206 semantic_segmentation INFO: Iters: 93480/150000 || Lr: 0.008309 || Task Loss: 0.1187 || KD Loss: 0.0263|| 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: 3 days, 15:52:30 || Estimated Time: 2 days, 5:07:51
2023-07-31 05:35:54,654 semantic_segmentation INFO: Iters: 93490/150000 || Lr: 0.008307 || Task Loss: 0.1431 || KD Loss: 0.0344|| 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: 3 days, 15:53:01 || Estimated Time: 2 days, 5:07:16
2023-07-31 05:36:26,071 semantic_segmentation INFO: Iters: 93500/150000 || Lr: 0.008306 || Task Loss: 0.1731 || KD Loss: 0.0404|| 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: 3 days, 15:53:32 || Estimated Time: 2 days, 5:06:40
2023-07-31 05:36:57,495 semantic_segmentation INFO: Iters: 93510/150000 || Lr: 0.008305 || Task Loss: 0.2080 || KD Loss: 0.0464|| 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: 3 days, 15:54:04 || Estimated Time: 2 days, 5:06:05
2023-07-31 05:37:28,924 semantic_segmentation INFO: Iters: 93520/150000 || Lr: 0.008303 || Task Loss: 0.1443 || KD Loss: 0.0302|| 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: 3 days, 15:54:35 || Estimated Time: 2 days, 5:05:30
2023-07-31 05:38:00,335 semantic_segmentation INFO: Iters: 93530/150000 || Lr: 0.008302 || Task Loss: 0.2423 || KD Loss: 0.0545|| 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: 3 days, 15:55:07 || Estimated Time: 2 days, 5:04:54
2023-07-31 05:38:31,694 semantic_segmentation INFO: Iters: 93540/150000 || Lr: 0.008301 || Task Loss: 0.1724 || KD Loss: 0.0519|| 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: 3 days, 15:55:38 || Estimated Time: 2 days, 5:04:19
2023-07-31 05:39:03,118 semantic_segmentation INFO: Iters: 93550/150000 || Lr: 0.008300 || Task Loss: 0.1985 || KD Loss: 0.0370|| 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: 3 days, 15:56:09 || Estimated Time: 2 days, 5:03:44
2023-07-31 05:39:34,489 semantic_segmentation INFO: Iters: 93560/150000 || Lr: 0.008298 || Task Loss: 0.1685 || KD Loss: 0.0387|| 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: 3 days, 15:56:41 || Estimated Time: 2 days, 5:03:08
2023-07-31 05:40:05,885 semantic_segmentation INFO: Iters: 93570/150000 || Lr: 0.008297 || Task Loss: 0.1934 || KD Loss: 0.0527|| 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: 3 days, 15:57:12 || Estimated Time: 2 days, 5:02:33
2023-07-31 05:40:37,224 semantic_segmentation INFO: Iters: 93580/150000 || Lr: 0.008296 || Task Loss: 0.2462 || KD Loss: 0.0538|| 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: 3 days, 15:57:44 || Estimated Time: 2 days, 5:01:58
2023-07-31 05:41:08,673 semantic_segmentation INFO: Iters: 93590/150000 || Lr: 0.008294 || Task Loss: 0.2330 || KD Loss: 0.0583|| 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: 3 days, 15:58:15 || Estimated Time: 2 days, 5:01:22
2023-07-31 05:41:40,044 semantic_segmentation INFO: Iters: 93600/150000 || Lr: 0.008293 || Task Loss: 0.1811 || KD Loss: 0.0429|| 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: 3 days, 15:58:46 || Estimated Time: 2 days, 5:00:47
2023-07-31 05:41:40,113 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 05:41:40,914 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.410
2023-07-31 05:41:41,036 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.503
2023-07-31 05:41:41,140 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.513
2023-07-31 05:41:41,245 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.538
2023-07-31 05:41:41,350 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.539
2023-07-31 05:41:41,455 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.542
2023-07-31 05:41:41,557 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.586
2023-07-31 05:41:41,659 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.634
2023-07-31 05:41:41,762 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.635
2023-07-31 05:41:41,865 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.669
2023-07-31 05:41:41,972 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.680
2023-07-31 05:41:42,075 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.708
2023-07-31 05:41:42,178 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.706
2023-07-31 05:41:42,281 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.702
2023-07-31 05:41:42,386 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.703
2023-07-31 05:41:42,488 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.955, mIoU: 0.691
2023-07-31 05:41:42,590 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.693
2023-07-31 05:41:42,692 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.693
2023-07-31 05:41:42,795 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.700
2023-07-31 05:41:42,898 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.706
2023-07-31 05:41:43,000 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.706
2023-07-31 05:41:43,103 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.665
2023-07-31 05:41:43,207 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.664
2023-07-31 05:41:43,311 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.673
2023-07-31 05:41:43,416 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-31 05:41:43,518 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.689
2023-07-31 05:41:43,622 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-31 05:41:43,725 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.673
2023-07-31 05:41:43,828 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.683
2023-07-31 05:41:43,934 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.690
2023-07-31 05:41:44,036 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.946, mIoU: 0.689
2023-07-31 05:41:44,138 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.945, mIoU: 0.686
2023-07-31 05:41:44,243 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-31 05:41:44,347 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-31 05:41:44,452 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.687
2023-07-31 05:41:44,557 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.686
2023-07-31 05:41:44,660 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-31 05:41:44,768 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.945, mIoU: 0.683
2023-07-31 05:41:44,874 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.676
2023-07-31 05:41:44,986 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-31 05:41:45,091 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.946, mIoU: 0.676
2023-07-31 05:41:45,195 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.946, mIoU: 0.676
2023-07-31 05:41:45,301 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.946, mIoU: 0.676
2023-07-31 05:41:45,409 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.947, mIoU: 0.678
2023-07-31 05:41:45,513 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.947, mIoU: 0.677
2023-07-31 05:41:45,617 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.947, mIoU: 0.677
2023-07-31 05:41:45,722 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.677
2023-07-31 05:41:45,825 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.948, mIoU: 0.676
2023-07-31 05:41:45,933 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.949, mIoU: 0.679
2023-07-31 05:41:46,040 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.949, mIoU: 0.681
2023-07-31 05:41:46,146 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.949, mIoU: 0.681
2023-07-31 05:41:46,254 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.948, mIoU: 0.682
2023-07-31 05:41:46,362 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.948, mIoU: 0.684
2023-07-31 05:41:46,468 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.687
2023-07-31 05:41:46,576 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.947, mIoU: 0.687
2023-07-31 05:41:46,681 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-31 05:41:46,784 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-31 05:41:46,889 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.947, mIoU: 0.697
2023-07-31 05:41:46,996 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.948, mIoU: 0.701
2023-07-31 05:41:47,097 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.947, mIoU: 0.700
2023-07-31 05:41:47,202 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.947, mIoU: 0.703
2023-07-31 05:41:47,305 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.947, mIoU: 0.704
2023-07-31 05:41:47,408 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.947, mIoU: 0.703
2023-07-31 05:41:47,510 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-31 05:41:47,612 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.947, mIoU: 0.708
2023-07-31 05:41:47,715 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-31 05:41:47,819 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-31 05:41:47,923 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.947, mIoU: 0.708
2023-07-31 05:41:48,030 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-31 05:41:48,136 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-31 05:41:48,245 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-31 05:41:48,350 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-31 05:41:48,455 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.947, mIoU: 0.705
2023-07-31 05:41:48,560 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.947, mIoU: 0.705
2023-07-31 05:41:48,667 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-31 05:41:48,773 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-31 05:41:48,881 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-31 05:41:48,985 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-31 05:41:49,091 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-31 05:41:49,196 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.947, mIoU: 0.707
2023-07-31 05:41:49,302 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.947, mIoU: 0.708
2023-07-31 05:41:49,408 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.947, mIoU: 0.709
2023-07-31 05:41:49,515 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.947, mIoU: 0.708
2023-07-31 05:41:49,619 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-31 05:41:49,727 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.944, mIoU: 0.701
2023-07-31 05:41:49,835 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.944, mIoU: 0.702
2023-07-31 05:41:49,944 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.944, mIoU: 0.702
2023-07-31 05:41:50,055 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.944, mIoU: 0.702
2023-07-31 05:41:50,162 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.945, mIoU: 0.702
2023-07-31 05:41:50,266 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.945, mIoU: 0.701
2023-07-31 05:41:50,368 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.945, mIoU: 0.702
2023-07-31 05:41:50,472 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.945, mIoU: 0.721
2023-07-31 05:41:50,576 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.945, mIoU: 0.721
2023-07-31 05:41:50,678 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.945, mIoU: 0.721
2023-07-31 05:41:50,781 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.946, mIoU: 0.722
2023-07-31 05:41:50,883 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.946, mIoU: 0.722
2023-07-31 05:41:50,986 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.946, mIoU: 0.723
2023-07-31 05:41:51,094 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.946, mIoU: 0.723
2023-07-31 05:41:51,199 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.945, mIoU: 0.722
2023-07-31 05:41:51,301 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.945, mIoU: 0.722
2023-07-31 05:41:51,403 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.944, mIoU: 0.722
2023-07-31 05:41:51,507 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.944, mIoU: 0.720
2023-07-31 05:41:51,609 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.944, mIoU: 0.720
2023-07-31 05:41:51,712 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.944, mIoU: 0.720
2023-07-31 05:41:51,815 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.944, mIoU: 0.720
2023-07-31 05:41:51,919 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.944, mIoU: 0.720
2023-07-31 05:41:52,021 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.945, mIoU: 0.720
2023-07-31 05:41:52,124 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.945, mIoU: 0.721
2023-07-31 05:41:52,228 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.945, mIoU: 0.721
2023-07-31 05:41:52,330 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.945, mIoU: 0.722
2023-07-31 05:41:52,433 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.945, mIoU: 0.722
2023-07-31 05:41:52,536 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.945, mIoU: 0.722
2023-07-31 05:41:52,640 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.945, mIoU: 0.721
2023-07-31 05:41:52,743 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.945, mIoU: 0.721
2023-07-31 05:41:52,851 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.945, mIoU: 0.721
2023-07-31 05:41:52,958 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.945, mIoU: 0.720
2023-07-31 05:41:53,067 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.945, mIoU: 0.716
2023-07-31 05:41:53,178 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.945, mIoU: 0.716
2023-07-31 05:41:53,284 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.945, mIoU: 0.717
2023-07-31 05:41:53,388 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.945, mIoU: 0.717
2023-07-31 05:41:53,495 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.945, mIoU: 0.717
2023-07-31 05:41:53,603 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.945, mIoU: 0.716
2023-07-31 05:41:53,710 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.945, mIoU: 0.716
2023-07-31 05:41:53,815 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.945, mIoU: 0.719
2023-07-31 05:41:53,922 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.945, mIoU: 0.720
2023-07-31 05:41:54,030 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.944, mIoU: 0.720
2023-07-31 05:41:54,144 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.944, mIoU: 0.722
2023-07-31 05:41:54,255 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.945, mIoU: 0.722
2023-07-31 05:41:54,361 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.945, mIoU: 0.721
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2023-07-31 05:42:15,069 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-31 05:42:15,173 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-31 05:42:15,279 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.944, mIoU: 0.704
2023-07-31 05:42:15,388 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.944, mIoU: 0.705
2023-07-31 05:42:15,502 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.944, mIoU: 0.705
2023-07-31 05:42:15,607 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.945, mIoU: 0.705
2023-07-31 05:42:15,713 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.945, mIoU: 0.705
2023-07-31 05:42:15,820 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.945, mIoU: 0.705
2023-07-31 05:42:15,926 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.945, mIoU: 0.705
2023-07-31 05:42:16,032 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-31 05:42:16,139 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-31 05:42:16,248 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-31 05:42:16,356 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-31 05:42:16,465 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-31 05:42:16,571 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-31 05:42:16,678 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-31 05:42:16,788 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.945, mIoU: 0.706
2023-07-31 05:42:16,895 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-31 05:42:17,000 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-31 05:42:17,103 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.945, mIoU: 0.707
2023-07-31 05:42:17,208 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-31 05:42:17,310 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-31 05:42:17,416 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-31 05:42:17,521 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-31 05:42:17,624 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-31 05:42:17,728 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-31 05:42:17,833 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-31 05:42:17,938 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-31 05:42:18,043 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-31 05:42:18,150 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-31 05:42:18,260 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-31 05:42:18,371 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-31 05:42:18,479 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-31 05:42:18,583 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-31 05:42:18,690 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.946, mIoU: 0.708
2023-07-31 05:42:18,800 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.947, mIoU: 0.709
2023-07-31 05:42:18,908 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.946, mIoU: 0.709
2023-07-31 05:42:19,014 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.947, mIoU: 0.709
2023-07-31 05:42:19,121 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.947, mIoU: 0.709
2023-07-31 05:42:19,230 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.947, mIoU: 0.709
2023-07-31 05:42:19,341 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.947, mIoU: 0.709
2023-07-31 05:42:19,450 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-31 05:42:19,557 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-31 05:42:19,664 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-31 05:42:19,769 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-31 05:42:19,874 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-31 05:42:19,979 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-31 05:42:20,083 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-31 05:42:20,185 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-31 05:42:20,291 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-31 05:42:20,394 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-31 05:42:20,502 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-31 05:42:20,607 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.948, mIoU: 0.711
2023-07-31 05:42:20,715 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-31 05:42:20,829 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-31 05:42:20,935 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-31 05:42:21,040 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-31 05:42:21,147 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-31 05:42:21,256 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-31 05:42:21,361 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-31 05:42:21,466 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-31 05:42:21,579 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.948, mIoU: 0.714
2023-07-31 05:42:21,687 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-31 05:42:21,792 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-31 05:42:21,898 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.948, mIoU: 0.713
2023-07-31 05:42:22,003 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.948, mIoU: 0.714
2023-07-31 05:42:22,108 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.948, mIoU: 0.714
2023-07-31 05:42:22,211 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.948, mIoU: 0.714
2023-07-31 05:42:22,315 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.948, mIoU: 0.714
2023-07-31 05:42:22,419 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.949, mIoU: 0.714
2023-07-31 05:42:22,526 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-31 05:42:22,630 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-31 05:42:22,735 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-31 05:42:22,840 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-31 05:42:22,945 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-31 05:42:23,049 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-31 05:42:23,151 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-31 05:42:23,256 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-31 05:42:23,362 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-31 05:42:23,467 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-31 05:42:23,576 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-31 05:42:23,681 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-31 05:42:23,793 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-31 05:42:23,908 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-31 05:42:24,014 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.950, mIoU: 0.715
2023-07-31 05:42:24,119 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-31 05:42:24,226 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-31 05:42:24,334 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-31 05:42:24,441 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-31 05:42:24,550 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-31 05:42:24,658 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-31 05:42:24,765 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-31 05:42:24,871 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-31 05:42:24,976 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-31 05:42:25,078 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-31 05:42:25,182 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-31 05:42:25,288 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-31 05:42:25,392 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-31 05:42:25,497 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-31 05:42:25,606 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-31 05:42:25,710 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-31 05:42:25,813 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-31 05:42:25,917 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-31 05:42:26,021 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-31 05:42:26,126 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-31 05:42:26,230 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.950, mIoU: 0.717
2023-07-31 05:42:26,334 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-31 05:42:26,441 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-31 05:42:26,547 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-31 05:42:26,659 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-31 05:42:26,769 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-31 05:42:26,875 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-31 05:42:26,981 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-31 05:42:27,088 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-31 05:42:27,196 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-31 05:42:27,305 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-31 05:42:27,412 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-31 05:42:27,518 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-31 05:42:27,628 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-31 05:42:27,738 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.951, mIoU: 0.718
2023-07-31 05:42:27,848 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.951, mIoU: 0.718
2023-07-31 05:42:27,955 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.951, mIoU: 0.718
2023-07-31 05:42:28,061 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.951, mIoU: 0.718
2023-07-31 05:42:28,164 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.951, mIoU: 0.718
2023-07-31 05:42:28,268 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.952, mIoU: 0.718
2023-07-31 05:42:28,373 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.952, mIoU: 0.718
2023-07-31 05:42:28,478 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.952, mIoU: 0.718
2023-07-31 05:42:28,583 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.952, mIoU: 0.718
2023-07-31 05:42:28,690 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.952, mIoU: 0.718
2023-07-31 05:42:28,795 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.952, mIoU: 0.718
2023-07-31 05:42:28,905 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.952, mIoU: 0.719
2023-07-31 05:42:29,019 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.952, mIoU: 0.719
2023-07-31 05:42:29,123 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.952, mIoU: 0.719
2023-07-31 05:42:29,228 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.952, mIoU: 0.719
2023-07-31 05:42:29,337 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.952, mIoU: 0.719
2023-07-31 05:42:29,441 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.952, mIoU: 0.720
2023-07-31 05:42:29,547 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.952, mIoU: 0.720
2023-07-31 05:42:29,654 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.952, mIoU: 0.720
2023-07-31 05:42:29,765 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.952, mIoU: 0.720
2023-07-31 05:42:29,873 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.952, mIoU: 0.721
2023-07-31 05:42:29,981 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.952, mIoU: 0.720
2023-07-31 05:42:30,091 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.952, mIoU: 0.721
2023-07-31 05:42:30,201 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.952, mIoU: 0.721
2023-07-31 05:42:30,311 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.952, mIoU: 0.721
2023-07-31 05:42:30,418 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.952, mIoU: 0.721
2023-07-31 05:42:30,523 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.952, mIoU: 0.721
2023-07-31 05:42:30,625 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.952, mIoU: 0.721
2023-07-31 05:42:30,729 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.952, mIoU: 0.720
2023-07-31 05:42:30,832 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.952, mIoU: 0.720
2023-07-31 05:42:30,935 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.952, mIoU: 0.721
2023-07-31 05:42:31,036 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.952, mIoU: 0.721
2023-07-31 05:42:31,142 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.952, mIoU: 0.721
2023-07-31 05:42:31,248 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.952, mIoU: 0.721
2023-07-31 05:42:31,355 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.952, mIoU: 0.721
2023-07-31 05:42:31,461 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.953, mIoU: 0.721
2023-07-31 05:42:31,569 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.953, mIoU: 0.721
2023-07-31 05:42:31,685 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.953, mIoU: 0.721
2023-07-31 05:42:31,792 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.953, mIoU: 0.721
2023-07-31 05:42:31,897 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.953, mIoU: 0.721
2023-07-31 05:42:32,002 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.953, mIoU: 0.721
2023-07-31 05:42:32,107 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.953, mIoU: 0.721
2023-07-31 05:42:32,213 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.953, mIoU: 0.721
2023-07-31 05:42:32,321 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.953, mIoU: 0.721
2023-07-31 05:42:32,428 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.953, mIoU: 0.721
2023-07-31 05:42:32,535 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.953, mIoU: 0.721
2023-07-31 05:42:32,643 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.953, mIoU: 0.721
2023-07-31 05:42:32,754 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.953, mIoU: 0.722
2023-07-31 05:42:32,860 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.953, mIoU: 0.722
2023-07-31 05:42:32,967 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.953, mIoU: 0.722
2023-07-31 05:42:33,070 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.953, mIoU: 0.722
2023-07-31 05:42:33,173 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.953, mIoU: 0.722
2023-07-31 05:42:33,277 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.953, mIoU: 0.722
2023-07-31 05:42:33,380 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.953, mIoU: 0.722
2023-07-31 05:42:33,482 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.953, mIoU: 0.722
2023-07-31 05:42:33,585 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.953, mIoU: 0.722
2023-07-31 05:42:33,687 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.953, mIoU: 0.722
2023-07-31 05:43:05,438 semantic_segmentation INFO: Iters: 93610/150000 || Lr: 0.008292 || Task Loss: 0.2108 || KD Loss: 0.0484|| 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: 3 days, 16:00:12 || Estimated Time: 2 days, 5:00:44
2023-07-31 05:43:36,831 semantic_segmentation INFO: Iters: 93620/150000 || Lr: 0.008290 || Task Loss: 0.2823 || KD Loss: 0.0513|| 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: 3 days, 16:00:43 || Estimated Time: 2 days, 5:00:09
2023-07-31 05:44:08,164 semantic_segmentation INFO: Iters: 93630/150000 || Lr: 0.008289 || Task Loss: 0.1737 || KD Loss: 0.0389|| 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: 3 days, 16:01:15 || Estimated Time: 2 days, 4:59:34
2023-07-31 05:44:39,497 semantic_segmentation INFO: Iters: 93640/150000 || Lr: 0.008288 || Task Loss: 0.2060 || KD Loss: 0.0573|| 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: 3 days, 16:01:46 || Estimated Time: 2 days, 4:58:58
2023-07-31 05:45:10,890 semantic_segmentation INFO: Iters: 93650/150000 || Lr: 0.008286 || Task Loss: 0.2496 || KD Loss: 0.0491|| 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: 3 days, 16:02:17 || Estimated Time: 2 days, 4:58:23
2023-07-31 05:45:42,323 semantic_segmentation INFO: Iters: 93660/150000 || Lr: 0.008285 || Task Loss: 0.2041 || KD Loss: 0.0471|| 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: 3 days, 16:02:49 || Estimated Time: 2 days, 4:57:48
2023-07-31 05:46:13,714 semantic_segmentation INFO: Iters: 93670/150000 || Lr: 0.008284 || Task Loss: 0.1532 || KD Loss: 0.0277|| 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: 3 days, 16:03:20 || Estimated Time: 2 days, 4:57:12
2023-07-31 05:46:45,152 semantic_segmentation INFO: Iters: 93680/150000 || Lr: 0.008282 || Task Loss: 0.1567 || KD Loss: 0.0374|| 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: 3 days, 16:03:52 || Estimated Time: 2 days, 4:56:37
2023-07-31 05:47:16,497 semantic_segmentation INFO: Iters: 93690/150000 || Lr: 0.008281 || Task Loss: 0.2134 || KD Loss: 0.0463|| 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: 3 days, 16:04:23 || Estimated Time: 2 days, 4:56:02
2023-07-31 05:47:47,887 semantic_segmentation INFO: Iters: 93700/150000 || Lr: 0.008280 || Task Loss: 0.2301 || KD Loss: 0.0938|| 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: 3 days, 16:04:54 || Estimated Time: 2 days, 4:55:26
2023-07-31 05:48:19,286 semantic_segmentation INFO: Iters: 93710/150000 || Lr: 0.008278 || Task Loss: 0.2705 || KD Loss: 0.0687|| 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: 3 days, 16:05:26 || Estimated Time: 2 days, 4:54:51
2023-07-31 05:48:50,679 semantic_segmentation INFO: Iters: 93720/150000 || Lr: 0.008277 || Task Loss: 0.1544 || KD Loss: 0.0460|| 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: 3 days, 16:05:57 || Estimated Time: 2 days, 4:54:16
2023-07-31 05:49:22,144 semantic_segmentation INFO: Iters: 93730/150000 || Lr: 0.008276 || Task Loss: 0.1638 || KD Loss: 0.0413|| 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: 3 days, 16:06:28 || Estimated Time: 2 days, 4:53:41
2023-07-31 05:49:53,554 semantic_segmentation INFO: Iters: 93740/150000 || Lr: 0.008274 || Task Loss: 0.1755 || KD Loss: 0.0378|| 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: 3 days, 16:07:00 || Estimated Time: 2 days, 4:53:05
2023-07-31 05:50:24,926 semantic_segmentation INFO: Iters: 93750/150000 || Lr: 0.008273 || Task Loss: 0.1369 || KD Loss: 0.0339|| 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: 3 days, 16:07:31 || Estimated Time: 2 days, 4:52:30
2023-07-31 05:50:56,347 semantic_segmentation INFO: Iters: 93760/150000 || Lr: 0.008272 || Task Loss: 0.2583 || KD Loss: 0.0597|| 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 days, 16:08:03 || Estimated Time: 2 days, 4:51:55
2023-07-31 05:51:27,760 semantic_segmentation INFO: Iters: 93770/150000 || Lr: 0.008270 || Task Loss: 0.2522 || KD Loss: 0.0726|| 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: 3 days, 16:08:34 || Estimated Time: 2 days, 4:51:19
2023-07-31 05:51:59,154 semantic_segmentation INFO: Iters: 93780/150000 || Lr: 0.008269 || Task Loss: 0.1653 || KD Loss: 0.0374|| 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: 3 days, 16:09:06 || Estimated Time: 2 days, 4:50:44
2023-07-31 05:52:30,554 semantic_segmentation INFO: Iters: 93790/150000 || Lr: 0.008268 || Task Loss: 0.2476 || KD Loss: 0.0612|| 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: 3 days, 16:09:37 || Estimated Time: 2 days, 4:50:09
2023-07-31 05:53:02,007 semantic_segmentation INFO: Iters: 93800/150000 || Lr: 0.008266 || Task Loss: 0.1710 || KD Loss: 0.0363|| 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: 3 days, 16:10:08 || Estimated Time: 2 days, 4:49:33
2023-07-31 05:53:33,382 semantic_segmentation INFO: Iters: 93810/150000 || Lr: 0.008265 || Task Loss: 0.1816 || KD Loss: 0.0545|| 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: 3 days, 16:10:40 || Estimated Time: 2 days, 4:48:58
2023-07-31 05:54:04,785 semantic_segmentation INFO: Iters: 93820/150000 || Lr: 0.008264 || Task Loss: 0.1597 || KD Loss: 0.0495|| 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: 3 days, 16:11:11 || Estimated Time: 2 days, 4:48:23
2023-07-31 05:54:36,203 semantic_segmentation INFO: Iters: 93830/150000 || Lr: 0.008262 || Task Loss: 0.1507 || KD Loss: 0.0305|| 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: 3 days, 16:11:43 || Estimated Time: 2 days, 4:47:48
2023-07-31 05:55:07,615 semantic_segmentation INFO: Iters: 93840/150000 || Lr: 0.008261 || Task Loss: 0.1614 || KD Loss: 0.0357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 16:12:14 || Estimated Time: 2 days, 4:47:12
2023-07-31 05:55:39,003 semantic_segmentation INFO: Iters: 93850/150000 || Lr: 0.008260 || Task Loss: 0.1825 || KD Loss: 0.0291|| 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: 3 days, 16:12:45 || Estimated Time: 2 days, 4:46:37
2023-07-31 05:56:10,467 semantic_segmentation INFO: Iters: 93860/150000 || Lr: 0.008258 || Task Loss: 0.2544 || KD Loss: 0.0762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 16:13:17 || Estimated Time: 2 days, 4:46:02
2023-07-31 05:56:41,840 semantic_segmentation INFO: Iters: 93870/150000 || Lr: 0.008257 || Task Loss: 0.1934 || KD Loss: 0.0423|| 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: 3 days, 16:13:48 || Estimated Time: 2 days, 4:45:26
2023-07-31 05:57:13,292 semantic_segmentation INFO: Iters: 93880/150000 || Lr: 0.008256 || Task Loss: 0.2069 || KD Loss: 0.0513|| 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: 3 days, 16:14:20 || Estimated Time: 2 days, 4:44:51
2023-07-31 05:57:44,705 semantic_segmentation INFO: Iters: 93890/150000 || Lr: 0.008255 || Task Loss: 0.2088 || KD Loss: 0.0428|| 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: 3 days, 16:14:51 || Estimated Time: 2 days, 4:44:16
2023-07-31 05:58:16,147 semantic_segmentation INFO: Iters: 93900/150000 || Lr: 0.008253 || Task Loss: 0.1831 || KD Loss: 0.0387|| 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: 3 days, 16:15:23 || Estimated Time: 2 days, 4:43:41
2023-07-31 05:58:47,511 semantic_segmentation INFO: Iters: 93910/150000 || Lr: 0.008252 || Task Loss: 0.2108 || KD Loss: 0.0403|| 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: 3 days, 16:15:54 || Estimated Time: 2 days, 4:43:05
2023-07-31 05:59:18,916 semantic_segmentation INFO: Iters: 93920/150000 || Lr: 0.008251 || Task Loss: 0.1823 || KD Loss: 0.0350|| 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: 3 days, 16:16:25 || Estimated Time: 2 days, 4:42:30
2023-07-31 05:59:50,334 semantic_segmentation INFO: Iters: 93930/150000 || Lr: 0.008249 || Task Loss: 0.1690 || KD Loss: 0.0395|| 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: 3 days, 16:16:57 || Estimated Time: 2 days, 4:41:55
2023-07-31 06:00:21,720 semantic_segmentation INFO: Iters: 93940/150000 || Lr: 0.008248 || Task Loss: 0.1438 || KD Loss: 0.0382|| 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: 3 days, 16:17:28 || Estimated Time: 2 days, 4:41:19
2023-07-31 06:00:53,058 semantic_segmentation INFO: Iters: 93950/150000 || Lr: 0.008247 || Task Loss: 0.1580 || KD Loss: 0.0417|| 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: 3 days, 16:17:59 || Estimated Time: 2 days, 4:40:44
2023-07-31 06:01:24,505 semantic_segmentation INFO: Iters: 93960/150000 || Lr: 0.008245 || Task Loss: 0.2357 || KD Loss: 0.0556|| 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: 3 days, 16:18:31 || Estimated Time: 2 days, 4:40:09
2023-07-31 06:01:55,860 semantic_segmentation INFO: Iters: 93970/150000 || Lr: 0.008244 || Task Loss: 0.1430 || KD Loss: 0.0452|| 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: 3 days, 16:19:02 || Estimated Time: 2 days, 4:39:33
2023-07-31 06:02:27,247 semantic_segmentation INFO: Iters: 93980/150000 || Lr: 0.008243 || Task Loss: 0.1297 || KD Loss: 0.0326|| 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: 3 days, 16:19:34 || Estimated Time: 2 days, 4:38:58
2023-07-31 06:02:58,665 semantic_segmentation INFO: Iters: 93990/150000 || Lr: 0.008241 || Task Loss: 0.2169 || KD Loss: 0.0398|| 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: 3 days, 16:20:05 || Estimated Time: 2 days, 4:38:23
2023-07-31 06:03:30,098 semantic_segmentation INFO: Iters: 94000/150000 || Lr: 0.008240 || Task Loss: 0.1701 || KD Loss: 0.0432|| 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: 3 days, 16:20:36 || Estimated Time: 2 days, 4:37:48
2023-07-31 06:04:01,456 semantic_segmentation INFO: Iters: 94010/150000 || Lr: 0.008239 || Task Loss: 0.1647 || KD Loss: 0.0795|| 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: 3 days, 16:21:08 || Estimated Time: 2 days, 4:37:12
2023-07-31 06:04:32,892 semantic_segmentation INFO: Iters: 94020/150000 || Lr: 0.008237 || Task Loss: 0.1761 || KD Loss: 0.0471|| 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: 3 days, 16:21:39 || Estimated Time: 2 days, 4:36:37
2023-07-31 06:05:04,244 semantic_segmentation INFO: Iters: 94030/150000 || Lr: 0.008236 || Task Loss: 0.1761 || KD Loss: 0.0328|| 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: 3 days, 16:22:11 || Estimated Time: 2 days, 4:36:02
2023-07-31 06:05:35,667 semantic_segmentation INFO: Iters: 94040/150000 || Lr: 0.008235 || Task Loss: 0.1692 || KD Loss: 0.0699|| 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: 3 days, 16:22:42 || Estimated Time: 2 days, 4:35:27
2023-07-31 06:06:07,051 semantic_segmentation INFO: Iters: 94050/150000 || Lr: 0.008233 || Task Loss: 0.1760 || KD Loss: 0.0445|| 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: 3 days, 16:23:13 || Estimated Time: 2 days, 4:34:51
2023-07-31 06:06:38,442 semantic_segmentation INFO: Iters: 94060/150000 || Lr: 0.008232 || Task Loss: 0.1761 || KD Loss: 0.0372|| 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: 3 days, 16:23:45 || Estimated Time: 2 days, 4:34:16
2023-07-31 06:07:09,861 semantic_segmentation INFO: Iters: 94070/150000 || Lr: 0.008231 || Task Loss: 0.1852 || KD Loss: 0.0385|| 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: 3 days, 16:24:16 || Estimated Time: 2 days, 4:33:41
2023-07-31 06:07:41,229 semantic_segmentation INFO: Iters: 94080/150000 || Lr: 0.008229 || Task Loss: 0.1494 || KD Loss: 0.0385|| 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: 3 days, 16:24:48 || Estimated Time: 2 days, 4:33:05
2023-07-31 06:08:12,648 semantic_segmentation INFO: Iters: 94090/150000 || Lr: 0.008228 || Task Loss: 0.1312 || KD Loss: 0.0326|| 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: 3 days, 16:25:19 || Estimated Time: 2 days, 4:32:30
2023-07-31 06:08:44,040 semantic_segmentation INFO: Iters: 94100/150000 || Lr: 0.008227 || Task Loss: 0.2187 || KD Loss: 0.0540|| 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: 3 days, 16:25:50 || Estimated Time: 2 days, 4:31:55
2023-07-31 06:09:15,409 semantic_segmentation INFO: Iters: 94110/150000 || Lr: 0.008225 || Task Loss: 0.1150 || KD Loss: 0.0255|| 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: 3 days, 16:26:22 || Estimated Time: 2 days, 4:31:20
2023-07-31 06:09:46,849 semantic_segmentation INFO: Iters: 94120/150000 || Lr: 0.008224 || Task Loss: 0.1339 || KD Loss: 0.0324|| 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: 3 days, 16:26:53 || Estimated Time: 2 days, 4:30:44
2023-07-31 06:10:18,232 semantic_segmentation INFO: Iters: 94130/150000 || Lr: 0.008223 || Task Loss: 0.1770 || KD Loss: 0.0359|| 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: 3 days, 16:27:25 || Estimated Time: 2 days, 4:30:09
2023-07-31 06:10:49,619 semantic_segmentation INFO: Iters: 94140/150000 || Lr: 0.008221 || Task Loss: 0.1830 || KD Loss: 0.0448|| 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: 3 days, 16:27:56 || Estimated Time: 2 days, 4:29:34
2023-07-31 06:11:21,017 semantic_segmentation INFO: Iters: 94150/150000 || Lr: 0.008220 || Task Loss: 0.1569 || KD Loss: 0.0444|| 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: 3 days, 16:28:27 || Estimated Time: 2 days, 4:28:58
2023-07-31 06:11:52,460 semantic_segmentation INFO: Iters: 94160/150000 || Lr: 0.008219 || Task Loss: 0.1999 || KD Loss: 0.0513|| 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: 3 days, 16:28:59 || Estimated Time: 2 days, 4:28:23
2023-07-31 06:12:23,860 semantic_segmentation INFO: Iters: 94170/150000 || Lr: 0.008217 || Task Loss: 0.1384 || KD Loss: 0.0300|| 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: 3 days, 16:29:30 || Estimated Time: 2 days, 4:27:48
2023-07-31 06:12:55,253 semantic_segmentation INFO: Iters: 94180/150000 || Lr: 0.008216 || Task Loss: 0.2730 || KD Loss: 0.0692|| 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: 3 days, 16:30:02 || Estimated Time: 2 days, 4:27:13
2023-07-31 06:13:26,681 semantic_segmentation INFO: Iters: 94190/150000 || Lr: 0.008215 || Task Loss: 0.2752 || KD Loss: 0.0553|| 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: 3 days, 16:30:33 || Estimated Time: 2 days, 4:26:37
2023-07-31 06:13:58,112 semantic_segmentation INFO: Iters: 94200/150000 || Lr: 0.008213 || Task Loss: 0.2014 || KD Loss: 0.0439|| 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: 3 days, 16:31:04 || Estimated Time: 2 days, 4:26:02
2023-07-31 06:14:29,539 semantic_segmentation INFO: Iters: 94210/150000 || Lr: 0.008212 || Task Loss: 0.1680 || KD Loss: 0.0367|| 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: 3 days, 16:31:36 || Estimated Time: 2 days, 4:25:27
2023-07-31 06:15:00,904 semantic_segmentation INFO: Iters: 94220/150000 || Lr: 0.008211 || Task Loss: 0.2735 || KD Loss: 0.0695|| 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: 3 days, 16:32:07 || Estimated Time: 2 days, 4:24:52
2023-07-31 06:15:32,221 semantic_segmentation INFO: Iters: 94230/150000 || Lr: 0.008209 || Task Loss: 0.2001 || KD Loss: 0.0346|| 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: 3 days, 16:32:39 || Estimated Time: 2 days, 4:24:16
2023-07-31 06:16:03,452 semantic_segmentation INFO: Iters: 94240/150000 || Lr: 0.008208 || Task Loss: 0.1264 || KD Loss: 0.0382|| 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: 3 days, 16:33:10 || Estimated Time: 2 days, 4:23:41
2023-07-31 06:16:34,678 semantic_segmentation INFO: Iters: 94250/150000 || Lr: 0.008207 || Task Loss: 0.2303 || KD Loss: 0.0469|| 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: 3 days, 16:33:41 || Estimated Time: 2 days, 4:23:06
2023-07-31 06:17:05,860 semantic_segmentation INFO: Iters: 94260/150000 || Lr: 0.008206 || Task Loss: 0.2392 || KD Loss: 0.0660|| 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: 3 days, 16:34:12 || Estimated Time: 2 days, 4:22:30
2023-07-31 06:17:37,075 semantic_segmentation INFO: Iters: 94270/150000 || Lr: 0.008204 || Task Loss: 0.1701 || KD Loss: 0.0466|| 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: 3 days, 16:34:43 || Estimated Time: 2 days, 4:21:55
2023-07-31 06:18:08,369 semantic_segmentation INFO: Iters: 94280/150000 || Lr: 0.008203 || Task Loss: 0.1536 || KD Loss: 0.0381|| 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: 3 days, 16:35:15 || Estimated Time: 2 days, 4:21:20
2023-07-31 06:18:39,623 semantic_segmentation INFO: Iters: 94290/150000 || Lr: 0.008202 || Task Loss: 0.1458 || KD Loss: 0.0307|| 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: 3 days, 16:35:46 || Estimated Time: 2 days, 4:20:44
2023-07-31 06:19:10,913 semantic_segmentation INFO: Iters: 94300/150000 || Lr: 0.008200 || Task Loss: 0.1526 || KD Loss: 0.0509|| 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: 3 days, 16:36:17 || Estimated Time: 2 days, 4:20:09
2023-07-31 06:19:42,233 semantic_segmentation INFO: Iters: 94310/150000 || Lr: 0.008199 || Task Loss: 0.1820 || KD Loss: 0.0392|| 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: 3 days, 16:36:49 || Estimated Time: 2 days, 4:19:34
2023-07-31 06:20:13,500 semantic_segmentation INFO: Iters: 94320/150000 || Lr: 0.008198 || Task Loss: 0.1298 || KD Loss: 0.0460|| 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: 3 days, 16:37:20 || Estimated Time: 2 days, 4:18:58
2023-07-31 06:20:44,803 semantic_segmentation INFO: Iters: 94330/150000 || Lr: 0.008196 || Task Loss: 0.1702 || KD Loss: 0.0358|| 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: 3 days, 16:37:51 || Estimated Time: 2 days, 4:18:23
2023-07-31 06:21:16,138 semantic_segmentation INFO: Iters: 94340/150000 || Lr: 0.008195 || Task Loss: 0.1789 || KD Loss: 0.0500|| 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: 3 days, 16:38:22 || Estimated Time: 2 days, 4:17:48
2023-07-31 06:21:47,455 semantic_segmentation INFO: Iters: 94350/150000 || Lr: 0.008194 || Task Loss: 0.1871 || KD Loss: 0.0538|| 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: 3 days, 16:38:54 || Estimated Time: 2 days, 4:17:12
2023-07-31 06:22:18,765 semantic_segmentation INFO: Iters: 94360/150000 || Lr: 0.008192 || Task Loss: 0.2197 || KD Loss: 0.0434|| 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: 3 days, 16:39:25 || Estimated Time: 2 days, 4:16:37
2023-07-31 06:22:50,088 semantic_segmentation INFO: Iters: 94370/150000 || Lr: 0.008191 || Task Loss: 0.1971 || KD Loss: 0.0403|| 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: 3 days, 16:39:56 || Estimated Time: 2 days, 4:16:02
2023-07-31 06:23:21,421 semantic_segmentation INFO: Iters: 94380/150000 || Lr: 0.008190 || Task Loss: 0.1256 || KD Loss: 0.0269|| 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: 3 days, 16:40:28 || Estimated Time: 2 days, 4:15:26
2023-07-31 06:23:52,759 semantic_segmentation INFO: Iters: 94390/150000 || Lr: 0.008188 || Task Loss: 0.2064 || KD Loss: 0.0342|| 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: 3 days, 16:40:59 || Estimated Time: 2 days, 4:14:51
2023-07-31 06:24:24,052 semantic_segmentation INFO: Iters: 94400/150000 || Lr: 0.008187 || Task Loss: 0.1613 || KD Loss: 0.0378|| 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: 3 days, 16:41:30 || Estimated Time: 2 days, 4:14:16
2023-07-31 06:24:24,114 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 06:24:24,963 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.407
2023-07-31 06:24:25,075 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.505
2023-07-31 06:24:25,178 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.513
2023-07-31 06:24:25,280 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.539
2023-07-31 06:24:25,382 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.534
2023-07-31 06:24:25,487 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.538
2023-07-31 06:24:25,590 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.575
2023-07-31 06:24:25,697 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.624
2023-07-31 06:24:25,805 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.647
2023-07-31 06:24:25,909 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.693
2023-07-31 06:24:26,015 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.703
2023-07-31 06:24:26,123 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.734
2023-07-31 06:24:26,230 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.731
2023-07-31 06:24:26,333 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.711
2023-07-31 06:24:26,437 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.717
2023-07-31 06:24:26,545 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.705
2023-07-31 06:24:26,651 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.706
2023-07-31 06:24:26,754 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.705
2023-07-31 06:24:26,857 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.713
2023-07-31 06:24:26,961 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.720
2023-07-31 06:24:27,067 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.720
2023-07-31 06:24:27,174 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.679
2023-07-31 06:24:27,279 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.680
2023-07-31 06:24:27,384 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.689
2023-07-31 06:24:27,491 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.700
2023-07-31 06:24:27,598 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.703
2023-07-31 06:24:27,705 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.945, mIoU: 0.689
2023-07-31 06:24:27,813 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-31 06:24:27,920 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.697
2023-07-31 06:24:28,027 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.696
2023-07-31 06:24:28,133 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.696
2023-07-31 06:24:28,235 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.944, mIoU: 0.692
2023-07-31 06:24:28,337 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.945, mIoU: 0.694
2023-07-31 06:24:28,439 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.945, mIoU: 0.693
2023-07-31 06:24:28,544 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.945, mIoU: 0.695
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2023-07-31 06:24:31,909 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.946, mIoU: 0.718
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2023-07-31 06:24:39,013 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.943, mIoU: 0.707
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2023-07-31 06:25:10,216 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.951, mIoU: 0.710
2023-07-31 06:25:10,319 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.951, mIoU: 0.710
2023-07-31 06:25:10,423 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.951, mIoU: 0.710
2023-07-31 06:25:10,527 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.951, mIoU: 0.710
2023-07-31 06:25:10,632 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.951, mIoU: 0.710
2023-07-31 06:25:10,739 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.951, mIoU: 0.710
2023-07-31 06:25:10,844 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.951, mIoU: 0.710
2023-07-31 06:25:10,947 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.951, mIoU: 0.710
2023-07-31 06:25:11,052 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.951, mIoU: 0.710
2023-07-31 06:25:11,155 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.951, mIoU: 0.710
2023-07-31 06:25:11,258 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.951, mIoU: 0.711
2023-07-31 06:25:11,361 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.951, mIoU: 0.711
2023-07-31 06:25:11,466 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.951, mIoU: 0.711
2023-07-31 06:25:11,571 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.951, mIoU: 0.711
2023-07-31 06:25:11,677 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.951, mIoU: 0.711
2023-07-31 06:25:11,790 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.952, mIoU: 0.711
2023-07-31 06:25:11,904 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.952, mIoU: 0.711
2023-07-31 06:25:12,009 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.952, mIoU: 0.711
2023-07-31 06:25:12,112 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.952, mIoU: 0.711
2023-07-31 06:25:12,217 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.952, mIoU: 0.711
2023-07-31 06:25:12,325 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.952, mIoU: 0.711
2023-07-31 06:25:12,429 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.952, mIoU: 0.711
2023-07-31 06:25:12,536 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.952, mIoU: 0.711
2023-07-31 06:25:12,643 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.952, mIoU: 0.711
2023-07-31 06:25:12,753 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.952, mIoU: 0.711
2023-07-31 06:25:12,861 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.952, mIoU: 0.711
2023-07-31 06:25:12,968 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.952, mIoU: 0.711
2023-07-31 06:25:13,080 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.952, mIoU: 0.712
2023-07-31 06:25:13,188 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.952, mIoU: 0.712
2023-07-31 06:25:13,293 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.952, mIoU: 0.712
2023-07-31 06:25:13,399 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.952, mIoU: 0.712
2023-07-31 06:25:13,503 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.952, mIoU: 0.712
2023-07-31 06:25:13,603 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.952, mIoU: 0.713
2023-07-31 06:25:13,709 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.952, mIoU: 0.713
2023-07-31 06:25:13,816 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.952, mIoU: 0.714
2023-07-31 06:25:13,918 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.952, mIoU: 0.714
2023-07-31 06:25:14,023 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.952, mIoU: 0.714
2023-07-31 06:25:14,126 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.952, mIoU: 0.714
2023-07-31 06:25:14,231 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.952, mIoU: 0.714
2023-07-31 06:25:14,336 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.952, mIoU: 0.714
2023-07-31 06:25:14,443 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.952, mIoU: 0.714
2023-07-31 06:25:14,554 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.952, mIoU: 0.714
2023-07-31 06:25:14,660 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.952, mIoU: 0.714
2023-07-31 06:25:14,766 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.952, mIoU: 0.714
2023-07-31 06:25:14,875 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.952, mIoU: 0.714
2023-07-31 06:25:14,982 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.953, mIoU: 0.714
2023-07-31 06:25:15,090 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.953, mIoU: 0.714
2023-07-31 06:25:15,191 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.953, mIoU: 0.714
2023-07-31 06:25:15,301 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.953, mIoU: 0.714
2023-07-31 06:25:15,411 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.953, mIoU: 0.714
2023-07-31 06:25:15,519 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.953, mIoU: 0.714
2023-07-31 06:25:15,629 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.953, mIoU: 0.714
2023-07-31 06:25:15,739 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.953, mIoU: 0.714
2023-07-31 06:25:15,851 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.953, mIoU: 0.714
2023-07-31 06:25:15,959 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.953, mIoU: 0.714
2023-07-31 06:25:16,066 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.953, mIoU: 0.714
2023-07-31 06:25:16,170 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.953, mIoU: 0.714
2023-07-31 06:25:16,275 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.953, mIoU: 0.714
2023-07-31 06:25:16,379 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.953, mIoU: 0.714
2023-07-31 06:25:16,483 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.953, mIoU: 0.715
2023-07-31 06:25:16,588 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.953, mIoU: 0.715
2023-07-31 06:25:16,695 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.953, mIoU: 0.715
2023-07-31 06:25:16,805 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.953, mIoU: 0.715
2023-07-31 06:25:16,911 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.953, mIoU: 0.715
2023-07-31 06:25:17,017 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.953, mIoU: 0.715
2023-07-31 06:25:17,125 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.953, mIoU: 0.715
2023-07-31 06:25:17,230 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.953, mIoU: 0.715
2023-07-31 06:25:17,337 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.953, mIoU: 0.715
2023-07-31 06:25:17,443 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.953, mIoU: 0.715
2023-07-31 06:25:17,550 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.953, mIoU: 0.715
2023-07-31 06:25:17,655 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.953, mIoU: 0.715
2023-07-31 06:25:17,763 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.953, mIoU: 0.715
2023-07-31 06:25:17,873 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.953, mIoU: 0.715
2023-07-31 06:25:49,489 semantic_segmentation INFO: Iters: 94410/150000 || Lr: 0.008186 || Task Loss: 0.1679 || KD Loss: 0.0376|| 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: 3 days, 16:42:56 || Estimated Time: 2 days, 4:14:12
2023-07-31 06:26:20,801 semantic_segmentation INFO: Iters: 94420/150000 || Lr: 0.008184 || Task Loss: 0.1097 || KD Loss: 0.0548|| 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: 3 days, 16:43:27 || Estimated Time: 2 days, 4:13:37
2023-07-31 06:26:52,142 semantic_segmentation INFO: Iters: 94430/150000 || Lr: 0.008183 || Task Loss: 0.1245 || KD Loss: 0.0367|| 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: 3 days, 16:43:58 || Estimated Time: 2 days, 4:13:02
2023-07-31 06:27:23,406 semantic_segmentation INFO: Iters: 94440/150000 || Lr: 0.008182 || Task Loss: 0.1580 || KD Loss: 0.0322|| 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: 3 days, 16:44:30 || Estimated Time: 2 days, 4:12:26
2023-07-31 06:27:54,751 semantic_segmentation INFO: Iters: 94450/150000 || Lr: 0.008180 || Task Loss: 0.2651 || KD Loss: 0.0462|| 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 days, 16:45:01 || Estimated Time: 2 days, 4:11:51
2023-07-31 06:28:26,101 semantic_segmentation INFO: Iters: 94460/150000 || Lr: 0.008179 || Task Loss: 0.2178 || KD Loss: 0.0534|| 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: 3 days, 16:45:32 || Estimated Time: 2 days, 4:11:16
2023-07-31 06:28:57,402 semantic_segmentation INFO: Iters: 94470/150000 || Lr: 0.008178 || Task Loss: 0.1822 || KD Loss: 0.0378|| 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: 3 days, 16:46:04 || Estimated Time: 2 days, 4:10:41
2023-07-31 06:29:28,743 semantic_segmentation INFO: Iters: 94480/150000 || Lr: 0.008176 || Task Loss: 0.1875 || KD Loss: 0.0668|| 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: 3 days, 16:46:35 || Estimated Time: 2 days, 4:10:05
2023-07-31 06:30:00,048 semantic_segmentation INFO: Iters: 94490/150000 || Lr: 0.008175 || Task Loss: 0.1796 || KD Loss: 0.0413|| 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: 3 days, 16:47:06 || Estimated Time: 2 days, 4:09:30
2023-07-31 06:30:31,348 semantic_segmentation INFO: Iters: 94500/150000 || Lr: 0.008174 || Task Loss: 0.2645 || KD Loss: 0.0511|| 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: 3 days, 16:47:38 || Estimated Time: 2 days, 4:08:55
2023-07-31 06:31:02,688 semantic_segmentation INFO: Iters: 94510/150000 || Lr: 0.008172 || Task Loss: 0.2235 || KD Loss: 0.0613|| 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: 3 days, 16:48:09 || Estimated Time: 2 days, 4:08:19
2023-07-31 06:31:34,019 semantic_segmentation INFO: Iters: 94520/150000 || Lr: 0.008171 || Task Loss: 0.1804 || KD Loss: 0.1040|| 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: 3 days, 16:48:40 || Estimated Time: 2 days, 4:07:44
2023-07-31 06:32:05,403 semantic_segmentation INFO: Iters: 94530/150000 || Lr: 0.008170 || Task Loss: 0.2907 || KD Loss: 0.0758|| 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: 3 days, 16:49:12 || Estimated Time: 2 days, 4:07:09
2023-07-31 06:32:36,746 semantic_segmentation INFO: Iters: 94540/150000 || Lr: 0.008168 || Task Loss: 0.1464 || KD Loss: 0.0426|| 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: 3 days, 16:49:43 || Estimated Time: 2 days, 4:06:34
2023-07-31 06:33:08,093 semantic_segmentation INFO: Iters: 94550/150000 || Lr: 0.008167 || Task Loss: 0.1675 || KD Loss: 0.0375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 16:50:14 || Estimated Time: 2 days, 4:05:58
2023-07-31 06:33:39,509 semantic_segmentation INFO: Iters: 94560/150000 || Lr: 0.008166 || Task Loss: 0.2905 || KD Loss: 0.0728|| 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: 3 days, 16:50:46 || Estimated Time: 2 days, 4:05:23
2023-07-31 06:34:10,864 semantic_segmentation INFO: Iters: 94570/150000 || Lr: 0.008164 || Task Loss: 0.2417 || KD Loss: 0.0700|| 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: 3 days, 16:51:17 || Estimated Time: 2 days, 4:04:48
2023-07-31 06:34:42,260 semantic_segmentation INFO: Iters: 94580/150000 || Lr: 0.008163 || Task Loss: 0.1849 || KD Loss: 0.0650|| 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: 3 days, 16:51:49 || Estimated Time: 2 days, 4:04:12
2023-07-31 06:35:13,630 semantic_segmentation INFO: Iters: 94590/150000 || Lr: 0.008162 || Task Loss: 0.1458 || KD Loss: 0.0343|| 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: 3 days, 16:52:20 || Estimated Time: 2 days, 4:03:37
2023-07-31 06:35:45,017 semantic_segmentation INFO: Iters: 94600/150000 || Lr: 0.008160 || Task Loss: 0.2208 || KD Loss: 0.0433|| 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: 3 days, 16:52:51 || Estimated Time: 2 days, 4:03:02
2023-07-31 06:36:16,391 semantic_segmentation INFO: Iters: 94610/150000 || Lr: 0.008159 || Task Loss: 0.2148 || KD Loss: 0.0411|| 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: 3 days, 16:53:23 || Estimated Time: 2 days, 4:02:27
2023-07-31 06:36:47,777 semantic_segmentation INFO: Iters: 94620/150000 || Lr: 0.008158 || Task Loss: 0.1602 || KD Loss: 0.0474|| 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: 3 days, 16:53:54 || Estimated Time: 2 days, 4:01:51
2023-07-31 06:37:19,120 semantic_segmentation INFO: Iters: 94630/150000 || Lr: 0.008156 || Task Loss: 0.1584 || KD Loss: 0.0290|| 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: 3 days, 16:54:25 || Estimated Time: 2 days, 4:01:16
2023-07-31 06:37:50,449 semantic_segmentation INFO: Iters: 94640/150000 || Lr: 0.008155 || Task Loss: 0.2227 || KD Loss: 0.0391|| 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: 3 days, 16:54:57 || Estimated Time: 2 days, 4:00:41
2023-07-31 06:38:21,795 semantic_segmentation INFO: Iters: 94650/150000 || Lr: 0.008154 || Task Loss: 0.1509 || KD Loss: 0.0320|| 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: 3 days, 16:55:28 || Estimated Time: 2 days, 4:00:06
2023-07-31 06:38:53,242 semantic_segmentation INFO: Iters: 94660/150000 || Lr: 0.008152 || Task Loss: 0.2035 || KD Loss: 0.0376|| 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: 3 days, 16:56:00 || Estimated Time: 2 days, 3:59:30
2023-07-31 06:39:24,565 semantic_segmentation INFO: Iters: 94670/150000 || Lr: 0.008151 || Task Loss: 0.1909 || KD Loss: 0.0495|| 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 days, 16:56:31 || Estimated Time: 2 days, 3:58:55
2023-07-31 06:39:55,959 semantic_segmentation INFO: Iters: 94680/150000 || Lr: 0.008150 || Task Loss: 0.1535 || KD Loss: 0.0366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 16:57:02 || Estimated Time: 2 days, 3:58:20
2023-07-31 06:40:27,323 semantic_segmentation INFO: Iters: 94690/150000 || Lr: 0.008149 || Task Loss: 0.1982 || KD Loss: 0.0479|| 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 days, 16:57:34 || Estimated Time: 2 days, 3:57:45
2023-07-31 06:40:58,720 semantic_segmentation INFO: Iters: 94700/150000 || Lr: 0.008147 || Task Loss: 0.1964 || KD Loss: 0.0419|| 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: 3 days, 16:58:05 || Estimated Time: 2 days, 3:57:09
2023-07-31 06:41:30,071 semantic_segmentation INFO: Iters: 94710/150000 || Lr: 0.008146 || Task Loss: 0.1792 || KD Loss: 0.0508|| 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: 3 days, 16:58:36 || Estimated Time: 2 days, 3:56:34
2023-07-31 06:42:01,425 semantic_segmentation INFO: Iters: 94720/150000 || Lr: 0.008145 || Task Loss: 0.2121 || KD Loss: 0.0511|| 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: 3 days, 16:59:08 || Estimated Time: 2 days, 3:55:59
2023-07-31 06:42:32,795 semantic_segmentation INFO: Iters: 94730/150000 || Lr: 0.008143 || Task Loss: 0.2076 || KD Loss: 0.0462|| 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: 3 days, 16:59:39 || Estimated Time: 2 days, 3:55:24
2023-07-31 06:43:04,166 semantic_segmentation INFO: Iters: 94740/150000 || Lr: 0.008142 || Task Loss: 0.1707 || KD Loss: 0.0383|| 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: 3 days, 17:00:11 || Estimated Time: 2 days, 3:54:48
2023-07-31 06:43:35,517 semantic_segmentation INFO: Iters: 94750/150000 || Lr: 0.008141 || Task Loss: 0.1715 || KD Loss: 0.0461|| 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: 3 days, 17:00:42 || Estimated Time: 2 days, 3:54:13
2023-07-31 06:44:06,852 semantic_segmentation INFO: Iters: 94760/150000 || Lr: 0.008139 || Task Loss: 0.1768 || KD Loss: 0.0444|| 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: 3 days, 17:01:13 || Estimated Time: 2 days, 3:53:38
2023-07-31 06:44:38,229 semantic_segmentation INFO: Iters: 94770/150000 || Lr: 0.008138 || Task Loss: 0.1642 || KD Loss: 0.0337|| 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: 3 days, 17:01:45 || Estimated Time: 2 days, 3:53:03
2023-07-31 06:45:09,628 semantic_segmentation INFO: Iters: 94780/150000 || Lr: 0.008137 || Task Loss: 0.1986 || KD Loss: 0.0473|| 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: 3 days, 17:02:16 || Estimated Time: 2 days, 3:52:27
2023-07-31 06:45:40,998 semantic_segmentation INFO: Iters: 94790/150000 || Lr: 0.008135 || Task Loss: 0.1704 || KD Loss: 0.0470|| 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: 3 days, 17:02:47 || Estimated Time: 2 days, 3:51:52
2023-07-31 06:46:12,376 semantic_segmentation INFO: Iters: 94800/150000 || Lr: 0.008134 || Task Loss: 0.1921 || KD Loss: 0.0427|| 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: 3 days, 17:03:19 || Estimated Time: 2 days, 3:51:17
2023-07-31 06:46:43,725 semantic_segmentation INFO: Iters: 94810/150000 || Lr: 0.008133 || Task Loss: 0.1632 || KD Loss: 0.0300|| 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: 3 days, 17:03:50 || Estimated Time: 2 days, 3:50:42
2023-07-31 06:47:15,105 semantic_segmentation INFO: Iters: 94820/150000 || Lr: 0.008131 || Task Loss: 0.2292 || KD Loss: 0.0509|| 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: 3 days, 17:04:21 || Estimated Time: 2 days, 3:50:06
2023-07-31 06:47:46,530 semantic_segmentation INFO: Iters: 94830/150000 || Lr: 0.008130 || Task Loss: 0.2265 || KD Loss: 0.0398|| 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: 3 days, 17:04:53 || Estimated Time: 2 days, 3:49:31
2023-07-31 06:48:17,886 semantic_segmentation INFO: Iters: 94840/150000 || Lr: 0.008129 || Task Loss: 0.1736 || KD Loss: 0.0472|| 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: 3 days, 17:05:24 || Estimated Time: 2 days, 3:48:56
2023-07-31 06:48:49,267 semantic_segmentation INFO: Iters: 94850/150000 || Lr: 0.008127 || Task Loss: 0.1773 || KD Loss: 0.0465|| 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: 3 days, 17:05:56 || Estimated Time: 2 days, 3:48:21
2023-07-31 06:49:20,639 semantic_segmentation INFO: Iters: 94860/150000 || Lr: 0.008126 || Task Loss: 0.1610 || KD Loss: 0.0370|| 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: 3 days, 17:06:27 || Estimated Time: 2 days, 3:47:45
2023-07-31 06:49:52,049 semantic_segmentation INFO: Iters: 94870/150000 || Lr: 0.008125 || Task Loss: 0.2333 || KD Loss: 0.0690|| 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: 3 days, 17:06:58 || Estimated Time: 2 days, 3:47:10
2023-07-31 06:50:23,428 semantic_segmentation INFO: Iters: 94880/150000 || Lr: 0.008123 || Task Loss: 0.1523 || KD Loss: 0.0566|| 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: 3 days, 17:07:30 || Estimated Time: 2 days, 3:46:35
2023-07-31 06:50:54,792 semantic_segmentation INFO: Iters: 94890/150000 || Lr: 0.008122 || Task Loss: 0.2393 || KD Loss: 0.0535|| 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: 3 days, 17:08:01 || Estimated Time: 2 days, 3:46:00
2023-07-31 06:51:26,172 semantic_segmentation INFO: Iters: 94900/150000 || Lr: 0.008121 || Task Loss: 0.1919 || KD Loss: 0.0408|| 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: 3 days, 17:08:33 || Estimated Time: 2 days, 3:45:25
2023-07-31 06:51:57,544 semantic_segmentation INFO: Iters: 94910/150000 || Lr: 0.008119 || Task Loss: 0.1666 || KD Loss: 0.0529|| 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: 3 days, 17:09:04 || Estimated Time: 2 days, 3:44:49
2023-07-31 06:52:28,929 semantic_segmentation INFO: Iters: 94920/150000 || Lr: 0.008118 || Task Loss: 0.1223 || KD Loss: 0.0416|| 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: 3 days, 17:09:35 || Estimated Time: 2 days, 3:44:14
2023-07-31 06:53:00,276 semantic_segmentation INFO: Iters: 94930/150000 || Lr: 0.008117 || Task Loss: 0.1682 || KD Loss: 0.0544|| 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: 3 days, 17:10:07 || Estimated Time: 2 days, 3:43:39
2023-07-31 06:53:31,625 semantic_segmentation INFO: Iters: 94940/150000 || Lr: 0.008115 || Task Loss: 0.1827 || KD Loss: 0.0594|| 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: 3 days, 17:10:38 || Estimated Time: 2 days, 3:43:04
2023-07-31 06:54:02,985 semantic_segmentation INFO: Iters: 94950/150000 || Lr: 0.008114 || Task Loss: 0.3809 || KD Loss: 0.0739|| 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: 3 days, 17:11:09 || Estimated Time: 2 days, 3:42:28
2023-07-31 06:54:34,320 semantic_segmentation INFO: Iters: 94960/150000 || Lr: 0.008113 || Task Loss: 0.1628 || KD Loss: 0.0353|| 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: 3 days, 17:11:41 || Estimated Time: 2 days, 3:41:53
2023-07-31 06:55:05,643 semantic_segmentation INFO: Iters: 94970/150000 || Lr: 0.008111 || Task Loss: 0.2387 || KD Loss: 0.0496|| 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: 3 days, 17:12:12 || Estimated Time: 2 days, 3:41:18
2023-07-31 06:55:36,990 semantic_segmentation INFO: Iters: 94980/150000 || Lr: 0.008110 || Task Loss: 0.2181 || KD Loss: 0.0449|| 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: 3 days, 17:12:43 || Estimated Time: 2 days, 3:40:43
2023-07-31 06:56:08,376 semantic_segmentation INFO: Iters: 94990/150000 || Lr: 0.008109 || Task Loss: 0.1522 || KD Loss: 0.0367|| 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: 3 days, 17:13:15 || Estimated Time: 2 days, 3:40:07
2023-07-31 06:56:39,754 semantic_segmentation INFO: Iters: 95000/150000 || Lr: 0.008107 || Task Loss: 0.1911 || KD Loss: 0.0518|| 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 days, 17:13:46 || Estimated Time: 2 days, 3:39:32
2023-07-31 06:57:11,146 semantic_segmentation INFO: Iters: 95010/150000 || Lr: 0.008106 || Task Loss: 0.1301 || KD Loss: 0.0377|| 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: 3 days, 17:14:18 || Estimated Time: 2 days, 3:38:57
2023-07-31 06:57:42,529 semantic_segmentation INFO: Iters: 95020/150000 || Lr: 0.008105 || Task Loss: 0.1302 || KD Loss: 0.0258|| 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: 3 days, 17:14:49 || Estimated Time: 2 days, 3:38:22
2023-07-31 06:58:13,910 semantic_segmentation INFO: Iters: 95030/150000 || Lr: 0.008103 || Task Loss: 0.2368 || KD Loss: 0.0538|| 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: 3 days, 17:15:20 || Estimated Time: 2 days, 3:37:47
2023-07-31 06:58:45,310 semantic_segmentation INFO: Iters: 95040/150000 || Lr: 0.008102 || Task Loss: 0.2394 || KD Loss: 0.0560|| 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: 3 days, 17:15:52 || Estimated Time: 2 days, 3:37:11
2023-07-31 06:59:16,676 semantic_segmentation INFO: Iters: 95050/150000 || Lr: 0.008101 || Task Loss: 0.2358 || KD Loss: 0.0548|| 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: 3 days, 17:16:23 || Estimated Time: 2 days, 3:36:36
2023-07-31 06:59:48,065 semantic_segmentation INFO: Iters: 95060/150000 || Lr: 0.008099 || Task Loss: 0.2039 || KD Loss: 0.0717|| 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: 3 days, 17:16:54 || Estimated Time: 2 days, 3:36:01
2023-07-31 07:00:19,470 semantic_segmentation INFO: Iters: 95070/150000 || Lr: 0.008098 || Task Loss: 0.1753 || KD Loss: 0.0383|| 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: 3 days, 17:17:26 || Estimated Time: 2 days, 3:35:26
2023-07-31 07:00:50,859 semantic_segmentation INFO: Iters: 95080/150000 || Lr: 0.008097 || Task Loss: 0.1399 || KD Loss: 0.0319|| 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: 3 days, 17:17:57 || Estimated Time: 2 days, 3:34:50
2023-07-31 07:01:22,257 semantic_segmentation INFO: Iters: 95090/150000 || Lr: 0.008095 || Task Loss: 0.1732 || KD Loss: 0.0392|| 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: 3 days, 17:18:29 || Estimated Time: 2 days, 3:34:15
2023-07-31 07:01:53,583 semantic_segmentation INFO: Iters: 95100/150000 || Lr: 0.008094 || Task Loss: 0.2222 || KD Loss: 0.0482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 17:19:00 || Estimated Time: 2 days, 3:33:40
2023-07-31 07:02:24,944 semantic_segmentation INFO: Iters: 95110/150000 || Lr: 0.008093 || Task Loss: 0.1727 || KD Loss: 0.0476|| 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: 3 days, 17:19:31 || Estimated Time: 2 days, 3:33:05
2023-07-31 07:02:56,350 semantic_segmentation INFO: Iters: 95120/150000 || Lr: 0.008091 || Task Loss: 0.2372 || KD Loss: 0.0570|| 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: 3 days, 17:20:03 || Estimated Time: 2 days, 3:32:30
2023-07-31 07:03:27,711 semantic_segmentation INFO: Iters: 95130/150000 || Lr: 0.008090 || Task Loss: 0.1734 || KD Loss: 0.0444|| 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: 3 days, 17:20:34 || Estimated Time: 2 days, 3:31:54
2023-07-31 07:03:59,113 semantic_segmentation INFO: Iters: 95140/150000 || Lr: 0.008089 || Task Loss: 0.1394 || KD Loss: 0.0443|| 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: 3 days, 17:21:05 || Estimated Time: 2 days, 3:31:19
2023-07-31 07:04:30,481 semantic_segmentation INFO: Iters: 95150/150000 || Lr: 0.008087 || Task Loss: 0.2349 || KD Loss: 0.0491|| 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: 3 days, 17:21:37 || Estimated Time: 2 days, 3:30:44
2023-07-31 07:05:01,892 semantic_segmentation INFO: Iters: 95160/150000 || Lr: 0.008086 || Task Loss: 0.1422 || KD Loss: 0.0277|| 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: 3 days, 17:22:08 || Estimated Time: 2 days, 3:30:09
2023-07-31 07:05:33,340 semantic_segmentation INFO: Iters: 95170/150000 || Lr: 0.008085 || Task Loss: 0.1622 || KD Loss: 0.0320|| 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: 3 days, 17:22:40 || Estimated Time: 2 days, 3:29:34
2023-07-31 07:06:04,745 semantic_segmentation INFO: Iters: 95180/150000 || Lr: 0.008084 || Task Loss: 0.2037 || KD Loss: 0.0428|| 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: 3 days, 17:23:11 || Estimated Time: 2 days, 3:28:58
2023-07-31 07:06:36,143 semantic_segmentation INFO: Iters: 95190/150000 || Lr: 0.008082 || Task Loss: 0.1532 || KD Loss: 0.0354|| 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: 3 days, 17:23:42 || Estimated Time: 2 days, 3:28:23
2023-07-31 07:07:07,509 semantic_segmentation INFO: Iters: 95200/150000 || Lr: 0.008081 || Task Loss: 0.2347 || KD Loss: 0.0868|| 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: 3 days, 17:24:14 || Estimated Time: 2 days, 3:27:48
2023-07-31 07:07:07,573 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 07:07:08,408 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.408
2023-07-31 07:07:08,521 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.512
2023-07-31 07:07:08,628 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.520
2023-07-31 07:07:08,732 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.545
2023-07-31 07:07:08,838 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.544
2023-07-31 07:07:08,943 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.547
2023-07-31 07:07:09,048 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.975, mIoU: 0.583
2023-07-31 07:07:09,154 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.974, mIoU: 0.626
2023-07-31 07:07:09,265 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.666
2023-07-31 07:07:09,371 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.709
2023-07-31 07:07:09,478 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.718
2023-07-31 07:07:09,581 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.736
2023-07-31 07:07:09,688 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.738
2023-07-31 07:07:09,795 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.731
2023-07-31 07:07:09,903 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.734
2023-07-31 07:07:10,007 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.724
2023-07-31 07:07:10,111 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.723
2023-07-31 07:07:10,222 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.724
2023-07-31 07:07:10,327 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.730
2023-07-31 07:07:10,432 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.737
2023-07-31 07:07:10,541 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.737
2023-07-31 07:07:10,645 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.953, mIoU: 0.725
2023-07-31 07:07:10,751 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.723
2023-07-31 07:07:10,858 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.733
2023-07-31 07:07:10,968 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 07:07:11,074 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.952, mIoU: 0.746
2023-07-31 07:07:11,180 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-31 07:07:11,288 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-31 07:07:11,394 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.728
2023-07-31 07:07:11,500 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.737
2023-07-31 07:07:11,608 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.737
2023-07-31 07:07:11,713 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.733
2023-07-31 07:07:11,824 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 07:07:11,933 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.950, mIoU: 0.733
2023-07-31 07:07:12,043 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 07:07:12,149 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 07:07:12,257 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-31 07:07:12,361 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.949, mIoU: 0.729
2023-07-31 07:07:12,465 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-31 07:07:12,570 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.949, mIoU: 0.723
2023-07-31 07:07:12,678 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-31 07:07:12,781 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.950, mIoU: 0.722
2023-07-31 07:07:12,885 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.950, mIoU: 0.722
2023-07-31 07:07:12,989 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.951, mIoU: 0.723
2023-07-31 07:07:13,093 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 07:07:13,197 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 07:07:13,307 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 07:07:13,411 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.952, mIoU: 0.720
2023-07-31 07:07:13,516 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.952, mIoU: 0.722
2023-07-31 07:07:13,623 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.952, mIoU: 0.724
2023-07-31 07:07:13,734 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.724
2023-07-31 07:07:13,839 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.727
2023-07-31 07:07:13,942 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.729
2023-07-31 07:07:14,049 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-31 07:07:14,155 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.730
2023-07-31 07:07:14,263 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.949, mIoU: 0.729
2023-07-31 07:07:14,367 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.730
2023-07-31 07:07:14,474 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-31 07:07:14,580 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-31 07:07:14,683 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.733
2023-07-31 07:07:14,792 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-31 07:07:14,901 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-31 07:07:15,012 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-31 07:07:15,120 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 07:07:15,228 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.949, mIoU: 0.742
2023-07-31 07:07:15,340 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.949, mIoU: 0.742
2023-07-31 07:07:15,446 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.948, mIoU: 0.741
2023-07-31 07:07:15,548 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.742
2023-07-31 07:07:15,651 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.741
2023-07-31 07:07:15,753 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.948, mIoU: 0.741
2023-07-31 07:07:15,858 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.948, mIoU: 0.741
2023-07-31 07:07:15,961 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.948, mIoU: 0.741
2023-07-31 07:07:16,065 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-31 07:07:16,170 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 07:07:16,277 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.948, mIoU: 0.740
2023-07-31 07:07:16,381 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-31 07:07:16,488 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 07:07:16,602 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 07:07:16,708 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 07:07:16,811 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 07:07:16,919 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.948, mIoU: 0.741
2023-07-31 07:07:17,025 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.948, mIoU: 0.740
2023-07-31 07:07:17,132 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 07:07:17,237 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.947, mIoU: 0.737
2023-07-31 07:07:17,349 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.945, mIoU: 0.732
2023-07-31 07:07:17,453 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.945, mIoU: 0.732
2023-07-31 07:07:17,559 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.945, mIoU: 0.732
2023-07-31 07:07:17,666 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.945, mIoU: 0.732
2023-07-31 07:07:17,775 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.945, mIoU: 0.731
2023-07-31 07:07:17,882 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.731
2023-07-31 07:07:17,989 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.946, mIoU: 0.731
2023-07-31 07:07:18,093 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.946, mIoU: 0.745
2023-07-31 07:07:18,197 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.946, mIoU: 0.744
2023-07-31 07:07:18,302 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.946, mIoU: 0.744
2023-07-31 07:07:18,405 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.946, mIoU: 0.745
2023-07-31 07:07:18,507 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.946, mIoU: 0.745
2023-07-31 07:07:18,611 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.946, mIoU: 0.745
2023-07-31 07:07:18,714 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.946, mIoU: 0.745
2023-07-31 07:07:18,820 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.946, mIoU: 0.745
2023-07-31 07:07:18,924 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.946, mIoU: 0.745
2023-07-31 07:07:19,027 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-31 07:07:19,132 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-31 07:07:19,235 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-31 07:07:19,345 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-31 07:07:19,453 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-31 07:07:19,557 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-31 07:07:19,662 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.945, mIoU: 0.743
2023-07-31 07:07:19,767 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.945, mIoU: 0.744
2023-07-31 07:07:19,873 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.945, mIoU: 0.744
2023-07-31 07:07:19,979 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.945, mIoU: 0.744
2023-07-31 07:07:20,089 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.945, mIoU: 0.744
2023-07-31 07:07:20,193 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-31 07:07:20,300 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.945, mIoU: 0.744
2023-07-31 07:07:20,407 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.945, mIoU: 0.743
2023-07-31 07:07:20,514 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.945, mIoU: 0.743
2023-07-31 07:07:20,621 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.945, mIoU: 0.743
2023-07-31 07:07:20,728 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.945, mIoU: 0.743
2023-07-31 07:07:20,836 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.945, mIoU: 0.743
2023-07-31 07:07:20,945 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.945, mIoU: 0.744
2023-07-31 07:07:21,052 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.945, mIoU: 0.744
2023-07-31 07:07:21,159 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.945, mIoU: 0.743
2023-07-31 07:07:21,263 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.945, mIoU: 0.743
2023-07-31 07:07:21,370 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.945, mIoU: 0.743
2023-07-31 07:07:21,472 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.945, mIoU: 0.745
2023-07-31 07:07:21,575 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.945, mIoU: 0.746
2023-07-31 07:07:21,679 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.945, mIoU: 0.747
2023-07-31 07:07:21,783 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-31 07:07:21,887 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-31 07:07:21,990 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-31 07:07:22,092 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-31 07:07:22,195 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-31 07:07:22,299 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-31 07:07:22,408 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.946, mIoU: 0.748
2023-07-31 07:07:22,511 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.946, mIoU: 0.748
2023-07-31 07:07:22,615 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.946, mIoU: 0.746
2023-07-31 07:07:22,717 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.946, mIoU: 0.746
2023-07-31 07:07:22,822 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.946, mIoU: 0.746
2023-07-31 07:07:22,925 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.946, mIoU: 0.744
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2023-07-31 07:07:43,413 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.946, mIoU: 0.728
2023-07-31 07:07:43,520 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.946, mIoU: 0.729
2023-07-31 07:07:43,630 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.946, mIoU: 0.728
2023-07-31 07:07:43,740 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.946, mIoU: 0.729
2023-07-31 07:07:43,850 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.947, mIoU: 0.729
2023-07-31 07:07:43,956 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.947, mIoU: 0.729
2023-07-31 07:07:44,068 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.947, mIoU: 0.729
2023-07-31 07:07:44,173 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.947, mIoU: 0.729
2023-07-31 07:07:44,283 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.947, mIoU: 0.729
2023-07-31 07:07:44,391 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 07:07:44,501 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 07:07:44,607 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 07:07:44,714 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 07:07:44,818 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 07:07:44,922 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 07:07:45,026 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.948, mIoU: 0.730
2023-07-31 07:07:45,129 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 07:07:45,232 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 07:07:45,338 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 07:07:45,441 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 07:07:45,547 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 07:07:45,651 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 07:07:45,759 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 07:07:45,862 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 07:07:45,968 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 07:07:46,073 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 07:07:46,180 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 07:07:46,283 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 07:07:46,394 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-31 07:07:46,506 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-31 07:07:46,613 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-31 07:07:46,718 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-31 07:07:46,832 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-31 07:07:46,941 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.949, mIoU: 0.732
2023-07-31 07:07:47,047 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.949, mIoU: 0.732
2023-07-31 07:07:47,155 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.949, mIoU: 0.732
2023-07-31 07:07:47,265 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.949, mIoU: 0.732
2023-07-31 07:07:47,371 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.949, mIoU: 0.733
2023-07-31 07:07:47,476 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.949, mIoU: 0.733
2023-07-31 07:07:47,581 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.949, mIoU: 0.733
2023-07-31 07:07:47,686 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.949, mIoU: 0.733
2023-07-31 07:07:47,793 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 07:07:47,898 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 07:07:48,001 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 07:07:48,105 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.949, mIoU: 0.733
2023-07-31 07:07:48,208 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.949, mIoU: 0.733
2023-07-31 07:07:48,314 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.949, mIoU: 0.733
2023-07-31 07:07:48,419 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 07:07:48,523 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 07:07:48,627 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 07:07:48,733 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 07:07:48,840 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 07:07:48,945 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 07:07:49,053 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 07:07:49,163 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 07:07:49,268 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 07:07:49,375 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 07:07:49,482 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 07:07:49,589 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 07:07:49,695 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-31 07:07:49,803 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-31 07:07:49,910 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-31 07:07:50,018 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-31 07:07:50,127 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-31 07:07:50,237 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-31 07:07:50,344 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-31 07:07:50,450 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-31 07:07:50,555 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-31 07:07:50,660 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-31 07:07:50,762 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 07:07:50,871 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 07:07:50,975 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 07:07:51,081 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 07:07:51,186 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 07:07:51,289 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-31 07:07:51,394 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-31 07:07:51,499 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-31 07:07:51,602 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-31 07:07:51,709 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-31 07:07:51,814 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-31 07:07:51,924 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-31 07:07:52,037 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-31 07:07:52,143 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-31 07:07:52,246 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-31 07:07:52,357 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-31 07:07:52,465 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-31 07:07:52,572 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-31 07:07:52,678 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.951, mIoU: 0.738
2023-07-31 07:07:52,786 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 07:07:52,898 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 07:07:53,006 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 07:07:53,112 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 07:07:53,218 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 07:07:53,324 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 07:07:53,430 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 07:07:53,533 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 07:07:53,638 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 07:07:53,742 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 07:07:53,848 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 07:07:53,952 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 07:07:54,056 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 07:07:54,160 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 07:07:54,267 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 07:07:54,374 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 07:07:54,480 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 07:07:54,586 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 07:07:54,699 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 07:07:54,803 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 07:07:54,911 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 07:07:55,017 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 07:07:55,126 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 07:07:55,232 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 07:07:55,341 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 07:07:55,451 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 07:07:55,561 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 07:07:55,668 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 07:07:55,773 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 07:07:55,881 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 07:07:55,986 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 07:07:56,091 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 07:07:56,196 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 07:07:56,302 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 07:07:56,407 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 07:07:56,509 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 07:07:56,614 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 07:07:56,717 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 07:07:56,822 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 07:07:56,931 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 07:07:57,037 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 07:07:57,141 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 07:07:57,251 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 07:07:57,364 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 07:07:57,469 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 07:07:57,573 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 07:07:57,680 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 07:07:57,790 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 07:07:57,900 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-31 07:07:58,006 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 07:07:58,115 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 07:07:58,222 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 07:07:58,327 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 07:07:58,433 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 07:07:58,537 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 07:07:58,642 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 07:07:58,744 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-31 07:07:58,850 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-31 07:07:58,957 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-31 07:07:59,060 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-31 07:07:59,166 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-31 07:07:59,268 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-31 07:07:59,375 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-31 07:07:59,480 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-31 07:07:59,588 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.741
2023-07-31 07:07:59,691 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-31 07:07:59,795 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-31 07:07:59,899 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-31 07:08:00,006 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-31 07:08:00,116 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-31 07:08:00,229 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-31 07:08:00,333 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-31 07:08:00,437 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-31 07:08:00,544 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-31 07:08:00,652 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-31 07:08:00,756 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.742
2023-07-31 07:08:00,862 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.743
2023-07-31 07:08:00,968 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.743
2023-07-31 07:08:01,074 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.743
2023-07-31 07:08:01,179 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.743
2023-07-31 07:08:01,284 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.743
2023-07-31 07:08:01,393 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.954, mIoU: 0.743
2023-07-31 07:08:33,209 semantic_segmentation INFO: Iters: 95210/150000 || Lr: 0.008080 || Task Loss: 0.2065 || KD Loss: 0.0443|| 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: 3 days, 17:25:40 || Estimated Time: 2 days, 3:27:44
2023-07-31 07:09:04,544 semantic_segmentation INFO: Iters: 95220/150000 || Lr: 0.008078 || Task Loss: 0.1941 || KD Loss: 0.0410|| 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: 3 days, 17:26:11 || Estimated Time: 2 days, 3:27:09
2023-07-31 07:09:35,831 semantic_segmentation INFO: Iters: 95230/150000 || Lr: 0.008077 || Task Loss: 0.2169 || KD Loss: 0.0515|| 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: 3 days, 17:26:42 || Estimated Time: 2 days, 3:26:34
2023-07-31 07:10:07,266 semantic_segmentation INFO: Iters: 95240/150000 || Lr: 0.008076 || Task Loss: 0.1437 || KD Loss: 0.0327|| 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: 3 days, 17:27:14 || Estimated Time: 2 days, 3:25:58
2023-07-31 07:10:38,619 semantic_segmentation INFO: Iters: 95250/150000 || Lr: 0.008074 || Task Loss: 0.1715 || KD Loss: 0.0373|| 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: 3 days, 17:27:45 || Estimated Time: 2 days, 3:25:23
2023-07-31 07:11:09,987 semantic_segmentation INFO: Iters: 95260/150000 || Lr: 0.008073 || Task Loss: 0.1960 || KD Loss: 0.0350|| 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: 3 days, 17:28:16 || Estimated Time: 2 days, 3:24:48
2023-07-31 07:11:41,366 semantic_segmentation INFO: Iters: 95270/150000 || Lr: 0.008072 || Task Loss: 0.1810 || KD Loss: 0.0462|| 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: 3 days, 17:28:48 || Estimated Time: 2 days, 3:24:13
2023-07-31 07:12:12,734 semantic_segmentation INFO: Iters: 95280/150000 || Lr: 0.008070 || Task Loss: 0.1896 || KD Loss: 0.0410|| 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: 3 days, 17:29:19 || Estimated Time: 2 days, 3:23:37
2023-07-31 07:12:44,136 semantic_segmentation INFO: Iters: 95290/150000 || Lr: 0.008069 || Task Loss: 0.2640 || KD Loss: 0.0691|| 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: 3 days, 17:29:50 || Estimated Time: 2 days, 3:23:02
2023-07-31 07:13:15,526 semantic_segmentation INFO: Iters: 95300/150000 || Lr: 0.008068 || Task Loss: 0.1848 || KD Loss: 0.0481|| 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: 3 days, 17:30:22 || Estimated Time: 2 days, 3:22:27
2023-07-31 07:13:46,888 semantic_segmentation INFO: Iters: 95310/150000 || Lr: 0.008066 || Task Loss: 0.2200 || KD Loss: 0.0476|| 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: 3 days, 17:30:53 || Estimated Time: 2 days, 3:21:52
2023-07-31 07:14:18,266 semantic_segmentation INFO: Iters: 95320/150000 || Lr: 0.008065 || Task Loss: 0.1889 || KD Loss: 0.0392|| 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: 3 days, 17:31:25 || Estimated Time: 2 days, 3:21:17
2023-07-31 07:14:49,624 semantic_segmentation INFO: Iters: 95330/150000 || Lr: 0.008064 || Task Loss: 0.1619 || KD Loss: 0.0499|| 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: 3 days, 17:31:56 || Estimated Time: 2 days, 3:20:41
2023-07-31 07:15:20,982 semantic_segmentation INFO: Iters: 95340/150000 || Lr: 0.008062 || Task Loss: 0.1632 || KD Loss: 0.0326|| 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: 3 days, 17:32:27 || Estimated Time: 2 days, 3:20:06
2023-07-31 07:15:52,412 semantic_segmentation INFO: Iters: 95350/150000 || Lr: 0.008061 || Task Loss: 0.2035 || KD Loss: 0.0387|| 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: 3 days, 17:32:59 || Estimated Time: 2 days, 3:19:31
2023-07-31 07:16:23,787 semantic_segmentation INFO: Iters: 95360/150000 || Lr: 0.008060 || Task Loss: 0.1408 || KD Loss: 0.0308|| 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: 3 days, 17:33:30 || Estimated Time: 2 days, 3:18:56
2023-07-31 07:16:55,190 semantic_segmentation INFO: Iters: 95370/150000 || Lr: 0.008058 || Task Loss: 0.1751 || KD Loss: 0.0456|| 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 days, 17:34:02 || Estimated Time: 2 days, 3:18:21
2023-07-31 07:17:26,570 semantic_segmentation INFO: Iters: 95380/150000 || Lr: 0.008057 || Task Loss: 0.1962 || KD Loss: 0.0458|| 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: 3 days, 17:34:33 || Estimated Time: 2 days, 3:17:45
2023-07-31 07:17:57,962 semantic_segmentation INFO: Iters: 95390/150000 || Lr: 0.008056 || Task Loss: 0.2823 || KD Loss: 0.0635|| 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: 3 days, 17:35:04 || Estimated Time: 2 days, 3:17:10
2023-07-31 07:18:29,447 semantic_segmentation INFO: Iters: 95400/150000 || Lr: 0.008054 || Task Loss: 0.1740 || KD Loss: 0.0485|| 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 days, 17:35:36 || Estimated Time: 2 days, 3:16:35
2023-07-31 07:19:00,863 semantic_segmentation INFO: Iters: 95410/150000 || Lr: 0.008053 || Task Loss: 0.1381 || KD Loss: 0.0454|| 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: 3 days, 17:36:07 || Estimated Time: 2 days, 3:16:00
2023-07-31 07:19:32,217 semantic_segmentation INFO: Iters: 95420/150000 || Lr: 0.008052 || Task Loss: 0.2718 || KD Loss: 0.0566|| 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: 3 days, 17:36:39 || Estimated Time: 2 days, 3:15:25
2023-07-31 07:20:03,672 semantic_segmentation INFO: Iters: 95430/150000 || Lr: 0.008050 || Task Loss: 0.1537 || KD Loss: 0.0320|| 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: 3 days, 17:37:10 || Estimated Time: 2 days, 3:14:50
2023-07-31 07:20:35,098 semantic_segmentation INFO: Iters: 95440/150000 || Lr: 0.008049 || Task Loss: 0.1884 || KD Loss: 0.0439|| 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: 3 days, 17:37:41 || Estimated Time: 2 days, 3:14:14
2023-07-31 07:21:06,489 semantic_segmentation INFO: Iters: 95450/150000 || Lr: 0.008048 || Task Loss: 0.1292 || KD Loss: 0.0338|| 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: 3 days, 17:38:13 || Estimated Time: 2 days, 3:13:39
2023-07-31 07:21:37,881 semantic_segmentation INFO: Iters: 95460/150000 || Lr: 0.008046 || Task Loss: 0.1522 || KD Loss: 0.0300|| 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: 3 days, 17:38:44 || Estimated Time: 2 days, 3:13:04
2023-07-31 07:22:09,307 semantic_segmentation INFO: Iters: 95470/150000 || Lr: 0.008045 || Task Loss: 0.1822 || KD Loss: 0.0477|| 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: 3 days, 17:39:16 || Estimated Time: 2 days, 3:12:29
2023-07-31 07:22:40,700 semantic_segmentation INFO: Iters: 95480/150000 || Lr: 0.008044 || Task Loss: 0.1845 || KD Loss: 0.0468|| 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: 3 days, 17:39:47 || Estimated Time: 2 days, 3:11:54
2023-07-31 07:23:12,101 semantic_segmentation INFO: Iters: 95490/150000 || Lr: 0.008042 || Task Loss: 0.1390 || KD Loss: 0.0258|| 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: 3 days, 17:40:18 || Estimated Time: 2 days, 3:11:18
2023-07-31 07:23:43,496 semantic_segmentation INFO: Iters: 95500/150000 || Lr: 0.008041 || Task Loss: 0.1768 || KD Loss: 0.0410|| 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: 3 days, 17:40:50 || Estimated Time: 2 days, 3:10:43
2023-07-31 07:24:14,891 semantic_segmentation INFO: Iters: 95510/150000 || Lr: 0.008040 || Task Loss: 0.2850 || KD Loss: 0.0564|| 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: 3 days, 17:41:21 || Estimated Time: 2 days, 3:10:08
2023-07-31 07:24:46,316 semantic_segmentation INFO: Iters: 95520/150000 || Lr: 0.008038 || Task Loss: 0.2152 || KD Loss: 0.0660|| 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: 3 days, 17:41:53 || Estimated Time: 2 days, 3:09:33
2023-07-31 07:25:17,795 semantic_segmentation INFO: Iters: 95530/150000 || Lr: 0.008037 || Task Loss: 0.2814 || KD Loss: 0.0636|| 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: 3 days, 17:42:24 || Estimated Time: 2 days, 3:08:58
2023-07-31 07:25:49,274 semantic_segmentation INFO: Iters: 95540/150000 || Lr: 0.008036 || Task Loss: 0.1754 || KD Loss: 0.0358|| 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: 3 days, 17:42:56 || Estimated Time: 2 days, 3:08:23
2023-07-31 07:26:20,706 semantic_segmentation INFO: Iters: 95550/150000 || Lr: 0.008034 || Task Loss: 0.1691 || KD Loss: 0.0346|| 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: 3 days, 17:43:27 || Estimated Time: 2 days, 3:07:48
2023-07-31 07:26:52,139 semantic_segmentation INFO: Iters: 95560/150000 || Lr: 0.008033 || Task Loss: 0.2587 || KD Loss: 0.0809|| 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: 3 days, 17:43:58 || Estimated Time: 2 days, 3:07:12
2023-07-31 07:27:23,610 semantic_segmentation INFO: Iters: 95570/150000 || Lr: 0.008032 || Task Loss: 0.1584 || KD Loss: 0.0365|| 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: 3 days, 17:44:30 || Estimated Time: 2 days, 3:06:37
2023-07-31 07:27:55,064 semantic_segmentation INFO: Iters: 95580/150000 || Lr: 0.008030 || Task Loss: 0.2054 || KD Loss: 0.0391|| 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: 3 days, 17:45:01 || Estimated Time: 2 days, 3:06:02
2023-07-31 07:28:26,460 semantic_segmentation INFO: Iters: 95590/150000 || Lr: 0.008029 || Task Loss: 0.2019 || KD Loss: 0.0570|| 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: 3 days, 17:45:33 || Estimated Time: 2 days, 3:05:27
2023-07-31 07:28:57,861 semantic_segmentation INFO: Iters: 95600/150000 || Lr: 0.008028 || Task Loss: 0.2681 || KD Loss: 0.0590|| 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: 3 days, 17:46:04 || Estimated Time: 2 days, 3:04:52
2023-07-31 07:29:29,224 semantic_segmentation INFO: Iters: 95610/150000 || Lr: 0.008026 || Task Loss: 0.2213 || KD Loss: 0.0396|| 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: 3 days, 17:46:36 || Estimated Time: 2 days, 3:04:17
2023-07-31 07:30:00,645 semantic_segmentation INFO: Iters: 95620/150000 || Lr: 0.008025 || Task Loss: 0.1822 || KD Loss: 0.0513|| 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: 3 days, 17:47:07 || Estimated Time: 2 days, 3:03:41
2023-07-31 07:30:32,077 semantic_segmentation INFO: Iters: 95630/150000 || Lr: 0.008024 || Task Loss: 0.1942 || KD Loss: 0.0391|| 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: 3 days, 17:47:38 || Estimated Time: 2 days, 3:03:06
2023-07-31 07:31:03,514 semantic_segmentation INFO: Iters: 95640/150000 || Lr: 0.008022 || Task Loss: 0.2141 || KD Loss: 0.0365|| 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: 3 days, 17:48:10 || Estimated Time: 2 days, 3:02:31
2023-07-31 07:31:34,930 semantic_segmentation INFO: Iters: 95650/150000 || Lr: 0.008021 || Task Loss: 0.1861 || KD Loss: 0.0347|| 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: 3 days, 17:48:41 || Estimated Time: 2 days, 3:01:56
2023-07-31 07:32:06,361 semantic_segmentation INFO: Iters: 95660/150000 || Lr: 0.008020 || Task Loss: 0.2114 || KD Loss: 0.0589|| 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: 3 days, 17:49:13 || Estimated Time: 2 days, 3:01:21
2023-07-31 07:32:37,795 semantic_segmentation INFO: Iters: 95670/150000 || Lr: 0.008018 || Task Loss: 0.2029 || KD Loss: 0.0608|| 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: 3 days, 17:49:44 || Estimated Time: 2 days, 3:00:46
2023-07-31 07:33:09,243 semantic_segmentation INFO: Iters: 95680/150000 || Lr: 0.008017 || Task Loss: 0.2163 || KD Loss: 0.0524|| 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: 3 days, 17:50:16 || Estimated Time: 2 days, 3:00:11
2023-07-31 07:33:40,681 semantic_segmentation INFO: Iters: 95690/150000 || Lr: 0.008016 || Task Loss: 0.1277 || KD Loss: 0.0299|| 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: 3 days, 17:50:47 || Estimated Time: 2 days, 2:59:35
2023-07-31 07:34:12,120 semantic_segmentation INFO: Iters: 95700/150000 || Lr: 0.008014 || Task Loss: 0.2063 || KD Loss: 0.0477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 17:51:18 || Estimated Time: 2 days, 2:59:00
2023-07-31 07:34:43,566 semantic_segmentation INFO: Iters: 95710/150000 || Lr: 0.008013 || Task Loss: 0.2593 || KD Loss: 0.0733|| 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: 3 days, 17:51:50 || Estimated Time: 2 days, 2:58:25
2023-07-31 07:35:14,974 semantic_segmentation INFO: Iters: 95720/150000 || Lr: 0.008012 || Task Loss: 0.1865 || KD Loss: 0.0376|| 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: 3 days, 17:52:21 || Estimated Time: 2 days, 2:57:50
2023-07-31 07:35:46,444 semantic_segmentation INFO: Iters: 95730/150000 || Lr: 0.008010 || Task Loss: 0.1468 || KD Loss: 0.0515|| 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: 3 days, 17:52:53 || Estimated Time: 2 days, 2:57:15
2023-07-31 07:36:17,891 semantic_segmentation INFO: Iters: 95740/150000 || Lr: 0.008009 || Task Loss: 0.1137 || KD Loss: 0.0295|| 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: 3 days, 17:53:24 || Estimated Time: 2 days, 2:56:40
2023-07-31 07:36:49,307 semantic_segmentation INFO: Iters: 95750/150000 || Lr: 0.008008 || Task Loss: 0.1488 || KD Loss: 0.0333|| 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: 3 days, 17:53:56 || Estimated Time: 2 days, 2:56:05
2023-07-31 07:37:20,765 semantic_segmentation INFO: Iters: 95760/150000 || Lr: 0.008007 || Task Loss: 0.1721 || KD Loss: 0.0321|| 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: 3 days, 17:54:27 || Estimated Time: 2 days, 2:55:29
2023-07-31 07:37:52,192 semantic_segmentation INFO: Iters: 95770/150000 || Lr: 0.008005 || Task Loss: 0.1713 || KD Loss: 0.0400|| 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: 3 days, 17:54:59 || Estimated Time: 2 days, 2:54:54
2023-07-31 07:38:23,644 semantic_segmentation INFO: Iters: 95780/150000 || Lr: 0.008004 || Task Loss: 0.1942 || KD Loss: 0.0554|| 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 days, 17:55:30 || Estimated Time: 2 days, 2:54:19
2023-07-31 07:38:55,073 semantic_segmentation INFO: Iters: 95790/150000 || Lr: 0.008003 || Task Loss: 0.1771 || KD Loss: 0.0563|| 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: 3 days, 17:56:01 || Estimated Time: 2 days, 2:53:44
2023-07-31 07:39:26,502 semantic_segmentation INFO: Iters: 95800/150000 || Lr: 0.008001 || Task Loss: 0.2883 || KD Loss: 0.1364|| 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: 3 days, 17:56:33 || Estimated Time: 2 days, 2:53:09
2023-07-31 07:39:57,962 semantic_segmentation INFO: Iters: 95810/150000 || Lr: 0.008000 || Task Loss: 0.2142 || KD Loss: 0.0585|| 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: 3 days, 17:57:04 || Estimated Time: 2 days, 2:52:34
2023-07-31 07:40:29,379 semantic_segmentation INFO: Iters: 95820/150000 || Lr: 0.007999 || Task Loss: 0.1618 || KD Loss: 0.0354|| 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: 3 days, 17:57:36 || Estimated Time: 2 days, 2:51:59
2023-07-31 07:41:00,841 semantic_segmentation INFO: Iters: 95830/150000 || Lr: 0.007997 || Task Loss: 0.1831 || KD Loss: 0.0413|| 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: 3 days, 17:58:07 || Estimated Time: 2 days, 2:51:23
2023-07-31 07:41:32,246 semantic_segmentation INFO: Iters: 95840/150000 || Lr: 0.007996 || Task Loss: 0.1949 || KD Loss: 0.0492|| 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: 3 days, 17:58:39 || Estimated Time: 2 days, 2:50:48
2023-07-31 07:42:03,683 semantic_segmentation INFO: Iters: 95850/150000 || Lr: 0.007995 || Task Loss: 0.2540 || KD Loss: 0.0689|| 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: 3 days, 17:59:10 || Estimated Time: 2 days, 2:50:13
2023-07-31 07:42:35,146 semantic_segmentation INFO: Iters: 95860/150000 || Lr: 0.007993 || Task Loss: 0.2502 || KD Loss: 0.0533|| 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: 3 days, 17:59:42 || Estimated Time: 2 days, 2:49:38
2023-07-31 07:43:06,616 semantic_segmentation INFO: Iters: 95870/150000 || Lr: 0.007992 || Task Loss: 0.2323 || KD Loss: 0.0664|| 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: 3 days, 18:00:13 || Estimated Time: 2 days, 2:49:03
2023-07-31 07:43:38,029 semantic_segmentation INFO: Iters: 95880/150000 || Lr: 0.007991 || Task Loss: 0.2200 || KD Loss: 0.0500|| 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: 3 days, 18:00:44 || Estimated Time: 2 days, 2:48:28
2023-07-31 07:44:09,457 semantic_segmentation INFO: Iters: 95890/150000 || Lr: 0.007989 || Task Loss: 0.2128 || KD Loss: 0.0522|| 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: 3 days, 18:01:16 || Estimated Time: 2 days, 2:47:53
2023-07-31 07:44:40,921 semantic_segmentation INFO: Iters: 95900/150000 || Lr: 0.007988 || Task Loss: 0.2003 || KD Loss: 0.0315|| 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: 3 days, 18:01:47 || Estimated Time: 2 days, 2:47:18
2023-07-31 07:45:12,331 semantic_segmentation INFO: Iters: 95910/150000 || Lr: 0.007987 || Task Loss: 0.2059 || KD Loss: 0.0464|| 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: 3 days, 18:02:19 || Estimated Time: 2 days, 2:46:42
2023-07-31 07:45:43,865 semantic_segmentation INFO: Iters: 95920/150000 || Lr: 0.007985 || Task Loss: 0.2114 || KD Loss: 0.0524|| 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: 3 days, 18:02:50 || Estimated Time: 2 days, 2:46:07
2023-07-31 07:46:15,304 semantic_segmentation INFO: Iters: 95930/150000 || Lr: 0.007984 || Task Loss: 0.1622 || KD Loss: 0.0396|| 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: 3 days, 18:03:22 || Estimated Time: 2 days, 2:45:32
2023-07-31 07:46:46,749 semantic_segmentation INFO: Iters: 95940/150000 || Lr: 0.007983 || Task Loss: 0.1991 || KD Loss: 0.0446|| 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: 3 days, 18:03:53 || Estimated Time: 2 days, 2:44:57
2023-07-31 07:47:18,242 semantic_segmentation INFO: Iters: 95950/150000 || Lr: 0.007981 || Task Loss: 0.3004 || KD Loss: 0.1072|| 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: 3 days, 18:04:25 || Estimated Time: 2 days, 2:44:22
2023-07-31 07:47:49,726 semantic_segmentation INFO: Iters: 95960/150000 || Lr: 0.007980 || Task Loss: 0.1666 || KD Loss: 0.0386|| 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: 3 days, 18:04:56 || Estimated Time: 2 days, 2:43:47
2023-07-31 07:48:21,153 semantic_segmentation INFO: Iters: 95970/150000 || Lr: 0.007979 || Task Loss: 0.1571 || KD Loss: 0.0310|| 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: 3 days, 18:05:28 || Estimated Time: 2 days, 2:43:12
2023-07-31 07:48:52,567 semantic_segmentation INFO: Iters: 95980/150000 || Lr: 0.007977 || Task Loss: 0.1684 || KD Loss: 0.0564|| 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: 3 days, 18:05:59 || Estimated Time: 2 days, 2:42:37
2023-07-31 07:49:24,016 semantic_segmentation INFO: Iters: 95990/150000 || Lr: 0.007976 || Task Loss: 0.1963 || KD Loss: 0.0561|| 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: 3 days, 18:06:30 || Estimated Time: 2 days, 2:42:02
2023-07-31 07:49:55,460 semantic_segmentation INFO: Iters: 96000/150000 || Lr: 0.007975 || Task Loss: 0.2271 || KD Loss: 0.0568|| 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: 3 days, 18:07:02 || Estimated Time: 2 days, 2:41:26
2023-07-31 07:49:55,526 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 07:49:56,447 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.410
2023-07-31 07:49:56,551 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.511
2023-07-31 07:49:56,655 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.522
2023-07-31 07:49:56,760 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.546
2023-07-31 07:49:56,864 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.538
2023-07-31 07:49:56,969 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.539
2023-07-31 07:49:57,075 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.582
2023-07-31 07:49:57,181 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.974, mIoU: 0.632
2023-07-31 07:49:57,288 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.674
2023-07-31 07:49:57,397 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.723
2023-07-31 07:49:57,504 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.970, mIoU: 0.730
2023-07-31 07:49:57,612 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.735
2023-07-31 07:49:57,720 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.732
2023-07-31 07:49:57,825 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.721
2023-07-31 07:49:57,928 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.721
2023-07-31 07:49:58,031 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.710
2023-07-31 07:49:58,136 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.709
2023-07-31 07:49:58,238 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.708
2023-07-31 07:49:58,341 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.715
2023-07-31 07:49:58,444 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.721
2023-07-31 07:49:58,546 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.721
2023-07-31 07:49:58,649 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.693
2023-07-31 07:49:58,752 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.695
2023-07-31 07:49:58,855 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.703
2023-07-31 07:49:58,959 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-31 07:49:59,062 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-31 07:49:59,165 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.704
2023-07-31 07:49:59,269 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.699
2023-07-31 07:49:59,376 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.709
2023-07-31 07:49:59,482 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-31 07:49:59,590 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-31 07:49:59,702 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.710
2023-07-31 07:49:59,805 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.947, mIoU: 0.712
2023-07-31 07:49:59,908 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.947, mIoU: 0.709
2023-07-31 07:50:00,013 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-31 07:50:00,124 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-31 07:50:00,226 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-31 07:50:00,330 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.946, mIoU: 0.705
2023-07-31 07:50:00,437 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.946, mIoU: 0.699
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2023-07-31 07:50:00,968 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.948, mIoU: 0.701
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2023-07-31 07:50:02,018 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.706
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2023-07-31 07:50:02,847 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.718
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2023-07-31 07:50:41,975 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.950, mIoU: 0.713
2023-07-31 07:50:42,081 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.950, mIoU: 0.713
2023-07-31 07:50:42,185 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.950, mIoU: 0.713
2023-07-31 07:50:42,290 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.950, mIoU: 0.713
2023-07-31 07:50:42,396 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.950, mIoU: 0.713
2023-07-31 07:50:42,502 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.951, mIoU: 0.713
2023-07-31 07:50:42,610 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.951, mIoU: 0.713
2023-07-31 07:50:42,719 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.951, mIoU: 0.713
2023-07-31 07:50:42,825 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.951, mIoU: 0.713
2023-07-31 07:50:42,932 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.951, mIoU: 0.713
2023-07-31 07:50:43,042 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.951, mIoU: 0.713
2023-07-31 07:50:43,152 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.951, mIoU: 0.713
2023-07-31 07:50:43,260 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.951, mIoU: 0.713
2023-07-31 07:50:43,369 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.951, mIoU: 0.713
2023-07-31 07:50:43,479 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.951, mIoU: 0.713
2023-07-31 07:50:43,588 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.951, mIoU: 0.713
2023-07-31 07:50:43,691 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.951, mIoU: 0.714
2023-07-31 07:50:43,794 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.951, mIoU: 0.714
2023-07-31 07:50:43,899 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.951, mIoU: 0.714
2023-07-31 07:50:44,004 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.951, mIoU: 0.714
2023-07-31 07:50:44,109 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.951, mIoU: 0.713
2023-07-31 07:50:44,213 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.951, mIoU: 0.713
2023-07-31 07:50:44,318 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.951, mIoU: 0.714
2023-07-31 07:50:44,422 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.951, mIoU: 0.714
2023-07-31 07:50:44,525 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.951, mIoU: 0.714
2023-07-31 07:50:44,631 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.951, mIoU: 0.715
2023-07-31 07:50:44,735 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.951, mIoU: 0.715
2023-07-31 07:50:44,839 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.951, mIoU: 0.715
2023-07-31 07:50:44,940 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.951, mIoU: 0.716
2023-07-31 07:50:45,046 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.951, mIoU: 0.716
2023-07-31 07:50:45,151 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.951, mIoU: 0.716
2023-07-31 07:50:45,256 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.951, mIoU: 0.716
2023-07-31 07:50:45,360 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-31 07:50:45,467 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-31 07:50:45,578 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-31 07:50:45,684 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.952, mIoU: 0.717
2023-07-31 07:50:45,789 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-31 07:50:45,899 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-31 07:50:46,009 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-31 07:50:46,120 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-31 07:50:46,226 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-31 07:50:46,333 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-31 07:50:46,440 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-31 07:50:46,543 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-31 07:50:46,649 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-31 07:50:46,756 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-31 07:50:46,863 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.952, mIoU: 0.717
2023-07-31 07:50:46,969 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-31 07:50:47,076 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-31 07:50:47,181 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-31 07:50:47,287 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-31 07:50:47,390 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-31 07:50:47,495 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-31 07:50:47,597 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-31 07:50:47,699 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.952, mIoU: 0.717
2023-07-31 07:50:47,801 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.952, mIoU: 0.717
2023-07-31 07:50:47,904 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.952, mIoU: 0.717
2023-07-31 07:50:48,006 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.952, mIoU: 0.717
2023-07-31 07:50:48,112 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.952, mIoU: 0.717
2023-07-31 07:50:48,215 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.952, mIoU: 0.717
2023-07-31 07:50:48,318 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.952, mIoU: 0.717
2023-07-31 07:50:48,420 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.952, mIoU: 0.717
2023-07-31 07:50:48,523 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.952, mIoU: 0.717
2023-07-31 07:50:48,627 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.952, mIoU: 0.718
2023-07-31 07:50:48,731 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.952, mIoU: 0.718
2023-07-31 07:50:48,837 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.952, mIoU: 0.718
2023-07-31 07:50:48,945 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.952, mIoU: 0.718
2023-07-31 07:50:49,059 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.952, mIoU: 0.718
2023-07-31 07:50:49,168 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.952, mIoU: 0.718
2023-07-31 07:51:21,031 semantic_segmentation INFO: Iters: 96010/150000 || Lr: 0.007973 || Task Loss: 0.1635 || KD Loss: 0.0350|| 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: 3 days, 18:08:27 || Estimated Time: 2 days, 2:41:22
2023-07-31 07:51:52,463 semantic_segmentation INFO: Iters: 96020/150000 || Lr: 0.007972 || Task Loss: 0.2367 || KD Loss: 0.0810|| 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: 3 days, 18:08:59 || Estimated Time: 2 days, 2:40:47
2023-07-31 07:52:23,889 semantic_segmentation INFO: Iters: 96030/150000 || Lr: 0.007971 || Task Loss: 0.1922 || KD Loss: 0.0355|| 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: 3 days, 18:09:30 || Estimated Time: 2 days, 2:40:11
2023-07-31 07:52:55,251 semantic_segmentation INFO: Iters: 96040/150000 || Lr: 0.007969 || Task Loss: 0.1788 || KD Loss: 0.0479|| 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: 3 days, 18:10:02 || Estimated Time: 2 days, 2:39:36
2023-07-31 07:53:26,727 semantic_segmentation INFO: Iters: 96050/150000 || Lr: 0.007968 || Task Loss: 0.2316 || KD Loss: 0.0459|| 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: 3 days, 18:10:33 || Estimated Time: 2 days, 2:39:01
2023-07-31 07:53:58,192 semantic_segmentation INFO: Iters: 96060/150000 || Lr: 0.007967 || Task Loss: 0.2470 || KD Loss: 0.0527|| 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: 3 days, 18:11:05 || Estimated Time: 2 days, 2:38:26
2023-07-31 07:54:29,629 semantic_segmentation INFO: Iters: 96070/150000 || Lr: 0.007965 || Task Loss: 0.1852 || KD Loss: 0.0414|| 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: 3 days, 18:11:36 || Estimated Time: 2 days, 2:37:51
2023-07-31 07:55:01,079 semantic_segmentation INFO: Iters: 96080/150000 || Lr: 0.007964 || Task Loss: 0.2107 || KD Loss: 0.0481|| 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: 3 days, 18:12:07 || Estimated Time: 2 days, 2:37:16
2023-07-31 07:55:32,514 semantic_segmentation INFO: Iters: 96090/150000 || Lr: 0.007963 || Task Loss: 0.1852 || KD Loss: 0.0424|| 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: 3 days, 18:12:39 || Estimated Time: 2 days, 2:36:41
2023-07-31 07:56:03,967 semantic_segmentation INFO: Iters: 96100/150000 || Lr: 0.007961 || Task Loss: 0.1244 || KD Loss: 0.0318|| 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: 3 days, 18:13:10 || Estimated Time: 2 days, 2:36:06
2023-07-31 07:56:35,415 semantic_segmentation INFO: Iters: 96110/150000 || Lr: 0.007960 || Task Loss: 0.1575 || KD Loss: 0.0299|| 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: 3 days, 18:13:42 || Estimated Time: 2 days, 2:35:31
2023-07-31 07:57:06,851 semantic_segmentation INFO: Iters: 96120/150000 || Lr: 0.007959 || Task Loss: 0.2254 || KD Loss: 0.0469|| 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: 3 days, 18:14:13 || Estimated Time: 2 days, 2:34:55
2023-07-31 07:57:38,377 semantic_segmentation INFO: Iters: 96130/150000 || Lr: 0.007957 || Task Loss: 0.1910 || KD Loss: 0.0533|| 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: 3 days, 18:14:45 || Estimated Time: 2 days, 2:34:20
2023-07-31 07:58:09,828 semantic_segmentation INFO: Iters: 96140/150000 || Lr: 0.007956 || Task Loss: 0.1962 || KD Loss: 0.0470|| 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 days, 18:15:16 || Estimated Time: 2 days, 2:33:45
2023-07-31 07:58:41,277 semantic_segmentation INFO: Iters: 96150/150000 || Lr: 0.007955 || Task Loss: 0.1597 || KD Loss: 0.0480|| 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: 3 days, 18:15:48 || Estimated Time: 2 days, 2:33:10
2023-07-31 07:59:12,665 semantic_segmentation INFO: Iters: 96160/150000 || Lr: 0.007953 || Task Loss: 0.1783 || KD Loss: 0.0421|| 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: 3 days, 18:16:19 || Estimated Time: 2 days, 2:32:35
2023-07-31 07:59:44,124 semantic_segmentation INFO: Iters: 96170/150000 || Lr: 0.007952 || Task Loss: 0.1897 || KD Loss: 0.0443|| 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: 3 days, 18:16:50 || Estimated Time: 2 days, 2:32:00
2023-07-31 08:00:15,583 semantic_segmentation INFO: Iters: 96180/150000 || Lr: 0.007951 || Task Loss: 0.2171 || KD Loss: 0.0788|| 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: 3 days, 18:17:22 || Estimated Time: 2 days, 2:31:25
2023-07-31 08:00:47,039 semantic_segmentation INFO: Iters: 96190/150000 || Lr: 0.007949 || Task Loss: 0.2318 || KD Loss: 0.0399|| 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: 3 days, 18:17:53 || Estimated Time: 2 days, 2:30:50
2023-07-31 08:01:18,539 semantic_segmentation INFO: Iters: 96200/150000 || Lr: 0.007948 || Task Loss: 0.1565 || KD Loss: 0.0360|| 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: 3 days, 18:18:25 || Estimated Time: 2 days, 2:30:15
2023-07-31 08:01:49,986 semantic_segmentation INFO: Iters: 96210/150000 || Lr: 0.007947 || Task Loss: 0.1990 || KD Loss: 0.0412|| 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: 3 days, 18:18:56 || Estimated Time: 2 days, 2:29:39
2023-07-31 08:02:21,496 semantic_segmentation INFO: Iters: 96220/150000 || Lr: 0.007945 || Task Loss: 0.1512 || KD Loss: 0.0523|| 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: 3 days, 18:19:28 || Estimated Time: 2 days, 2:29:04
2023-07-31 08:02:52,995 semantic_segmentation INFO: Iters: 96230/150000 || Lr: 0.007944 || Task Loss: 0.1433 || KD Loss: 0.0359|| 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: 3 days, 18:19:59 || Estimated Time: 2 days, 2:28:29
2023-07-31 08:03:24,518 semantic_segmentation INFO: Iters: 96240/150000 || Lr: 0.007943 || Task Loss: 0.2052 || KD Loss: 0.0584|| 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: 3 days, 18:20:31 || Estimated Time: 2 days, 2:27:54
2023-07-31 08:03:55,981 semantic_segmentation INFO: Iters: 96250/150000 || Lr: 0.007941 || Task Loss: 0.2717 || KD Loss: 0.0572|| 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: 3 days, 18:21:02 || Estimated Time: 2 days, 2:27:19
2023-07-31 08:04:27,470 semantic_segmentation INFO: Iters: 96260/150000 || Lr: 0.007940 || Task Loss: 0.1384 || KD Loss: 0.0330|| 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: 3 days, 18:21:34 || Estimated Time: 2 days, 2:26:44
2023-07-31 08:04:58,930 semantic_segmentation INFO: Iters: 96270/150000 || Lr: 0.007939 || Task Loss: 0.1939 || KD Loss: 0.0375|| 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: 3 days, 18:22:05 || Estimated Time: 2 days, 2:26:09
2023-07-31 08:05:30,482 semantic_segmentation INFO: Iters: 96280/150000 || Lr: 0.007937 || Task Loss: 0.1816 || KD Loss: 0.0854|| 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: 3 days, 18:22:37 || Estimated Time: 2 days, 2:25:34
2023-07-31 08:06:01,982 semantic_segmentation INFO: Iters: 96290/150000 || Lr: 0.007936 || Task Loss: 0.2015 || KD Loss: 0.0409|| 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: 3 days, 18:23:08 || Estimated Time: 2 days, 2:24:59
2023-07-31 08:06:33,462 semantic_segmentation INFO: Iters: 96300/150000 || Lr: 0.007935 || Task Loss: 0.2016 || KD Loss: 0.0754|| 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: 3 days, 18:23:40 || Estimated Time: 2 days, 2:24:24
2023-07-31 08:07:04,909 semantic_segmentation INFO: Iters: 96310/150000 || Lr: 0.007933 || Task Loss: 0.2087 || KD Loss: 0.0567|| 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: 3 days, 18:24:11 || Estimated Time: 2 days, 2:23:49
2023-07-31 08:07:36,423 semantic_segmentation INFO: Iters: 96320/150000 || Lr: 0.007932 || Task Loss: 0.1252 || KD Loss: 0.0260|| 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: 3 days, 18:24:43 || Estimated Time: 2 days, 2:23:14
2023-07-31 08:08:07,987 semantic_segmentation INFO: Iters: 96330/150000 || Lr: 0.007931 || Task Loss: 0.2130 || KD Loss: 0.0500|| 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: 3 days, 18:25:14 || Estimated Time: 2 days, 2:22:39
2023-07-31 08:08:39,517 semantic_segmentation INFO: Iters: 96340/150000 || Lr: 0.007929 || Task Loss: 0.1655 || KD Loss: 0.0379|| 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: 3 days, 18:25:46 || Estimated Time: 2 days, 2:22:04
2023-07-31 08:09:11,017 semantic_segmentation INFO: Iters: 96350/150000 || Lr: 0.007928 || Task Loss: 0.2412 || KD Loss: 0.0429|| 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 days, 18:26:17 || Estimated Time: 2 days, 2:21:28
2023-07-31 08:09:42,502 semantic_segmentation INFO: Iters: 96360/150000 || Lr: 0.007927 || Task Loss: 0.1872 || KD Loss: 0.0376|| 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: 3 days, 18:26:49 || Estimated Time: 2 days, 2:20:53
2023-07-31 08:10:14,043 semantic_segmentation INFO: Iters: 96370/150000 || Lr: 0.007925 || Task Loss: 0.1412 || KD Loss: 0.0505|| 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: 3 days, 18:27:20 || Estimated Time: 2 days, 2:20:18
2023-07-31 08:10:45,526 semantic_segmentation INFO: Iters: 96380/150000 || Lr: 0.007924 || Task Loss: 0.2280 || KD Loss: 0.0673|| 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: 3 days, 18:27:52 || Estimated Time: 2 days, 2:19:43
2023-07-31 08:11:17,043 semantic_segmentation INFO: Iters: 96390/150000 || Lr: 0.007923 || Task Loss: 0.1868 || KD Loss: 0.0410|| 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: 3 days, 18:28:23 || Estimated Time: 2 days, 2:19:08
2023-07-31 08:11:48,559 semantic_segmentation INFO: Iters: 96400/150000 || Lr: 0.007921 || Task Loss: 0.2260 || KD Loss: 0.0638|| 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: 3 days, 18:28:55 || Estimated Time: 2 days, 2:18:33
2023-07-31 08:12:20,129 semantic_segmentation INFO: Iters: 96410/150000 || Lr: 0.007920 || Task Loss: 0.2095 || KD Loss: 0.0509|| 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: 3 days, 18:29:26 || Estimated Time: 2 days, 2:17:58
2023-07-31 08:12:51,618 semantic_segmentation INFO: Iters: 96420/150000 || Lr: 0.007919 || Task Loss: 0.2000 || KD Loss: 0.0425|| 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: 3 days, 18:29:58 || Estimated Time: 2 days, 2:17:23
2023-07-31 08:13:23,169 semantic_segmentation INFO: Iters: 96430/150000 || Lr: 0.007917 || Task Loss: 0.1661 || KD Loss: 0.0444|| 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: 3 days, 18:30:30 || Estimated Time: 2 days, 2:16:48
2023-07-31 08:13:54,666 semantic_segmentation INFO: Iters: 96440/150000 || Lr: 0.007916 || Task Loss: 0.1733 || KD Loss: 0.0442|| 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 days, 18:31:01 || Estimated Time: 2 days, 2:16:13
2023-07-31 08:14:26,194 semantic_segmentation INFO: Iters: 96450/150000 || Lr: 0.007915 || Task Loss: 0.2102 || KD Loss: 0.0734|| 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: 3 days, 18:31:33 || Estimated Time: 2 days, 2:15:38
2023-07-31 08:14:57,741 semantic_segmentation INFO: Iters: 96460/150000 || Lr: 0.007913 || Task Loss: 0.1385 || KD Loss: 0.0305|| 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: 3 days, 18:32:04 || Estimated Time: 2 days, 2:15:03
2023-07-31 08:15:29,224 semantic_segmentation INFO: Iters: 96470/150000 || Lr: 0.007912 || Task Loss: 0.1965 || KD Loss: 0.0438|| 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: 3 days, 18:32:36 || Estimated Time: 2 days, 2:14:28
2023-07-31 08:16:00,699 semantic_segmentation INFO: Iters: 96480/150000 || Lr: 0.007911 || Task Loss: 0.1926 || KD Loss: 0.0448|| 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: 3 days, 18:33:07 || Estimated Time: 2 days, 2:13:53
2023-07-31 08:16:32,205 semantic_segmentation INFO: Iters: 96490/150000 || Lr: 0.007909 || Task Loss: 0.1967 || KD Loss: 0.0588|| 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: 3 days, 18:33:39 || Estimated Time: 2 days, 2:13:18
2023-07-31 08:17:03,694 semantic_segmentation INFO: Iters: 96500/150000 || Lr: 0.007908 || Task Loss: 0.1401 || KD Loss: 0.0314|| 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: 3 days, 18:34:10 || Estimated Time: 2 days, 2:12:43
2023-07-31 08:17:35,232 semantic_segmentation INFO: Iters: 96510/150000 || Lr: 0.007907 || Task Loss: 0.2491 || KD Loss: 0.0493|| 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: 3 days, 18:34:42 || Estimated Time: 2 days, 2:12:08
2023-07-31 08:18:06,738 semantic_segmentation INFO: Iters: 96520/150000 || Lr: 0.007905 || Task Loss: 0.2100 || KD Loss: 0.0453|| 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: 3 days, 18:35:13 || Estimated Time: 2 days, 2:11:33
2023-07-31 08:18:38,229 semantic_segmentation INFO: Iters: 96530/150000 || Lr: 0.007904 || Task Loss: 0.2247 || KD Loss: 0.0589|| 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: 3 days, 18:35:45 || Estimated Time: 2 days, 2:10:58
2023-07-31 08:19:09,688 semantic_segmentation INFO: Iters: 96540/150000 || Lr: 0.007903 || Task Loss: 0.2702 || KD Loss: 0.0848|| 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: 3 days, 18:36:16 || Estimated Time: 2 days, 2:10:22
2023-07-31 08:19:41,185 semantic_segmentation INFO: Iters: 96550/150000 || Lr: 0.007901 || Task Loss: 0.1917 || KD Loss: 0.0567|| 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: 3 days, 18:36:48 || Estimated Time: 2 days, 2:09:47
2023-07-31 08:20:12,715 semantic_segmentation INFO: Iters: 96560/150000 || Lr: 0.007900 || Task Loss: 0.1471 || KD Loss: 0.0305|| 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: 3 days, 18:37:19 || Estimated Time: 2 days, 2:09:12
2023-07-31 08:20:44,252 semantic_segmentation INFO: Iters: 96570/150000 || Lr: 0.007899 || Task Loss: 0.2221 || KD Loss: 0.0519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 18:37:51 || Estimated Time: 2 days, 2:08:37
2023-07-31 08:21:15,798 semantic_segmentation INFO: Iters: 96580/150000 || Lr: 0.007897 || Task Loss: 0.1580 || KD Loss: 0.0386|| 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: 3 days, 18:38:22 || Estimated Time: 2 days, 2:08:02
2023-07-31 08:21:47,330 semantic_segmentation INFO: Iters: 96590/150000 || Lr: 0.007896 || Task Loss: 0.2250 || KD Loss: 0.0494|| 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: 3 days, 18:38:54 || Estimated Time: 2 days, 2:07:27
2023-07-31 08:22:18,933 semantic_segmentation INFO: Iters: 96600/150000 || Lr: 0.007895 || Task Loss: 0.2258 || KD Loss: 0.0547|| 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: 3 days, 18:39:25 || Estimated Time: 2 days, 2:06:52
2023-07-31 08:22:50,420 semantic_segmentation INFO: Iters: 96610/150000 || Lr: 0.007893 || Task Loss: 0.1721 || KD Loss: 0.0497|| 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: 3 days, 18:39:57 || Estimated Time: 2 days, 2:06:17
2023-07-31 08:23:22,010 semantic_segmentation INFO: Iters: 96620/150000 || Lr: 0.007892 || Task Loss: 0.2706 || KD Loss: 0.0709|| 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: 3 days, 18:40:28 || Estimated Time: 2 days, 2:05:42
2023-07-31 08:23:53,580 semantic_segmentation INFO: Iters: 96630/150000 || Lr: 0.007891 || Task Loss: 0.1541 || KD Loss: 0.0272|| 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: 3 days, 18:41:00 || Estimated Time: 2 days, 2:05:07
2023-07-31 08:24:25,050 semantic_segmentation INFO: Iters: 96640/150000 || Lr: 0.007889 || Task Loss: 0.2306 || KD Loss: 0.0609|| 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: 3 days, 18:41:31 || Estimated Time: 2 days, 2:04:32
2023-07-31 08:24:56,599 semantic_segmentation INFO: Iters: 96650/150000 || Lr: 0.007888 || Task Loss: 0.1816 || KD Loss: 0.0437|| 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: 3 days, 18:42:03 || Estimated Time: 2 days, 2:03:57
2023-07-31 08:25:28,151 semantic_segmentation INFO: Iters: 96660/150000 || Lr: 0.007887 || Task Loss: 0.1880 || KD Loss: 0.0308|| 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: 3 days, 18:42:35 || Estimated Time: 2 days, 2:03:22
2023-07-31 08:25:59,645 semantic_segmentation INFO: Iters: 96670/150000 || Lr: 0.007886 || Task Loss: 0.1735 || KD Loss: 0.0329|| 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: 3 days, 18:43:06 || Estimated Time: 2 days, 2:02:47
2023-07-31 08:26:31,197 semantic_segmentation INFO: Iters: 96680/150000 || Lr: 0.007884 || Task Loss: 0.1670 || KD Loss: 0.0400|| 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: 3 days, 18:43:38 || Estimated Time: 2 days, 2:02:12
2023-07-31 08:27:02,725 semantic_segmentation INFO: Iters: 96690/150000 || Lr: 0.007883 || Task Loss: 0.2055 || KD Loss: 0.0419|| 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: 3 days, 18:44:09 || Estimated Time: 2 days, 2:01:37
2023-07-31 08:27:34,184 semantic_segmentation INFO: Iters: 96700/150000 || Lr: 0.007882 || Task Loss: 0.1808 || KD Loss: 0.0657|| 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: 3 days, 18:44:41 || Estimated Time: 2 days, 2:01:02
2023-07-31 08:28:05,802 semantic_segmentation INFO: Iters: 96710/150000 || Lr: 0.007880 || Task Loss: 0.2693 || KD Loss: 0.0669|| 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 days, 18:45:12 || Estimated Time: 2 days, 2:00:27
2023-07-31 08:28:37,346 semantic_segmentation INFO: Iters: 96720/150000 || Lr: 0.007879 || Task Loss: 0.1595 || KD Loss: 0.0376|| 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: 3 days, 18:45:44 || Estimated Time: 2 days, 1:59:52
2023-07-31 08:29:08,808 semantic_segmentation INFO: Iters: 96730/150000 || Lr: 0.007878 || Task Loss: 0.2502 || KD Loss: 0.0691|| 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: 3 days, 18:46:15 || Estimated Time: 2 days, 1:59:17
2023-07-31 08:29:40,360 semantic_segmentation INFO: Iters: 96740/150000 || Lr: 0.007876 || Task Loss: 0.1694 || KD Loss: 0.0396|| 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: 3 days, 18:46:47 || Estimated Time: 2 days, 1:58:42
2023-07-31 08:30:11,896 semantic_segmentation INFO: Iters: 96750/150000 || Lr: 0.007875 || Task Loss: 0.2011 || KD Loss: 0.0459|| 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: 3 days, 18:47:18 || Estimated Time: 2 days, 1:58:07
2023-07-31 08:30:43,436 semantic_segmentation INFO: Iters: 96760/150000 || Lr: 0.007874 || Task Loss: 0.2596 || KD Loss: 0.1109|| 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: 3 days, 18:47:50 || Estimated Time: 2 days, 1:57:32
2023-07-31 08:31:14,948 semantic_segmentation INFO: Iters: 96770/150000 || Lr: 0.007872 || Task Loss: 0.2350 || KD Loss: 0.0635|| 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: 3 days, 18:48:21 || Estimated Time: 2 days, 1:56:57
2023-07-31 08:31:46,443 semantic_segmentation INFO: Iters: 96780/150000 || Lr: 0.007871 || Task Loss: 0.1764 || KD Loss: 0.0333|| 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: 3 days, 18:48:53 || Estimated Time: 2 days, 1:56:22
2023-07-31 08:32:17,925 semantic_segmentation INFO: Iters: 96790/150000 || Lr: 0.007870 || Task Loss: 0.2814 || KD Loss: 0.0736|| 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 days, 18:49:24 || Estimated Time: 2 days, 1:55:47
2023-07-31 08:32:49,466 semantic_segmentation INFO: Iters: 96800/150000 || Lr: 0.007868 || Task Loss: 0.1646 || KD Loss: 0.0487|| 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: 3 days, 18:49:56 || Estimated Time: 2 days, 1:55:12
2023-07-31 08:32:49,533 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 08:32:50,406 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.412
2023-07-31 08:32:50,511 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.509
2023-07-31 08:32:50,617 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.516
2023-07-31 08:32:50,721 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.539
2023-07-31 08:32:50,824 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.540
2023-07-31 08:32:50,928 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.545
2023-07-31 08:32:51,033 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.586
2023-07-31 08:32:51,136 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.628
2023-07-31 08:32:51,242 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.665
2023-07-31 08:32:51,349 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.717
2023-07-31 08:32:51,456 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.722
2023-07-31 08:32:51,566 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.747
2023-07-31 08:32:51,670 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.748
2023-07-31 08:32:51,774 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.740
2023-07-31 08:32:51,881 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.739
2023-07-31 08:32:51,988 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.727
2023-07-31 08:32:52,093 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.726
2023-07-31 08:32:52,200 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.727
2023-07-31 08:32:52,306 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.733
2023-07-31 08:32:52,412 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.740
2023-07-31 08:32:52,518 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.740
2023-07-31 08:32:52,627 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-31 08:32:52,732 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-31 08:32:52,835 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.743
2023-07-31 08:32:52,938 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.757
2023-07-31 08:32:53,040 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.758
2023-07-31 08:32:53,145 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.746
2023-07-31 08:32:53,251 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 08:32:53,358 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.744
2023-07-31 08:32:53,463 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.750
2023-07-31 08:32:53,570 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.749
2023-07-31 08:32:53,672 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.746
2023-07-31 08:32:53,775 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.746
2023-07-31 08:32:53,880 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.745
2023-07-31 08:32:53,986 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.747
2023-07-31 08:32:54,089 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.745
2023-07-31 08:32:54,192 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 08:32:54,294 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 08:32:54,398 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-31 08:32:54,501 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 08:32:54,608 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-31 08:32:54,711 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 08:32:54,814 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 08:32:54,922 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-31 08:32:55,029 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-31 08:32:55,137 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 08:32:55,249 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 08:32:55,358 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-31 08:32:55,461 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 08:32:55,568 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.739
2023-07-31 08:32:55,679 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 08:32:55,786 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 08:32:55,893 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.745
2023-07-31 08:32:56,000 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.747
2023-07-31 08:32:56,107 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.745
2023-07-31 08:32:56,216 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.949, mIoU: 0.745
2023-07-31 08:32:56,323 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.746
2023-07-31 08:32:56,429 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.752
2023-07-31 08:32:56,534 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.754
2023-07-31 08:32:56,641 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.752
2023-07-31 08:32:56,743 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.949, mIoU: 0.755
2023-07-31 08:32:56,846 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.949, mIoU: 0.756
2023-07-31 08:32:56,949 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.949, mIoU: 0.755
2023-07-31 08:32:57,051 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.949, mIoU: 0.757
2023-07-31 08:32:57,154 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.949, mIoU: 0.759
2023-07-31 08:32:57,258 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.949, mIoU: 0.759
2023-07-31 08:32:57,360 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.948, mIoU: 0.758
2023-07-31 08:32:57,464 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.759
2023-07-31 08:32:57,566 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.758
2023-07-31 08:32:57,673 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.948, mIoU: 0.758
2023-07-31 08:32:57,777 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.948, mIoU: 0.758
2023-07-31 08:32:57,882 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.949, mIoU: 0.757
2023-07-31 08:32:57,986 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.756
2023-07-31 08:32:58,090 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.756
2023-07-31 08:32:58,193 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.948, mIoU: 0.757
2023-07-31 08:32:58,295 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.948, mIoU: 0.756
2023-07-31 08:32:58,397 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.949, mIoU: 0.756
2023-07-31 08:32:58,499 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.755
2023-07-31 08:32:58,603 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.949, mIoU: 0.755
2023-07-31 08:32:58,709 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.949, mIoU: 0.756
2023-07-31 08:32:58,812 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.948, mIoU: 0.757
2023-07-31 08:32:58,916 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.948, mIoU: 0.756
2023-07-31 08:32:59,019 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.948, mIoU: 0.756
2023-07-31 08:32:59,122 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.947, mIoU: 0.754
2023-07-31 08:32:59,225 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-31 08:32:59,331 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-31 08:32:59,439 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-31 08:32:59,554 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-31 08:32:59,661 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-31 08:32:59,765 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-31 08:32:59,873 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.946, mIoU: 0.749
2023-07-31 08:32:59,980 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-31 08:33:00,084 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-31 08:33:00,192 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-31 08:33:00,299 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.946, mIoU: 0.752
2023-07-31 08:33:00,406 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.946, mIoU: 0.752
2023-07-31 08:33:00,513 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-31 08:33:00,620 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.946, mIoU: 0.752
2023-07-31 08:33:00,726 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-31 08:33:00,831 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-31 08:33:00,935 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.943, mIoU: 0.750
2023-07-31 08:33:01,038 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-31 08:33:01,140 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-31 08:33:01,243 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-31 08:33:01,346 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-31 08:33:01,449 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-31 08:33:01,551 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-31 08:33:01,655 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-31 08:33:01,761 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-31 08:33:01,865 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-31 08:33:01,968 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-31 08:33:02,072 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-31 08:33:02,176 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-31 08:33:02,278 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-31 08:33:02,384 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-31 08:33:02,486 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-31 08:33:02,589 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-31 08:33:02,699 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-31 08:33:02,803 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-31 08:33:02,910 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-31 08:33:03,016 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-31 08:33:03,126 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-31 08:33:03,237 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.944, mIoU: 0.749
2023-07-31 08:33:03,342 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-31 08:33:03,445 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-31 08:33:03,553 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-31 08:33:03,664 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-31 08:33:03,772 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-31 08:33:03,879 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-31 08:33:03,987 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-31 08:33:04,095 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-31 08:33:04,205 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-31 08:33:04,313 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-31 08:33:04,420 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-31 08:33:04,526 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-31 08:33:04,629 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-31 08:33:04,737 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.946, mIoU: 0.750
2023-07-31 08:33:04,841 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.945, mIoU: 0.749
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2023-07-31 08:33:25,238 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.946, mIoU: 0.735
2023-07-31 08:33:25,347 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.946, mIoU: 0.735
2023-07-31 08:33:25,456 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.946, mIoU: 0.735
2023-07-31 08:33:25,571 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.946, mIoU: 0.735
2023-07-31 08:33:25,677 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.946, mIoU: 0.735
2023-07-31 08:33:25,783 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.947, mIoU: 0.735
2023-07-31 08:33:25,894 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.947, mIoU: 0.735
2023-07-31 08:33:26,003 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.947, mIoU: 0.736
2023-07-31 08:33:26,118 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.947, mIoU: 0.736
2023-07-31 08:33:26,228 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.947, mIoU: 0.736
2023-07-31 08:33:26,334 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.947, mIoU: 0.736
2023-07-31 08:33:26,443 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.947, mIoU: 0.736
2023-07-31 08:33:26,547 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.947, mIoU: 0.737
2023-07-31 08:33:26,653 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.947, mIoU: 0.737
2023-07-31 08:33:26,758 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.947, mIoU: 0.737
2023-07-31 08:33:26,863 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.947, mIoU: 0.737
2023-07-31 08:33:26,969 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.947, mIoU: 0.737
2023-07-31 08:33:27,079 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.947, mIoU: 0.737
2023-07-31 08:33:27,183 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-31 08:33:27,289 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-31 08:33:27,394 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-31 08:33:27,503 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-31 08:33:27,615 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 08:33:27,722 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 08:33:27,828 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 08:33:27,941 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-31 08:33:28,052 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-31 08:33:28,164 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-31 08:33:28,272 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-31 08:33:28,380 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 08:33:28,488 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 08:33:28,591 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 08:33:28,694 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 08:33:28,799 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 08:33:28,905 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 08:33:29,009 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 08:33:29,116 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-31 08:33:29,221 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-31 08:33:29,329 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-31 08:33:29,440 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 08:33:29,551 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 08:33:29,660 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 08:33:29,770 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 08:33:29,877 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 08:33:29,984 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 08:33:30,092 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 08:33:30,202 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 08:33:30,309 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 08:33:30,420 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 08:33:30,530 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 08:33:30,636 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 08:33:30,744 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 08:33:30,849 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 08:33:30,955 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 08:33:31,060 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 08:33:31,166 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.949, mIoU: 0.742
2023-07-31 08:33:31,271 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.949, mIoU: 0.742
2023-07-31 08:33:31,381 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 08:33:31,494 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 08:33:31,600 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 08:33:31,707 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 08:33:31,817 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 08:33:31,928 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 08:33:32,033 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 08:33:32,140 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 08:33:32,247 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 08:33:32,356 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 08:33:32,467 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 08:33:32,577 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 08:33:32,685 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 08:33:32,792 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 08:33:32,898 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 08:33:33,002 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 08:33:33,106 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 08:33:33,214 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 08:33:33,320 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 08:33:33,427 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 08:33:33,535 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 08:33:33,644 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 08:33:33,756 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 08:33:33,862 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 08:33:33,969 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 08:33:34,075 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 08:33:34,188 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 08:33:34,297 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 08:33:34,407 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 08:33:34,517 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 08:33:34,625 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 08:33:34,732 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 08:33:34,839 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 08:33:34,944 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.951, mIoU: 0.745
2023-07-31 08:33:35,049 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 08:33:35,154 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 08:33:35,262 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.951, mIoU: 0.745
2023-07-31 08:33:35,367 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.951, mIoU: 0.745
2023-07-31 08:33:35,473 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 08:33:35,578 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 08:33:35,688 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 08:33:35,804 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 08:33:35,909 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 08:33:36,013 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 08:33:36,122 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 08:33:36,232 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 08:33:36,340 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 08:33:36,449 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 08:33:36,558 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 08:33:36,670 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 08:33:36,780 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 08:33:36,890 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 08:33:36,996 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 08:33:37,100 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 08:33:37,203 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 08:33:37,307 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 08:33:37,412 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 08:33:37,517 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 08:33:37,622 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 08:33:37,727 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 08:33:37,834 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 08:33:37,946 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 08:33:38,059 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 08:33:38,166 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 08:33:38,271 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 08:33:38,378 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 08:33:38,485 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 08:33:38,595 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 08:33:38,703 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 08:33:38,812 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 08:33:38,923 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 08:33:39,033 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 08:33:39,141 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 08:33:39,251 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 08:33:39,356 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 08:33:39,464 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 08:33:39,569 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 08:33:39,676 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 08:33:39,786 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.953, mIoU: 0.748
2023-07-31 08:33:39,896 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.953, mIoU: 0.748
2023-07-31 08:33:40,005 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 08:33:40,113 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 08:33:40,222 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 08:33:40,333 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 08:33:40,440 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 08:33:40,550 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 08:33:40,658 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 08:33:40,763 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 08:33:40,869 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 08:33:40,975 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 08:33:41,080 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 08:33:41,186 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 08:33:41,291 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 08:33:41,395 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 08:33:41,501 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 08:33:41,608 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 08:33:41,715 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 08:33:41,819 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 08:33:41,922 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 08:33:42,026 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.953, mIoU: 0.748
2023-07-31 08:33:42,131 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 08:33:42,235 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 08:33:42,342 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 08:33:42,451 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 08:33:42,561 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 08:33:42,667 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 08:33:42,772 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 08:33:42,880 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 08:33:42,990 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 08:33:43,096 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 08:33:43,202 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 08:33:43,310 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 08:33:43,417 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 08:34:15,446 semantic_segmentation INFO: Iters: 96810/150000 || Lr: 0.007867 || Task Loss: 0.1946 || KD Loss: 0.0416|| 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: 3 days, 18:51:22 || Estimated Time: 2 days, 1:55:07
2023-07-31 08:34:46,937 semantic_segmentation INFO: Iters: 96820/150000 || Lr: 0.007866 || Task Loss: 0.1929 || KD Loss: 0.0459|| 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: 3 days, 18:51:53 || Estimated Time: 2 days, 1:54:32
2023-07-31 08:35:18,413 semantic_segmentation INFO: Iters: 96830/150000 || Lr: 0.007864 || Task Loss: 0.1851 || KD Loss: 0.0419|| 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: 3 days, 18:52:25 || Estimated Time: 2 days, 1:53:57
2023-07-31 08:35:49,908 semantic_segmentation INFO: Iters: 96840/150000 || Lr: 0.007863 || Task Loss: 0.1741 || KD Loss: 0.0334|| 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: 3 days, 18:52:56 || Estimated Time: 2 days, 1:53:22
2023-07-31 08:36:21,428 semantic_segmentation INFO: Iters: 96850/150000 || Lr: 0.007862 || Task Loss: 0.1857 || KD Loss: 0.0294|| 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: 3 days, 18:53:28 || Estimated Time: 2 days, 1:52:46
2023-07-31 08:36:52,961 semantic_segmentation INFO: Iters: 96860/150000 || Lr: 0.007860 || Task Loss: 0.1757 || KD Loss: 0.0367|| 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: 3 days, 18:53:59 || Estimated Time: 2 days, 1:52:11
2023-07-31 08:37:24,520 semantic_segmentation INFO: Iters: 96870/150000 || Lr: 0.007859 || Task Loss: 0.2080 || KD Loss: 0.0377|| 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: 3 days, 18:54:31 || Estimated Time: 2 days, 1:51:36
2023-07-31 08:37:56,025 semantic_segmentation INFO: Iters: 96880/150000 || Lr: 0.007858 || Task Loss: 0.1541 || KD Loss: 0.0283|| 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: 3 days, 18:55:02 || Estimated Time: 2 days, 1:51:01
2023-07-31 08:38:27,582 semantic_segmentation INFO: Iters: 96890/150000 || Lr: 0.007856 || Task Loss: 0.1862 || KD Loss: 0.0380|| 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: 3 days, 18:55:34 || Estimated Time: 2 days, 1:50:26
2023-07-31 08:38:59,123 semantic_segmentation INFO: Iters: 96900/150000 || Lr: 0.007855 || Task Loss: 0.2410 || KD Loss: 0.0532|| 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: 3 days, 18:56:05 || Estimated Time: 2 days, 1:49:51
2023-07-31 08:39:30,672 semantic_segmentation INFO: Iters: 96910/150000 || Lr: 0.007854 || Task Loss: 0.1660 || KD Loss: 0.0353|| 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: 3 days, 18:56:37 || Estimated Time: 2 days, 1:49:16
2023-07-31 08:40:02,222 semantic_segmentation INFO: Iters: 96920/150000 || Lr: 0.007852 || Task Loss: 0.1735 || KD Loss: 0.0397|| 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: 3 days, 18:57:09 || Estimated Time: 2 days, 1:48:41
2023-07-31 08:40:33,782 semantic_segmentation INFO: Iters: 96930/150000 || Lr: 0.007851 || Task Loss: 0.1838 || KD Loss: 0.0354|| 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: 3 days, 18:57:40 || Estimated Time: 2 days, 1:48:06
2023-07-31 08:41:05,371 semantic_segmentation INFO: Iters: 96940/150000 || Lr: 0.007850 || Task Loss: 0.1931 || KD Loss: 0.0485|| 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: 3 days, 18:58:12 || Estimated Time: 2 days, 1:47:31
2023-07-31 08:41:36,939 semantic_segmentation INFO: Iters: 96950/150000 || Lr: 0.007848 || Task Loss: 0.1509 || KD Loss: 0.0349|| 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: 3 days, 18:58:43 || Estimated Time: 2 days, 1:46:56
2023-07-31 08:42:08,480 semantic_segmentation INFO: Iters: 96960/150000 || Lr: 0.007847 || Task Loss: 0.2175 || KD Loss: 0.0447|| 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: 3 days, 18:59:15 || Estimated Time: 2 days, 1:46:21
2023-07-31 08:42:40,065 semantic_segmentation INFO: Iters: 96970/150000 || Lr: 0.007846 || Task Loss: 0.2109 || KD Loss: 0.0498|| 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 days, 18:59:46 || Estimated Time: 2 days, 1:45:46
2023-07-31 08:43:11,609 semantic_segmentation INFO: Iters: 96980/150000 || Lr: 0.007844 || Task Loss: 0.0980 || KD Loss: 0.0375|| 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: 3 days, 19:00:18 || Estimated Time: 2 days, 1:45:11
2023-07-31 08:43:43,173 semantic_segmentation INFO: Iters: 96990/150000 || Lr: 0.007843 || Task Loss: 0.1907 || KD Loss: 0.0640|| 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: 3 days, 19:00:50 || Estimated Time: 2 days, 1:44:36
2023-07-31 08:44:14,772 semantic_segmentation INFO: Iters: 97000/150000 || Lr: 0.007842 || Task Loss: 0.1794 || KD Loss: 0.0691|| 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: 3 days, 19:01:21 || Estimated Time: 2 days, 1:44:01
2023-07-31 08:44:46,340 semantic_segmentation INFO: Iters: 97010/150000 || Lr: 0.007840 || Task Loss: 0.2523 || KD Loss: 0.0615|| 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: 3 days, 19:01:53 || Estimated Time: 2 days, 1:43:26
2023-07-31 08:45:17,893 semantic_segmentation INFO: Iters: 97020/150000 || Lr: 0.007839 || Task Loss: 0.2055 || KD Loss: 0.0374|| 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: 3 days, 19:02:24 || Estimated Time: 2 days, 1:42:51
2023-07-31 08:45:49,467 semantic_segmentation INFO: Iters: 97030/150000 || Lr: 0.007838 || Task Loss: 0.2187 || KD Loss: 0.0309|| 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: 3 days, 19:02:56 || Estimated Time: 2 days, 1:42:16
2023-07-31 08:46:21,044 semantic_segmentation INFO: Iters: 97040/150000 || Lr: 0.007836 || Task Loss: 0.1569 || KD Loss: 0.0329|| 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: 3 days, 19:03:27 || Estimated Time: 2 days, 1:41:41
2023-07-31 08:46:52,632 semantic_segmentation INFO: Iters: 97050/150000 || Lr: 0.007835 || Task Loss: 0.1768 || KD Loss: 0.0386|| 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: 3 days, 19:03:59 || Estimated Time: 2 days, 1:41:07
2023-07-31 08:47:24,278 semantic_segmentation INFO: Iters: 97060/150000 || Lr: 0.007834 || Task Loss: 0.2408 || KD Loss: 0.0663|| 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: 3 days, 19:04:31 || Estimated Time: 2 days, 1:40:32
2023-07-31 08:47:55,826 semantic_segmentation INFO: Iters: 97070/150000 || Lr: 0.007832 || Task Loss: 0.1739 || KD Loss: 0.0360|| 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: 3 days, 19:05:02 || Estimated Time: 2 days, 1:39:57
2023-07-31 08:48:27,414 semantic_segmentation INFO: Iters: 97080/150000 || Lr: 0.007831 || Task Loss: 0.1502 || KD Loss: 0.0402|| 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: 3 days, 19:05:34 || Estimated Time: 2 days, 1:39:22
2023-07-31 08:48:58,982 semantic_segmentation INFO: Iters: 97090/150000 || Lr: 0.007830 || Task Loss: 0.1978 || KD Loss: 0.0391|| 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: 3 days, 19:06:05 || Estimated Time: 2 days, 1:38:47
2023-07-31 08:49:30,594 semantic_segmentation INFO: Iters: 97100/150000 || Lr: 0.007828 || Task Loss: 0.2146 || KD Loss: 0.0503|| 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 days, 19:06:37 || Estimated Time: 2 days, 1:38:12
2023-07-31 08:50:02,218 semantic_segmentation INFO: Iters: 97110/150000 || Lr: 0.007827 || Task Loss: 0.1574 || KD Loss: 0.0386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 19:07:09 || Estimated Time: 2 days, 1:37:37
2023-07-31 08:50:33,787 semantic_segmentation INFO: Iters: 97120/150000 || Lr: 0.007826 || Task Loss: 0.2615 || KD Loss: 0.0492|| 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: 3 days, 19:07:40 || Estimated Time: 2 days, 1:37:02
2023-07-31 08:51:05,363 semantic_segmentation INFO: Iters: 97130/150000 || Lr: 0.007824 || Task Loss: 0.1407 || KD Loss: 0.0291|| 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: 3 days, 19:08:12 || Estimated Time: 2 days, 1:36:27
2023-07-31 08:51:36,925 semantic_segmentation INFO: Iters: 97140/150000 || Lr: 0.007823 || Task Loss: 0.1255 || KD Loss: 0.0437|| 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: 3 days, 19:08:43 || Estimated Time: 2 days, 1:35:52
2023-07-31 08:52:08,538 semantic_segmentation INFO: Iters: 97150/150000 || Lr: 0.007822 || Task Loss: 0.2566 || KD Loss: 0.0682|| 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: 3 days, 19:09:15 || Estimated Time: 2 days, 1:35:17
2023-07-31 08:52:40,141 semantic_segmentation INFO: Iters: 97160/150000 || Lr: 0.007820 || Task Loss: 0.2085 || KD Loss: 0.0448|| 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: 3 days, 19:09:46 || Estimated Time: 2 days, 1:34:42
2023-07-31 08:53:11,680 semantic_segmentation INFO: Iters: 97170/150000 || Lr: 0.007819 || Task Loss: 0.2102 || KD Loss: 0.0623|| 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: 3 days, 19:10:18 || Estimated Time: 2 days, 1:34:07
2023-07-31 08:53:43,221 semantic_segmentation INFO: Iters: 97180/150000 || Lr: 0.007818 || Task Loss: 0.1773 || KD Loss: 0.0322|| 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: 3 days, 19:10:50 || Estimated Time: 2 days, 1:33:32
2023-07-31 08:54:14,780 semantic_segmentation INFO: Iters: 97190/150000 || Lr: 0.007816 || Task Loss: 0.1741 || KD Loss: 0.0492|| 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: 3 days, 19:11:21 || Estimated Time: 2 days, 1:32:57
2023-07-31 08:54:46,281 semantic_segmentation INFO: Iters: 97200/150000 || Lr: 0.007815 || Task Loss: 0.1580 || KD Loss: 0.0480|| 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: 3 days, 19:11:53 || Estimated Time: 2 days, 1:32:22
2023-07-31 08:55:17,839 semantic_segmentation INFO: Iters: 97210/150000 || Lr: 0.007814 || Task Loss: 0.1682 || KD Loss: 0.0360|| 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: 3 days, 19:12:24 || Estimated Time: 2 days, 1:31:47
2023-07-31 08:55:49,275 semantic_segmentation INFO: Iters: 97220/150000 || Lr: 0.007812 || Task Loss: 0.1371 || KD Loss: 0.0312|| 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: 3 days, 19:12:56 || Estimated Time: 2 days, 1:31:12
2023-07-31 08:56:20,741 semantic_segmentation INFO: Iters: 97230/150000 || Lr: 0.007811 || Task Loss: 0.2012 || KD Loss: 0.0444|| 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: 3 days, 19:13:27 || Estimated Time: 2 days, 1:30:37
2023-07-31 08:56:52,241 semantic_segmentation INFO: Iters: 97240/150000 || Lr: 0.007810 || Task Loss: 0.1626 || KD Loss: 0.0436|| 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: 3 days, 19:13:59 || Estimated Time: 2 days, 1:30:02
2023-07-31 08:57:23,766 semantic_segmentation INFO: Iters: 97250/150000 || Lr: 0.007808 || Task Loss: 0.2012 || KD Loss: 0.0427|| 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: 3 days, 19:14:30 || Estimated Time: 2 days, 1:29:27
2023-07-31 08:57:55,194 semantic_segmentation INFO: Iters: 97260/150000 || Lr: 0.007807 || Task Loss: 0.1691 || KD Loss: 0.0370|| 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: 3 days, 19:15:02 || Estimated Time: 2 days, 1:28:52
2023-07-31 08:58:26,646 semantic_segmentation INFO: Iters: 97270/150000 || Lr: 0.007806 || Task Loss: 0.1753 || KD Loss: 0.0365|| 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: 3 days, 19:15:33 || Estimated Time: 2 days, 1:28:17
2023-07-31 08:58:58,067 semantic_segmentation INFO: Iters: 97280/150000 || Lr: 0.007804 || Task Loss: 0.2865 || KD Loss: 0.0587|| 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: 3 days, 19:16:04 || Estimated Time: 2 days, 1:27:42
2023-07-31 08:59:29,539 semantic_segmentation INFO: Iters: 97290/150000 || Lr: 0.007803 || Task Loss: 0.2120 || KD Loss: 0.0556|| 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: 3 days, 19:16:36 || Estimated Time: 2 days, 1:27:07
2023-07-31 09:00:00,936 semantic_segmentation INFO: Iters: 97300/150000 || Lr: 0.007802 || Task Loss: 0.1592 || KD Loss: 0.0327|| 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: 3 days, 19:17:07 || Estimated Time: 2 days, 1:26:32
2023-07-31 09:00:32,386 semantic_segmentation INFO: Iters: 97310/150000 || Lr: 0.007800 || Task Loss: 0.2719 || KD Loss: 0.0554|| 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: 3 days, 19:17:39 || Estimated Time: 2 days, 1:25:57
2023-07-31 09:01:03,804 semantic_segmentation INFO: Iters: 97320/150000 || Lr: 0.007799 || Task Loss: 0.1721 || KD Loss: 0.0404|| 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: 3 days, 19:18:10 || Estimated Time: 2 days, 1:25:21
2023-07-31 09:01:35,267 semantic_segmentation INFO: Iters: 97330/150000 || Lr: 0.007798 || Task Loss: 0.2194 || KD Loss: 0.0404|| 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: 3 days, 19:18:42 || Estimated Time: 2 days, 1:24:46
2023-07-31 09:02:06,656 semantic_segmentation INFO: Iters: 97340/150000 || Lr: 0.007796 || Task Loss: 0.1547 || KD Loss: 0.0321|| 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: 3 days, 19:19:13 || Estimated Time: 2 days, 1:24:11
2023-07-31 09:02:38,084 semantic_segmentation INFO: Iters: 97350/150000 || Lr: 0.007795 || Task Loss: 0.2412 || KD Loss: 0.0467|| 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: 3 days, 19:19:44 || Estimated Time: 2 days, 1:23:36
2023-07-31 09:03:09,505 semantic_segmentation INFO: Iters: 97360/150000 || Lr: 0.007794 || Task Loss: 0.1749 || KD Loss: 0.0321|| 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: 3 days, 19:20:16 || Estimated Time: 2 days, 1:23:01
2023-07-31 09:03:40,922 semantic_segmentation INFO: Iters: 97370/150000 || Lr: 0.007792 || Task Loss: 0.2735 || KD Loss: 0.0663|| 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: 3 days, 19:20:47 || Estimated Time: 2 days, 1:22:26
2023-07-31 09:04:12,365 semantic_segmentation INFO: Iters: 97380/150000 || Lr: 0.007791 || Task Loss: 0.1486 || KD Loss: 0.0530|| 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: 3 days, 19:21:19 || Estimated Time: 2 days, 1:21:51
2023-07-31 09:04:43,735 semantic_segmentation INFO: Iters: 97390/150000 || Lr: 0.007790 || Task Loss: 0.1598 || KD Loss: 0.0381|| 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: 3 days, 19:21:50 || Estimated Time: 2 days, 1:21:16
2023-07-31 09:05:15,274 semantic_segmentation INFO: Iters: 97400/150000 || Lr: 0.007788 || Task Loss: 0.2016 || KD Loss: 0.0567|| 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: 3 days, 19:22:22 || Estimated Time: 2 days, 1:20:41
2023-07-31 09:05:46,667 semantic_segmentation INFO: Iters: 97410/150000 || Lr: 0.007787 || Task Loss: 0.1845 || KD Loss: 0.0383|| 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: 3 days, 19:22:53 || Estimated Time: 2 days, 1:20:06
2023-07-31 09:06:18,048 semantic_segmentation INFO: Iters: 97420/150000 || Lr: 0.007786 || Task Loss: 0.1827 || KD Loss: 0.0348|| 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: 3 days, 19:23:24 || Estimated Time: 2 days, 1:19:31
2023-07-31 09:06:49,431 semantic_segmentation INFO: Iters: 97430/150000 || Lr: 0.007784 || Task Loss: 0.2049 || KD Loss: 0.0618|| 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: 3 days, 19:23:56 || Estimated Time: 2 days, 1:18:56
2023-07-31 09:07:20,826 semantic_segmentation INFO: Iters: 97440/150000 || Lr: 0.007783 || Task Loss: 0.2368 || KD Loss: 0.0508|| 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: 3 days, 19:24:27 || Estimated Time: 2 days, 1:18:21
2023-07-31 09:07:52,271 semantic_segmentation INFO: Iters: 97450/150000 || Lr: 0.007782 || Task Loss: 0.1788 || KD Loss: 0.0449|| 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: 3 days, 19:24:59 || Estimated Time: 2 days, 1:17:46
2023-07-31 09:08:23,668 semantic_segmentation INFO: Iters: 97460/150000 || Lr: 0.007780 || Task Loss: 0.1570 || KD Loss: 0.0317|| 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: 3 days, 19:25:30 || Estimated Time: 2 days, 1:17:11
2023-07-31 09:08:55,070 semantic_segmentation INFO: Iters: 97470/150000 || Lr: 0.007779 || Task Loss: 0.2008 || KD Loss: 0.0431|| 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: 3 days, 19:26:01 || Estimated Time: 2 days, 1:16:36
2023-07-31 09:09:26,392 semantic_segmentation INFO: Iters: 97480/150000 || Lr: 0.007778 || Task Loss: 0.2474 || KD Loss: 0.0426|| 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 days, 19:26:33 || Estimated Time: 2 days, 1:16:01
2023-07-31 09:09:57,730 semantic_segmentation INFO: Iters: 97490/150000 || Lr: 0.007776 || Task Loss: 0.2378 || KD Loss: 0.0683|| 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: 3 days, 19:27:04 || Estimated Time: 2 days, 1:15:26
2023-07-31 09:10:29,069 semantic_segmentation INFO: Iters: 97500/150000 || Lr: 0.007775 || Task Loss: 0.1984 || KD Loss: 0.0751|| 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: 3 days, 19:27:35 || Estimated Time: 2 days, 1:14:51
2023-07-31 09:11:00,374 semantic_segmentation INFO: Iters: 97510/150000 || Lr: 0.007774 || Task Loss: 0.1818 || KD Loss: 0.0373|| 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: 3 days, 19:28:07 || Estimated Time: 2 days, 1:14:15
2023-07-31 09:11:31,723 semantic_segmentation INFO: Iters: 97520/150000 || Lr: 0.007772 || Task Loss: 0.1614 || KD Loss: 0.0269|| 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: 3 days, 19:28:38 || Estimated Time: 2 days, 1:13:40
2023-07-31 09:12:03,061 semantic_segmentation INFO: Iters: 97530/150000 || Lr: 0.007771 || Task Loss: 0.1186 || KD Loss: 0.0379|| 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: 3 days, 19:29:09 || Estimated Time: 2 days, 1:13:05
2023-07-31 09:12:34,508 semantic_segmentation INFO: Iters: 97540/150000 || Lr: 0.007770 || Task Loss: 0.1635 || KD Loss: 0.0399|| 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 days, 19:29:41 || Estimated Time: 2 days, 1:12:30
2023-07-31 09:13:05,856 semantic_segmentation INFO: Iters: 97550/150000 || Lr: 0.007768 || Task Loss: 0.1830 || KD Loss: 0.0439|| 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: 3 days, 19:30:12 || Estimated Time: 2 days, 1:11:55
2023-07-31 09:13:37,212 semantic_segmentation INFO: Iters: 97560/150000 || Lr: 0.007767 || Task Loss: 0.1703 || KD Loss: 0.0435|| 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: 3 days, 19:30:44 || Estimated Time: 2 days, 1:11:20
2023-07-31 09:14:08,561 semantic_segmentation INFO: Iters: 97570/150000 || Lr: 0.007766 || Task Loss: 0.1876 || KD Loss: 0.0486|| 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: 3 days, 19:31:15 || Estimated Time: 2 days, 1:10:45
2023-07-31 09:14:39,945 semantic_segmentation INFO: Iters: 97580/150000 || Lr: 0.007764 || Task Loss: 0.1511 || KD Loss: 0.0385|| 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: 3 days, 19:31:46 || Estimated Time: 2 days, 1:10:10
2023-07-31 09:15:11,273 semantic_segmentation INFO: Iters: 97590/150000 || Lr: 0.007763 || Task Loss: 0.1948 || KD Loss: 0.0539|| 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: 3 days, 19:32:18 || Estimated Time: 2 days, 1:09:35
2023-07-31 09:15:42,625 semantic_segmentation INFO: Iters: 97600/150000 || Lr: 0.007762 || Task Loss: 0.1621 || KD Loss: 0.0378|| 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: 3 days, 19:32:49 || Estimated Time: 2 days, 1:09:00
2023-07-31 09:15:42,694 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 09:15:43,550 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.409
2023-07-31 09:15:43,664 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.509
2023-07-31 09:15:43,775 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.518
2023-07-31 09:15:43,879 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.539
2023-07-31 09:15:43,984 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.533
2023-07-31 09:15:44,089 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.539
2023-07-31 09:15:44,196 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.564
2023-07-31 09:15:44,301 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.614
2023-07-31 09:15:44,406 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.659
2023-07-31 09:15:44,511 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.710
2023-07-31 09:15:44,614 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.714
2023-07-31 09:15:44,720 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.732
2023-07-31 09:15:44,826 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.736
2023-07-31 09:15:44,931 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.724
2023-07-31 09:15:45,035 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.725
2023-07-31 09:15:45,142 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.714
2023-07-31 09:15:45,248 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.716
2023-07-31 09:15:45,354 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.715
2023-07-31 09:15:45,465 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.722
2023-07-31 09:15:45,570 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.730
2023-07-31 09:15:45,686 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.730
2023-07-31 09:15:45,791 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.720
2023-07-31 09:15:45,897 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.719
2023-07-31 09:15:46,004 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.728
2023-07-31 09:15:46,110 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 09:15:46,215 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.745
2023-07-31 09:15:46,321 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 09:15:46,429 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.731
2023-07-31 09:15:46,536 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 09:15:46,646 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.745
2023-07-31 09:15:46,755 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.744
2023-07-31 09:15:46,861 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 09:15:46,970 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 09:15:47,074 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-31 09:15:47,180 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 09:15:47,283 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-31 09:15:47,388 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.950, mIoU: 0.738
2023-07-31 09:15:47,493 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-31 09:15:47,598 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.949, mIoU: 0.731
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2023-07-31 09:16:28,593 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 09:16:28,698 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 09:16:28,806 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 09:16:28,915 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 09:16:29,019 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 09:16:29,125 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 09:16:29,234 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 09:16:29,345 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 09:16:29,456 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 09:16:29,568 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 09:16:29,676 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 09:16:29,783 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 09:16:29,887 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 09:16:29,990 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 09:16:30,094 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 09:16:30,198 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 09:16:30,300 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 09:16:30,405 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 09:16:30,508 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 09:16:30,613 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 09:16:30,717 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 09:16:30,821 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-31 09:16:30,927 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-31 09:16:31,037 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-31 09:16:31,149 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 09:16:31,255 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 09:16:31,362 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-31 09:16:31,469 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-31 09:16:31,579 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-31 09:16:31,687 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-31 09:16:31,793 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-31 09:16:31,902 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 09:16:32,008 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 09:16:32,118 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 09:16:32,230 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 09:16:32,337 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 09:16:32,446 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 09:16:32,550 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 09:16:32,655 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 09:16:32,760 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 09:16:32,865 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 09:16:32,969 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 09:16:33,074 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 09:16:33,179 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 09:16:33,288 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 09:16:33,400 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 09:16:33,507 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 09:16:33,610 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 09:16:33,720 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-31 09:16:33,830 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-31 09:16:33,934 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-31 09:16:34,040 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-31 09:16:34,144 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-31 09:16:34,251 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-31 09:16:34,359 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-31 09:16:34,467 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-31 09:16:34,572 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-31 09:16:34,676 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-31 09:16:34,779 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-31 09:16:34,882 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 09:16:34,985 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 09:16:35,088 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 09:16:35,193 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 09:16:35,296 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 09:16:35,400 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 09:16:35,503 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 09:16:35,604 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 09:16:35,707 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 09:16:35,810 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 09:16:35,912 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 09:16:36,014 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 09:16:36,116 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 09:16:36,218 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 09:17:08,080 semantic_segmentation INFO: Iters: 97610/150000 || Lr: 0.007760 || Task Loss: 0.1695 || KD Loss: 0.0364|| 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: 3 days, 19:34:14 || Estimated Time: 2 days, 1:08:54
2023-07-31 09:17:39,339 semantic_segmentation INFO: Iters: 97620/150000 || Lr: 0.007759 || Task Loss: 0.1648 || KD Loss: 0.0318|| 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: 3 days, 19:34:46 || Estimated Time: 2 days, 1:08:19
2023-07-31 09:18:10,608 semantic_segmentation INFO: Iters: 97630/150000 || Lr: 0.007758 || Task Loss: 0.2065 || KD Loss: 0.0540|| 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: 3 days, 19:35:17 || Estimated Time: 2 days, 1:07:44
2023-07-31 09:18:41,932 semantic_segmentation INFO: Iters: 97640/150000 || Lr: 0.007756 || Task Loss: 0.1969 || KD Loss: 0.0559|| 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: 3 days, 19:35:48 || Estimated Time: 2 days, 1:07:09
2023-07-31 09:19:13,170 semantic_segmentation INFO: Iters: 97650/150000 || Lr: 0.007755 || Task Loss: 0.2138 || KD Loss: 0.0460|| 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: 3 days, 19:36:20 || Estimated Time: 2 days, 1:06:33
2023-07-31 09:19:44,409 semantic_segmentation INFO: Iters: 97660/150000 || Lr: 0.007754 || Task Loss: 0.1425 || KD Loss: 0.0356|| 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: 3 days, 19:36:51 || Estimated Time: 2 days, 1:05:58
2023-07-31 09:20:15,653 semantic_segmentation INFO: Iters: 97670/150000 || Lr: 0.007752 || Task Loss: 0.1539 || KD Loss: 0.0318|| 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: 3 days, 19:37:22 || Estimated Time: 2 days, 1:05:23
2023-07-31 09:20:46,909 semantic_segmentation INFO: Iters: 97680/150000 || Lr: 0.007751 || Task Loss: 0.2332 || KD Loss: 0.0802|| 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: 3 days, 19:37:53 || Estimated Time: 2 days, 1:04:48
2023-07-31 09:21:18,195 semantic_segmentation INFO: Iters: 97690/150000 || Lr: 0.007750 || Task Loss: 0.1318 || KD Loss: 0.0393|| 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: 3 days, 19:38:25 || Estimated Time: 2 days, 1:04:13
2023-07-31 09:21:49,468 semantic_segmentation INFO: Iters: 97700/150000 || Lr: 0.007748 || Task Loss: 0.1840 || KD Loss: 0.0422|| 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: 3 days, 19:38:56 || Estimated Time: 2 days, 1:03:38
2023-07-31 09:22:20,752 semantic_segmentation INFO: Iters: 97710/150000 || Lr: 0.007747 || Task Loss: 0.2437 || KD Loss: 0.0470|| 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: 3 days, 19:39:27 || Estimated Time: 2 days, 1:03:03
2023-07-31 09:22:52,082 semantic_segmentation INFO: Iters: 97720/150000 || Lr: 0.007746 || Task Loss: 0.1996 || KD Loss: 0.0518|| 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: 3 days, 19:39:58 || Estimated Time: 2 days, 1:02:28
2023-07-31 09:23:23,331 semantic_segmentation INFO: Iters: 97730/150000 || Lr: 0.007744 || Task Loss: 0.2123 || KD Loss: 0.0424|| 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: 3 days, 19:40:30 || Estimated Time: 2 days, 1:01:53
2023-07-31 09:23:54,618 semantic_segmentation INFO: Iters: 97740/150000 || Lr: 0.007743 || Task Loss: 0.1452 || KD Loss: 0.0391|| 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: 3 days, 19:41:01 || Estimated Time: 2 days, 1:01:17
2023-07-31 09:24:25,917 semantic_segmentation INFO: Iters: 97750/150000 || Lr: 0.007742 || Task Loss: 0.2050 || KD Loss: 0.0465|| 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: 3 days, 19:41:32 || Estimated Time: 2 days, 1:00:42
2023-07-31 09:24:57,213 semantic_segmentation INFO: Iters: 97760/150000 || Lr: 0.007740 || Task Loss: 0.1944 || KD Loss: 0.0368|| 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: 3 days, 19:42:04 || Estimated Time: 2 days, 1:00:07
2023-07-31 09:25:28,493 semantic_segmentation INFO: Iters: 97770/150000 || Lr: 0.007739 || Task Loss: 0.1956 || KD Loss: 0.1036|| 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: 3 days, 19:42:35 || Estimated Time: 2 days, 0:59:32
2023-07-31 09:25:59,745 semantic_segmentation INFO: Iters: 97780/150000 || Lr: 0.007738 || Task Loss: 0.1482 || KD Loss: 0.0282|| 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: 3 days, 19:43:06 || Estimated Time: 2 days, 0:58:57
2023-07-31 09:26:30,970 semantic_segmentation INFO: Iters: 97790/150000 || Lr: 0.007736 || Task Loss: 0.2846 || KD Loss: 0.0882|| 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: 3 days, 19:43:37 || Estimated Time: 2 days, 0:58:22
2023-07-31 09:27:02,239 semantic_segmentation INFO: Iters: 97800/150000 || Lr: 0.007735 || Task Loss: 0.2549 || KD Loss: 0.0455|| 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: 3 days, 19:44:09 || Estimated Time: 2 days, 0:57:47
2023-07-31 09:27:33,466 semantic_segmentation INFO: Iters: 97810/150000 || Lr: 0.007734 || Task Loss: 0.2559 || KD Loss: 0.0795|| 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: 3 days, 19:44:40 || Estimated Time: 2 days, 0:57:12
2023-07-31 09:28:04,742 semantic_segmentation INFO: Iters: 97820/150000 || Lr: 0.007732 || Task Loss: 0.1558 || KD Loss: 0.0315|| 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: 3 days, 19:45:11 || Estimated Time: 2 days, 0:56:37
2023-07-31 09:28:36,010 semantic_segmentation INFO: Iters: 97830/150000 || Lr: 0.007731 || Task Loss: 0.2388 || KD Loss: 0.0527|| 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: 3 days, 19:45:42 || Estimated Time: 2 days, 0:56:02
2023-07-31 09:29:07,232 semantic_segmentation INFO: Iters: 97840/150000 || Lr: 0.007730 || Task Loss: 0.1927 || KD Loss: 0.0502|| 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: 3 days, 19:46:14 || Estimated Time: 2 days, 0:55:26
2023-07-31 09:29:38,474 semantic_segmentation INFO: Iters: 97850/150000 || Lr: 0.007728 || Task Loss: 0.1586 || KD Loss: 0.0333|| 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: 3 days, 19:46:45 || Estimated Time: 2 days, 0:54:51
2023-07-31 09:30:09,734 semantic_segmentation INFO: Iters: 97860/150000 || Lr: 0.007727 || Task Loss: 0.1358 || KD Loss: 0.0368|| 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: 3 days, 19:47:16 || Estimated Time: 2 days, 0:54:16
2023-07-31 09:30:40,977 semantic_segmentation INFO: Iters: 97870/150000 || Lr: 0.007726 || Task Loss: 0.2108 || KD Loss: 0.0568|| 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: 3 days, 19:47:47 || Estimated Time: 2 days, 0:53:41
2023-07-31 09:31:12,273 semantic_segmentation INFO: Iters: 97880/150000 || Lr: 0.007724 || Task Loss: 0.2376 || KD Loss: 0.0618|| 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: 3 days, 19:48:19 || Estimated Time: 2 days, 0:53:06
2023-07-31 09:31:43,564 semantic_segmentation INFO: Iters: 97890/150000 || Lr: 0.007723 || Task Loss: 0.2153 || KD Loss: 0.0450|| 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: 3 days, 19:48:50 || Estimated Time: 2 days, 0:52:31
2023-07-31 09:32:14,819 semantic_segmentation INFO: Iters: 97900/150000 || Lr: 0.007722 || Task Loss: 0.1713 || KD Loss: 0.0372|| 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: 3 days, 19:49:21 || Estimated Time: 2 days, 0:51:56
2023-07-31 09:32:46,119 semantic_segmentation INFO: Iters: 97910/150000 || Lr: 0.007720 || Task Loss: 0.1673 || KD Loss: 0.0525|| 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: 3 days, 19:49:52 || Estimated Time: 2 days, 0:51:21
2023-07-31 09:33:17,395 semantic_segmentation INFO: Iters: 97920/150000 || Lr: 0.007719 || Task Loss: 0.2017 || KD Loss: 0.0375|| 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: 3 days, 19:50:24 || Estimated Time: 2 days, 0:50:46
2023-07-31 09:33:48,673 semantic_segmentation INFO: Iters: 97930/150000 || Lr: 0.007718 || Task Loss: 0.1795 || KD Loss: 0.0339|| 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: 3 days, 19:50:55 || Estimated Time: 2 days, 0:50:11
2023-07-31 09:34:19,928 semantic_segmentation INFO: Iters: 97940/150000 || Lr: 0.007716 || Task Loss: 0.2317 || KD Loss: 0.0572|| 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: 3 days, 19:51:26 || Estimated Time: 2 days, 0:49:35
2023-07-31 09:34:51,143 semantic_segmentation INFO: Iters: 97950/150000 || Lr: 0.007715 || Task Loss: 0.1769 || KD Loss: 0.0599|| 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: 3 days, 19:51:57 || Estimated Time: 2 days, 0:49:00
2023-07-31 09:35:22,423 semantic_segmentation INFO: Iters: 97960/150000 || Lr: 0.007714 || Task Loss: 0.2949 || KD Loss: 0.0647|| 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: 3 days, 19:52:29 || Estimated Time: 2 days, 0:48:25
2023-07-31 09:35:53,646 semantic_segmentation INFO: Iters: 97970/150000 || Lr: 0.007712 || Task Loss: 0.1691 || KD Loss: 0.0379|| 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 days, 19:53:00 || Estimated Time: 2 days, 0:47:50
2023-07-31 09:36:24,880 semantic_segmentation INFO: Iters: 97980/150000 || Lr: 0.007711 || Task Loss: 0.1609 || KD Loss: 0.0480|| 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: 3 days, 19:53:31 || Estimated Time: 2 days, 0:47:15
2023-07-31 09:36:56,082 semantic_segmentation INFO: Iters: 97990/150000 || Lr: 0.007710 || Task Loss: 0.1346 || KD Loss: 0.0406|| 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: 3 days, 19:54:02 || Estimated Time: 2 days, 0:46:40
2023-07-31 09:37:27,292 semantic_segmentation INFO: Iters: 98000/150000 || Lr: 0.007708 || Task Loss: 0.2121 || KD Loss: 0.0468|| 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: 3 days, 19:54:34 || Estimated Time: 2 days, 0:46:05
2023-07-31 09:37:58,468 semantic_segmentation INFO: Iters: 98010/150000 || Lr: 0.007707 || Task Loss: 0.1575 || KD Loss: 0.0397|| 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: 3 days, 19:55:05 || Estimated Time: 2 days, 0:45:30
2023-07-31 09:38:29,743 semantic_segmentation INFO: Iters: 98020/150000 || Lr: 0.007706 || Task Loss: 0.1178 || KD Loss: 0.0254|| 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: 3 days, 19:55:36 || Estimated Time: 2 days, 0:44:55
2023-07-31 09:39:00,949 semantic_segmentation INFO: Iters: 98030/150000 || Lr: 0.007704 || Task Loss: 0.2422 || KD Loss: 0.0697|| 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: 3 days, 19:56:07 || Estimated Time: 2 days, 0:44:19
2023-07-31 09:39:32,145 semantic_segmentation INFO: Iters: 98040/150000 || Lr: 0.007703 || Task Loss: 0.2080 || KD Loss: 0.0555|| 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: 3 days, 19:56:39 || Estimated Time: 2 days, 0:43:44
2023-07-31 09:40:03,356 semantic_segmentation INFO: Iters: 98050/150000 || Lr: 0.007702 || Task Loss: 0.1472 || KD Loss: 0.0321|| 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: 3 days, 19:57:10 || Estimated Time: 2 days, 0:43:09
2023-07-31 09:40:34,578 semantic_segmentation INFO: Iters: 98060/150000 || Lr: 0.007700 || Task Loss: 0.2415 || KD Loss: 0.0596|| 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 days, 19:57:41 || Estimated Time: 2 days, 0:42:34
2023-07-31 09:41:05,819 semantic_segmentation INFO: Iters: 98070/150000 || Lr: 0.007699 || Task Loss: 0.1645 || KD Loss: 0.0413|| 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: 3 days, 19:58:12 || Estimated Time: 2 days, 0:41:59
2023-07-31 09:41:36,982 semantic_segmentation INFO: Iters: 98080/150000 || Lr: 0.007698 || Task Loss: 0.1380 || KD Loss: 0.0349|| 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: 3 days, 19:58:43 || Estimated Time: 2 days, 0:41:24
2023-07-31 09:42:08,207 semantic_segmentation INFO: Iters: 98090/150000 || Lr: 0.007696 || Task Loss: 0.1788 || KD Loss: 0.0347|| 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: 3 days, 19:59:15 || Estimated Time: 2 days, 0:40:49
2023-07-31 09:42:39,439 semantic_segmentation INFO: Iters: 98100/150000 || Lr: 0.007695 || Task Loss: 0.1730 || KD Loss: 0.0481|| 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: 3 days, 19:59:46 || Estimated Time: 2 days, 0:40:14
2023-07-31 09:43:10,627 semantic_segmentation INFO: Iters: 98110/150000 || Lr: 0.007694 || Task Loss: 0.1846 || KD Loss: 0.0385|| 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: 3 days, 20:00:17 || Estimated Time: 2 days, 0:39:39
2023-07-31 09:43:41,839 semantic_segmentation INFO: Iters: 98120/150000 || Lr: 0.007692 || Task Loss: 0.1432 || KD Loss: 0.0397|| 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: 3 days, 20:00:48 || Estimated Time: 2 days, 0:39:03
2023-07-31 09:44:13,053 semantic_segmentation INFO: Iters: 98130/150000 || Lr: 0.007691 || Task Loss: 0.2124 || KD Loss: 0.0720|| 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: 3 days, 20:01:19 || Estimated Time: 2 days, 0:38:28
2023-07-31 09:44:44,264 semantic_segmentation INFO: Iters: 98140/150000 || Lr: 0.007690 || Task Loss: 0.1639 || KD Loss: 0.0493|| 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: 3 days, 20:01:51 || Estimated Time: 2 days, 0:37:53
2023-07-31 09:45:15,495 semantic_segmentation INFO: Iters: 98150/150000 || Lr: 0.007688 || Task Loss: 0.1768 || KD Loss: 0.0366|| 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: 3 days, 20:02:22 || Estimated Time: 2 days, 0:37:18
2023-07-31 09:45:46,696 semantic_segmentation INFO: Iters: 98160/150000 || Lr: 0.007687 || Task Loss: 0.1939 || KD Loss: 0.0348|| 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: 3 days, 20:02:53 || Estimated Time: 2 days, 0:36:43
2023-07-31 09:46:17,933 semantic_segmentation INFO: Iters: 98170/150000 || Lr: 0.007686 || Task Loss: 0.1459 || KD Loss: 0.0342|| 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: 3 days, 20:03:24 || Estimated Time: 2 days, 0:36:08
2023-07-31 09:46:49,124 semantic_segmentation INFO: Iters: 98180/150000 || Lr: 0.007684 || Task Loss: 0.1982 || KD Loss: 0.0446|| 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: 3 days, 20:03:55 || Estimated Time: 2 days, 0:35:33
2023-07-31 09:47:20,313 semantic_segmentation INFO: Iters: 98190/150000 || Lr: 0.007683 || Task Loss: 0.1767 || KD Loss: 0.0306|| 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: 3 days, 20:04:27 || Estimated Time: 2 days, 0:34:58
2023-07-31 09:47:51,504 semantic_segmentation INFO: Iters: 98200/150000 || Lr: 0.007682 || Task Loss: 0.1831 || KD Loss: 0.0684|| 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: 3 days, 20:04:58 || Estimated Time: 2 days, 0:34:23
2023-07-31 09:48:22,713 semantic_segmentation INFO: Iters: 98210/150000 || Lr: 0.007680 || Task Loss: 0.1733 || KD Loss: 0.0318|| 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: 3 days, 20:05:29 || Estimated Time: 2 days, 0:33:48
2023-07-31 09:48:53,893 semantic_segmentation INFO: Iters: 98220/150000 || Lr: 0.007679 || Task Loss: 0.2057 || KD Loss: 0.0407|| 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: 3 days, 20:06:00 || Estimated Time: 2 days, 0:33:12
2023-07-31 09:49:25,128 semantic_segmentation INFO: Iters: 98230/150000 || Lr: 0.007678 || Task Loss: 0.2494 || KD Loss: 0.0602|| 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: 3 days, 20:06:31 || Estimated Time: 2 days, 0:32:37
2023-07-31 09:49:56,326 semantic_segmentation INFO: Iters: 98240/150000 || Lr: 0.007676 || Task Loss: 0.2143 || KD Loss: 0.0416|| 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: 3 days, 20:07:03 || Estimated Time: 2 days, 0:32:02
2023-07-31 09:50:27,557 semantic_segmentation INFO: Iters: 98250/150000 || Lr: 0.007675 || Task Loss: 0.2379 || KD Loss: 0.0494|| 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: 3 days, 20:07:34 || Estimated Time: 2 days, 0:31:27
2023-07-31 09:50:58,747 semantic_segmentation INFO: Iters: 98260/150000 || Lr: 0.007674 || Task Loss: 0.2194 || KD Loss: 0.0468|| 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: 3 days, 20:08:05 || Estimated Time: 2 days, 0:30:52
2023-07-31 09:51:29,919 semantic_segmentation INFO: Iters: 98270/150000 || Lr: 0.007672 || Task Loss: 0.1994 || KD Loss: 0.0478|| 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: 3 days, 20:08:36 || Estimated Time: 2 days, 0:30:17
2023-07-31 09:52:01,156 semantic_segmentation INFO: Iters: 98280/150000 || Lr: 0.007671 || Task Loss: 0.1938 || KD Loss: 0.0420|| 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: 3 days, 20:09:08 || Estimated Time: 2 days, 0:29:42
2023-07-31 09:52:32,335 semantic_segmentation INFO: Iters: 98290/150000 || Lr: 0.007670 || Task Loss: 0.1438 || KD Loss: 0.0595|| 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: 3 days, 20:09:39 || Estimated Time: 2 days, 0:29:07
2023-07-31 09:53:03,465 semantic_segmentation INFO: Iters: 98300/150000 || Lr: 0.007668 || Task Loss: 0.0946 || KD Loss: 0.0315|| 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: 3 days, 20:10:10 || Estimated Time: 2 days, 0:28:32
2023-07-31 09:53:34,628 semantic_segmentation INFO: Iters: 98310/150000 || Lr: 0.007667 || Task Loss: 0.1097 || KD Loss: 0.0282|| 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: 3 days, 20:10:41 || Estimated Time: 2 days, 0:27:56
2023-07-31 09:54:05,813 semantic_segmentation INFO: Iters: 98320/150000 || Lr: 0.007666 || Task Loss: 0.2359 || KD Loss: 0.0470|| 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: 3 days, 20:11:12 || Estimated Time: 2 days, 0:27:21
2023-07-31 09:54:37,011 semantic_segmentation INFO: Iters: 98330/150000 || Lr: 0.007664 || Task Loss: 0.1502 || KD Loss: 0.0294|| 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: 3 days, 20:11:43 || Estimated Time: 2 days, 0:26:46
2023-07-31 09:55:08,188 semantic_segmentation INFO: Iters: 98340/150000 || Lr: 0.007663 || Task Loss: 0.1643 || KD Loss: 0.0358|| 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 days, 20:12:15 || Estimated Time: 2 days, 0:26:11
2023-07-31 09:55:39,345 semantic_segmentation INFO: Iters: 98350/150000 || Lr: 0.007662 || Task Loss: 0.1781 || KD Loss: 0.0375|| 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 days, 20:12:46 || Estimated Time: 2 days, 0:25:36
2023-07-31 09:56:10,554 semantic_segmentation INFO: Iters: 98360/150000 || Lr: 0.007660 || Task Loss: 0.2454 || KD Loss: 0.0693|| 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: 3 days, 20:13:17 || Estimated Time: 2 days, 0:25:01
2023-07-31 09:56:41,744 semantic_segmentation INFO: Iters: 98370/150000 || Lr: 0.007659 || Task Loss: 0.2275 || KD Loss: 0.0437|| 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: 3 days, 20:13:48 || Estimated Time: 2 days, 0:24:26
2023-07-31 09:57:12,871 semantic_segmentation INFO: Iters: 98380/150000 || Lr: 0.007658 || Task Loss: 0.2320 || KD Loss: 0.0455|| 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: 3 days, 20:14:19 || Estimated Time: 2 days, 0:23:51
2023-07-31 09:57:44,031 semantic_segmentation INFO: Iters: 98390/150000 || Lr: 0.007656 || Task Loss: 0.1373 || KD Loss: 0.0352|| 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: 3 days, 20:14:50 || Estimated Time: 2 days, 0:23:16
2023-07-31 09:58:15,185 semantic_segmentation INFO: Iters: 98400/150000 || Lr: 0.007655 || Task Loss: 0.3464 || KD Loss: 0.1207|| 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: 3 days, 20:15:22 || Estimated Time: 2 days, 0:22:40
2023-07-31 09:58:15,249 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 09:58:16,114 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.967, mIoU: 0.405
2023-07-31 09:58:16,230 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.506
2023-07-31 09:58:16,335 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.516
2023-07-31 09:58:16,440 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.541
2023-07-31 09:58:16,542 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.535
2023-07-31 09:58:16,646 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.539
2023-07-31 09:58:16,753 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.585
2023-07-31 09:58:16,856 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.633
2023-07-31 09:58:16,961 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.663
2023-07-31 09:58:17,064 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.711
2023-07-31 09:58:17,166 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.720
2023-07-31 09:58:17,271 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.720
2023-07-31 09:58:17,374 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.721
2023-07-31 09:58:17,480 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.958, mIoU: 0.700
2023-07-31 09:58:17,588 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.957, mIoU: 0.706
2023-07-31 09:58:17,694 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.954, mIoU: 0.694
2023-07-31 09:58:17,801 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.953, mIoU: 0.696
2023-07-31 09:58:17,908 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.696
2023-07-31 09:58:18,016 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.702
2023-07-31 09:58:18,123 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.708
2023-07-31 09:58:18,226 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.708
2023-07-31 09:58:18,329 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.698
2023-07-31 09:58:18,432 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.946, mIoU: 0.696
2023-07-31 09:58:18,536 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.946, mIoU: 0.704
2023-07-31 09:58:18,640 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.944, mIoU: 0.720
2023-07-31 09:58:18,742 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.722
2023-07-31 09:58:18,848 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.943, mIoU: 0.708
2023-07-31 09:58:18,951 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.942, mIoU: 0.701
2023-07-31 09:58:19,054 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.707
2023-07-31 09:58:19,156 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.714
2023-07-31 09:58:19,259 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.713
2023-07-31 09:58:19,362 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.711
2023-07-31 09:58:19,467 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.944, mIoU: 0.712
2023-07-31 09:58:19,568 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.711
2023-07-31 09:58:19,671 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.711
2023-07-31 09:58:19,775 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.943, mIoU: 0.710
2023-07-31 09:58:19,878 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.944, mIoU: 0.706
2023-07-31 09:58:19,982 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.943, mIoU: 0.706
2023-07-31 09:58:20,087 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.943, mIoU: 0.698
2023-07-31 09:58:20,193 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.943, mIoU: 0.699
2023-07-31 09:58:20,303 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.700
2023-07-31 09:58:20,411 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.700
2023-07-31 09:58:20,515 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-31 09:58:20,618 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.702
2023-07-31 09:58:20,724 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.700
2023-07-31 09:58:20,833 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-31 09:58:20,940 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.946, mIoU: 0.701
2023-07-31 09:58:21,044 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.947, mIoU: 0.700
2023-07-31 09:58:21,147 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.703
2023-07-31 09:58:21,250 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.947, mIoU: 0.705
2023-07-31 09:58:21,355 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.947, mIoU: 0.705
2023-07-31 09:58:21,461 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.946, mIoU: 0.706
2023-07-31 09:58:21,565 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.946, mIoU: 0.707
2023-07-31 09:58:21,671 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.708
2023-07-31 09:58:21,778 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.708
2023-07-31 09:58:21,884 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.945, mIoU: 0.714
2023-07-31 09:58:21,987 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.945, mIoU: 0.715
2023-07-31 09:58:22,094 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.945, mIoU: 0.720
2023-07-31 09:58:22,201 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.945, mIoU: 0.719
2023-07-31 09:58:22,307 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-31 09:58:22,411 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.718
2023-07-31 09:58:22,515 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.719
2023-07-31 09:58:22,617 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.943, mIoU: 0.718
2023-07-31 09:58:22,719 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.943, mIoU: 0.721
2023-07-31 09:58:22,822 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.943, mIoU: 0.722
2023-07-31 09:58:22,928 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.722
2023-07-31 09:58:23,030 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.942, mIoU: 0.721
2023-07-31 09:58:23,134 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.941, mIoU: 0.722
2023-07-31 09:58:23,238 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.941, mIoU: 0.721
2023-07-31 09:58:23,341 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.942, mIoU: 0.721
2023-07-31 09:58:23,444 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.942, mIoU: 0.721
2023-07-31 09:58:23,548 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.942, mIoU: 0.719
2023-07-31 09:58:23,650 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.942, mIoU: 0.718
2023-07-31 09:58:23,754 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.942, mIoU: 0.718
2023-07-31 09:58:23,862 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.942, mIoU: 0.716
2023-07-31 09:58:23,967 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.942, mIoU: 0.715
2023-07-31 09:58:24,069 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.942, mIoU: 0.715
2023-07-31 09:58:24,171 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.942, mIoU: 0.715
2023-07-31 09:58:24,273 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.942, mIoU: 0.715
2023-07-31 09:58:24,378 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.942, mIoU: 0.716
2023-07-31 09:58:24,483 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.942, mIoU: 0.717
2023-07-31 09:58:24,585 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.942, mIoU: 0.717
2023-07-31 09:58:24,688 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.942, mIoU: 0.716
2023-07-31 09:58:24,790 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.941, mIoU: 0.714
2023-07-31 09:58:24,896 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.939, mIoU: 0.710
2023-07-31 09:58:25,000 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.939, mIoU: 0.710
2023-07-31 09:58:25,102 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.939, mIoU: 0.710
2023-07-31 09:58:25,205 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.939, mIoU: 0.710
2023-07-31 09:58:25,310 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.939, mIoU: 0.708
2023-07-31 09:58:25,413 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.939, mIoU: 0.707
2023-07-31 09:58:25,521 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.939, mIoU: 0.708
2023-07-31 09:58:25,628 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-31 09:58:25,735 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.939, mIoU: 0.720
2023-07-31 09:58:25,841 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-31 09:58:25,951 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-31 09:58:26,054 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-31 09:58:26,160 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-31 09:58:26,266 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-31 09:58:26,372 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-31 09:58:26,478 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.939, mIoU: 0.721
2023-07-31 09:58:26,583 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-31 09:58:26,689 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-31 09:58:26,795 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-31 09:58:26,903 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-31 09:58:27,008 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.937, mIoU: 0.719
2023-07-31 09:58:27,113 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-31 09:58:27,220 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.938, mIoU: 0.719
2023-07-31 09:58:27,327 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-31 09:58:27,434 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.938, mIoU: 0.720
2023-07-31 09:58:27,539 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-31 09:58:27,644 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-31 09:58:27,748 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-31 09:58:27,852 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-31 09:58:27,958 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-31 09:58:28,060 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-31 09:58:28,162 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-31 09:58:28,265 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-31 09:58:28,369 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-31 09:58:28,474 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-31 09:58:28,578 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-31 09:58:28,683 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-31 09:58:28,786 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-31 09:58:28,889 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.938, mIoU: 0.721
2023-07-31 09:58:28,998 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-31 09:58:29,103 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.938, mIoU: 0.722
2023-07-31 09:58:29,205 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-31 09:58:29,308 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-31 09:58:29,411 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.938, mIoU: 0.726
2023-07-31 09:58:29,515 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-31 09:58:29,620 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-31 09:58:29,727 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-31 09:58:29,833 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.938, mIoU: 0.725
2023-07-31 09:58:29,944 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.939, mIoU: 0.725
2023-07-31 09:58:30,050 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.939, mIoU: 0.724
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2023-07-31 09:58:50,605 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-31 09:58:50,710 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-31 09:58:50,813 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-31 09:58:50,922 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-31 09:58:51,033 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.940, mIoU: 0.710
2023-07-31 09:58:51,139 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.941, mIoU: 0.710
2023-07-31 09:58:51,243 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-31 09:58:51,350 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-31 09:58:51,459 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-31 09:58:51,565 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.941, mIoU: 0.711
2023-07-31 09:58:51,671 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-31 09:58:51,776 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-31 09:58:51,883 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-31 09:58:51,993 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-31 09:58:52,099 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-31 09:58:52,205 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.941, mIoU: 0.712
2023-07-31 09:58:52,317 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.942, mIoU: 0.712
2023-07-31 09:58:52,424 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.942, mIoU: 0.712
2023-07-31 09:58:52,532 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-31 09:58:52,637 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-31 09:58:52,743 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-31 09:58:52,847 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-31 09:58:52,954 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-31 09:58:53,056 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-31 09:58:53,159 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-31 09:58:53,264 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-31 09:58:53,371 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-31 09:58:53,478 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-31 09:58:53,586 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-31 09:58:53,701 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-31 09:58:53,807 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.942, mIoU: 0.714
2023-07-31 09:58:53,910 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-31 09:58:54,018 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-31 09:58:54,126 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-31 09:58:54,231 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-31 09:58:54,338 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-31 09:58:54,446 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-31 09:58:54,555 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.942, mIoU: 0.713
2023-07-31 09:58:54,662 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.943, mIoU: 0.713
2023-07-31 09:58:54,770 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.943, mIoU: 0.714
2023-07-31 09:58:54,879 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.943, mIoU: 0.714
2023-07-31 09:58:54,990 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.943, mIoU: 0.714
2023-07-31 09:58:55,097 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.943, mIoU: 0.714
2023-07-31 09:58:55,203 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.943, mIoU: 0.714
2023-07-31 09:58:55,306 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.943, mIoU: 0.714
2023-07-31 09:58:55,411 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.943, mIoU: 0.714
2023-07-31 09:58:55,514 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.943, mIoU: 0.714
2023-07-31 09:58:55,619 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.943, mIoU: 0.714
2023-07-31 09:58:55,723 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-31 09:58:55,829 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-31 09:58:55,932 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-31 09:58:56,040 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-31 09:58:56,151 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-31 09:58:56,256 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-31 09:58:56,367 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.944, mIoU: 0.715
2023-07-31 09:58:56,473 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.944, mIoU: 0.716
2023-07-31 09:58:56,577 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.944, mIoU: 0.716
2023-07-31 09:58:56,682 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.944, mIoU: 0.716
2023-07-31 09:58:56,787 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.944, mIoU: 0.716
2023-07-31 09:58:56,893 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.944, mIoU: 0.716
2023-07-31 09:58:56,998 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-31 09:58:57,106 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-31 09:58:57,216 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-31 09:58:57,322 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-31 09:58:57,433 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-31 09:58:57,541 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-31 09:58:57,648 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-31 09:58:57,754 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-31 09:58:57,859 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-31 09:58:57,964 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.945, mIoU: 0.717
2023-07-31 09:58:58,068 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.945, mIoU: 0.717
2023-07-31 09:58:58,171 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.945, mIoU: 0.717
2023-07-31 09:58:58,274 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.945, mIoU: 0.717
2023-07-31 09:58:58,380 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.945, mIoU: 0.717
2023-07-31 09:58:58,485 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.945, mIoU: 0.717
2023-07-31 09:58:58,588 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-31 09:58:58,693 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-31 09:58:58,798 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-31 09:58:58,905 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-31 09:58:59,016 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-31 09:58:59,121 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-31 09:58:59,228 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.945, mIoU: 0.719
2023-07-31 09:58:59,335 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.945, mIoU: 0.719
2023-07-31 09:58:59,446 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.945, mIoU: 0.719
2023-07-31 09:58:59,553 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.945, mIoU: 0.719
2023-07-31 09:58:59,660 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.945, mIoU: 0.719
2023-07-31 09:58:59,766 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 09:58:59,872 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 09:58:59,979 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 09:59:00,086 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 09:59:00,196 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 09:59:00,302 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-31 09:59:00,409 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-31 09:59:00,518 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-31 09:59:00,623 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-31 09:59:00,727 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-31 09:59:00,831 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-31 09:59:00,935 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-31 09:59:01,039 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-31 09:59:01,144 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-31 09:59:01,247 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-31 09:59:01,351 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-31 09:59:01,460 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-31 09:59:01,567 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-31 09:59:01,677 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-31 09:59:01,782 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-31 09:59:01,887 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-31 09:59:01,994 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-31 09:59:02,101 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-31 09:59:02,207 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-31 09:59:02,312 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-31 09:59:02,417 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-31 09:59:02,524 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-31 09:59:02,629 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-31 09:59:02,735 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-31 09:59:02,840 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 09:59:02,947 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-31 09:59:03,055 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 09:59:03,163 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 09:59:03,271 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 09:59:03,378 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 09:59:03,490 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 09:59:03,595 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 09:59:03,699 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 09:59:03,801 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 09:59:03,905 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 09:59:04,009 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 09:59:04,114 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 09:59:04,220 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 09:59:04,325 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 09:59:04,429 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-31 09:59:04,545 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-31 09:59:04,654 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-31 09:59:04,759 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-31 09:59:04,865 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-31 09:59:04,972 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-31 09:59:05,078 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.947, mIoU: 0.723
2023-07-31 09:59:05,185 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.947, mIoU: 0.723
2023-07-31 09:59:05,289 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-31 09:59:05,394 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-31 09:59:05,506 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-31 09:59:05,610 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-31 09:59:05,717 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-31 09:59:05,823 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-31 09:59:05,931 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-31 09:59:06,037 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-31 09:59:06,142 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-31 09:59:06,247 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-31 09:59:06,352 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-31 09:59:06,457 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-31 09:59:06,564 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-31 09:59:06,667 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-31 09:59:06,769 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-31 09:59:06,872 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-31 09:59:06,977 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-31 09:59:07,080 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-31 09:59:07,182 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-31 09:59:07,285 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-31 09:59:07,387 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-31 09:59:07,491 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-31 09:59:07,596 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-31 09:59:07,698 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-31 09:59:07,800 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-31 09:59:07,902 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-31 09:59:08,005 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-31 09:59:08,107 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-31 09:59:08,210 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.948, mIoU: 0.724
2023-07-31 09:59:08,312 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-31 09:59:08,414 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-31 09:59:08,517 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-31 09:59:08,618 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-31 09:59:40,097 semantic_segmentation INFO: Iters: 98410/150000 || Lr: 0.007654 || Task Loss: 0.2203 || KD Loss: 0.0474|| 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: 3 days, 20:16:46 || Estimated Time: 2 days, 0:22:34
2023-07-31 10:00:11,248 semantic_segmentation INFO: Iters: 98420/150000 || Lr: 0.007652 || Task Loss: 0.2215 || KD Loss: 0.0542|| 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: 3 days, 20:17:18 || Estimated Time: 2 days, 0:21:58
2023-07-31 10:00:42,375 semantic_segmentation INFO: Iters: 98430/150000 || Lr: 0.007651 || Task Loss: 0.1640 || KD Loss: 0.0380|| 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: 3 days, 20:17:49 || Estimated Time: 2 days, 0:21:23
2023-07-31 10:01:13,588 semantic_segmentation INFO: Iters: 98440/150000 || Lr: 0.007650 || Task Loss: 0.2335 || KD Loss: 0.0489|| 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: 3 days, 20:18:20 || Estimated Time: 2 days, 0:20:48
2023-07-31 10:01:44,696 semantic_segmentation INFO: Iters: 98450/150000 || Lr: 0.007648 || Task Loss: 0.1820 || KD Loss: 0.0452|| 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: 3 days, 20:18:51 || Estimated Time: 2 days, 0:20:13
2023-07-31 10:02:15,949 semantic_segmentation INFO: Iters: 98460/150000 || Lr: 0.007647 || Task Loss: 0.2137 || KD Loss: 0.0455|| 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: 3 days, 20:19:22 || Estimated Time: 2 days, 0:19:38
2023-07-31 10:02:47,080 semantic_segmentation INFO: Iters: 98470/150000 || Lr: 0.007646 || Task Loss: 0.1885 || KD Loss: 0.0451|| 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: 3 days, 20:19:53 || Estimated Time: 2 days, 0:19:03
2023-07-31 10:03:18,261 semantic_segmentation INFO: Iters: 98480/150000 || Lr: 0.007644 || Task Loss: 0.1582 || KD Loss: 0.0360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 20:20:25 || Estimated Time: 2 days, 0:18:28
2023-07-31 10:03:49,397 semantic_segmentation INFO: Iters: 98490/150000 || Lr: 0.007643 || Task Loss: 0.2200 || KD Loss: 0.0514|| 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: 3 days, 20:20:56 || Estimated Time: 2 days, 0:17:53
2023-07-31 10:04:20,566 semantic_segmentation INFO: Iters: 98500/150000 || Lr: 0.007642 || Task Loss: 0.1613 || KD Loss: 0.0338|| 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: 3 days, 20:21:27 || Estimated Time: 2 days, 0:17:18
2023-07-31 10:04:51,699 semantic_segmentation INFO: Iters: 98510/150000 || Lr: 0.007640 || Task Loss: 0.1899 || KD Loss: 0.0363|| 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 days, 20:21:58 || Estimated Time: 2 days, 0:16:42
2023-07-31 10:05:22,870 semantic_segmentation INFO: Iters: 98520/150000 || Lr: 0.007639 || Task Loss: 0.1385 || KD Loss: 0.0270|| 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: 3 days, 20:22:29 || Estimated Time: 2 days, 0:16:07
2023-07-31 10:05:53,989 semantic_segmentation INFO: Iters: 98530/150000 || Lr: 0.007638 || Task Loss: 0.2001 || KD Loss: 0.0522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 20:23:00 || Estimated Time: 2 days, 0:15:32
2023-07-31 10:06:25,040 semantic_segmentation INFO: Iters: 98540/150000 || Lr: 0.007636 || Task Loss: 0.1954 || KD Loss: 0.0320|| 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: 3 days, 20:23:31 || Estimated Time: 2 days, 0:14:57
2023-07-31 10:06:56,147 semantic_segmentation INFO: Iters: 98550/150000 || Lr: 0.007635 || Task Loss: 0.2127 || KD Loss: 0.0365|| 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: 3 days, 20:24:03 || Estimated Time: 2 days, 0:14:22
2023-07-31 10:07:27,135 semantic_segmentation INFO: Iters: 98560/150000 || Lr: 0.007634 || Task Loss: 0.1354 || KD Loss: 0.0321|| 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: 3 days, 20:24:33 || Estimated Time: 2 days, 0:13:47
2023-07-31 10:07:58,128 semantic_segmentation INFO: Iters: 98570/150000 || Lr: 0.007632 || Task Loss: 0.1882 || KD Loss: 0.0588|| 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: 3 days, 20:25:04 || Estimated Time: 2 days, 0:13:11
2023-07-31 10:08:29,130 semantic_segmentation INFO: Iters: 98580/150000 || Lr: 0.007631 || Task Loss: 0.2491 || KD Loss: 0.0587|| 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: 3 days, 20:25:35 || Estimated Time: 2 days, 0:12:36
2023-07-31 10:09:00,124 semantic_segmentation INFO: Iters: 98590/150000 || Lr: 0.007630 || Task Loss: 0.1718 || KD Loss: 0.0332|| 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: 3 days, 20:26:06 || Estimated Time: 2 days, 0:12:01
2023-07-31 10:09:31,189 semantic_segmentation INFO: Iters: 98600/150000 || Lr: 0.007628 || Task Loss: 0.1466 || KD Loss: 0.0588|| 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: 3 days, 20:26:38 || Estimated Time: 2 days, 0:11:26
2023-07-31 10:10:02,205 semantic_segmentation INFO: Iters: 98610/150000 || Lr: 0.007627 || Task Loss: 0.1318 || KD Loss: 0.0278|| 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: 3 days, 20:27:09 || Estimated Time: 2 days, 0:10:51
2023-07-31 10:10:33,139 semantic_segmentation INFO: Iters: 98620/150000 || Lr: 0.007626 || Task Loss: 0.1966 || KD Loss: 0.0442|| 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: 3 days, 20:27:39 || Estimated Time: 2 days, 0:10:16
2023-07-31 10:11:04,152 semantic_segmentation INFO: Iters: 98630/150000 || Lr: 0.007624 || Task Loss: 0.2200 || KD Loss: 0.0425|| 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: 3 days, 20:28:11 || Estimated Time: 2 days, 0:09:40
2023-07-31 10:11:35,106 semantic_segmentation INFO: Iters: 98640/150000 || Lr: 0.007623 || Task Loss: 0.1883 || KD Loss: 0.0610|| 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 days, 20:28:41 || Estimated Time: 2 days, 0:09:05
2023-07-31 10:12:06,100 semantic_segmentation INFO: Iters: 98650/150000 || Lr: 0.007622 || Task Loss: 0.1898 || KD Loss: 0.0450|| 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: 3 days, 20:29:12 || Estimated Time: 2 days, 0:08:30
2023-07-31 10:12:37,096 semantic_segmentation INFO: Iters: 98660/150000 || Lr: 0.007620 || Task Loss: 0.2487 || KD Loss: 0.1060|| 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: 3 days, 20:29:43 || Estimated Time: 2 days, 0:07:55
2023-07-31 10:13:08,036 semantic_segmentation INFO: Iters: 98670/150000 || Lr: 0.007619 || Task Loss: 0.1870 || KD Loss: 0.0504|| 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: 3 days, 20:30:14 || Estimated Time: 2 days, 0:07:20
2023-07-31 10:13:38,997 semantic_segmentation INFO: Iters: 98680/150000 || Lr: 0.007618 || Task Loss: 0.1877 || KD Loss: 0.0425|| 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: 3 days, 20:30:45 || Estimated Time: 2 days, 0:06:44
2023-07-31 10:14:09,963 semantic_segmentation INFO: Iters: 98690/150000 || Lr: 0.007616 || Task Loss: 0.2302 || KD Loss: 0.0596|| 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: 3 days, 20:31:16 || Estimated Time: 2 days, 0:06:09
2023-07-31 10:14:40,914 semantic_segmentation INFO: Iters: 98700/150000 || Lr: 0.007615 || Task Loss: 0.1784 || KD Loss: 0.0405|| 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: 3 days, 20:31:47 || Estimated Time: 2 days, 0:05:34
2023-07-31 10:15:11,858 semantic_segmentation INFO: Iters: 98710/150000 || Lr: 0.007614 || Task Loss: 0.1307 || KD Loss: 0.0332|| 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: 3 days, 20:32:18 || Estimated Time: 2 days, 0:04:59
2023-07-31 10:15:42,827 semantic_segmentation INFO: Iters: 98720/150000 || Lr: 0.007612 || Task Loss: 0.1911 || KD Loss: 0.0410|| 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: 3 days, 20:32:49 || Estimated Time: 2 days, 0:04:24
2023-07-31 10:16:13,752 semantic_segmentation INFO: Iters: 98730/150000 || Lr: 0.007611 || Task Loss: 0.1484 || KD Loss: 0.0829|| 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: 3 days, 20:33:20 || Estimated Time: 2 days, 0:03:48
2023-07-31 10:16:44,663 semantic_segmentation INFO: Iters: 98740/150000 || Lr: 0.007610 || Task Loss: 0.2290 || KD Loss: 0.0489|| 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: 3 days, 20:33:51 || Estimated Time: 2 days, 0:03:13
2023-07-31 10:17:15,543 semantic_segmentation INFO: Iters: 98750/150000 || Lr: 0.007608 || Task Loss: 0.2385 || KD Loss: 0.0516|| 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: 3 days, 20:34:22 || Estimated Time: 2 days, 0:02:38
2023-07-31 10:17:46,482 semantic_segmentation INFO: Iters: 98760/150000 || Lr: 0.007607 || Task Loss: 0.1626 || KD Loss: 0.0347|| 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: 3 days, 20:34:53 || Estimated Time: 2 days, 0:02:03
2023-07-31 10:18:17,413 semantic_segmentation INFO: Iters: 98770/150000 || Lr: 0.007605 || Task Loss: 0.1681 || KD Loss: 0.0531|| 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: 3 days, 20:35:24 || Estimated Time: 2 days, 0:01:27
2023-07-31 10:18:48,304 semantic_segmentation INFO: Iters: 98780/150000 || Lr: 0.007604 || Task Loss: 0.2946 || KD Loss: 0.0612|| 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: 3 days, 20:35:55 || Estimated Time: 2 days, 0:00:52
2023-07-31 10:19:19,229 semantic_segmentation INFO: Iters: 98790/150000 || Lr: 0.007603 || Task Loss: 0.1479 || KD Loss: 0.0299|| 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: 3 days, 20:36:26 || Estimated Time: 2 days, 0:00:17
2023-07-31 10:19:50,138 semantic_segmentation INFO: Iters: 98800/150000 || Lr: 0.007601 || Task Loss: 0.2333 || KD Loss: 0.0695|| 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: 3 days, 20:36:56 || Estimated Time: 1 day, 23:59:42
2023-07-31 10:20:21,081 semantic_segmentation INFO: Iters: 98810/150000 || Lr: 0.007600 || Task Loss: 0.2751 || KD Loss: 0.0646|| 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: 3 days, 20:37:27 || Estimated Time: 1 day, 23:59:07
2023-07-31 10:20:51,963 semantic_segmentation INFO: Iters: 98820/150000 || Lr: 0.007599 || Task Loss: 0.2347 || KD Loss: 0.0736|| 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: 3 days, 20:37:58 || Estimated Time: 1 day, 23:58:31
2023-07-31 10:21:22,834 semantic_segmentation INFO: Iters: 98830/150000 || Lr: 0.007597 || Task Loss: 0.2298 || 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: 3 days, 20:38:29 || Estimated Time: 1 day, 23:57:56
2023-07-31 10:21:53,718 semantic_segmentation INFO: Iters: 98840/150000 || Lr: 0.007596 || Task Loss: 0.2095 || KD Loss: 0.0592|| 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: 3 days, 20:39:00 || Estimated Time: 1 day, 23:57:21
2023-07-31 10:22:24,636 semantic_segmentation INFO: Iters: 98850/150000 || Lr: 0.007595 || Task Loss: 0.1858 || KD Loss: 0.0486|| 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: 3 days, 20:39:31 || Estimated Time: 1 day, 23:56:46
2023-07-31 10:22:55,563 semantic_segmentation INFO: Iters: 98860/150000 || Lr: 0.007593 || Task Loss: 0.2235 || KD Loss: 0.0663|| 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: 3 days, 20:40:02 || Estimated Time: 1 day, 23:56:11
2023-07-31 10:23:26,472 semantic_segmentation INFO: Iters: 98870/150000 || Lr: 0.007592 || Task Loss: 0.1748 || KD Loss: 0.0423|| 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: 3 days, 20:40:33 || Estimated Time: 1 day, 23:55:35
2023-07-31 10:23:57,423 semantic_segmentation INFO: Iters: 98880/150000 || Lr: 0.007591 || Task Loss: 0.2138 || KD Loss: 0.0464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 20:41:04 || Estimated Time: 1 day, 23:55:00
2023-07-31 10:24:28,320 semantic_segmentation INFO: Iters: 98890/150000 || Lr: 0.007589 || Task Loss: 0.1318 || KD Loss: 0.0341|| 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: 3 days, 20:41:35 || Estimated Time: 1 day, 23:54:25
2023-07-31 10:24:59,249 semantic_segmentation INFO: Iters: 98900/150000 || Lr: 0.007588 || Task Loss: 0.2057 || KD Loss: 0.0473|| 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: 3 days, 20:42:06 || Estimated Time: 1 day, 23:53:50
2023-07-31 10:25:30,203 semantic_segmentation INFO: Iters: 98910/150000 || Lr: 0.007587 || Task Loss: 0.1637 || KD Loss: 0.0481|| 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: 3 days, 20:42:37 || Estimated Time: 1 day, 23:53:15
2023-07-31 10:26:01,166 semantic_segmentation INFO: Iters: 98920/150000 || Lr: 0.007585 || Task Loss: 0.1879 || KD Loss: 0.0593|| 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: 3 days, 20:43:08 || Estimated Time: 1 day, 23:52:39
2023-07-31 10:26:32,060 semantic_segmentation INFO: Iters: 98930/150000 || Lr: 0.007584 || Task Loss: 0.1490 || KD Loss: 0.0399|| 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: 3 days, 20:43:38 || Estimated Time: 1 day, 23:52:04
2023-07-31 10:27:02,930 semantic_segmentation INFO: Iters: 98940/150000 || Lr: 0.007583 || Task Loss: 0.2256 || KD Loss: 0.0725|| 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: 3 days, 20:44:09 || Estimated Time: 1 day, 23:51:29
2023-07-31 10:27:33,824 semantic_segmentation INFO: Iters: 98950/150000 || Lr: 0.007581 || Task Loss: 0.1611 || KD Loss: 0.0369|| 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: 3 days, 20:44:40 || Estimated Time: 1 day, 23:50:54
2023-07-31 10:28:04,716 semantic_segmentation INFO: Iters: 98960/150000 || Lr: 0.007580 || Task Loss: 0.2199 || KD Loss: 0.0437|| 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: 3 days, 20:45:11 || Estimated Time: 1 day, 23:50:18
2023-07-31 10:28:35,580 semantic_segmentation INFO: Iters: 98970/150000 || Lr: 0.007579 || Task Loss: 0.1434 || KD Loss: 0.0420|| 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: 3 days, 20:45:42 || Estimated Time: 1 day, 23:49:43
2023-07-31 10:29:06,533 semantic_segmentation INFO: Iters: 98980/150000 || Lr: 0.007577 || Task Loss: 0.2026 || KD Loss: 0.0365|| 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: 3 days, 20:46:13 || Estimated Time: 1 day, 23:49:08
2023-07-31 10:29:37,449 semantic_segmentation INFO: Iters: 98990/150000 || Lr: 0.007576 || Task Loss: 0.1844 || KD Loss: 0.0476|| 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: 3 days, 20:46:44 || Estimated Time: 1 day, 23:48:33
2023-07-31 10:30:08,356 semantic_segmentation INFO: Iters: 99000/150000 || Lr: 0.007575 || Task Loss: 0.2160 || KD Loss: 0.0616|| 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: 3 days, 20:47:15 || Estimated Time: 1 day, 23:47:58
2023-07-31 10:30:39,221 semantic_segmentation INFO: Iters: 99010/150000 || Lr: 0.007573 || Task Loss: 0.1584 || KD Loss: 0.0345|| 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: 3 days, 20:47:46 || Estimated Time: 1 day, 23:47:22
2023-07-31 10:31:10,129 semantic_segmentation INFO: Iters: 99020/150000 || Lr: 0.007572 || Task Loss: 0.1641 || KD Loss: 0.0417|| 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: 3 days, 20:48:16 || Estimated Time: 1 day, 23:46:47
2023-07-31 10:31:41,027 semantic_segmentation INFO: Iters: 99030/150000 || Lr: 0.007571 || Task Loss: 0.1774 || KD Loss: 0.0347|| 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: 3 days, 20:48:47 || Estimated Time: 1 day, 23:46:12
2023-07-31 10:32:11,910 semantic_segmentation INFO: Iters: 99040/150000 || Lr: 0.007569 || Task Loss: 0.2089 || KD Loss: 0.0376|| 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: 3 days, 20:49:18 || Estimated Time: 1 day, 23:45:37
2023-07-31 10:32:42,720 semantic_segmentation INFO: Iters: 99050/150000 || Lr: 0.007568 || Task Loss: 0.1502 || KD Loss: 0.0300|| 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: 3 days, 20:49:49 || Estimated Time: 1 day, 23:45:02
2023-07-31 10:33:13,590 semantic_segmentation INFO: Iters: 99060/150000 || Lr: 0.007567 || Task Loss: 0.1528 || KD Loss: 0.0348|| 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: 3 days, 20:50:20 || Estimated Time: 1 day, 23:44:26
2023-07-31 10:33:44,444 semantic_segmentation INFO: Iters: 99070/150000 || Lr: 0.007565 || Task Loss: 0.1644 || KD Loss: 0.0307|| 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: 3 days, 20:50:51 || Estimated Time: 1 day, 23:43:51
2023-07-31 10:34:15,285 semantic_segmentation INFO: Iters: 99080/150000 || Lr: 0.007564 || Task Loss: 0.1347 || KD Loss: 0.0291|| 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: 3 days, 20:51:22 || Estimated Time: 1 day, 23:43:16
2023-07-31 10:34:46,154 semantic_segmentation INFO: Iters: 99090/150000 || Lr: 0.007563 || Task Loss: 0.1667 || KD Loss: 0.0296|| 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: 3 days, 20:51:53 || Estimated Time: 1 day, 23:42:41
2023-07-31 10:35:16,957 semantic_segmentation INFO: Iters: 99100/150000 || Lr: 0.007561 || Task Loss: 0.1255 || KD Loss: 0.0350|| 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: 3 days, 20:52:23 || Estimated Time: 1 day, 23:42:05
2023-07-31 10:35:47,834 semantic_segmentation INFO: Iters: 99110/150000 || Lr: 0.007560 || Task Loss: 0.1903 || KD Loss: 0.0352|| 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: 3 days, 20:52:54 || Estimated Time: 1 day, 23:41:30
2023-07-31 10:36:18,716 semantic_segmentation INFO: Iters: 99120/150000 || Lr: 0.007559 || Task Loss: 0.1270 || KD Loss: 0.0475|| 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: 3 days, 20:53:25 || Estimated Time: 1 day, 23:40:55
2023-07-31 10:36:49,573 semantic_segmentation INFO: Iters: 99130/150000 || Lr: 0.007557 || Task Loss: 0.1518 || KD Loss: 0.0260|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 20:53:56 || Estimated Time: 1 day, 23:40:20
2023-07-31 10:37:20,436 semantic_segmentation INFO: Iters: 99140/150000 || Lr: 0.007556 || Task Loss: 0.1741 || KD Loss: 0.0574|| 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: 3 days, 20:54:27 || Estimated Time: 1 day, 23:39:45
2023-07-31 10:37:51,328 semantic_segmentation INFO: Iters: 99150/150000 || Lr: 0.007555 || Task Loss: 0.2649 || KD Loss: 0.0654|| 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: 3 days, 20:54:58 || Estimated Time: 1 day, 23:39:09
2023-07-31 10:38:22,193 semantic_segmentation INFO: Iters: 99160/150000 || Lr: 0.007553 || Task Loss: 0.2063 || KD Loss: 0.0446|| 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: 3 days, 20:55:29 || Estimated Time: 1 day, 23:38:34
2023-07-31 10:38:52,982 semantic_segmentation INFO: Iters: 99170/150000 || Lr: 0.007552 || Task Loss: 0.1614 || KD Loss: 0.0552|| 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: 3 days, 20:55:59 || Estimated Time: 1 day, 23:37:59
2023-07-31 10:39:23,840 semantic_segmentation INFO: Iters: 99180/150000 || Lr: 0.007551 || Task Loss: 0.1385 || KD Loss: 0.0334|| 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: 3 days, 20:56:30 || Estimated Time: 1 day, 23:37:24
2023-07-31 10:39:54,624 semantic_segmentation INFO: Iters: 99190/150000 || Lr: 0.007549 || Task Loss: 0.2329 || KD Loss: 0.0610|| 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: 3 days, 20:57:01 || Estimated Time: 1 day, 23:36:49
2023-07-31 10:40:25,496 semantic_segmentation INFO: Iters: 99200/150000 || Lr: 0.007548 || Task Loss: 0.2164 || KD Loss: 0.0435|| 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 days, 20:57:32 || Estimated Time: 1 day, 23:36:13
2023-07-31 10:40:25,561 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 10:40:26,399 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.410
2023-07-31 10:40:26,518 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.975, mIoU: 0.514
2023-07-31 10:40:26,626 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.511
2023-07-31 10:40:26,731 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.541
2023-07-31 10:40:26,833 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.536
2023-07-31 10:40:26,937 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.541
2023-07-31 10:40:27,039 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.580
2023-07-31 10:40:27,142 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.624
2023-07-31 10:40:27,249 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.660
2023-07-31 10:40:27,352 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.708
2023-07-31 10:40:27,455 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.715
2023-07-31 10:40:27,560 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.732
2023-07-31 10:40:27,667 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.735
2023-07-31 10:40:27,770 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.725
2023-07-31 10:40:27,874 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.726
2023-07-31 10:40:27,976 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.720
2023-07-31 10:40:28,078 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.722
2023-07-31 10:40:28,181 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.722
2023-07-31 10:40:28,284 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.729
2023-07-31 10:40:28,387 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.735
2023-07-31 10:40:28,491 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.734
2023-07-31 10:40:28,594 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.700
2023-07-31 10:40:28,698 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.703
2023-07-31 10:40:28,802 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-31 10:40:28,908 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-31 10:40:29,013 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-31 10:40:29,117 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.710
2023-07-31 10:40:29,224 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.705
2023-07-31 10:40:29,326 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.713
2023-07-31 10:40:29,431 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.947, mIoU: 0.722
2023-07-31 10:40:29,533 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 10:40:29,635 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.719
2023-07-31 10:40:29,740 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.947, mIoU: 0.720
2023-07-31 10:40:29,842 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.947, mIoU: 0.719
2023-07-31 10:40:29,946 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.720
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2023-07-31 10:40:32,031 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.948, mIoU: 0.721
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2023-07-31 10:41:10,506 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 10:41:10,611 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 10:41:10,721 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 10:41:10,836 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 10:41:10,939 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 10:41:11,044 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 10:41:11,148 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 10:41:11,257 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 10:41:11,361 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 10:41:11,465 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 10:41:11,571 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 10:41:11,676 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 10:41:11,781 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 10:41:11,892 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 10:41:11,998 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 10:41:12,105 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 10:41:12,214 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 10:41:12,320 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 10:41:12,425 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-31 10:41:12,531 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-31 10:41:12,634 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-31 10:41:12,739 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 10:41:12,845 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 10:41:12,948 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-31 10:41:13,053 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 10:41:13,156 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 10:41:13,260 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 10:41:13,365 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 10:41:13,470 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 10:41:13,576 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 10:41:13,682 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 10:41:13,787 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 10:41:13,894 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 10:41:13,998 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 10:41:14,103 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 10:41:14,208 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 10:41:14,313 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 10:41:14,414 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-31 10:41:14,520 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 10:41:14,625 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-31 10:41:14,732 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-31 10:41:14,836 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-31 10:41:14,949 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-31 10:41:15,054 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-31 10:41:15,159 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 10:41:15,265 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-31 10:41:15,370 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-31 10:41:15,476 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 10:41:15,581 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 10:41:15,689 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 10:41:15,795 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 10:41:15,902 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 10:41:16,003 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 10:41:16,108 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 10:41:16,212 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 10:41:16,316 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 10:41:16,420 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 10:41:16,525 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 10:41:16,630 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 10:41:16,735 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 10:41:16,838 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 10:41:16,944 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 10:41:17,047 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 10:41:17,149 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 10:41:17,252 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 10:41:17,355 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 10:41:17,458 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 10:41:17,560 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 10:41:17,663 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 10:41:17,766 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 10:41:17,869 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 10:41:17,973 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 10:41:18,075 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 10:41:18,178 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 10:41:18,281 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 10:41:18,382 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 10:41:18,484 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 10:41:18,585 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 10:41:49,739 semantic_segmentation INFO: Iters: 99210/150000 || Lr: 0.007547 || Task Loss: 0.1712 || KD Loss: 0.0475|| 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: 3 days, 20:58:56 || Estimated Time: 1 day, 23:36:05
2023-07-31 10:42:20,583 semantic_segmentation INFO: Iters: 99220/150000 || Lr: 0.007545 || Task Loss: 0.1920 || KD Loss: 0.0313|| 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: 3 days, 20:59:27 || Estimated Time: 1 day, 23:35:30
2023-07-31 10:42:51,374 semantic_segmentation INFO: Iters: 99230/150000 || Lr: 0.007544 || Task Loss: 0.2011 || KD Loss: 0.0441|| 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: 3 days, 20:59:58 || Estimated Time: 1 day, 23:34:55
2023-07-31 10:43:22,219 semantic_segmentation INFO: Iters: 99240/150000 || Lr: 0.007543 || Task Loss: 0.1756 || KD Loss: 0.0531|| 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: 3 days, 21:00:29 || Estimated Time: 1 day, 23:34:20
2023-07-31 10:43:52,990 semantic_segmentation INFO: Iters: 99250/150000 || Lr: 0.007541 || Task Loss: 0.1726 || KD Loss: 0.0542|| 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: 3 days, 21:00:59 || Estimated Time: 1 day, 23:33:45
2023-07-31 10:44:23,848 semantic_segmentation INFO: Iters: 99260/150000 || Lr: 0.007540 || Task Loss: 0.1809 || KD Loss: 0.0382|| 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: 3 days, 21:01:30 || Estimated Time: 1 day, 23:33:09
2023-07-31 10:44:54,637 semantic_segmentation INFO: Iters: 99270/150000 || Lr: 0.007539 || Task Loss: 0.1237 || KD Loss: 0.0284|| 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: 3 days, 21:02:01 || Estimated Time: 1 day, 23:32:34
2023-07-31 10:45:25,470 semantic_segmentation INFO: Iters: 99280/150000 || Lr: 0.007537 || Task Loss: 0.1648 || KD Loss: 0.0390|| 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: 3 days, 21:02:32 || Estimated Time: 1 day, 23:31:59
2023-07-31 10:45:56,254 semantic_segmentation INFO: Iters: 99290/150000 || Lr: 0.007536 || Task Loss: 0.1922 || KD Loss: 0.0767|| 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: 3 days, 21:03:03 || Estimated Time: 1 day, 23:31:24
2023-07-31 10:46:27,053 semantic_segmentation INFO: Iters: 99300/150000 || Lr: 0.007535 || Task Loss: 0.2011 || KD Loss: 0.0475|| 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: 3 days, 21:03:33 || Estimated Time: 1 day, 23:30:48
2023-07-31 10:46:57,877 semantic_segmentation INFO: Iters: 99310/150000 || Lr: 0.007533 || Task Loss: 0.1984 || KD Loss: 0.0436|| 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: 3 days, 21:04:04 || Estimated Time: 1 day, 23:30:13
2023-07-31 10:47:28,676 semantic_segmentation INFO: Iters: 99320/150000 || Lr: 0.007532 || Task Loss: 0.1987 || KD Loss: 0.0495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 21:04:35 || Estimated Time: 1 day, 23:29:38
2023-07-31 10:47:59,486 semantic_segmentation INFO: Iters: 99330/150000 || Lr: 0.007531 || Task Loss: 0.1894 || KD Loss: 0.0329|| 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 days, 21:05:06 || Estimated Time: 1 day, 23:29:03
2023-07-31 10:48:30,244 semantic_segmentation INFO: Iters: 99340/150000 || Lr: 0.007529 || Task Loss: 0.1493 || KD Loss: 0.0386|| 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: 3 days, 21:05:37 || Estimated Time: 1 day, 23:28:27
2023-07-31 10:49:01,033 semantic_segmentation INFO: Iters: 99350/150000 || Lr: 0.007528 || Task Loss: 0.2243 || KD Loss: 0.0675|| 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: 3 days, 21:06:07 || Estimated Time: 1 day, 23:27:52
2023-07-31 10:49:31,900 semantic_segmentation INFO: Iters: 99360/150000 || Lr: 0.007527 || Task Loss: 0.1369 || KD Loss: 0.0384|| 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: 3 days, 21:06:38 || Estimated Time: 1 day, 23:27:17
2023-07-31 10:50:02,707 semantic_segmentation INFO: Iters: 99370/150000 || Lr: 0.007525 || Task Loss: 0.1597 || KD Loss: 0.0481|| 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: 3 days, 21:07:09 || Estimated Time: 1 day, 23:26:42
2023-07-31 10:50:33,552 semantic_segmentation INFO: Iters: 99380/150000 || Lr: 0.007524 || Task Loss: 0.1703 || KD Loss: 0.0481|| 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: 3 days, 21:07:40 || Estimated Time: 1 day, 23:26:07
2023-07-31 10:51:04,430 semantic_segmentation INFO: Iters: 99390/150000 || Lr: 0.007523 || Task Loss: 0.2140 || KD Loss: 0.0448|| 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: 3 days, 21:08:11 || Estimated Time: 1 day, 23:25:31
2023-07-31 10:51:35,189 semantic_segmentation INFO: Iters: 99400/150000 || Lr: 0.007521 || Task Loss: 0.1902 || KD Loss: 0.0371|| 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: 3 days, 21:08:42 || Estimated Time: 1 day, 23:24:56
2023-07-31 10:52:06,003 semantic_segmentation INFO: Iters: 99410/150000 || Lr: 0.007520 || Task Loss: 0.1963 || KD Loss: 0.0417|| 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: 3 days, 21:09:12 || Estimated Time: 1 day, 23:24:21
2023-07-31 10:52:36,808 semantic_segmentation INFO: Iters: 99420/150000 || Lr: 0.007519 || Task Loss: 0.1973 || KD Loss: 0.0485|| 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: 3 days, 21:09:43 || Estimated Time: 1 day, 23:23:46
2023-07-31 10:53:07,610 semantic_segmentation INFO: Iters: 99430/150000 || Lr: 0.007517 || Task Loss: 0.1683 || KD Loss: 0.0316|| 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: 3 days, 21:10:14 || Estimated Time: 1 day, 23:23:10
2023-07-31 10:53:38,448 semantic_segmentation INFO: Iters: 99440/150000 || Lr: 0.007516 || Task Loss: 0.2068 || KD Loss: 0.0799|| 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: 3 days, 21:10:45 || Estimated Time: 1 day, 23:22:35
2023-07-31 10:54:09,220 semantic_segmentation INFO: Iters: 99450/150000 || Lr: 0.007515 || Task Loss: 0.1960 || KD Loss: 0.0399|| 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: 3 days, 21:11:16 || Estimated Time: 1 day, 23:22:00
2023-07-31 10:54:40,020 semantic_segmentation INFO: Iters: 99460/150000 || Lr: 0.007513 || Task Loss: 0.2721 || KD Loss: 0.1113|| 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 days, 21:11:46 || Estimated Time: 1 day, 23:21:25
2023-07-31 10:55:10,848 semantic_segmentation INFO: Iters: 99470/150000 || Lr: 0.007512 || Task Loss: 0.1633 || KD Loss: 0.0567|| 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: 3 days, 21:12:17 || Estimated Time: 1 day, 23:20:50
2023-07-31 10:55:41,688 semantic_segmentation INFO: Iters: 99480/150000 || Lr: 0.007511 || Task Loss: 0.2248 || KD Loss: 0.0589|| 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: 3 days, 21:12:48 || Estimated Time: 1 day, 23:20:14
2023-07-31 10:56:12,496 semantic_segmentation INFO: Iters: 99490/150000 || Lr: 0.007509 || Task Loss: 0.2569 || KD Loss: 0.0623|| 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: 3 days, 21:13:19 || Estimated Time: 1 day, 23:19:39
2023-07-31 10:56:43,235 semantic_segmentation INFO: Iters: 99500/150000 || Lr: 0.007508 || Task Loss: 0.2449 || KD Loss: 0.0674|| 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: 3 days, 21:13:50 || Estimated Time: 1 day, 23:19:04
2023-07-31 10:57:14,136 semantic_segmentation INFO: Iters: 99510/150000 || Lr: 0.007507 || Task Loss: 0.1955 || KD Loss: 0.0477|| 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: 3 days, 21:14:20 || Estimated Time: 1 day, 23:18:29
2023-07-31 10:57:44,940 semantic_segmentation INFO: Iters: 99520/150000 || Lr: 0.007505 || Task Loss: 0.2809 || KD Loss: 0.1199|| 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: 3 days, 21:14:51 || Estimated Time: 1 day, 23:17:53
2023-07-31 10:58:15,757 semantic_segmentation INFO: Iters: 99530/150000 || Lr: 0.007504 || Task Loss: 0.1785 || KD Loss: 0.0557|| 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: 3 days, 21:15:22 || Estimated Time: 1 day, 23:17:18
2023-07-31 10:58:46,484 semantic_segmentation INFO: Iters: 99540/150000 || Lr: 0.007503 || Task Loss: 0.1765 || KD Loss: 0.0386|| 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: 3 days, 21:15:53 || Estimated Time: 1 day, 23:16:43
2023-07-31 10:59:17,325 semantic_segmentation INFO: Iters: 99550/150000 || Lr: 0.007501 || Task Loss: 0.2314 || KD Loss: 0.0434|| 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: 3 days, 21:16:24 || Estimated Time: 1 day, 23:16:08
2023-07-31 10:59:48,138 semantic_segmentation INFO: Iters: 99560/150000 || Lr: 0.007500 || Task Loss: 0.2570 || KD Loss: 0.0446|| 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: 3 days, 21:16:54 || Estimated Time: 1 day, 23:15:33
2023-07-31 11:00:18,916 semantic_segmentation INFO: Iters: 99570/150000 || Lr: 0.007499 || Task Loss: 0.1766 || KD Loss: 0.0405|| 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: 3 days, 21:17:25 || Estimated Time: 1 day, 23:14:57
2023-07-31 11:00:49,711 semantic_segmentation INFO: Iters: 99580/150000 || Lr: 0.007497 || Task Loss: 0.2510 || KD Loss: 0.0816|| 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: 3 days, 21:17:56 || Estimated Time: 1 day, 23:14:22
2023-07-31 11:01:20,489 semantic_segmentation INFO: Iters: 99590/150000 || Lr: 0.007496 || Task Loss: 0.1409 || KD Loss: 0.0415|| 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: 3 days, 21:18:27 || Estimated Time: 1 day, 23:13:47
2023-07-31 11:01:51,276 semantic_segmentation INFO: Iters: 99600/150000 || Lr: 0.007495 || Task Loss: 0.1468 || KD Loss: 0.0434|| 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: 3 days, 21:18:58 || Estimated Time: 1 day, 23:13:12
2023-07-31 11:02:22,105 semantic_segmentation INFO: Iters: 99610/150000 || Lr: 0.007493 || Task Loss: 0.1571 || KD Loss: 0.0573|| 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: 3 days, 21:19:28 || Estimated Time: 1 day, 23:12:37
2023-07-31 11:02:52,868 semantic_segmentation INFO: Iters: 99620/150000 || Lr: 0.007492 || Task Loss: 0.1604 || KD Loss: 0.0303|| 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: 3 days, 21:19:59 || Estimated Time: 1 day, 23:12:01
2023-07-31 11:03:23,701 semantic_segmentation INFO: Iters: 99630/150000 || Lr: 0.007490 || Task Loss: 0.1997 || KD Loss: 0.0524|| 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: 3 days, 21:20:30 || Estimated Time: 1 day, 23:11:26
2023-07-31 11:03:54,490 semantic_segmentation INFO: Iters: 99640/150000 || Lr: 0.007489 || Task Loss: 0.1587 || KD Loss: 0.0395|| 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: 3 days, 21:21:01 || Estimated Time: 1 day, 23:10:51
2023-07-31 11:04:25,253 semantic_segmentation INFO: Iters: 99650/150000 || Lr: 0.007488 || Task Loss: 0.1308 || KD Loss: 0.0264|| 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: 3 days, 21:21:32 || Estimated Time: 1 day, 23:10:16
2023-07-31 11:04:56,053 semantic_segmentation INFO: Iters: 99660/150000 || Lr: 0.007486 || Task Loss: 0.1928 || KD Loss: 0.0382|| 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: 3 days, 21:22:02 || Estimated Time: 1 day, 23:09:40
2023-07-31 11:05:26,849 semantic_segmentation INFO: Iters: 99670/150000 || Lr: 0.007485 || Task Loss: 0.1552 || KD Loss: 0.0321|| 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: 3 days, 21:22:33 || Estimated Time: 1 day, 23:09:05
2023-07-31 11:05:57,585 semantic_segmentation INFO: Iters: 99680/150000 || Lr: 0.007484 || Task Loss: 0.2166 || KD Loss: 0.0417|| 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: 3 days, 21:23:04 || Estimated Time: 1 day, 23:08:30
2023-07-31 11:06:28,310 semantic_segmentation INFO: Iters: 99690/150000 || Lr: 0.007482 || Task Loss: 0.1703 || KD Loss: 0.0603|| 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: 3 days, 21:23:35 || Estimated Time: 1 day, 23:07:55
2023-07-31 11:06:59,087 semantic_segmentation INFO: Iters: 99700/150000 || Lr: 0.007481 || Task Loss: 0.1967 || KD Loss: 0.0584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1061|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 21:24:05 || Estimated Time: 1 day, 23:07:20
2023-07-31 11:07:29,863 semantic_segmentation INFO: Iters: 99710/150000 || Lr: 0.007480 || Task Loss: 0.1982 || KD Loss: 0.0385|| 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: 3 days, 21:24:36 || Estimated Time: 1 day, 23:06:44
2023-07-31 11:08:00,642 semantic_segmentation INFO: Iters: 99720/150000 || Lr: 0.007478 || Task Loss: 0.2494 || KD Loss: 0.1238|| 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: 3 days, 21:25:07 || Estimated Time: 1 day, 23:06:09
2023-07-31 11:08:31,384 semantic_segmentation INFO: Iters: 99730/150000 || Lr: 0.007477 || Task Loss: 0.1966 || KD Loss: 0.0419|| 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: 3 days, 21:25:38 || Estimated Time: 1 day, 23:05:34
2023-07-31 11:09:02,119 semantic_segmentation INFO: Iters: 99740/150000 || Lr: 0.007476 || Task Loss: 0.1990 || KD Loss: 0.0599|| 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: 3 days, 21:26:08 || Estimated Time: 1 day, 23:04:59
2023-07-31 11:09:32,870 semantic_segmentation INFO: Iters: 99750/150000 || Lr: 0.007474 || Task Loss: 0.1537 || KD Loss: 0.0399|| 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: 3 days, 21:26:39 || Estimated Time: 1 day, 23:04:23
2023-07-31 11:10:03,644 semantic_segmentation INFO: Iters: 99760/150000 || Lr: 0.007473 || Task Loss: 0.1508 || KD Loss: 0.0407|| 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: 3 days, 21:27:10 || Estimated Time: 1 day, 23:03:48
2023-07-31 11:10:34,398 semantic_segmentation INFO: Iters: 99770/150000 || Lr: 0.007472 || Task Loss: 0.2303 || KD Loss: 0.0577|| 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: 3 days, 21:27:41 || Estimated Time: 1 day, 23:03:13
2023-07-31 11:11:05,182 semantic_segmentation INFO: Iters: 99780/150000 || Lr: 0.007470 || Task Loss: 0.1670 || KD Loss: 0.0320|| 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: 3 days, 21:28:12 || Estimated Time: 1 day, 23:02:38
2023-07-31 11:11:35,910 semantic_segmentation INFO: Iters: 99790/150000 || Lr: 0.007469 || Task Loss: 0.2682 || KD Loss: 0.0662|| 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: 3 days, 21:28:42 || Estimated Time: 1 day, 23:02:03
2023-07-31 11:12:06,673 semantic_segmentation INFO: Iters: 99800/150000 || Lr: 0.007468 || Task Loss: 0.2080 || KD Loss: 0.0490|| 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: 3 days, 21:29:13 || Estimated Time: 1 day, 23:01:27
2023-07-31 11:12:37,459 semantic_segmentation INFO: Iters: 99810/150000 || Lr: 0.007466 || Task Loss: 0.2249 || KD Loss: 0.0571|| 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 days, 21:29:44 || Estimated Time: 1 day, 23:00:52
2023-07-31 11:13:08,252 semantic_segmentation INFO: Iters: 99820/150000 || Lr: 0.007465 || Task Loss: 0.1770 || KD Loss: 0.0476|| 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: 3 days, 21:30:15 || Estimated Time: 1 day, 23:00:17
2023-07-31 11:13:39,008 semantic_segmentation INFO: Iters: 99830/150000 || Lr: 0.007464 || Task Loss: 0.2045 || KD Loss: 0.0417|| 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: 3 days, 21:30:45 || Estimated Time: 1 day, 22:59:42
2023-07-31 11:14:09,838 semantic_segmentation INFO: Iters: 99840/150000 || Lr: 0.007462 || Task Loss: 0.1904 || KD Loss: 0.0427|| 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 days, 21:31:16 || Estimated Time: 1 day, 22:59:07
2023-07-31 11:14:40,631 semantic_segmentation INFO: Iters: 99850/150000 || Lr: 0.007461 || Task Loss: 0.1257 || KD Loss: 0.0253|| 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: 3 days, 21:31:47 || Estimated Time: 1 day, 22:58:31
2023-07-31 11:15:11,369 semantic_segmentation INFO: Iters: 99860/150000 || Lr: 0.007460 || Task Loss: 0.2556 || KD Loss: 0.0553|| 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: 3 days, 21:32:18 || Estimated Time: 1 day, 22:57:56
2023-07-31 11:15:42,171 semantic_segmentation INFO: Iters: 99870/150000 || Lr: 0.007458 || Task Loss: 0.2121 || KD Loss: 0.0431|| 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: 3 days, 21:32:49 || Estimated Time: 1 day, 22:57:21
2023-07-31 11:16:12,939 semantic_segmentation INFO: Iters: 99880/150000 || Lr: 0.007457 || Task Loss: 0.2461 || KD Loss: 0.0704|| 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: 3 days, 21:33:19 || Estimated Time: 1 day, 22:56:46
2023-07-31 11:16:43,688 semantic_segmentation INFO: Iters: 99890/150000 || Lr: 0.007456 || Task Loss: 0.2292 || KD Loss: 0.0554|| 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: 3 days, 21:33:50 || Estimated Time: 1 day, 22:56:11
2023-07-31 11:17:14,399 semantic_segmentation INFO: Iters: 99900/150000 || Lr: 0.007454 || Task Loss: 0.1335 || KD Loss: 0.0353|| 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: 3 days, 21:34:21 || Estimated Time: 1 day, 22:55:35
2023-07-31 11:17:45,135 semantic_segmentation INFO: Iters: 99910/150000 || Lr: 0.007453 || Task Loss: 0.1738 || KD Loss: 0.0478|| 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: 3 days, 21:34:51 || Estimated Time: 1 day, 22:55:00
2023-07-31 11:18:15,872 semantic_segmentation INFO: Iters: 99920/150000 || Lr: 0.007452 || Task Loss: 0.2087 || KD Loss: 0.0587|| 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: 3 days, 21:35:22 || Estimated Time: 1 day, 22:54:25
2023-07-31 11:18:46,582 semantic_segmentation INFO: Iters: 99930/150000 || Lr: 0.007450 || Task Loss: 0.1546 || KD Loss: 0.0333|| 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: 3 days, 21:35:53 || Estimated Time: 1 day, 22:53:50
2023-07-31 11:19:17,318 semantic_segmentation INFO: Iters: 99940/150000 || Lr: 0.007449 || Task Loss: 0.1885 || KD Loss: 0.0425|| 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: 3 days, 21:36:24 || Estimated Time: 1 day, 22:53:15
2023-07-31 11:19:48,022 semantic_segmentation INFO: Iters: 99950/150000 || Lr: 0.007448 || Task Loss: 0.3019 || KD Loss: 0.0896|| 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: 3 days, 21:36:54 || Estimated Time: 1 day, 22:52:39
2023-07-31 11:20:18,728 semantic_segmentation INFO: Iters: 99960/150000 || Lr: 0.007446 || Task Loss: 0.1914 || KD Loss: 0.0436|| 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: 3 days, 21:37:25 || Estimated Time: 1 day, 22:52:04
2023-07-31 11:20:49,431 semantic_segmentation INFO: Iters: 99970/150000 || Lr: 0.007445 || Task Loss: 0.2130 || KD Loss: 0.0354|| 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: 3 days, 21:37:56 || Estimated Time: 1 day, 22:51:29
2023-07-31 11:21:20,160 semantic_segmentation INFO: Iters: 99980/150000 || Lr: 0.007444 || Task Loss: 0.1628 || KD Loss: 0.0369|| 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: 3 days, 21:38:27 || Estimated Time: 1 day, 22:50:54
2023-07-31 11:21:50,882 semantic_segmentation INFO: Iters: 99990/150000 || Lr: 0.007442 || Task Loss: 0.1224 || KD Loss: 0.0457|| 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: 3 days, 21:38:57 || Estimated Time: 1 day, 22:50:18
2023-07-31 11:22:21,573 semantic_segmentation INFO: Iters: 100000/150000 || Lr: 0.007441 || Task Loss: 0.1449 || KD Loss: 0.0291|| 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: 3 days, 21:39:28 || Estimated Time: 1 day, 22:49:43
2023-07-31 11:22:21,641 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 11:22:22,492 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.413
2023-07-31 11:22:22,607 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.512
2023-07-31 11:22:22,710 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.510
2023-07-31 11:22:22,813 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.535
2023-07-31 11:22:22,918 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.545
2023-07-31 11:22:23,022 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.550
2023-07-31 11:22:23,124 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.576
2023-07-31 11:22:23,227 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.618
2023-07-31 11:22:23,329 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.665
2023-07-31 11:22:23,432 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.717
2023-07-31 11:22:23,534 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.730
2023-07-31 11:22:23,639 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.737
2023-07-31 11:22:23,742 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.741
2023-07-31 11:22:23,845 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.732
2023-07-31 11:22:23,949 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.729
2023-07-31 11:22:24,052 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.716
2023-07-31 11:22:24,154 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.718
2023-07-31 11:22:24,256 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.719
2023-07-31 11:22:24,359 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.726
2023-07-31 11:22:24,462 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.733
2023-07-31 11:22:24,566 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.733
2023-07-31 11:22:24,671 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.741
2023-07-31 11:22:24,773 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.741
2023-07-31 11:22:24,876 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 11:22:24,978 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.761
2023-07-31 11:22:25,080 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.762
2023-07-31 11:22:25,182 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.749
2023-07-31 11:22:25,284 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.951, mIoU: 0.746
2023-07-31 11:22:25,386 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.951, mIoU: 0.745
2023-07-31 11:22:25,489 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.952, mIoU: 0.754
2023-07-31 11:22:25,591 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.952, mIoU: 0.753
2023-07-31 11:22:25,697 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 11:22:25,802 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.751
2023-07-31 11:22:25,908 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.751
2023-07-31 11:22:26,013 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.753
2023-07-31 11:22:26,117 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.752
2023-07-31 11:22:26,219 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.748
2023-07-31 11:22:26,322 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.951, mIoU: 0.748
2023-07-31 11:22:26,426 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 11:22:26,529 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 11:22:26,634 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 11:22:26,740 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 11:22:26,843 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-31 11:22:26,947 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 11:22:27,056 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-31 11:22:27,160 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-31 11:22:27,263 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.953, mIoU: 0.736
2023-07-31 11:22:27,368 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.953, mIoU: 0.734
2023-07-31 11:22:27,472 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-31 11:22:27,575 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 11:22:27,681 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 11:22:27,783 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 11:22:27,886 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.952, mIoU: 0.746
2023-07-31 11:22:27,991 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.952, mIoU: 0.749
2023-07-31 11:22:28,094 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.951, mIoU: 0.747
2023-07-31 11:22:28,196 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.951, mIoU: 0.748
2023-07-31 11:22:28,300 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.951, mIoU: 0.749
2023-07-31 11:22:28,405 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.951, mIoU: 0.755
2023-07-31 11:22:28,507 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.951, mIoU: 0.758
2023-07-31 11:22:28,608 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.951, mIoU: 0.757
2023-07-31 11:22:28,715 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.951, mIoU: 0.759
2023-07-31 11:22:28,819 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.951, mIoU: 0.761
2023-07-31 11:22:28,923 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.951, mIoU: 0.760
2023-07-31 11:22:29,026 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.951, mIoU: 0.762
2023-07-31 11:22:29,128 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.951, mIoU: 0.764
2023-07-31 11:22:29,231 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.951, mIoU: 0.765
2023-07-31 11:22:29,332 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.950, mIoU: 0.764
2023-07-31 11:22:29,438 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.950, mIoU: 0.765
2023-07-31 11:22:29,540 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.950, mIoU: 0.764
2023-07-31 11:22:29,643 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.950, mIoU: 0.763
2023-07-31 11:22:29,749 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.950, mIoU: 0.764
2023-07-31 11:22:29,856 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.950, mIoU: 0.764
2023-07-31 11:22:29,962 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.950, mIoU: 0.762
2023-07-31 11:22:30,064 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.951, mIoU: 0.762
2023-07-31 11:22:30,166 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.950, mIoU: 0.763
2023-07-31 11:22:30,268 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.950, mIoU: 0.763
2023-07-31 11:22:30,370 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.951, mIoU: 0.763
2023-07-31 11:22:30,475 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.951, mIoU: 0.763
2023-07-31 11:22:30,579 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.951, mIoU: 0.763
2023-07-31 11:22:30,682 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.951, mIoU: 0.763
2023-07-31 11:22:30,787 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.950, mIoU: 0.765
2023-07-31 11:22:30,892 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.951, mIoU: 0.764
2023-07-31 11:22:30,995 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.951, mIoU: 0.764
2023-07-31 11:22:31,097 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.950, mIoU: 0.762
2023-07-31 11:22:31,200 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.947, mIoU: 0.758
2023-07-31 11:22:31,303 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.947, mIoU: 0.758
2023-07-31 11:22:31,407 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.947, mIoU: 0.758
2023-07-31 11:22:31,510 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.948, mIoU: 0.758
2023-07-31 11:22:31,615 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.947, mIoU: 0.758
2023-07-31 11:22:31,722 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.948, mIoU: 0.757
2023-07-31 11:22:31,824 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.948, mIoU: 0.757
2023-07-31 11:22:31,927 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.947, mIoU: 0.753
2023-07-31 11:22:32,031 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.947, mIoU: 0.752
2023-07-31 11:22:32,134 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.947, mIoU: 0.753
2023-07-31 11:22:32,238 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.947, mIoU: 0.753
2023-07-31 11:22:32,340 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.947, mIoU: 0.753
2023-07-31 11:22:32,446 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.947, mIoU: 0.754
2023-07-31 11:22:32,548 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.948, mIoU: 0.754
2023-07-31 11:22:32,652 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.947, mIoU: 0.752
2023-07-31 11:22:32,759 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.947, mIoU: 0.751
2023-07-31 11:22:32,860 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-31 11:22:32,965 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-31 11:22:33,069 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-31 11:22:33,173 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.945, mIoU: 0.747
2023-07-31 11:22:33,276 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.945, mIoU: 0.747
2023-07-31 11:22:33,380 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.945, mIoU: 0.747
2023-07-31 11:22:33,487 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.945, mIoU: 0.747
2023-07-31 11:22:33,592 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.946, mIoU: 0.748
2023-07-31 11:22:33,695 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.946, mIoU: 0.748
2023-07-31 11:22:33,801 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.946, mIoU: 0.748
2023-07-31 11:22:33,905 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.946, mIoU: 0.748
2023-07-31 11:22:34,011 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-31 11:22:34,115 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.946, mIoU: 0.747
2023-07-31 11:22:34,221 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.946, mIoU: 0.747
2023-07-31 11:22:34,323 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.946, mIoU: 0.747
2023-07-31 11:22:34,428 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.946, mIoU: 0.746
2023-07-31 11:22:34,530 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.946, mIoU: 0.749
2023-07-31 11:22:34,632 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.946, mIoU: 0.750
2023-07-31 11:22:34,734 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.946, mIoU: 0.751
2023-07-31 11:22:34,837 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.946, mIoU: 0.751
2023-07-31 11:22:34,941 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.946, mIoU: 0.751
2023-07-31 11:22:35,045 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.946, mIoU: 0.750
2023-07-31 11:22:35,147 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.946, mIoU: 0.750
2023-07-31 11:22:35,251 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.946, mIoU: 0.751
2023-07-31 11:22:35,354 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.946, mIoU: 0.751
2023-07-31 11:22:35,459 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-31 11:22:35,563 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-31 11:22:35,665 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-31 11:22:35,770 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-31 11:22:35,872 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-31 11:22:35,975 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.946, mIoU: 0.754
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2023-07-31 11:22:55,970 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.947, mIoU: 0.734
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2023-07-31 11:22:56,182 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.947, mIoU: 0.734
2023-07-31 11:22:56,288 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.947, mIoU: 0.734
2023-07-31 11:22:56,394 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.947, mIoU: 0.735
2023-07-31 11:22:56,500 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-31 11:22:56,605 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-31 11:22:56,710 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.948, mIoU: 0.736
2023-07-31 11:22:56,816 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.948, mIoU: 0.736
2023-07-31 11:22:56,921 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.948, mIoU: 0.736
2023-07-31 11:22:57,025 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.948, mIoU: 0.736
2023-07-31 11:22:57,132 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.948, mIoU: 0.736
2023-07-31 11:22:57,237 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.948, mIoU: 0.736
2023-07-31 11:22:57,344 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.948, mIoU: 0.736
2023-07-31 11:22:57,448 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.948, mIoU: 0.736
2023-07-31 11:22:57,551 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.948, mIoU: 0.736
2023-07-31 11:22:57,657 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-31 11:22:57,763 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.948, mIoU: 0.737
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2023-07-31 11:22:57,980 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-31 11:22:58,085 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-31 11:22:58,191 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.949, mIoU: 0.737
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2023-07-31 11:22:58,396 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-31 11:22:58,500 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-31 11:22:58,606 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-31 11:22:58,708 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-31 11:22:58,811 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-31 11:22:58,914 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-31 11:22:59,017 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-31 11:22:59,125 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 11:22:59,227 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 11:22:59,332 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 11:22:59,437 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 11:22:59,545 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 11:22:59,649 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 11:22:59,753 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 11:22:59,857 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 11:22:59,961 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 11:23:00,066 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 11:23:00,178 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 11:23:00,283 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 11:23:00,392 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 11:23:00,496 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 11:23:00,598 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 11:23:00,704 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 11:23:00,809 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 11:23:00,914 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 11:23:01,019 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 11:23:01,124 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 11:23:01,230 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 11:23:01,334 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 11:23:01,437 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 11:23:01,543 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 11:23:01,648 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 11:23:01,754 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-31 11:23:01,859 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-31 11:23:01,964 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 11:23:02,069 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 11:23:02,178 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 11:23:02,285 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 11:23:02,390 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 11:23:02,496 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 11:23:02,601 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-31 11:23:02,710 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-31 11:23:02,815 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-31 11:23:02,920 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-31 11:23:03,022 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-31 11:23:03,125 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-31 11:23:03,231 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-31 11:23:03,335 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-31 11:23:03,440 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-31 11:23:03,544 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-31 11:23:03,647 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-31 11:23:03,754 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-31 11:23:03,860 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-31 11:23:03,965 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-31 11:23:04,069 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.952, mIoU: 0.742
2023-07-31 11:23:04,175 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.952, mIoU: 0.742
2023-07-31 11:23:04,282 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.952, mIoU: 0.742
2023-07-31 11:23:04,387 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.952, mIoU: 0.742
2023-07-31 11:23:04,493 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.952, mIoU: 0.742
2023-07-31 11:23:04,596 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.952, mIoU: 0.743
2023-07-31 11:23:04,702 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.952, mIoU: 0.743
2023-07-31 11:23:04,805 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.952, mIoU: 0.743
2023-07-31 11:23:04,908 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.952, mIoU: 0.743
2023-07-31 11:23:05,014 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.952, mIoU: 0.743
2023-07-31 11:23:05,119 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.952, mIoU: 0.743
2023-07-31 11:23:05,224 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 11:23:05,326 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 11:23:05,432 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 11:23:05,537 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 11:23:05,643 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 11:23:05,747 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 11:23:05,852 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 11:23:05,959 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 11:23:06,065 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 11:23:06,171 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 11:23:06,278 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 11:23:06,383 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 11:23:06,488 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 11:23:06,593 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 11:23:06,696 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 11:23:06,800 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 11:23:06,904 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 11:23:07,009 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 11:23:07,113 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 11:23:07,218 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 11:23:07,323 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 11:23:07,426 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 11:23:07,531 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 11:23:07,635 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 11:23:07,740 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 11:23:07,843 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 11:23:07,946 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 11:23:08,049 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 11:23:08,152 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 11:23:08,257 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 11:23:08,360 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 11:23:08,466 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 11:23:08,570 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 11:23:08,674 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 11:23:08,779 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 11:23:08,882 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 11:23:08,988 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 11:23:09,092 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 11:23:09,198 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 11:23:09,305 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-31 11:23:09,411 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-31 11:23:09,516 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 11:23:09,621 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-31 11:23:09,723 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-31 11:23:09,827 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 11:23:09,932 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 11:23:10,036 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 11:23:10,141 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 11:23:10,246 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 11:23:10,350 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 11:23:10,456 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 11:23:10,562 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 11:23:10,669 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 11:23:10,774 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 11:23:10,881 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 11:23:10,991 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 11:23:11,096 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 11:23:11,201 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 11:23:11,307 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 11:23:11,412 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 11:23:11,515 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 11:23:11,619 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 11:23:11,723 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 11:23:11,826 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 11:23:11,927 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 11:23:12,032 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 11:23:12,134 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 11:23:12,239 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 11:23:12,345 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 11:23:12,451 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 11:23:12,556 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 11:23:12,664 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 11:23:12,770 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 11:23:12,875 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 11:23:12,980 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 11:23:13,083 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 11:23:13,186 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 11:23:13,290 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 11:23:13,395 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 11:23:13,500 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 11:23:13,603 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 11:23:13,705 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 11:23:13,808 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 11:23:13,911 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 11:23:14,015 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 11:23:14,118 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.955, mIoU: 0.748
2023-07-31 11:23:14,221 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.955, mIoU: 0.748
2023-07-31 11:23:14,324 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.955, mIoU: 0.748
2023-07-31 11:23:14,428 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.955, mIoU: 0.748
2023-07-31 11:23:14,530 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.955, mIoU: 0.748
2023-07-31 11:23:45,749 semantic_segmentation INFO: Iters: 100010/150000 || Lr: 0.007440 || Task Loss: 0.1596 || KD Loss: 0.0295|| 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: 3 days, 21:40:52 || Estimated Time: 1 day, 22:49:35
2023-07-31 11:24:16,444 semantic_segmentation INFO: Iters: 100020/150000 || Lr: 0.007438 || Task Loss: 0.2019 || KD Loss: 0.0457|| 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: 3 days, 21:41:23 || Estimated Time: 1 day, 22:48:59
2023-07-31 11:24:47,130 semantic_segmentation INFO: Iters: 100030/150000 || Lr: 0.007437 || Task Loss: 0.1883 || KD Loss: 0.0384|| 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: 3 days, 21:41:53 || Estimated Time: 1 day, 22:48:24
2023-07-31 11:25:17,884 semantic_segmentation INFO: Iters: 100040/150000 || Lr: 0.007436 || Task Loss: 0.2358 || KD Loss: 0.1427|| 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: 3 days, 21:42:24 || Estimated Time: 1 day, 22:47:49
2023-07-31 11:25:48,598 semantic_segmentation INFO: Iters: 100050/150000 || Lr: 0.007434 || Task Loss: 0.2073 || KD Loss: 0.0608|| 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: 3 days, 21:42:55 || Estimated Time: 1 day, 22:47:14
2023-07-31 11:26:19,292 semantic_segmentation INFO: Iters: 100060/150000 || Lr: 0.007433 || Task Loss: 0.2356 || KD Loss: 0.0670|| 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: 3 days, 21:43:26 || Estimated Time: 1 day, 22:46:39
2023-07-31 11:26:49,990 semantic_segmentation INFO: Iters: 100070/150000 || Lr: 0.007432 || Task Loss: 0.2194 || KD Loss: 0.0376|| 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: 3 days, 21:43:56 || Estimated Time: 1 day, 22:46:03
2023-07-31 11:27:20,697 semantic_segmentation INFO: Iters: 100080/150000 || Lr: 0.007430 || Task Loss: 0.2085 || KD Loss: 0.0400|| 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: 3 days, 21:44:27 || Estimated Time: 1 day, 22:45:28
2023-07-31 11:27:51,414 semantic_segmentation INFO: Iters: 100090/150000 || Lr: 0.007429 || Task Loss: 0.2347 || KD Loss: 0.0501|| 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: 3 days, 21:44:58 || Estimated Time: 1 day, 22:44:53
2023-07-31 11:28:22,144 semantic_segmentation INFO: Iters: 100100/150000 || Lr: 0.007428 || Task Loss: 0.3090 || KD Loss: 0.1244|| 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: 3 days, 21:45:28 || Estimated Time: 1 day, 22:44:18
2023-07-31 11:28:52,808 semantic_segmentation INFO: Iters: 100110/150000 || Lr: 0.007426 || Task Loss: 0.3531 || KD Loss: 0.1385|| 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 days, 21:45:59 || Estimated Time: 1 day, 22:43:42
2023-07-31 11:29:23,493 semantic_segmentation INFO: Iters: 100120/150000 || Lr: 0.007425 || Task Loss: 0.2227 || KD Loss: 0.0706|| 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: 3 days, 21:46:30 || Estimated Time: 1 day, 22:43:07
2023-07-31 11:29:54,206 semantic_segmentation INFO: Iters: 100130/150000 || Lr: 0.007424 || Task Loss: 0.2194 || KD Loss: 0.0694|| 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: 3 days, 21:47:01 || Estimated Time: 1 day, 22:42:32
2023-07-31 11:30:24,930 semantic_segmentation INFO: Iters: 100140/150000 || Lr: 0.007422 || Task Loss: 0.3718 || KD Loss: 0.1190|| 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: 3 days, 21:47:31 || Estimated Time: 1 day, 22:41:57
2023-07-31 11:30:55,661 semantic_segmentation INFO: Iters: 100150/150000 || Lr: 0.007421 || Task Loss: 0.1709 || KD Loss: 0.0496|| 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: 3 days, 21:48:02 || Estimated Time: 1 day, 22:41:22
2023-07-31 11:31:26,365 semantic_segmentation INFO: Iters: 100160/150000 || Lr: 0.007420 || Task Loss: 0.1994 || KD Loss: 0.0626|| 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: 3 days, 21:48:33 || Estimated Time: 1 day, 22:40:46
2023-07-31 11:31:57,088 semantic_segmentation INFO: Iters: 100170/150000 || Lr: 0.007418 || Task Loss: 0.1737 || KD Loss: 0.0457|| 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: 3 days, 21:49:03 || Estimated Time: 1 day, 22:40:11
2023-07-31 11:32:27,808 semantic_segmentation INFO: Iters: 100180/150000 || Lr: 0.007417 || Task Loss: 0.2268 || KD Loss: 0.0489|| 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: 3 days, 21:49:34 || Estimated Time: 1 day, 22:39:36
2023-07-31 11:32:58,510 semantic_segmentation INFO: Iters: 100190/150000 || Lr: 0.007416 || Task Loss: 0.2371 || KD Loss: 0.0586|| 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: 3 days, 21:50:05 || Estimated Time: 1 day, 22:39:01
2023-07-31 11:33:29,206 semantic_segmentation INFO: Iters: 100200/150000 || Lr: 0.007414 || Task Loss: 0.1681 || KD Loss: 0.0374|| 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: 3 days, 21:50:36 || Estimated Time: 1 day, 22:38:26
2023-07-31 11:33:59,890 semantic_segmentation INFO: Iters: 100210/150000 || Lr: 0.007413 || Task Loss: 0.2134 || KD Loss: 0.0503|| 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: 3 days, 21:51:06 || Estimated Time: 1 day, 22:37:50
2023-07-31 11:34:30,600 semantic_segmentation INFO: Iters: 100220/150000 || Lr: 0.007411 || Task Loss: 0.1833 || KD Loss: 0.0433|| 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: 3 days, 21:51:37 || Estimated Time: 1 day, 22:37:15
2023-07-31 11:35:01,292 semantic_segmentation INFO: Iters: 100230/150000 || Lr: 0.007410 || Task Loss: 0.1850 || KD Loss: 0.0370|| 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: 3 days, 21:52:08 || Estimated Time: 1 day, 22:36:40
2023-07-31 11:35:32,006 semantic_segmentation INFO: Iters: 100240/150000 || Lr: 0.007409 || Task Loss: 0.1529 || KD Loss: 0.0342|| 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: 3 days, 21:52:38 || Estimated Time: 1 day, 22:36:05
2023-07-31 11:36:02,723 semantic_segmentation INFO: Iters: 100250/150000 || Lr: 0.007407 || Task Loss: 0.2063 || KD Loss: 0.0404|| 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: 3 days, 21:53:09 || Estimated Time: 1 day, 22:35:29
2023-07-31 11:36:33,413 semantic_segmentation INFO: Iters: 100260/150000 || Lr: 0.007406 || Task Loss: 0.2680 || KD Loss: 0.0643|| 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: 3 days, 21:53:40 || Estimated Time: 1 day, 22:34:54
2023-07-31 11:37:04,058 semantic_segmentation INFO: Iters: 100270/150000 || Lr: 0.007405 || Task Loss: 0.1572 || KD Loss: 0.0455|| 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: 3 days, 21:54:10 || Estimated Time: 1 day, 22:34:19
2023-07-31 11:37:34,715 semantic_segmentation INFO: Iters: 100280/150000 || Lr: 0.007403 || Task Loss: 0.2795 || KD Loss: 0.0729|| 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: 3 days, 21:54:41 || Estimated Time: 1 day, 22:33:44
2023-07-31 11:38:05,280 semantic_segmentation INFO: Iters: 100290/150000 || Lr: 0.007402 || Task Loss: 0.1866 || KD Loss: 0.0376|| 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: 3 days, 21:55:12 || Estimated Time: 1 day, 22:33:08
2023-07-31 11:38:35,865 semantic_segmentation INFO: Iters: 100300/150000 || Lr: 0.007401 || Task Loss: 0.1973 || KD Loss: 0.0405|| 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: 3 days, 21:55:42 || Estimated Time: 1 day, 22:32:33
2023-07-31 11:39:06,516 semantic_segmentation INFO: Iters: 100310/150000 || Lr: 0.007399 || Task Loss: 0.1865 || KD Loss: 0.0409|| 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: 3 days, 21:56:13 || Estimated Time: 1 day, 22:31:58
2023-07-31 11:39:37,172 semantic_segmentation INFO: Iters: 100320/150000 || Lr: 0.007398 || Task Loss: 0.1955 || KD Loss: 0.0522|| 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: 3 days, 21:56:44 || Estimated Time: 1 day, 22:31:23
2023-07-31 11:40:07,749 semantic_segmentation INFO: Iters: 100330/150000 || Lr: 0.007397 || Task Loss: 0.1721 || KD Loss: 0.0381|| 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: 3 days, 21:57:14 || Estimated Time: 1 day, 22:30:48
2023-07-31 11:40:38,287 semantic_segmentation INFO: Iters: 100340/150000 || Lr: 0.007395 || Task Loss: 0.2716 || KD Loss: 0.1097|| 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 days, 21:57:45 || Estimated Time: 1 day, 22:30:12
2023-07-31 11:41:08,852 semantic_segmentation INFO: Iters: 100350/150000 || Lr: 0.007394 || Task Loss: 0.1660 || KD Loss: 0.0366|| 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: 3 days, 21:58:15 || Estimated Time: 1 day, 22:29:37
2023-07-31 11:41:39,464 semantic_segmentation INFO: Iters: 100360/150000 || Lr: 0.007393 || Task Loss: 0.1605 || KD Loss: 0.0437|| 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: 3 days, 21:58:46 || Estimated Time: 1 day, 22:29:02
2023-07-31 11:42:10,022 semantic_segmentation INFO: Iters: 100370/150000 || Lr: 0.007391 || Task Loss: 0.1667 || KD Loss: 0.0697|| 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: 3 days, 21:59:16 || Estimated Time: 1 day, 22:28:26
2023-07-31 11:42:40,614 semantic_segmentation INFO: Iters: 100380/150000 || Lr: 0.007390 || Task Loss: 0.1885 || KD Loss: 0.0701|| 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: 3 days, 21:59:47 || Estimated Time: 1 day, 22:27:51
2023-07-31 11:43:11,214 semantic_segmentation INFO: Iters: 100390/150000 || Lr: 0.007389 || Task Loss: 0.2272 || KD Loss: 0.0620|| 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: 3 days, 22:00:18 || Estimated Time: 1 day, 22:27:16
2023-07-31 11:43:41,785 semantic_segmentation INFO: Iters: 100400/150000 || Lr: 0.007387 || Task Loss: 0.2215 || KD Loss: 0.0567|| 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: 3 days, 22:00:48 || Estimated Time: 1 day, 22:26:41
2023-07-31 11:44:12,391 semantic_segmentation INFO: Iters: 100410/150000 || Lr: 0.007386 || Task Loss: 0.1829 || KD Loss: 0.0603|| 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: 3 days, 22:01:19 || Estimated Time: 1 day, 22:26:05
2023-07-31 11:44:42,982 semantic_segmentation INFO: Iters: 100420/150000 || Lr: 0.007385 || Task Loss: 0.1767 || KD Loss: 0.0505|| 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: 3 days, 22:01:49 || Estimated Time: 1 day, 22:25:30
2023-07-31 11:45:13,545 semantic_segmentation INFO: Iters: 100430/150000 || Lr: 0.007383 || Task Loss: 0.1328 || KD Loss: 0.0379|| 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: 3 days, 22:02:20 || Estimated Time: 1 day, 22:24:55
2023-07-31 11:45:44,156 semantic_segmentation INFO: Iters: 100440/150000 || Lr: 0.007382 || Task Loss: 0.1805 || KD Loss: 0.0353|| 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: 3 days, 22:02:51 || Estimated Time: 1 day, 22:24:20
2023-07-31 11:46:14,716 semantic_segmentation INFO: Iters: 100450/150000 || Lr: 0.007381 || Task Loss: 0.1944 || KD Loss: 0.0557|| 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: 3 days, 22:03:21 || Estimated Time: 1 day, 22:23:44
2023-07-31 11:46:45,274 semantic_segmentation INFO: Iters: 100460/150000 || Lr: 0.007379 || Task Loss: 0.1577 || KD Loss: 0.0362|| 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: 3 days, 22:03:52 || Estimated Time: 1 day, 22:23:09
2023-07-31 11:47:15,943 semantic_segmentation INFO: Iters: 100470/150000 || Lr: 0.007378 || Task Loss: 0.2080 || KD Loss: 0.0505|| 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: 3 days, 22:04:22 || Estimated Time: 1 day, 22:22:34
2023-07-31 11:47:46,518 semantic_segmentation INFO: Iters: 100480/150000 || Lr: 0.007377 || Task Loss: 0.1903 || KD Loss: 0.0896|| 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: 3 days, 22:04:53 || Estimated Time: 1 day, 22:21:59
2023-07-31 11:48:17,098 semantic_segmentation INFO: Iters: 100490/150000 || Lr: 0.007375 || Task Loss: 0.1864 || KD Loss: 0.0516|| 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: 3 days, 22:05:23 || Estimated Time: 1 day, 22:21:23
2023-07-31 11:48:47,681 semantic_segmentation INFO: Iters: 100500/150000 || Lr: 0.007374 || Task Loss: 0.1489 || KD Loss: 0.0288|| 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: 3 days, 22:05:54 || Estimated Time: 1 day, 22:20:48
2023-07-31 11:49:18,170 semantic_segmentation INFO: Iters: 100510/150000 || Lr: 0.007373 || Task Loss: 0.2008 || KD Loss: 0.0359|| 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: 3 days, 22:06:25 || Estimated Time: 1 day, 22:20:13
2023-07-31 11:49:48,712 semantic_segmentation INFO: Iters: 100520/150000 || Lr: 0.007371 || Task Loss: 0.1660 || KD Loss: 0.0353|| 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: 3 days, 22:06:55 || Estimated Time: 1 day, 22:19:38
2023-07-31 11:50:19,274 semantic_segmentation INFO: Iters: 100530/150000 || Lr: 0.007370 || Task Loss: 0.1736 || KD Loss: 0.0466|| 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: 3 days, 22:07:26 || Estimated Time: 1 day, 22:19:02
2023-07-31 11:50:49,807 semantic_segmentation INFO: Iters: 100540/150000 || Lr: 0.007369 || Task Loss: 0.1998 || KD Loss: 0.0484|| 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 days, 22:07:56 || Estimated Time: 1 day, 22:18:27
2023-07-31 11:51:20,321 semantic_segmentation INFO: Iters: 100550/150000 || Lr: 0.007367 || Task Loss: 0.1715 || KD Loss: 0.0522|| 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: 3 days, 22:08:27 || Estimated Time: 1 day, 22:17:52
2023-07-31 11:51:50,859 semantic_segmentation INFO: Iters: 100560/150000 || Lr: 0.007366 || Task Loss: 0.2223 || KD Loss: 0.0486|| 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: 3 days, 22:08:57 || Estimated Time: 1 day, 22:17:17
2023-07-31 11:52:21,378 semantic_segmentation INFO: Iters: 100570/150000 || Lr: 0.007365 || Task Loss: 0.2220 || KD Loss: 0.0612|| 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: 3 days, 22:09:28 || Estimated Time: 1 day, 22:16:41
2023-07-31 11:52:51,914 semantic_segmentation INFO: Iters: 100580/150000 || Lr: 0.007363 || Task Loss: 0.2933 || KD Loss: 0.1138|| 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: 3 days, 22:09:58 || Estimated Time: 1 day, 22:16:06
2023-07-31 11:53:22,560 semantic_segmentation INFO: Iters: 100590/150000 || Lr: 0.007362 || Task Loss: 0.1240 || KD Loss: 0.0328|| 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: 3 days, 22:10:29 || Estimated Time: 1 day, 22:15:31
2023-07-31 11:53:53,124 semantic_segmentation INFO: Iters: 100600/150000 || Lr: 0.007361 || Task Loss: 0.2128 || KD Loss: 0.0782|| 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 days, 22:10:59 || Estimated Time: 1 day, 22:14:56
2023-07-31 11:54:23,672 semantic_segmentation INFO: Iters: 100610/150000 || Lr: 0.007359 || Task Loss: 0.1834 || KD Loss: 0.0497|| 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: 3 days, 22:11:30 || Estimated Time: 1 day, 22:14:20
2023-07-31 11:54:54,247 semantic_segmentation INFO: Iters: 100620/150000 || Lr: 0.007358 || Task Loss: 0.1888 || KD Loss: 0.0508|| 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: 3 days, 22:12:01 || Estimated Time: 1 day, 22:13:45
2023-07-31 11:55:24,823 semantic_segmentation INFO: Iters: 100630/150000 || Lr: 0.007357 || Task Loss: 0.1703 || KD Loss: 0.0501|| 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: 3 days, 22:12:31 || Estimated Time: 1 day, 22:13:10
2023-07-31 11:55:55,387 semantic_segmentation INFO: Iters: 100640/150000 || Lr: 0.007355 || Task Loss: 0.2340 || KD Loss: 0.0439|| 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: 3 days, 22:13:02 || Estimated Time: 1 day, 22:12:35
2023-07-31 11:56:25,935 semantic_segmentation INFO: Iters: 100650/150000 || Lr: 0.007354 || Task Loss: 0.1989 || KD Loss: 0.0392|| 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: 3 days, 22:13:32 || Estimated Time: 1 day, 22:11:59
2023-07-31 11:56:56,463 semantic_segmentation INFO: Iters: 100660/150000 || Lr: 0.007352 || Task Loss: 0.1739 || KD Loss: 0.0403|| 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: 3 days, 22:14:03 || Estimated Time: 1 day, 22:11:24
2023-07-31 11:57:26,964 semantic_segmentation INFO: Iters: 100670/150000 || Lr: 0.007351 || Task Loss: 0.1586 || KD Loss: 0.0401|| 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 days, 22:14:33 || Estimated Time: 1 day, 22:10:49
2023-07-31 11:57:57,481 semantic_segmentation INFO: Iters: 100680/150000 || Lr: 0.007350 || Task Loss: 0.1730 || KD Loss: 0.0380|| 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: 3 days, 22:15:04 || Estimated Time: 1 day, 22:10:14
2023-07-31 11:58:28,019 semantic_segmentation INFO: Iters: 100690/150000 || Lr: 0.007348 || Task Loss: 0.1695 || KD Loss: 0.0520|| 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: 3 days, 22:15:34 || Estimated Time: 1 day, 22:09:38
2023-07-31 11:58:58,530 semantic_segmentation INFO: Iters: 100700/150000 || Lr: 0.007347 || Task Loss: 0.2288 || KD Loss: 0.0566|| 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: 3 days, 22:16:05 || Estimated Time: 1 day, 22:09:03
2023-07-31 11:59:29,005 semantic_segmentation INFO: Iters: 100710/150000 || Lr: 0.007346 || Task Loss: 0.2398 || KD Loss: 0.0657|| 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: 3 days, 22:16:35 || Estimated Time: 1 day, 22:08:28
2023-07-31 11:59:59,500 semantic_segmentation INFO: Iters: 100720/150000 || Lr: 0.007344 || Task Loss: 0.1599 || KD Loss: 0.0344|| 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: 3 days, 22:17:06 || Estimated Time: 1 day, 22:07:53
2023-07-31 12:00:29,990 semantic_segmentation INFO: Iters: 100730/150000 || Lr: 0.007343 || Task Loss: 0.2130 || KD Loss: 0.0419|| 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: 3 days, 22:17:36 || Estimated Time: 1 day, 22:07:17
2023-07-31 12:01:00,521 semantic_segmentation INFO: Iters: 100740/150000 || Lr: 0.007342 || Task Loss: 0.1535 || KD Loss: 0.0393|| 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: 3 days, 22:18:07 || Estimated Time: 1 day, 22:06:42
2023-07-31 12:01:31,087 semantic_segmentation INFO: Iters: 100750/150000 || Lr: 0.007340 || Task Loss: 0.1500 || KD Loss: 0.0241|| 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: 3 days, 22:18:37 || Estimated Time: 1 day, 22:06:07
2023-07-31 12:02:01,677 semantic_segmentation INFO: Iters: 100760/150000 || Lr: 0.007339 || Task Loss: 0.3514 || KD Loss: 0.0949|| 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: 3 days, 22:19:08 || Estimated Time: 1 day, 22:05:32
2023-07-31 12:02:32,266 semantic_segmentation INFO: Iters: 100770/150000 || Lr: 0.007338 || Task Loss: 0.2276 || KD Loss: 0.0498|| 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: 3 days, 22:19:39 || Estimated Time: 1 day, 22:04:56
2023-07-31 12:03:02,792 semantic_segmentation INFO: Iters: 100780/150000 || Lr: 0.007336 || Task Loss: 0.1559 || KD Loss: 0.0466|| 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: 3 days, 22:20:09 || Estimated Time: 1 day, 22:04:21
2023-07-31 12:03:33,314 semantic_segmentation INFO: Iters: 100790/150000 || Lr: 0.007335 || Task Loss: 0.1722 || KD Loss: 0.0631|| 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: 3 days, 22:20:40 || Estimated Time: 1 day, 22:03:46
2023-07-31 12:04:03,772 semantic_segmentation INFO: Iters: 100800/150000 || Lr: 0.007334 || Task Loss: 0.2246 || KD Loss: 0.0972|| 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: 3 days, 22:21:10 || Estimated Time: 1 day, 22:03:11
2023-07-31 12:04:03,835 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 12:04:04,703 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.950, mIoU: 0.392
2023-07-31 12:04:04,817 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.959, mIoU: 0.491
2023-07-31 12:04:04,924 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.958, mIoU: 0.495
2023-07-31 12:04:05,028 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.961, mIoU: 0.529
2023-07-31 12:04:05,132 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.964, mIoU: 0.523
2023-07-31 12:04:05,236 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.966, mIoU: 0.526
2023-07-31 12:04:05,341 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.573
2023-07-31 12:04:05,443 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.587
2023-07-31 12:04:05,545 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.966, mIoU: 0.618
2023-07-31 12:04:05,648 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.664
2023-07-31 12:04:05,751 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.671
2023-07-31 12:04:05,855 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.960, mIoU: 0.684
2023-07-31 12:04:05,958 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.960, mIoU: 0.690
2023-07-31 12:04:06,066 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.956, mIoU: 0.681
2023-07-31 12:04:06,169 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.954, mIoU: 0.676
2023-07-31 12:04:06,271 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.952, mIoU: 0.667
2023-07-31 12:04:06,373 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.668
2023-07-31 12:04:06,475 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.669
2023-07-31 12:04:06,585 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.951, mIoU: 0.677
2023-07-31 12:04:06,688 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.680
2023-07-31 12:04:06,790 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.682
2023-07-31 12:04:06,893 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.711
2023-07-31 12:04:06,998 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-31 12:04:07,112 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-31 12:04:07,214 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.730
2023-07-31 12:04:07,316 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.729
2023-07-31 12:04:07,418 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-31 12:04:07,521 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.714
2023-07-31 12:04:07,624 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-31 12:04:07,727 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-31 12:04:07,828 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.715
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2023-07-31 12:04:10,622 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.945, mIoU: 0.718
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2023-07-31 12:04:10,827 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-31 12:04:10,929 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.944, mIoU: 0.721
2023-07-31 12:04:11,034 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.944, mIoU: 0.722
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2023-07-31 12:04:48,478 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-31 12:04:48,582 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-31 12:04:48,688 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-31 12:04:48,793 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-31 12:04:48,897 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-31 12:04:48,999 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-31 12:04:49,104 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-31 12:04:49,208 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.947, mIoU: 0.716
2023-07-31 12:04:49,311 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-31 12:04:49,415 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-31 12:04:49,519 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-31 12:04:49,624 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-31 12:04:49,731 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-31 12:04:49,835 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-31 12:04:49,940 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-31 12:04:50,046 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-31 12:04:50,152 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-31 12:04:50,256 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-31 12:04:50,361 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-31 12:04:50,467 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-31 12:04:50,571 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-31 12:04:50,677 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-31 12:04:50,782 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-31 12:04:50,885 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-31 12:04:50,990 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-31 12:04:51,092 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-31 12:04:51,196 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-31 12:04:51,301 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.949, mIoU: 0.717
2023-07-31 12:04:51,403 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.949, mIoU: 0.717
2023-07-31 12:04:51,506 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.949, mIoU: 0.717
2023-07-31 12:04:51,609 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.949, mIoU: 0.717
2023-07-31 12:04:51,711 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.949, mIoU: 0.717
2023-07-31 12:04:51,816 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.949, mIoU: 0.717
2023-07-31 12:04:51,921 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.949, mIoU: 0.717
2023-07-31 12:04:52,026 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.949, mIoU: 0.718
2023-07-31 12:04:52,131 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-31 12:04:52,236 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.949, mIoU: 0.718
2023-07-31 12:04:52,337 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 12:04:52,442 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 12:04:52,546 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 12:04:52,652 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 12:04:52,758 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 12:04:52,867 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 12:04:52,969 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-31 12:04:53,073 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-31 12:04:53,179 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 12:04:53,284 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 12:04:53,388 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 12:04:53,493 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 12:04:53,596 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 12:04:53,702 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 12:04:53,809 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 12:04:53,911 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 12:04:54,014 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 12:04:54,120 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 12:04:54,223 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 12:04:54,327 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.949, mIoU: 0.718
2023-07-31 12:04:54,429 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.949, mIoU: 0.718
2023-07-31 12:04:54,532 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.949, mIoU: 0.718
2023-07-31 12:04:54,637 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.949, mIoU: 0.718
2023-07-31 12:04:54,739 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.949, mIoU: 0.718
2023-07-31 12:04:54,847 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.949, mIoU: 0.718
2023-07-31 12:04:54,950 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.949, mIoU: 0.718
2023-07-31 12:04:55,053 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 12:04:55,159 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 12:04:55,262 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 12:04:55,365 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 12:04:55,468 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 12:04:55,572 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-31 12:04:55,676 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-31 12:04:55,780 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-31 12:04:55,884 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.949, mIoU: 0.719
2023-07-31 12:04:55,987 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-31 12:04:56,091 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 12:04:56,197 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 12:04:56,300 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 12:04:56,403 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 12:04:56,504 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 12:05:27,283 semantic_segmentation INFO: Iters: 100810/150000 || Lr: 0.007332 || Task Loss: 0.1469 || KD Loss: 0.0401|| 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: 3 days, 22:22:34 || Estimated Time: 1 day, 22:03:01
2023-07-31 12:05:57,798 semantic_segmentation INFO: Iters: 100820/150000 || Lr: 0.007331 || Task Loss: 0.2895 || KD Loss: 0.0812|| 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: 3 days, 22:23:04 || Estimated Time: 1 day, 22:02:26
2023-07-31 12:06:28,325 semantic_segmentation INFO: Iters: 100830/150000 || Lr: 0.007330 || Task Loss: 0.1817 || KD Loss: 0.0419|| 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: 3 days, 22:23:35 || Estimated Time: 1 day, 22:01:51
2023-07-31 12:06:58,798 semantic_segmentation INFO: Iters: 100840/150000 || Lr: 0.007328 || Task Loss: 0.3301 || KD Loss: 0.1024|| 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: 3 days, 22:24:05 || Estimated Time: 1 day, 22:01:15
2023-07-31 12:07:29,270 semantic_segmentation INFO: Iters: 100850/150000 || Lr: 0.007327 || Task Loss: 0.4112 || KD Loss: 0.1508|| 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: 3 days, 22:24:36 || Estimated Time: 1 day, 22:00:40
2023-07-31 12:07:59,777 semantic_segmentation INFO: Iters: 100860/150000 || Lr: 0.007326 || Task Loss: 0.1938 || KD Loss: 0.0532|| 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: 3 days, 22:25:06 || Estimated Time: 1 day, 22:00:05
2023-07-31 12:08:30,275 semantic_segmentation INFO: Iters: 100870/150000 || Lr: 0.007324 || Task Loss: 0.2349 || KD Loss: 0.1670|| 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: 3 days, 22:25:37 || Estimated Time: 1 day, 21:59:30
2023-07-31 12:09:00,769 semantic_segmentation INFO: Iters: 100880/150000 || Lr: 0.007323 || Task Loss: 0.2721 || KD Loss: 0.0753|| 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: 3 days, 22:26:07 || Estimated Time: 1 day, 21:58:54
2023-07-31 12:09:31,278 semantic_segmentation INFO: Iters: 100890/150000 || Lr: 0.007322 || Task Loss: 0.1972 || KD Loss: 0.0573|| 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: 3 days, 22:26:38 || Estimated Time: 1 day, 21:58:19
2023-07-31 12:10:01,743 semantic_segmentation INFO: Iters: 100900/150000 || Lr: 0.007320 || Task Loss: 0.1981 || KD Loss: 0.0389|| 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: 3 days, 22:27:08 || Estimated Time: 1 day, 21:57:44
2023-07-31 12:10:32,229 semantic_segmentation INFO: Iters: 100910/150000 || Lr: 0.007319 || Task Loss: 0.2598 || KD Loss: 0.0624|| 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: 3 days, 22:27:39 || Estimated Time: 1 day, 21:57:09
2023-07-31 12:11:02,663 semantic_segmentation INFO: Iters: 100920/150000 || Lr: 0.007318 || Task Loss: 0.2055 || KD Loss: 0.0455|| 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: 3 days, 22:28:09 || Estimated Time: 1 day, 21:56:33
2023-07-31 12:11:33,118 semantic_segmentation INFO: Iters: 100930/150000 || Lr: 0.007316 || Task Loss: 0.2752 || KD Loss: 0.0762|| 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: 3 days, 22:28:39 || Estimated Time: 1 day, 21:55:58
2023-07-31 12:12:03,616 semantic_segmentation INFO: Iters: 100940/150000 || Lr: 0.007315 || Task Loss: 0.2410 || KD Loss: 0.0799|| 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: 3 days, 22:29:10 || Estimated Time: 1 day, 21:55:23
2023-07-31 12:12:34,112 semantic_segmentation INFO: Iters: 100950/150000 || Lr: 0.007314 || Task Loss: 0.1843 || KD Loss: 0.0614|| 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 days, 22:29:40 || Estimated Time: 1 day, 21:54:47
2023-07-31 12:13:04,601 semantic_segmentation INFO: Iters: 100960/150000 || Lr: 0.007312 || Task Loss: 0.1968 || KD Loss: 0.0334|| 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: 3 days, 22:30:11 || Estimated Time: 1 day, 21:54:12
2023-07-31 12:13:35,120 semantic_segmentation INFO: Iters: 100970/150000 || Lr: 0.007311 || Task Loss: 0.1951 || KD Loss: 0.0364|| 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: 3 days, 22:30:41 || Estimated Time: 1 day, 21:53:37
2023-07-31 12:14:05,585 semantic_segmentation INFO: Iters: 100980/150000 || Lr: 0.007310 || Task Loss: 0.2912 || KD Loss: 0.0485|| 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: 3 days, 22:31:12 || Estimated Time: 1 day, 21:53:02
2023-07-31 12:14:36,041 semantic_segmentation INFO: Iters: 100990/150000 || Lr: 0.007308 || Task Loss: 0.1546 || KD Loss: 0.0312|| 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: 3 days, 22:31:42 || Estimated Time: 1 day, 21:52:26
2023-07-31 12:15:06,545 semantic_segmentation INFO: Iters: 101000/150000 || Lr: 0.007307 || Task Loss: 0.1502 || KD Loss: 0.0488|| 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: 3 days, 22:32:13 || Estimated Time: 1 day, 21:51:51
2023-07-31 12:15:37,075 semantic_segmentation INFO: Iters: 101010/150000 || Lr: 0.007306 || Task Loss: 0.1533 || KD Loss: 0.0570|| 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: 3 days, 22:32:43 || Estimated Time: 1 day, 21:51:16
2023-07-31 12:16:07,601 semantic_segmentation INFO: Iters: 101020/150000 || Lr: 0.007304 || Task Loss: 0.2363 || KD Loss: 0.0500|| 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: 3 days, 22:33:14 || Estimated Time: 1 day, 21:50:41
2023-07-31 12:16:38,101 semantic_segmentation INFO: Iters: 101030/150000 || Lr: 0.007303 || Task Loss: 0.2084 || KD Loss: 0.0611|| 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: 3 days, 22:33:44 || Estimated Time: 1 day, 21:50:06
2023-07-31 12:17:08,592 semantic_segmentation INFO: Iters: 101040/150000 || Lr: 0.007302 || Task Loss: 0.2363 || KD Loss: 0.0535|| 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: 3 days, 22:34:15 || Estimated Time: 1 day, 21:49:30
2023-07-31 12:17:39,051 semantic_segmentation INFO: Iters: 101050/150000 || Lr: 0.007300 || Task Loss: 0.1687 || KD Loss: 0.0409|| 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: 3 days, 22:34:45 || Estimated Time: 1 day, 21:48:55
2023-07-31 12:18:09,516 semantic_segmentation INFO: Iters: 101060/150000 || Lr: 0.007299 || Task Loss: 0.1344 || KD Loss: 0.0279|| 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: 3 days, 22:35:16 || Estimated Time: 1 day, 21:48:20
2023-07-31 12:18:40,007 semantic_segmentation INFO: Iters: 101070/150000 || Lr: 0.007297 || Task Loss: 0.1146 || KD Loss: 0.0288|| 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: 3 days, 22:35:46 || Estimated Time: 1 day, 21:47:44
2023-07-31 12:19:10,481 semantic_segmentation INFO: Iters: 101080/150000 || Lr: 0.007296 || Task Loss: 0.1541 || KD Loss: 0.0440|| 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: 3 days, 22:36:17 || Estimated Time: 1 day, 21:47:09
2023-07-31 12:19:40,975 semantic_segmentation INFO: Iters: 101090/150000 || Lr: 0.007295 || Task Loss: 0.1526 || KD Loss: 0.0313|| 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: 3 days, 22:36:47 || Estimated Time: 1 day, 21:46:34
2023-07-31 12:20:11,451 semantic_segmentation INFO: Iters: 101100/150000 || Lr: 0.007293 || Task Loss: 0.1722 || KD Loss: 0.0285|| 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: 3 days, 22:37:18 || Estimated Time: 1 day, 21:45:59
2023-07-31 12:20:41,889 semantic_segmentation INFO: Iters: 101110/150000 || Lr: 0.007292 || Task Loss: 0.3954 || KD Loss: 0.1449|| 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: 3 days, 22:37:48 || Estimated Time: 1 day, 21:45:23
2023-07-31 12:21:12,395 semantic_segmentation INFO: Iters: 101120/150000 || Lr: 0.007291 || Task Loss: 0.2033 || KD Loss: 0.0702|| 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: 3 days, 22:38:19 || Estimated Time: 1 day, 21:44:48
2023-07-31 12:21:42,845 semantic_segmentation INFO: Iters: 101130/150000 || Lr: 0.007289 || Task Loss: 0.3185 || KD Loss: 0.0996|| 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 days, 22:38:49 || Estimated Time: 1 day, 21:44:13
2023-07-31 12:22:13,311 semantic_segmentation INFO: Iters: 101140/150000 || Lr: 0.007288 || Task Loss: 0.2240 || KD Loss: 0.0531|| 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: 3 days, 22:39:20 || Estimated Time: 1 day, 21:43:38
2023-07-31 12:22:43,777 semantic_segmentation INFO: Iters: 101150/150000 || Lr: 0.007287 || Task Loss: 0.1999 || KD Loss: 0.0606|| 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: 3 days, 22:39:50 || Estimated Time: 1 day, 21:43:02
2023-07-31 12:23:14,292 semantic_segmentation INFO: Iters: 101160/150000 || Lr: 0.007285 || Task Loss: 0.2710 || KD Loss: 0.0549|| 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: 3 days, 22:40:21 || Estimated Time: 1 day, 21:42:27
2023-07-31 12:23:44,751 semantic_segmentation INFO: Iters: 101170/150000 || Lr: 0.007284 || Task Loss: 0.3041 || KD Loss: 0.0880|| 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: 3 days, 22:40:51 || Estimated Time: 1 day, 21:41:52
2023-07-31 12:24:15,199 semantic_segmentation INFO: Iters: 101180/150000 || Lr: 0.007283 || Task Loss: 0.1472 || KD Loss: 0.0348|| 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: 3 days, 22:41:22 || Estimated Time: 1 day, 21:41:17
2023-07-31 12:24:45,656 semantic_segmentation INFO: Iters: 101190/150000 || Lr: 0.007281 || Task Loss: 0.1942 || KD Loss: 0.0379|| 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: 3 days, 22:41:52 || Estimated Time: 1 day, 21:40:42
2023-07-31 12:25:16,124 semantic_segmentation INFO: Iters: 101200/150000 || Lr: 0.007280 || Task Loss: 0.1477 || KD Loss: 0.0484|| 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: 3 days, 22:42:22 || Estimated Time: 1 day, 21:40:06
2023-07-31 12:25:46,580 semantic_segmentation INFO: Iters: 101210/150000 || Lr: 0.007279 || Task Loss: 0.1375 || KD Loss: 0.0275|| 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: 3 days, 22:42:53 || Estimated Time: 1 day, 21:39:31
2023-07-31 12:26:17,132 semantic_segmentation INFO: Iters: 101220/150000 || Lr: 0.007277 || Task Loss: 0.2737 || KD Loss: 0.0673|| 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: 3 days, 22:43:23 || Estimated Time: 1 day, 21:38:56
2023-07-31 12:26:47,621 semantic_segmentation INFO: Iters: 101230/150000 || Lr: 0.007276 || Task Loss: 0.1849 || KD Loss: 0.0380|| 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: 3 days, 22:43:54 || Estimated Time: 1 day, 21:38:21
2023-07-31 12:27:18,161 semantic_segmentation INFO: Iters: 101240/150000 || Lr: 0.007275 || Task Loss: 0.1344 || KD Loss: 0.0387|| 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: 3 days, 22:44:25 || Estimated Time: 1 day, 21:37:45
2023-07-31 12:27:48,675 semantic_segmentation INFO: Iters: 101250/150000 || Lr: 0.007273 || Task Loss: 0.1384 || KD Loss: 0.0419|| 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: 3 days, 22:44:55 || Estimated Time: 1 day, 21:37:10
2023-07-31 12:28:19,177 semantic_segmentation INFO: Iters: 101260/150000 || Lr: 0.007272 || Task Loss: 0.1999 || KD Loss: 0.0521|| 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: 3 days, 22:45:26 || Estimated Time: 1 day, 21:36:35
2023-07-31 12:28:49,622 semantic_segmentation INFO: Iters: 101270/150000 || Lr: 0.007271 || Task Loss: 0.1990 || KD Loss: 0.0561|| 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: 3 days, 22:45:56 || Estimated Time: 1 day, 21:36:00
2023-07-31 12:29:20,104 semantic_segmentation INFO: Iters: 101280/150000 || Lr: 0.007269 || Task Loss: 0.1674 || KD Loss: 0.0324|| 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: 3 days, 22:46:26 || Estimated Time: 1 day, 21:35:24
2023-07-31 12:29:50,575 semantic_segmentation INFO: Iters: 101290/150000 || Lr: 0.007268 || Task Loss: 0.1835 || KD Loss: 0.0482|| 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: 3 days, 22:46:57 || Estimated Time: 1 day, 21:34:49
2023-07-31 12:30:21,003 semantic_segmentation INFO: Iters: 101300/150000 || Lr: 0.007267 || Task Loss: 0.2793 || KD Loss: 0.0453|| 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: 3 days, 22:47:27 || Estimated Time: 1 day, 21:34:14
2023-07-31 12:30:51,496 semantic_segmentation INFO: Iters: 101310/150000 || Lr: 0.007265 || Task Loss: 0.1601 || KD Loss: 0.0487|| 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: 3 days, 22:47:58 || Estimated Time: 1 day, 21:33:39
2023-07-31 12:31:21,992 semantic_segmentation INFO: Iters: 101320/150000 || Lr: 0.007264 || Task Loss: 0.3237 || KD Loss: 0.0852|| 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: 3 days, 22:48:28 || Estimated Time: 1 day, 21:33:04
2023-07-31 12:31:52,468 semantic_segmentation INFO: Iters: 101330/150000 || Lr: 0.007263 || Task Loss: 0.1840 || KD Loss: 0.0533|| 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: 3 days, 22:48:59 || Estimated Time: 1 day, 21:32:28
2023-07-31 12:32:22,954 semantic_segmentation INFO: Iters: 101340/150000 || Lr: 0.007261 || Task Loss: 0.1862 || KD Loss: 0.0418|| 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: 3 days, 22:49:29 || Estimated Time: 1 day, 21:31:53
2023-07-31 12:32:53,433 semantic_segmentation INFO: Iters: 101350/150000 || Lr: 0.007260 || Task Loss: 0.2104 || KD Loss: 0.0472|| 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: 3 days, 22:50:00 || Estimated Time: 1 day, 21:31:18
2023-07-31 12:33:23,924 semantic_segmentation INFO: Iters: 101360/150000 || Lr: 0.007259 || Task Loss: 0.1658 || KD Loss: 0.0382|| 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: 3 days, 22:50:30 || Estimated Time: 1 day, 21:30:43
2023-07-31 12:33:54,411 semantic_segmentation INFO: Iters: 101370/150000 || Lr: 0.007257 || Task Loss: 0.2678 || KD Loss: 0.0460|| 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: 3 days, 22:51:01 || Estimated Time: 1 day, 21:30:07
2023-07-31 12:34:24,910 semantic_segmentation INFO: Iters: 101380/150000 || Lr: 0.007256 || Task Loss: 0.2057 || KD Loss: 0.0497|| 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: 3 days, 22:51:31 || Estimated Time: 1 day, 21:29:32
2023-07-31 12:34:55,374 semantic_segmentation INFO: Iters: 101390/150000 || Lr: 0.007255 || Task Loss: 0.2313 || KD Loss: 0.0687|| 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: 3 days, 22:52:02 || Estimated Time: 1 day, 21:28:57
2023-07-31 12:35:25,845 semantic_segmentation INFO: Iters: 101400/150000 || Lr: 0.007253 || Task Loss: 0.1941 || KD Loss: 0.0412|| 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: 3 days, 22:52:32 || Estimated Time: 1 day, 21:28:22
2023-07-31 12:35:56,318 semantic_segmentation INFO: Iters: 101410/150000 || Lr: 0.007252 || Task Loss: 0.3374 || KD Loss: 0.0589|| 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: 3 days, 22:53:03 || Estimated Time: 1 day, 21:27:47
2023-07-31 12:36:26,820 semantic_segmentation INFO: Iters: 101420/150000 || Lr: 0.007250 || Task Loss: 0.1688 || KD Loss: 0.0385|| 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: 3 days, 22:53:33 || Estimated Time: 1 day, 21:27:11
2023-07-31 12:36:57,328 semantic_segmentation INFO: Iters: 101430/150000 || Lr: 0.007249 || Task Loss: 0.1775 || KD Loss: 0.0437|| 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: 3 days, 22:54:04 || Estimated Time: 1 day, 21:26:36
2023-07-31 12:37:27,816 semantic_segmentation INFO: Iters: 101440/150000 || Lr: 0.007248 || Task Loss: 0.2069 || KD Loss: 0.0446|| 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: 3 days, 22:54:34 || Estimated Time: 1 day, 21:26:01
2023-07-31 12:37:58,300 semantic_segmentation INFO: Iters: 101450/150000 || Lr: 0.007246 || Task Loss: 0.2597 || KD Loss: 0.0530|| 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: 3 days, 22:55:05 || Estimated Time: 1 day, 21:25:26
2023-07-31 12:38:28,747 semantic_segmentation INFO: Iters: 101460/150000 || Lr: 0.007245 || Task Loss: 0.1924 || KD Loss: 0.0505|| 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: 3 days, 22:55:35 || Estimated Time: 1 day, 21:24:50
2023-07-31 12:38:59,210 semantic_segmentation INFO: Iters: 101470/150000 || Lr: 0.007244 || Task Loss: 0.1715 || KD Loss: 0.0527|| 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: 3 days, 22:56:06 || Estimated Time: 1 day, 21:24:15
2023-07-31 12:39:29,708 semantic_segmentation INFO: Iters: 101480/150000 || Lr: 0.007242 || Task Loss: 0.2086 || KD Loss: 0.0553|| 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: 3 days, 22:56:36 || Estimated Time: 1 day, 21:23:40
2023-07-31 12:40:00,185 semantic_segmentation INFO: Iters: 101490/150000 || Lr: 0.007241 || Task Loss: 0.2062 || KD Loss: 0.0552|| 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: 3 days, 22:57:07 || Estimated Time: 1 day, 21:23:05
2023-07-31 12:40:30,628 semantic_segmentation INFO: Iters: 101500/150000 || Lr: 0.007240 || Task Loss: 0.1824 || KD Loss: 0.0405|| 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 days, 22:57:37 || Estimated Time: 1 day, 21:22:30
2023-07-31 12:41:01,090 semantic_segmentation INFO: Iters: 101510/150000 || Lr: 0.007238 || Task Loss: 0.1830 || KD Loss: 0.0459|| 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: 3 days, 22:58:07 || Estimated Time: 1 day, 21:21:54
2023-07-31 12:41:31,813 semantic_segmentation INFO: Iters: 101520/150000 || Lr: 0.007237 || Task Loss: 0.1571 || KD Loss: 0.0421|| 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: 3 days, 22:58:38 || Estimated Time: 1 day, 21:21:19
2023-07-31 12:42:02,726 semantic_segmentation INFO: Iters: 101530/150000 || Lr: 0.007236 || Task Loss: 0.1734 || KD Loss: 0.0381|| 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: 3 days, 22:59:09 || Estimated Time: 1 day, 21:20:44
2023-07-31 12:42:33,772 semantic_segmentation INFO: Iters: 101540/150000 || Lr: 0.007234 || Task Loss: 0.2063 || KD Loss: 0.0629|| 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: 3 days, 22:59:40 || Estimated Time: 1 day, 21:20:09
2023-07-31 12:43:04,338 semantic_segmentation INFO: Iters: 101550/150000 || Lr: 0.007233 || Task Loss: 0.1749 || KD Loss: 0.0367|| 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: 3 days, 23:00:11 || Estimated Time: 1 day, 21:19:34
2023-07-31 12:43:35,226 semantic_segmentation INFO: Iters: 101560/150000 || Lr: 0.007232 || Task Loss: 0.2394 || KD Loss: 0.0698|| 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: 3 days, 23:00:42 || Estimated Time: 1 day, 21:18:59
2023-07-31 12:44:06,413 semantic_segmentation INFO: Iters: 101570/150000 || Lr: 0.007230 || Task Loss: 0.2047 || KD Loss: 0.0529|| 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: 3 days, 23:01:13 || Estimated Time: 1 day, 21:18:24
2023-07-31 12:44:37,159 semantic_segmentation INFO: Iters: 101580/150000 || Lr: 0.007229 || Task Loss: 0.1852 || KD Loss: 0.0440|| 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: 3 days, 23:01:44 || Estimated Time: 1 day, 21:17:49
2023-07-31 12:45:07,749 semantic_segmentation INFO: Iters: 101590/150000 || Lr: 0.007228 || Task Loss: 0.2820 || KD Loss: 0.0723|| 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: 3 days, 23:02:14 || Estimated Time: 1 day, 21:17:14
2023-07-31 12:45:38,213 semantic_segmentation INFO: Iters: 101600/150000 || Lr: 0.007226 || Task Loss: 0.1772 || KD Loss: 0.0410|| 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: 3 days, 23:02:45 || Estimated Time: 1 day, 21:16:39
2023-07-31 12:45:38,280 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 12:45:39,122 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.416
2023-07-31 12:45:39,242 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.516
2023-07-31 12:45:39,346 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.527
2023-07-31 12:45:39,451 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.550
2023-07-31 12:45:39,553 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.544
2023-07-31 12:45:39,656 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.548
2023-07-31 12:45:39,759 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.590
2023-07-31 12:45:39,861 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.974, mIoU: 0.636
2023-07-31 12:45:39,964 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.682
2023-07-31 12:45:40,067 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.706
2023-07-31 12:45:40,171 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.710
2023-07-31 12:45:40,275 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.749
2023-07-31 12:45:40,380 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.743
2023-07-31 12:45:40,483 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.729
2023-07-31 12:45:40,587 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.733
2023-07-31 12:45:40,694 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.722
2023-07-31 12:45:40,798 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.722
2023-07-31 12:45:40,903 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.721
2023-07-31 12:45:41,007 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.727
2023-07-31 12:45:41,110 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.734
2023-07-31 12:45:41,216 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.734
2023-07-31 12:45:41,321 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.714
2023-07-31 12:45:41,425 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.714
2023-07-31 12:45:41,529 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.721
2023-07-31 12:45:41,634 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-31 12:45:41,738 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.732
2023-07-31 12:45:41,840 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.716
2023-07-31 12:45:41,943 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.712
2023-07-31 12:45:42,046 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-31 12:45:42,151 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.705
2023-07-31 12:45:42,253 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.704
2023-07-31 12:45:42,356 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.947, mIoU: 0.701
2023-07-31 12:45:42,460 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-31 12:45:42,564 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.703
2023-07-31 12:45:42,667 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.946, mIoU: 0.686
2023-07-31 12:45:42,771 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.946, mIoU: 0.686
2023-07-31 12:45:42,873 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-31 12:45:42,976 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.945, mIoU: 0.684
2023-07-31 12:45:43,078 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.686
2023-07-31 12:45:43,181 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-31 12:45:43,286 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-31 12:45:43,389 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-31 12:45:43,493 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.947, mIoU: 0.689
2023-07-31 12:45:43,596 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-31 12:45:43,700 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-31 12:45:43,805 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-31 12:45:43,907 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-31 12:45:44,010 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.949, mIoU: 0.690
2023-07-31 12:45:44,113 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.949, mIoU: 0.693
2023-07-31 12:45:44,216 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.949, mIoU: 0.696
2023-07-31 12:45:44,320 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.949, mIoU: 0.696
2023-07-31 12:45:44,424 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.949, mIoU: 0.703
2023-07-31 12:45:44,527 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.948, mIoU: 0.704
2023-07-31 12:45:44,630 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.706
2023-07-31 12:45:44,736 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.947, mIoU: 0.706
2023-07-31 12:45:44,841 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.947, mIoU: 0.708
2023-07-31 12:45:44,944 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.948, mIoU: 0.709
2023-07-31 12:45:45,047 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.948, mIoU: 0.715
2023-07-31 12:45:45,150 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.947, mIoU: 0.712
2023-07-31 12:45:45,253 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.947, mIoU: 0.710
2023-07-31 12:45:45,357 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.947, mIoU: 0.714
2023-07-31 12:45:45,461 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-31 12:45:45,564 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-31 12:45:45,669 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.947, mIoU: 0.718
2023-07-31 12:45:45,777 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 12:45:45,880 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-31 12:45:45,982 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-31 12:45:46,086 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.946, mIoU: 0.722
2023-07-31 12:45:46,188 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.945, mIoU: 0.720
2023-07-31 12:45:46,291 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-31 12:45:46,394 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.946, mIoU: 0.720
2023-07-31 12:45:46,498 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.946, mIoU: 0.717
2023-07-31 12:45:46,601 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.946, mIoU: 0.714
2023-07-31 12:45:46,706 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.947, mIoU: 0.715
2023-07-31 12:45:46,810 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.946, mIoU: 0.715
2023-07-31 12:45:46,913 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-31 12:45:47,016 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-31 12:45:47,118 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-31 12:45:47,220 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.946, mIoU: 0.716
2023-07-31 12:45:47,323 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.946, mIoU: 0.717
2023-07-31 12:45:47,425 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.945, mIoU: 0.715
2023-07-31 12:45:47,528 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.945, mIoU: 0.715
2023-07-31 12:45:47,631 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.945, mIoU: 0.715
2023-07-31 12:45:47,735 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.944, mIoU: 0.713
2023-07-31 12:45:47,839 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.942, mIoU: 0.709
2023-07-31 12:45:47,942 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.942, mIoU: 0.710
2023-07-31 12:45:48,046 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.941, mIoU: 0.706
2023-07-31 12:45:48,151 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.942, mIoU: 0.706
2023-07-31 12:45:48,254 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.942, mIoU: 0.707
2023-07-31 12:45:48,357 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.942, mIoU: 0.706
2023-07-31 12:45:48,461 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.942, mIoU: 0.707
2023-07-31 12:45:48,564 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.942, mIoU: 0.719
2023-07-31 12:45:48,667 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.942, mIoU: 0.719
2023-07-31 12:45:48,770 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.943, mIoU: 0.719
2023-07-31 12:45:48,874 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.943, mIoU: 0.719
2023-07-31 12:45:48,977 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.943, mIoU: 0.719
2023-07-31 12:45:49,081 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.942, mIoU: 0.719
2023-07-31 12:45:49,184 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.943, mIoU: 0.719
2023-07-31 12:45:49,289 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.942, mIoU: 0.721
2023-07-31 12:45:49,394 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.942, mIoU: 0.722
2023-07-31 12:45:49,499 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.940, mIoU: 0.721
2023-07-31 12:45:49,605 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.940, mIoU: 0.719
2023-07-31 12:45:49,707 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.940, mIoU: 0.719
2023-07-31 12:45:49,811 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.940, mIoU: 0.719
2023-07-31 12:45:49,916 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.940, mIoU: 0.719
2023-07-31 12:45:50,021 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.940, mIoU: 0.719
2023-07-31 12:45:50,126 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.940, mIoU: 0.718
2023-07-31 12:45:50,230 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-31 12:45:50,333 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.941, mIoU: 0.720
2023-07-31 12:45:50,435 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.940, mIoU: 0.719
2023-07-31 12:45:50,537 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.940, mIoU: 0.719
2023-07-31 12:45:50,641 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.940, mIoU: 0.718
2023-07-31 12:45:50,745 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.940, mIoU: 0.718
2023-07-31 12:45:50,848 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.940, mIoU: 0.718
2023-07-31 12:45:50,951 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.941, mIoU: 0.718
2023-07-31 12:45:51,054 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.940, mIoU: 0.717
2023-07-31 12:45:51,157 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.940, mIoU: 0.718
2023-07-31 12:45:51,262 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.940, mIoU: 0.718
2023-07-31 12:45:51,368 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-31 12:45:51,470 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.941, mIoU: 0.720
2023-07-31 12:45:51,572 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.941, mIoU: 0.719
2023-07-31 12:45:51,676 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.940, mIoU: 0.719
2023-07-31 12:45:51,779 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.940, mIoU: 0.719
2023-07-31 12:45:51,887 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-31 12:45:51,990 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.940, mIoU: 0.720
2023-07-31 12:45:52,093 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.940, mIoU: 0.722
2023-07-31 12:45:52,196 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-31 12:45:52,302 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.940, mIoU: 0.724
2023-07-31 12:45:52,405 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-31 12:45:52,508 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.940, mIoU: 0.723
2023-07-31 12:45:52,611 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-31 12:45:52,714 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-31 12:45:52,818 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-31 12:45:52,923 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.941, mIoU: 0.723
2023-07-31 12:45:53,026 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.941, mIoU: 0.721
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2023-07-31 12:46:13,231 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.942, mIoU: 0.714
2023-07-31 12:46:13,336 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.942, mIoU: 0.714
2023-07-31 12:46:13,442 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.942, mIoU: 0.714
2023-07-31 12:46:13,546 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.943, mIoU: 0.714
2023-07-31 12:46:13,648 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.943, mIoU: 0.714
2023-07-31 12:46:13,753 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.943, mIoU: 0.714
2023-07-31 12:46:13,858 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-31 12:46:13,961 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-31 12:46:14,066 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-31 12:46:14,171 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-31 12:46:14,276 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-31 12:46:14,382 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-31 12:46:14,488 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.943, mIoU: 0.715
2023-07-31 12:46:14,595 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.943, mIoU: 0.716
2023-07-31 12:46:14,700 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.943, mIoU: 0.716
2023-07-31 12:46:14,803 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.944, mIoU: 0.716
2023-07-31 12:46:14,908 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.944, mIoU: 0.716
2023-07-31 12:46:15,010 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.944, mIoU: 0.716
2023-07-31 12:46:15,113 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.944, mIoU: 0.716
2023-07-31 12:46:15,218 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.944, mIoU: 0.716
2023-07-31 12:46:15,323 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.944, mIoU: 0.716
2023-07-31 12:46:15,428 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-31 12:46:15,533 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-31 12:46:15,636 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-31 12:46:15,739 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-31 12:46:15,842 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-31 12:46:15,945 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-31 12:46:16,048 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-31 12:46:16,151 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-31 12:46:16,255 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-31 12:46:16,361 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.944, mIoU: 0.717
2023-07-31 12:46:16,465 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.944, mIoU: 0.718
2023-07-31 12:46:16,569 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.944, mIoU: 0.718
2023-07-31 12:46:16,673 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-31 12:46:16,776 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-31 12:46:16,881 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-31 12:46:16,985 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-31 12:46:17,089 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.945, mIoU: 0.718
2023-07-31 12:46:17,193 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.945, mIoU: 0.720
2023-07-31 12:46:17,300 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.945, mIoU: 0.720
2023-07-31 12:46:17,406 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.945, mIoU: 0.720
2023-07-31 12:46:17,514 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.945, mIoU: 0.721
2023-07-31 12:46:17,627 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.945, mIoU: 0.721
2023-07-31 12:46:17,737 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.945, mIoU: 0.721
2023-07-31 12:46:17,843 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.945, mIoU: 0.721
2023-07-31 12:46:17,951 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.945, mIoU: 0.721
2023-07-31 12:46:18,062 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.945, mIoU: 0.721
2023-07-31 12:46:18,168 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.945, mIoU: 0.721
2023-07-31 12:46:18,277 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.945, mIoU: 0.721
2023-07-31 12:46:18,386 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.945, mIoU: 0.721
2023-07-31 12:46:18,493 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.945, mIoU: 0.721
2023-07-31 12:46:18,601 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.946, mIoU: 0.721
2023-07-31 12:46:18,708 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.946, mIoU: 0.721
2023-07-31 12:46:18,817 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.946, mIoU: 0.722
2023-07-31 12:46:18,922 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.946, mIoU: 0.722
2023-07-31 12:46:19,030 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.946, mIoU: 0.722
2023-07-31 12:46:19,138 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.946, mIoU: 0.722
2023-07-31 12:46:19,255 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.946, mIoU: 0.723
2023-07-31 12:46:19,368 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.946, mIoU: 0.723
2023-07-31 12:46:19,475 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.946, mIoU: 0.723
2023-07-31 12:46:19,585 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.946, mIoU: 0.723
2023-07-31 12:46:19,693 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.946, mIoU: 0.723
2023-07-31 12:46:19,801 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.946, mIoU: 0.724
2023-07-31 12:46:19,913 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.946, mIoU: 0.724
2023-07-31 12:46:20,022 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.946, mIoU: 0.724
2023-07-31 12:46:20,131 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.946, mIoU: 0.724
2023-07-31 12:46:20,242 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.946, mIoU: 0.724
2023-07-31 12:46:20,354 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.947, mIoU: 0.724
2023-07-31 12:46:20,466 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.947, mIoU: 0.724
2023-07-31 12:46:20,574 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.947, mIoU: 0.724
2023-07-31 12:46:20,691 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.947, mIoU: 0.724
2023-07-31 12:46:20,802 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.947, mIoU: 0.724
2023-07-31 12:46:20,912 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.947, mIoU: 0.724
2023-07-31 12:46:21,023 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.947, mIoU: 0.724
2023-07-31 12:46:21,130 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.947, mIoU: 0.724
2023-07-31 12:46:21,242 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.947, mIoU: 0.724
2023-07-31 12:46:21,356 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-31 12:46:21,467 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-31 12:46:21,579 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-31 12:46:21,687 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-31 12:46:21,796 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-31 12:46:21,906 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-31 12:46:22,014 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-31 12:46:22,122 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-31 12:46:22,229 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.947, mIoU: 0.725
2023-07-31 12:46:22,338 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-31 12:46:22,446 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-31 12:46:22,554 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-31 12:46:22,667 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-31 12:46:22,776 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-31 12:46:22,886 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-31 12:46:22,993 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-31 12:46:23,105 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-31 12:46:23,215 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-31 12:46:23,322 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-31 12:46:23,431 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-31 12:46:23,538 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-31 12:46:23,648 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-31 12:46:23,758 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-31 12:46:23,865 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-31 12:46:23,977 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-31 12:46:24,087 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-31 12:46:24,194 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-31 12:46:24,304 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-31 12:46:24,415 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-31 12:46:24,524 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-31 12:46:24,634 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-31 12:46:24,742 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-31 12:46:24,848 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-31 12:46:24,954 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-31 12:46:25,061 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-31 12:46:25,169 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-31 12:46:25,275 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-31 12:46:25,390 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-31 12:46:25,501 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-31 12:46:25,609 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-31 12:46:25,717 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-31 12:46:25,822 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-31 12:46:25,932 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-31 12:46:26,040 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-31 12:46:26,146 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-31 12:46:26,252 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-31 12:46:26,363 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-31 12:46:26,472 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-31 12:46:26,584 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-31 12:46:26,690 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-31 12:46:26,800 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-31 12:46:26,907 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-31 12:46:27,013 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-31 12:46:27,121 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.949, mIoU: 0.728
2023-07-31 12:46:27,224 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.949, mIoU: 0.728
2023-07-31 12:46:27,323 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.950, mIoU: 0.729
2023-07-31 12:46:27,430 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.950, mIoU: 0.729
2023-07-31 12:46:27,534 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.950, mIoU: 0.729
2023-07-31 12:46:27,640 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.950, mIoU: 0.729
2023-07-31 12:46:27,743 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-31 12:46:27,847 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-31 12:46:27,953 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-31 12:46:28,056 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-31 12:46:28,162 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-31 12:46:28,267 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-31 12:46:28,371 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-31 12:46:28,477 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-31 12:46:28,580 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-31 12:46:28,684 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-31 12:46:28,787 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-31 12:46:28,888 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-31 12:46:28,993 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-31 12:46:29,096 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-31 12:46:29,202 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-31 12:46:29,307 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-31 12:46:29,412 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-31 12:46:29,516 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-31 12:46:29,619 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.950, mIoU: 0.730
2023-07-31 12:46:29,723 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-31 12:46:29,826 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-31 12:46:29,929 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-31 12:46:30,031 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-31 12:46:30,134 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-31 12:46:30,238 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-31 12:46:30,342 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-31 12:46:30,446 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-31 12:46:30,551 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.950, mIoU: 0.732
2023-07-31 12:46:30,655 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.950, mIoU: 0.732
2023-07-31 12:46:30,758 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.950, mIoU: 0.732
2023-07-31 12:46:30,862 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.950, mIoU: 0.732
2023-07-31 12:46:30,966 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.950, mIoU: 0.732
2023-07-31 12:46:31,071 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.950, mIoU: 0.732
2023-07-31 12:46:31,175 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.950, mIoU: 0.732
2023-07-31 12:46:31,278 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.950, mIoU: 0.732
2023-07-31 12:46:31,383 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.950, mIoU: 0.732
2023-07-31 12:46:31,488 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.951, mIoU: 0.732
2023-07-31 12:47:02,257 semantic_segmentation INFO: Iters: 101610/150000 || Lr: 0.007225 || Task Loss: 0.1777 || KD Loss: 0.0285|| 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: 3 days, 23:04:09 || Estimated Time: 1 day, 21:16:29
2023-07-31 12:47:32,798 semantic_segmentation INFO: Iters: 101620/150000 || Lr: 0.007224 || Task Loss: 0.1986 || KD Loss: 0.0657|| 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: 3 days, 23:04:39 || Estimated Time: 1 day, 21:15:54
2023-07-31 12:48:03,370 semantic_segmentation INFO: Iters: 101630/150000 || Lr: 0.007222 || Task Loss: 0.2291 || KD Loss: 0.0481|| 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: 3 days, 23:05:10 || Estimated Time: 1 day, 21:15:19
2023-07-31 12:48:34,047 semantic_segmentation INFO: Iters: 101640/150000 || Lr: 0.007221 || Task Loss: 0.1157 || KD Loss: 0.0395|| 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: 3 days, 23:05:40 || Estimated Time: 1 day, 21:14:44
2023-07-31 12:49:05,174 semantic_segmentation INFO: Iters: 101650/150000 || Lr: 0.007220 || Task Loss: 0.2935 || KD Loss: 0.1030|| 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: 3 days, 23:06:12 || Estimated Time: 1 day, 21:14:09
2023-07-31 12:49:36,715 semantic_segmentation INFO: Iters: 101660/150000 || Lr: 0.007218 || Task Loss: 0.1373 || KD Loss: 0.0437|| 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: 3 days, 23:06:43 || Estimated Time: 1 day, 21:13:34
2023-07-31 12:50:07,262 semantic_segmentation INFO: Iters: 101670/150000 || Lr: 0.007217 || Task Loss: 0.4241 || KD Loss: 0.0943|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1407|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3 days, 23:07:14 || Estimated Time: 1 day, 21:12:59
2023-07-31 12:50:37,733 semantic_segmentation INFO: Iters: 101680/150000 || Lr: 0.007216 || Task Loss: 0.1901 || KD Loss: 0.0390|| 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: 3 days, 23:07:44 || Estimated Time: 1 day, 21:12:24
2023-07-31 12:51:08,216 semantic_segmentation INFO: Iters: 101690/150000 || Lr: 0.007214 || Task Loss: 0.1966 || KD Loss: 0.0578|| 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: 3 days, 23:08:15 || Estimated Time: 1 day, 21:11:49
2023-07-31 12:51:38,707 semantic_segmentation INFO: Iters: 101700/150000 || Lr: 0.007213 || Task Loss: 0.1556 || KD Loss: 0.0380|| 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 days, 23:08:45 || Estimated Time: 1 day, 21:11:13
2023-07-31 12:52:09,299 semantic_segmentation INFO: Iters: 101710/150000 || Lr: 0.007212 || Task Loss: 0.1770 || KD Loss: 0.0458|| 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: 3 days, 23:09:16 || Estimated Time: 1 day, 21:10:38
2023-07-31 12:52:39,979 semantic_segmentation INFO: Iters: 101720/150000 || Lr: 0.007210 || Task Loss: 0.2782 || KD Loss: 0.0504|| 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: 3 days, 23:09:46 || Estimated Time: 1 day, 21:10:03
2023-07-31 12:53:11,016 semantic_segmentation INFO: Iters: 101730/150000 || Lr: 0.007209 || Task Loss: 0.2231 || KD Loss: 0.0386|| 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: 3 days, 23:10:17 || Estimated Time: 1 day, 21:09:28
2023-07-31 12:53:41,684 semantic_segmentation INFO: Iters: 101740/150000 || Lr: 0.007207 || Task Loss: 0.3823 || KD Loss: 0.0734|| 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: 3 days, 23:10:48 || Estimated Time: 1 day, 21:08:53
2023-07-31 12:54:12,584 semantic_segmentation INFO: Iters: 101750/150000 || Lr: 0.007206 || Task Loss: 0.1448 || KD Loss: 0.0411|| 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: 3 days, 23:11:19 || Estimated Time: 1 day, 21:08:18
2023-07-31 12:54:43,505 semantic_segmentation INFO: Iters: 101760/150000 || Lr: 0.007205 || Task Loss: 0.1976 || KD Loss: 0.0470|| 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: 3 days, 23:11:50 || Estimated Time: 1 day, 21:07:43
2023-07-31 12:55:14,203 semantic_segmentation INFO: Iters: 101770/150000 || Lr: 0.007203 || Task Loss: 0.2453 || KD Loss: 0.0568|| 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: 3 days, 23:12:21 || Estimated Time: 1 day, 21:07:08
2023-07-31 12:55:44,861 semantic_segmentation INFO: Iters: 101780/150000 || Lr: 0.007202 || Task Loss: 0.2417 || KD Loss: 0.0570|| 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: 3 days, 23:12:51 || Estimated Time: 1 day, 21:06:33
2023-07-31 12:56:15,707 semantic_segmentation INFO: Iters: 101790/150000 || Lr: 0.007201 || Task Loss: 0.1298 || KD Loss: 0.0351|| 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: 3 days, 23:13:22 || Estimated Time: 1 day, 21:05:58
2023-07-31 12:56:47,020 semantic_segmentation INFO: Iters: 101800/150000 || Lr: 0.007199 || Task Loss: 0.1875 || KD Loss: 0.0400|| 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: 3 days, 23:13:53 || Estimated Time: 1 day, 21:05:23
2023-07-31 12:57:18,686 semantic_segmentation INFO: Iters: 101810/150000 || Lr: 0.007198 || Task Loss: 0.2041 || KD Loss: 0.0718|| 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: 3 days, 23:14:25 || Estimated Time: 1 day, 21:04:48
2023-07-31 12:57:50,828 semantic_segmentation INFO: Iters: 101820/150000 || Lr: 0.007197 || Task Loss: 0.1979 || KD Loss: 0.0951|| 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: 3 days, 23:14:57 || Estimated Time: 1 day, 21:04:14
2023-07-31 12:58:23,100 semantic_segmentation INFO: Iters: 101830/150000 || Lr: 0.007195 || Task Loss: 0.2520 || KD Loss: 0.0783|| 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: 3 days, 23:15:29 || Estimated Time: 1 day, 21:03:40
2023-07-31 12:58:55,544 semantic_segmentation INFO: Iters: 101840/150000 || Lr: 0.007194 || Task Loss: 0.3073 || KD Loss: 0.0623|| 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: 3 days, 23:16:02 || Estimated Time: 1 day, 21:03:05
2023-07-31 12:59:28,083 semantic_segmentation INFO: Iters: 101850/150000 || Lr: 0.007193 || Task Loss: 0.1454 || KD Loss: 0.0381|| 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: 3 days, 23:16:34 || Estimated Time: 1 day, 21:02:31
2023-07-31 13:00:00,707 semantic_segmentation INFO: Iters: 101860/150000 || Lr: 0.007191 || Task Loss: 0.1400 || KD Loss: 0.0334|| 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: 3 days, 23:17:07 || Estimated Time: 1 day, 21:01:57
2023-07-31 13:00:33,275 semantic_segmentation INFO: Iters: 101870/150000 || Lr: 0.007190 || Task Loss: 0.2567 || KD Loss: 0.1025|| 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: 3 days, 23:17:40 || Estimated Time: 1 day, 21:01:23
2023-07-31 13:01:05,878 semantic_segmentation INFO: Iters: 101880/150000 || Lr: 0.007189 || Task Loss: 0.1877 || KD Loss: 0.0395|| 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: 3 days, 23:18:12 || Estimated Time: 1 day, 21:00:49
2023-07-31 13:01:38,679 semantic_segmentation INFO: Iters: 101890/150000 || Lr: 0.007187 || Task Loss: 0.1587 || KD Loss: 0.0280|| 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: 3 days, 23:18:45 || Estimated Time: 1 day, 21:00:15
2023-07-31 13:02:11,660 semantic_segmentation INFO: Iters: 101900/150000 || Lr: 0.007186 || Task Loss: 0.1818 || KD Loss: 0.0421|| 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: 3 days, 23:19:18 || Estimated Time: 1 day, 20:59:41
2023-07-31 13:02:44,611 semantic_segmentation INFO: Iters: 101910/150000 || Lr: 0.007185 || Task Loss: 0.2077 || KD Loss: 0.0452|| 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: 3 days, 23:19:51 || Estimated Time: 1 day, 20:59:07
2023-07-31 13:03:17,321 semantic_segmentation INFO: Iters: 101920/150000 || Lr: 0.007183 || Task Loss: 0.1217 || KD Loss: 0.0355|| 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: 3 days, 23:20:24 || Estimated Time: 1 day, 20:58:32
2023-07-31 13:03:49,880 semantic_segmentation INFO: Iters: 101930/150000 || Lr: 0.007182 || Task Loss: 0.1711 || KD Loss: 0.0265|| 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: 3 days, 23:20:56 || Estimated Time: 1 day, 20:57:58
2023-07-31 13:04:22,426 semantic_segmentation INFO: Iters: 101940/150000 || Lr: 0.007181 || Task Loss: 0.2238 || KD Loss: 0.0732|| 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: 3 days, 23:21:29 || Estimated Time: 1 day, 20:57:24
2023-07-31 13:04:55,083 semantic_segmentation INFO: Iters: 101950/150000 || Lr: 0.007179 || Task Loss: 0.1505 || KD Loss: 0.0415|| 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: 3 days, 23:22:01 || Estimated Time: 1 day, 20:56:50
2023-07-31 13:05:27,779 semantic_segmentation INFO: Iters: 101960/150000 || Lr: 0.007178 || Task Loss: 0.2076 || KD Loss: 0.0478|| 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: 3 days, 23:22:34 || Estimated Time: 1 day, 20:56:16
2023-07-31 13:06:00,408 semantic_segmentation INFO: Iters: 101970/150000 || Lr: 0.007177 || Task Loss: 0.1669 || KD Loss: 0.0417|| 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: 3 days, 23:23:07 || Estimated Time: 1 day, 20:55:42
2023-07-31 13:06:33,088 semantic_segmentation INFO: Iters: 101980/150000 || Lr: 0.007175 || Task Loss: 0.1769 || KD Loss: 0.0513|| 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: 3 days, 23:23:39 || Estimated Time: 1 day, 20:55:07
2023-07-31 13:07:05,630 semantic_segmentation INFO: Iters: 101990/150000 || Lr: 0.007174 || Task Loss: 0.1258 || KD Loss: 0.0283|| 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: 3 days, 23:24:12 || Estimated Time: 1 day, 20:54:33
2023-07-31 13:07:38,201 semantic_segmentation INFO: Iters: 102000/150000 || Lr: 0.007173 || Task Loss: 0.1389 || KD Loss: 0.0454|| 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: 3 days, 23:24:45 || Estimated Time: 1 day, 20:53:59
2023-07-31 13:08:10,705 semantic_segmentation INFO: Iters: 102010/150000 || Lr: 0.007171 || Task Loss: 0.2028 || KD Loss: 0.0468|| 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: 3 days, 23:25:17 || Estimated Time: 1 day, 20:53:25
2023-07-31 13:08:43,162 semantic_segmentation INFO: Iters: 102020/150000 || Lr: 0.007170 || Task Loss: 0.3081 || KD Loss: 0.0586|| 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: 3 days, 23:25:50 || Estimated Time: 1 day, 20:52:51
2023-07-31 13:09:16,877 semantic_segmentation INFO: Iters: 102030/150000 || Lr: 0.007169 || Task Loss: 0.1743 || KD Loss: 0.0384|| 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: 3 days, 23:26:23 || Estimated Time: 1 day, 20:52:17
2023-07-31 13:09:57,796 semantic_segmentation INFO: Iters: 102040/150000 || Lr: 0.007167 || Task Loss: 0.1722 || KD Loss: 0.0517|| 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: 3 days, 23:27:04 || Estimated Time: 1 day, 20:51:47
2023-07-31 13:10:49,846 semantic_segmentation INFO: Iters: 102050/150000 || Lr: 0.007166 || Task Loss: 0.2100 || KD Loss: 0.0558|| 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 days, 23:27:56 || Estimated Time: 1 day, 20:51:22
2023-07-31 13:11:25,620 semantic_segmentation INFO: Iters: 102060/150000 || Lr: 0.007164 || Task Loss: 0.2263 || KD Loss: 0.0626|| 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: 3 days, 23:28:32 || Estimated Time: 1 day, 20:50:49
2023-07-31 13:11:58,417 semantic_segmentation INFO: Iters: 102070/150000 || Lr: 0.007163 || Task Loss: 0.1572 || KD Loss: 0.0332|| 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: 3 days, 23:29:05 || Estimated Time: 1 day, 20:50:15
2023-07-31 13:12:31,404 semantic_segmentation INFO: Iters: 102080/150000 || Lr: 0.007162 || Task Loss: 0.2023 || KD Loss: 0.0396|| 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: 3 days, 23:29:38 || Estimated Time: 1 day, 20:49:41
2023-07-31 13:13:04,268 semantic_segmentation INFO: Iters: 102090/150000 || Lr: 0.007160 || Task Loss: 0.1426 || KD Loss: 0.0310|| 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: 3 days, 23:30:11 || Estimated Time: 1 day, 20:49:07
2023-07-31 13:13:37,144 semantic_segmentation INFO: Iters: 102100/150000 || Lr: 0.007159 || Task Loss: 0.1578 || KD Loss: 0.0341|| 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: 3 days, 23:30:43 || Estimated Time: 1 day, 20:48:33
2023-07-31 13:14:09,951 semantic_segmentation INFO: Iters: 102110/150000 || Lr: 0.007158 || Task Loss: 0.1640 || KD Loss: 0.0477|| 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: 3 days, 23:31:16 || Estimated Time: 1 day, 20:47:59
2023-07-31 13:14:42,775 semantic_segmentation INFO: Iters: 102120/150000 || Lr: 0.007156 || Task Loss: 0.2052 || KD Loss: 0.0322|| 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: 3 days, 23:31:49 || Estimated Time: 1 day, 20:47:24
2023-07-31 13:15:15,504 semantic_segmentation INFO: Iters: 102130/150000 || Lr: 0.007155 || Task Loss: 0.1754 || KD Loss: 0.0333|| 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: 3 days, 23:32:22 || Estimated Time: 1 day, 20:46:50
2023-07-31 13:15:48,164 semantic_segmentation INFO: Iters: 102140/150000 || Lr: 0.007154 || Task Loss: 0.1460 || KD Loss: 0.0434|| 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: 3 days, 23:32:55 || Estimated Time: 1 day, 20:46:16
2023-07-31 13:16:20,902 semantic_segmentation INFO: Iters: 102150/150000 || Lr: 0.007152 || Task Loss: 0.1421 || KD Loss: 0.0394|| 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: 3 days, 23:33:27 || Estimated Time: 1 day, 20:45:42
2023-07-31 13:16:53,633 semantic_segmentation INFO: Iters: 102160/150000 || Lr: 0.007151 || Task Loss: 0.1460 || KD Loss: 0.0420|| 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: 3 days, 23:34:00 || Estimated Time: 1 day, 20:45:08
2023-07-31 13:17:26,191 semantic_segmentation INFO: Iters: 102170/150000 || Lr: 0.007150 || Task Loss: 0.1704 || KD Loss: 0.0363|| 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: 3 days, 23:34:33 || Estimated Time: 1 day, 20:44:34
2023-07-31 13:17:59,081 semantic_segmentation INFO: Iters: 102180/150000 || Lr: 0.007148 || Task Loss: 0.2211 || KD Loss: 0.0430|| 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: 3 days, 23:35:05 || Estimated Time: 1 day, 20:44:00
2023-07-31 13:18:32,244 semantic_segmentation INFO: Iters: 102190/150000 || Lr: 0.007147 || Task Loss: 0.1357 || KD Loss: 0.0222|| 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: 3 days, 23:35:39 || Estimated Time: 1 day, 20:43:26
2023-07-31 13:19:05,017 semantic_segmentation INFO: Iters: 102200/150000 || Lr: 0.007146 || Task Loss: 0.1948 || KD Loss: 0.0406|| 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: 3 days, 23:36:11 || Estimated Time: 1 day, 20:42:52
2023-07-31 13:19:37,511 semantic_segmentation INFO: Iters: 102210/150000 || Lr: 0.007144 || Task Loss: 0.1399 || KD Loss: 0.0381|| 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: 3 days, 23:36:44 || Estimated Time: 1 day, 20:42:17
2023-07-31 13:20:10,246 semantic_segmentation INFO: Iters: 102220/150000 || Lr: 0.007143 || Task Loss: 0.1257 || KD Loss: 0.0276|| 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: 3 days, 23:37:17 || Estimated Time: 1 day, 20:41:43
2023-07-31 13:20:42,800 semantic_segmentation INFO: Iters: 102230/150000 || Lr: 0.007142 || Task Loss: 0.2037 || KD Loss: 0.0437|| 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: 3 days, 23:37:49 || Estimated Time: 1 day, 20:41:09
2023-07-31 13:21:15,395 semantic_segmentation INFO: Iters: 102240/150000 || Lr: 0.007140 || Task Loss: 0.1533 || KD Loss: 0.0422|| 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: 3 days, 23:38:22 || Estimated Time: 1 day, 20:40:35
2023-07-31 13:21:47,986 semantic_segmentation INFO: Iters: 102250/150000 || Lr: 0.007139 || Task Loss: 0.2099 || KD Loss: 0.0652|| 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: 3 days, 23:38:54 || Estimated Time: 1 day, 20:40:01
2023-07-31 13:22:20,497 semantic_segmentation INFO: Iters: 102260/150000 || Lr: 0.007138 || Task Loss: 0.1761 || KD Loss: 0.0330|| 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: 3 days, 23:39:27 || Estimated Time: 1 day, 20:39:27
2023-07-31 13:22:53,120 semantic_segmentation INFO: Iters: 102270/150000 || Lr: 0.007136 || Task Loss: 0.1529 || KD Loss: 0.0358|| 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: 3 days, 23:39:59 || Estimated Time: 1 day, 20:38:52
2023-07-31 13:23:25,680 semantic_segmentation INFO: Iters: 102280/150000 || Lr: 0.007135 || Task Loss: 0.1774 || KD Loss: 0.0446|| 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: 3 days, 23:40:32 || Estimated Time: 1 day, 20:38:18
2023-07-31 13:23:58,176 semantic_segmentation INFO: Iters: 102290/150000 || Lr: 0.007134 || Task Loss: 0.1484 || KD Loss: 0.0419|| 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: 3 days, 23:41:05 || Estimated Time: 1 day, 20:37:44
2023-07-31 13:24:30,727 semantic_segmentation INFO: Iters: 102300/150000 || Lr: 0.007132 || Task Loss: 0.1329 || KD Loss: 0.0266|| 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: 3 days, 23:41:37 || Estimated Time: 1 day, 20:37:10
2023-07-31 13:25:03,176 semantic_segmentation INFO: Iters: 102310/150000 || Lr: 0.007131 || Task Loss: 0.1477 || KD Loss: 0.0286|| 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: 3 days, 23:42:10 || Estimated Time: 1 day, 20:36:36
2023-07-31 13:25:35,980 semantic_segmentation INFO: Iters: 102320/150000 || Lr: 0.007129 || Task Loss: 0.1665 || KD Loss: 0.0435|| 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: 3 days, 23:42:42 || Estimated Time: 1 day, 20:36:01
2023-07-31 13:26:08,951 semantic_segmentation INFO: Iters: 102330/150000 || Lr: 0.007128 || Task Loss: 0.1368 || KD Loss: 0.0333|| 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: 3 days, 23:43:15 || Estimated Time: 1 day, 20:35:27
2023-07-31 13:26:41,613 semantic_segmentation INFO: Iters: 102340/150000 || Lr: 0.007127 || Task Loss: 0.2168 || KD Loss: 0.0575|| 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: 3 days, 23:43:48 || Estimated Time: 1 day, 20:34:53
2023-07-31 13:27:14,057 semantic_segmentation INFO: Iters: 102350/150000 || Lr: 0.007125 || Task Loss: 0.1771 || KD Loss: 0.0339|| 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: 3 days, 23:44:20 || Estimated Time: 1 day, 20:34:19
2023-07-31 13:27:46,555 semantic_segmentation INFO: Iters: 102360/150000 || Lr: 0.007124 || Task Loss: 0.1659 || KD Loss: 0.0533|| 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: 3 days, 23:44:53 || Estimated Time: 1 day, 20:33:45
2023-07-31 13:28:19,070 semantic_segmentation INFO: Iters: 102370/150000 || Lr: 0.007123 || Task Loss: 0.1734 || KD Loss: 0.0434|| 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: 3 days, 23:45:25 || Estimated Time: 1 day, 20:33:11
2023-07-31 13:28:51,482 semantic_segmentation INFO: Iters: 102380/150000 || Lr: 0.007121 || Task Loss: 0.1659 || KD Loss: 0.0572|| 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: 3 days, 23:45:58 || Estimated Time: 1 day, 20:32:36
2023-07-31 13:29:24,044 semantic_segmentation INFO: Iters: 102390/150000 || Lr: 0.007120 || Task Loss: 0.1766 || KD Loss: 0.0321|| 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 days, 23:46:30 || Estimated Time: 1 day, 20:32:02
2023-07-31 13:29:56,597 semantic_segmentation INFO: Iters: 102400/150000 || Lr: 0.007119 || Task Loss: 0.1786 || KD Loss: 0.0380|| 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: 3 days, 23:47:03 || Estimated Time: 1 day, 20:31:28
2023-07-31 13:29:56,661 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 13:29:57,472 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.967, mIoU: 0.408
2023-07-31 13:29:57,594 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.494
2023-07-31 13:29:57,714 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.504
2023-07-31 13:29:57,819 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.536
2023-07-31 13:29:57,923 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.528
2023-07-31 13:29:58,034 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.530
2023-07-31 13:29:58,145 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.575
2023-07-31 13:29:58,255 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.625
2023-07-31 13:29:58,362 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.672
2023-07-31 13:29:58,472 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.725
2023-07-31 13:29:58,582 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.734
2023-07-31 13:29:58,690 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.753
2023-07-31 13:29:58,801 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.755
2023-07-31 13:29:58,910 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.745
2023-07-31 13:29:59,020 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.744
2023-07-31 13:29:59,130 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.734
2023-07-31 13:29:59,239 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.735
2023-07-31 13:29:59,344 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.735
2023-07-31 13:29:59,449 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.742
2023-07-31 13:29:59,553 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.749
2023-07-31 13:29:59,658 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.749
2023-07-31 13:29:59,765 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-31 13:29:59,872 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.733
2023-07-31 13:29:59,979 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 13:30:00,093 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.756
2023-07-31 13:30:00,211 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.757
2023-07-31 13:30:00,320 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-31 13:30:00,425 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 13:30:00,538 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-31 13:30:00,652 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.747
2023-07-31 13:30:00,761 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.949, mIoU: 0.747
2023-07-31 13:30:00,872 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.743
2023-07-31 13:30:00,983 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.744
2023-07-31 13:30:01,091 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.742
2023-07-31 13:30:01,195 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.744
2023-07-31 13:30:01,304 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.743
2023-07-31 13:30:01,411 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 13:30:01,517 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-31 13:30:01,624 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.731
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2023-07-31 13:30:02,174 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.734
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2023-07-31 13:30:03,972 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.949, mIoU: 0.750
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2023-07-31 13:30:44,460 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 13:30:44,573 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 13:30:44,689 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 13:30:44,802 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 13:30:44,918 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 13:30:45,030 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 13:30:45,141 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 13:30:45,252 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 13:30:45,361 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 13:30:45,469 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 13:30:45,580 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 13:30:45,690 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 13:30:45,799 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 13:30:45,910 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 13:30:46,019 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.954, mIoU: 0.750
2023-07-31 13:30:46,129 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 13:30:46,237 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 13:30:46,348 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.954, mIoU: 0.750
2023-07-31 13:30:46,455 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.954, mIoU: 0.750
2023-07-31 13:30:46,561 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.954, mIoU: 0.750
2023-07-31 13:30:46,666 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.954, mIoU: 0.750
2023-07-31 13:30:46,770 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 13:30:46,877 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 13:30:46,981 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.954, mIoU: 0.750
2023-07-31 13:30:47,091 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.954, mIoU: 0.750
2023-07-31 13:30:47,204 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.954, mIoU: 0.750
2023-07-31 13:30:47,321 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.954, mIoU: 0.750
2023-07-31 13:30:47,432 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.954, mIoU: 0.750
2023-07-31 13:30:47,541 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.954, mIoU: 0.751
2023-07-31 13:30:47,645 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.954, mIoU: 0.751
2023-07-31 13:30:47,753 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.954, mIoU: 0.751
2023-07-31 13:30:47,864 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.954, mIoU: 0.751
2023-07-31 13:30:47,972 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.954, mIoU: 0.751
2023-07-31 13:30:48,078 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 13:30:48,187 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 13:30:48,292 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 13:30:48,398 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 13:30:48,506 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 13:30:48,622 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 13:30:48,735 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 13:30:48,849 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 13:30:48,967 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 13:30:49,086 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 13:30:49,199 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 13:30:49,309 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 13:30:49,422 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 13:30:49,532 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 13:30:49,646 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 13:30:49,757 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 13:30:49,870 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 13:30:49,988 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 13:30:50,102 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 13:30:50,213 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 13:30:50,327 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 13:30:50,438 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 13:30:50,546 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 13:30:50,653 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 13:30:50,759 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 13:30:50,866 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 13:30:50,975 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 13:30:51,089 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 13:30:51,209 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 13:30:51,323 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 13:30:51,429 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.955, mIoU: 0.753
2023-07-31 13:30:51,539 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.955, mIoU: 0.753
2023-07-31 13:30:51,649 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.955, mIoU: 0.753
2023-07-31 13:30:51,762 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.955, mIoU: 0.753
2023-07-31 13:30:51,873 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.955, mIoU: 0.753
2023-07-31 13:30:51,981 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.955, mIoU: 0.753
2023-07-31 13:30:52,088 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.955, mIoU: 0.753
2023-07-31 13:31:25,061 semantic_segmentation INFO: Iters: 102410/150000 || Lr: 0.007117 || Task Loss: 0.2130 || KD Loss: 0.0524|| 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: 3 days, 23:48:31 || Estimated Time: 1 day, 20:31:20
2023-07-31 13:31:57,499 semantic_segmentation INFO: Iters: 102420/150000 || Lr: 0.007116 || Task Loss: 0.1497 || KD Loss: 0.0472|| 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: 3 days, 23:49:04 || Estimated Time: 1 day, 20:30:46
2023-07-31 13:32:29,980 semantic_segmentation INFO: Iters: 102430/150000 || Lr: 0.007115 || Task Loss: 0.1386 || KD Loss: 0.0367|| 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: 3 days, 23:49:36 || Estimated Time: 1 day, 20:30:11
2023-07-31 13:33:02,647 semantic_segmentation INFO: Iters: 102440/150000 || Lr: 0.007113 || Task Loss: 0.1637 || KD Loss: 0.0328|| 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: 3 days, 23:50:09 || Estimated Time: 1 day, 20:29:37
2023-07-31 13:33:35,419 semantic_segmentation INFO: Iters: 102450/150000 || Lr: 0.007112 || Task Loss: 0.1684 || KD Loss: 0.0400|| 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: 3 days, 23:50:42 || Estimated Time: 1 day, 20:29:03
2023-07-31 13:34:08,086 semantic_segmentation INFO: Iters: 102460/150000 || Lr: 0.007111 || Task Loss: 0.1727 || KD Loss: 0.0509|| 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: 3 days, 23:51:14 || Estimated Time: 1 day, 20:28:29
2023-07-31 13:34:40,520 semantic_segmentation INFO: Iters: 102470/150000 || Lr: 0.007109 || Task Loss: 0.2151 || KD Loss: 0.0448|| 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: 3 days, 23:51:47 || Estimated Time: 1 day, 20:27:55
2023-07-31 13:35:12,792 semantic_segmentation INFO: Iters: 102480/150000 || Lr: 0.007108 || Task Loss: 0.1455 || KD Loss: 0.0284|| 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: 3 days, 23:52:19 || Estimated Time: 1 day, 20:27:20
2023-07-31 13:35:45,336 semantic_segmentation INFO: Iters: 102490/150000 || Lr: 0.007107 || Task Loss: 0.2512 || KD Loss: 0.0537|| 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: 3 days, 23:52:52 || Estimated Time: 1 day, 20:26:46
2023-07-31 13:36:17,678 semantic_segmentation INFO: Iters: 102500/150000 || Lr: 0.007105 || Task Loss: 0.1950 || KD Loss: 0.0709|| 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: 3 days, 23:53:24 || Estimated Time: 1 day, 20:26:12
2023-07-31 13:36:50,095 semantic_segmentation INFO: Iters: 102510/150000 || Lr: 0.007104 || Task Loss: 0.1695 || KD Loss: 0.0430|| 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: 3 days, 23:53:56 || Estimated Time: 1 day, 20:25:38
2023-07-31 13:37:22,654 semantic_segmentation INFO: Iters: 102520/150000 || Lr: 0.007103 || Task Loss: 0.1753 || KD Loss: 0.0426|| 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: 3 days, 23:54:29 || Estimated Time: 1 day, 20:25:03
2023-07-31 13:37:55,198 semantic_segmentation INFO: Iters: 102530/150000 || Lr: 0.007101 || Task Loss: 0.2968 || KD Loss: 0.0456|| 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: 3 days, 23:55:02 || Estimated Time: 1 day, 20:24:29
2023-07-31 13:38:27,747 semantic_segmentation INFO: Iters: 102540/150000 || Lr: 0.007100 || Task Loss: 0.1685 || KD Loss: 0.0356|| 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: 3 days, 23:55:34 || Estimated Time: 1 day, 20:23:55
2023-07-31 13:39:00,211 semantic_segmentation INFO: Iters: 102550/150000 || Lr: 0.007099 || Task Loss: 0.1410 || KD Loss: 0.0268|| 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: 3 days, 23:56:07 || Estimated Time: 1 day, 20:23:21
2023-07-31 13:39:32,717 semantic_segmentation INFO: Iters: 102560/150000 || Lr: 0.007097 || Task Loss: 0.2165 || KD Loss: 0.0496|| 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 days, 23:56:39 || Estimated Time: 1 day, 20:22:46
2023-07-31 13:40:05,246 semantic_segmentation INFO: Iters: 102570/150000 || Lr: 0.007096 || Task Loss: 0.2148 || KD Loss: 0.0464|| 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: 3 days, 23:57:12 || Estimated Time: 1 day, 20:22:12
2023-07-31 13:40:37,947 semantic_segmentation INFO: Iters: 102580/150000 || Lr: 0.007094 || Task Loss: 0.1712 || KD Loss: 0.0389|| 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: 3 days, 23:57:44 || Estimated Time: 1 day, 20:21:38
2023-07-31 13:41:10,885 semantic_segmentation INFO: Iters: 102590/150000 || Lr: 0.007093 || Task Loss: 0.1715 || KD Loss: 0.0342|| 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: 3 days, 23:58:17 || Estimated Time: 1 day, 20:21:04
2023-07-31 13:41:43,596 semantic_segmentation INFO: Iters: 102600/150000 || Lr: 0.007092 || Task Loss: 0.1729 || KD Loss: 0.0459|| 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: 3 days, 23:58:50 || Estimated Time: 1 day, 20:20:30
2023-07-31 13:42:15,980 semantic_segmentation INFO: Iters: 102610/150000 || Lr: 0.007090 || Task Loss: 0.1921 || KD Loss: 0.0433|| 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 days, 23:59:22 || Estimated Time: 1 day, 20:19:56
2023-07-31 13:42:48,492 semantic_segmentation INFO: Iters: 102620/150000 || Lr: 0.007089 || Task Loss: 0.1613 || KD Loss: 0.0456|| 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: 3 days, 23:59:55 || Estimated Time: 1 day, 20:19:22
2023-07-31 13:43:20,944 semantic_segmentation INFO: Iters: 102630/150000 || Lr: 0.007088 || Task Loss: 0.1546 || KD Loss: 0.0467|| 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: 4 days, 0:00:27 || Estimated Time: 1 day, 20:18:47
2023-07-31 13:43:53,416 semantic_segmentation INFO: Iters: 102640/150000 || Lr: 0.007086 || Task Loss: 0.1773 || KD Loss: 0.0439|| 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: 4 days, 0:01:00 || Estimated Time: 1 day, 20:18:13
2023-07-31 13:44:25,900 semantic_segmentation INFO: Iters: 102650/150000 || Lr: 0.007085 || Task Loss: 0.2050 || KD Loss: 0.0497|| 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: 4 days, 0:01:32 || Estimated Time: 1 day, 20:17:39
2023-07-31 13:44:58,337 semantic_segmentation INFO: Iters: 102660/150000 || Lr: 0.007084 || Task Loss: 0.1895 || KD Loss: 0.0447|| 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: 4 days, 0:02:05 || Estimated Time: 1 day, 20:17:05
2023-07-31 13:45:30,866 semantic_segmentation INFO: Iters: 102670/150000 || Lr: 0.007082 || Task Loss: 0.1666 || KD Loss: 0.0268|| 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: 4 days, 0:02:37 || Estimated Time: 1 day, 20:16:30
2023-07-31 13:46:03,240 semantic_segmentation INFO: Iters: 102680/150000 || Lr: 0.007081 || Task Loss: 0.1174 || KD Loss: 0.0332|| 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: 4 days, 0:03:10 || Estimated Time: 1 day, 20:15:56
2023-07-31 13:46:35,798 semantic_segmentation INFO: Iters: 102690/150000 || Lr: 0.007080 || Task Loss: 0.1533 || KD Loss: 0.0619|| 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: 4 days, 0:03:42 || Estimated Time: 1 day, 20:15:22
2023-07-31 13:47:08,217 semantic_segmentation INFO: Iters: 102700/150000 || Lr: 0.007078 || Task Loss: 0.2018 || KD Loss: 0.0404|| 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: 4 days, 0:04:15 || Estimated Time: 1 day, 20:14:48
2023-07-31 13:47:40,773 semantic_segmentation INFO: Iters: 102710/150000 || Lr: 0.007077 || Task Loss: 0.1141 || KD Loss: 0.0269|| 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: 4 days, 0:04:47 || Estimated Time: 1 day, 20:14:13
2023-07-31 13:48:13,530 semantic_segmentation INFO: Iters: 102720/150000 || Lr: 0.007076 || Task Loss: 0.1487 || KD Loss: 0.0346|| 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: 4 days, 0:05:20 || Estimated Time: 1 day, 20:13:39
2023-07-31 13:48:46,416 semantic_segmentation INFO: Iters: 102730/150000 || Lr: 0.007074 || Task Loss: 0.1470 || KD Loss: 0.0316|| 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: 4 days, 0:05:53 || Estimated Time: 1 day, 20:13:05
2023-07-31 13:49:19,199 semantic_segmentation INFO: Iters: 102740/150000 || Lr: 0.007073 || Task Loss: 0.1386 || KD Loss: 0.0303|| 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: 4 days, 0:06:26 || Estimated Time: 1 day, 20:12:31
2023-07-31 13:49:51,687 semantic_segmentation INFO: Iters: 102750/150000 || Lr: 0.007072 || Task Loss: 0.1680 || KD Loss: 0.0543|| 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: 4 days, 0:06:58 || Estimated Time: 1 day, 20:11:57
2023-07-31 13:50:24,146 semantic_segmentation INFO: Iters: 102760/150000 || Lr: 0.007070 || Task Loss: 0.1864 || KD Loss: 0.0509|| 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: 4 days, 0:07:31 || Estimated Time: 1 day, 20:11:23
2023-07-31 13:50:56,607 semantic_segmentation INFO: Iters: 102770/150000 || Lr: 0.007069 || Task Loss: 0.2021 || KD Loss: 0.0458|| 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: 4 days, 0:08:03 || Estimated Time: 1 day, 20:10:49
2023-07-31 13:51:29,068 semantic_segmentation INFO: Iters: 102780/150000 || Lr: 0.007068 || Task Loss: 0.1994 || KD Loss: 0.0339|| 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: 4 days, 0:08:35 || Estimated Time: 1 day, 20:10:14
2023-07-31 13:52:01,541 semantic_segmentation INFO: Iters: 102790/150000 || Lr: 0.007066 || Task Loss: 0.2129 || KD Loss: 0.0384|| 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: 4 days, 0:09:08 || Estimated Time: 1 day, 20:09:40
2023-07-31 13:52:33,976 semantic_segmentation INFO: Iters: 102800/150000 || Lr: 0.007065 || Task Loss: 0.1658 || KD Loss: 0.0415|| 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: 4 days, 0:09:40 || Estimated Time: 1 day, 20:09:06
2023-07-31 13:53:06,459 semantic_segmentation INFO: Iters: 102810/150000 || Lr: 0.007064 || Task Loss: 0.1979 || KD Loss: 0.0597|| 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: 4 days, 0:10:13 || Estimated Time: 1 day, 20:08:32
2023-07-31 13:53:38,944 semantic_segmentation INFO: Iters: 102820/150000 || Lr: 0.007062 || Task Loss: 0.1520 || KD Loss: 0.0351|| 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: 4 days, 0:10:45 || Estimated Time: 1 day, 20:07:57
2023-07-31 13:54:11,375 semantic_segmentation INFO: Iters: 102830/150000 || Lr: 0.007061 || Task Loss: 0.1336 || KD Loss: 0.0345|| 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: 4 days, 0:11:18 || Estimated Time: 1 day, 20:07:23
2023-07-31 13:54:43,871 semantic_segmentation INFO: Iters: 102840/150000 || Lr: 0.007059 || Task Loss: 0.1851 || KD Loss: 0.0400|| 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: 4 days, 0:11:50 || Estimated Time: 1 day, 20:06:49
2023-07-31 13:55:16,293 semantic_segmentation INFO: Iters: 102850/150000 || Lr: 0.007058 || Task Loss: 0.1657 || KD Loss: 0.0513|| 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: 4 days, 0:12:23 || Estimated Time: 1 day, 20:06:15
2023-07-31 13:55:48,875 semantic_segmentation INFO: Iters: 102860/150000 || Lr: 0.007057 || Task Loss: 0.1405 || KD Loss: 0.0501|| 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: 4 days, 0:12:55 || Estimated Time: 1 day, 20:05:40
2023-07-31 13:56:21,692 semantic_segmentation INFO: Iters: 102870/150000 || Lr: 0.007055 || Task Loss: 0.2338 || KD Loss: 0.0414|| 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: 4 days, 0:13:28 || Estimated Time: 1 day, 20:05:06
2023-07-31 13:56:54,394 semantic_segmentation INFO: Iters: 102880/150000 || Lr: 0.007054 || Task Loss: 0.1741 || KD Loss: 0.0358|| 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: 4 days, 0:14:01 || Estimated Time: 1 day, 20:04:32
2023-07-31 13:57:26,904 semantic_segmentation INFO: Iters: 102890/150000 || Lr: 0.007053 || Task Loss: 0.2317 || KD Loss: 0.0516|| 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: 4 days, 0:14:33 || Estimated Time: 1 day, 20:03:58
2023-07-31 13:57:59,267 semantic_segmentation INFO: Iters: 102900/150000 || Lr: 0.007051 || Task Loss: 0.2127 || KD Loss: 0.0498|| 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: 4 days, 0:15:06 || Estimated Time: 1 day, 20:03:24
2023-07-31 13:58:31,780 semantic_segmentation INFO: Iters: 102910/150000 || Lr: 0.007050 || Task Loss: 0.1696 || KD Loss: 0.0411|| 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: 4 days, 0:15:38 || Estimated Time: 1 day, 20:02:50
2023-07-31 13:59:04,185 semantic_segmentation INFO: Iters: 102920/150000 || Lr: 0.007049 || Task Loss: 0.2162 || KD Loss: 0.0434|| 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: 4 days, 0:16:11 || Estimated Time: 1 day, 20:02:15
2023-07-31 13:59:36,597 semantic_segmentation INFO: Iters: 102930/150000 || Lr: 0.007047 || Task Loss: 0.2401 || KD Loss: 0.0487|| 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: 4 days, 0:16:43 || Estimated Time: 1 day, 20:01:41
2023-07-31 14:00:09,038 semantic_segmentation INFO: Iters: 102940/150000 || Lr: 0.007046 || Task Loss: 0.1465 || KD Loss: 0.0270|| 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: 4 days, 0:17:15 || Estimated Time: 1 day, 20:01:07
2023-07-31 14:00:41,419 semantic_segmentation INFO: Iters: 102950/150000 || Lr: 0.007045 || Task Loss: 0.1432 || KD Loss: 0.0286|| 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: 4 days, 0:17:48 || Estimated Time: 1 day, 20:00:33
2023-07-31 14:01:13,972 semantic_segmentation INFO: Iters: 102960/150000 || Lr: 0.007043 || Task Loss: 0.2041 || KD Loss: 0.0549|| 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: 4 days, 0:18:20 || Estimated Time: 1 day, 19:59:58
2023-07-31 14:01:46,392 semantic_segmentation INFO: Iters: 102970/150000 || Lr: 0.007042 || Task Loss: 0.1802 || KD Loss: 0.0490|| 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: 4 days, 0:18:53 || Estimated Time: 1 day, 19:59:24
2023-07-31 14:02:18,951 semantic_segmentation INFO: Iters: 102980/150000 || Lr: 0.007041 || Task Loss: 0.1767 || KD Loss: 0.0402|| 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 days, 0:19:25 || Estimated Time: 1 day, 19:58:50
2023-07-31 14:02:51,437 semantic_segmentation INFO: Iters: 102990/150000 || Lr: 0.007039 || Task Loss: 0.1615 || KD Loss: 0.0308|| 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: 4 days, 0:19:58 || Estimated Time: 1 day, 19:58:16
2023-07-31 14:03:24,150 semantic_segmentation INFO: Iters: 103000/150000 || Lr: 0.007038 || Task Loss: 0.1765 || KD Loss: 0.0417|| 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: 4 days, 0:20:31 || Estimated Time: 1 day, 19:57:42
2023-07-31 14:03:57,105 semantic_segmentation INFO: Iters: 103010/150000 || Lr: 0.007037 || Task Loss: 0.2196 || KD Loss: 0.0697|| 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: 4 days, 0:21:03 || Estimated Time: 1 day, 19:57:08
2023-07-31 14:04:29,769 semantic_segmentation INFO: Iters: 103020/150000 || Lr: 0.007035 || Task Loss: 0.1650 || KD Loss: 0.0358|| 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: 4 days, 0:21:36 || Estimated Time: 1 day, 19:56:34
2023-07-31 14:05:02,188 semantic_segmentation INFO: Iters: 103030/150000 || Lr: 0.007034 || Task Loss: 0.1742 || KD Loss: 0.0574|| 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: 4 days, 0:22:09 || Estimated Time: 1 day, 19:55:59
2023-07-31 14:05:34,669 semantic_segmentation INFO: Iters: 103040/150000 || Lr: 0.007033 || Task Loss: 0.2233 || KD Loss: 0.0496|| 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: 4 days, 0:22:41 || Estimated Time: 1 day, 19:55:25
2023-07-31 14:06:07,228 semantic_segmentation INFO: Iters: 103050/150000 || Lr: 0.007031 || Task Loss: 0.1807 || KD Loss: 0.0374|| 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: 4 days, 0:23:14 || Estimated Time: 1 day, 19:54:51
2023-07-31 14:06:39,717 semantic_segmentation INFO: Iters: 103060/150000 || Lr: 0.007030 || Task Loss: 0.1535 || KD Loss: 0.0554|| 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: 4 days, 0:23:46 || Estimated Time: 1 day, 19:54:17
2023-07-31 14:07:12,187 semantic_segmentation INFO: Iters: 103070/150000 || Lr: 0.007028 || Task Loss: 0.1938 || KD Loss: 0.0476|| 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: 4 days, 0:24:19 || Estimated Time: 1 day, 19:53:42
2023-07-31 14:07:44,604 semantic_segmentation INFO: Iters: 103080/150000 || Lr: 0.007027 || Task Loss: 0.2093 || KD Loss: 0.0404|| 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: 4 days, 0:24:51 || Estimated Time: 1 day, 19:53:08
2023-07-31 14:08:16,993 semantic_segmentation INFO: Iters: 103090/150000 || Lr: 0.007026 || Task Loss: 0.2262 || KD Loss: 0.0725|| 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: 4 days, 0:25:23 || Estimated Time: 1 day, 19:52:34
2023-07-31 14:08:49,450 semantic_segmentation INFO: Iters: 103100/150000 || Lr: 0.007024 || Task Loss: 0.1537 || KD Loss: 0.0373|| 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: 4 days, 0:25:56 || Estimated Time: 1 day, 19:52:00
2023-07-31 14:09:21,862 semantic_segmentation INFO: Iters: 103110/150000 || Lr: 0.007023 || Task Loss: 0.1862 || KD Loss: 0.0413|| 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: 4 days, 0:26:28 || Estimated Time: 1 day, 19:51:25
2023-07-31 14:09:54,258 semantic_segmentation INFO: Iters: 103120/150000 || Lr: 0.007022 || Task Loss: 0.1902 || KD Loss: 0.0390|| 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: 4 days, 0:27:01 || Estimated Time: 1 day, 19:50:51
2023-07-31 14:10:26,720 semantic_segmentation INFO: Iters: 103130/150000 || Lr: 0.007020 || Task Loss: 0.1817 || KD Loss: 0.0409|| 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: 4 days, 0:27:33 || Estimated Time: 1 day, 19:50:17
2023-07-31 14:10:59,396 semantic_segmentation INFO: Iters: 103140/150000 || Lr: 0.007019 || Task Loss: 0.1756 || KD Loss: 0.0397|| 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: 4 days, 0:28:06 || Estimated Time: 1 day, 19:49:43
2023-07-31 14:11:32,287 semantic_segmentation INFO: Iters: 103150/150000 || Lr: 0.007018 || Task Loss: 0.2304 || KD Loss: 0.0672|| 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: 4 days, 0:28:39 || Estimated Time: 1 day, 19:49:09
2023-07-31 14:12:04,977 semantic_segmentation INFO: Iters: 103160/150000 || Lr: 0.007016 || Task Loss: 0.2448 || KD Loss: 0.0483|| 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: 4 days, 0:29:11 || Estimated Time: 1 day, 19:48:35
2023-07-31 14:12:37,369 semantic_segmentation INFO: Iters: 103170/150000 || Lr: 0.007015 || Task Loss: 0.1851 || KD Loss: 0.0592|| 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: 4 days, 0:29:44 || Estimated Time: 1 day, 19:48:01
2023-07-31 14:13:09,738 semantic_segmentation INFO: Iters: 103180/150000 || Lr: 0.007014 || Task Loss: 0.1970 || KD Loss: 0.0638|| 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: 4 days, 0:30:16 || Estimated Time: 1 day, 19:47:26
2023-07-31 14:13:42,205 semantic_segmentation INFO: Iters: 103190/150000 || Lr: 0.007012 || Task Loss: 0.1586 || KD Loss: 0.0455|| 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: 4 days, 0:30:49 || Estimated Time: 1 day, 19:46:52
2023-07-31 14:14:14,605 semantic_segmentation INFO: Iters: 103200/150000 || Lr: 0.007011 || Task Loss: 0.2433 || KD Loss: 0.0475|| 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: 4 days, 0:31:21 || Estimated Time: 1 day, 19:46:18
2023-07-31 14:14:14,676 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 14:14:15,647 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.411
2023-07-31 14:14:15,756 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.502
2023-07-31 14:14:15,865 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.511
2023-07-31 14:14:15,973 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.538
2023-07-31 14:14:16,079 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.532
2023-07-31 14:14:16,184 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.532
2023-07-31 14:14:16,290 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.577
2023-07-31 14:14:16,398 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.624
2023-07-31 14:14:16,502 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.669
2023-07-31 14:14:16,608 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.717
2023-07-31 14:14:16,714 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.725
2023-07-31 14:14:16,820 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.752
2023-07-31 14:14:16,924 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.751
2023-07-31 14:14:17,029 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.964, mIoU: 0.746
2023-07-31 14:14:17,135 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.740
2023-07-31 14:14:17,239 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.729
2023-07-31 14:14:17,345 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.732
2023-07-31 14:14:17,450 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.733
2023-07-31 14:14:17,559 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.740
2023-07-31 14:14:17,670 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.747
2023-07-31 14:14:17,777 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.748
2023-07-31 14:14:17,884 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-31 14:14:17,993 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-31 14:14:18,104 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.743
2023-07-31 14:14:18,215 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.756
2023-07-31 14:14:18,325 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.758
2023-07-31 14:14:18,438 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.744
2023-07-31 14:14:18,547 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 14:14:18,650 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.746
2023-07-31 14:14:18,754 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.752
2023-07-31 14:14:18,859 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.751
2023-07-31 14:14:18,963 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.746
2023-07-31 14:14:19,068 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.747
2023-07-31 14:14:19,174 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.950, mIoU: 0.746
2023-07-31 14:14:19,280 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.950, mIoU: 0.747
2023-07-31 14:14:19,385 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.950, mIoU: 0.746
2023-07-31 14:14:19,488 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 14:14:19,592 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.949, mIoU: 0.743
2023-07-31 14:14:19,695 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-31 14:14:19,798 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-31 14:14:19,902 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 14:14:20,006 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 14:14:20,111 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 14:14:20,219 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-31 14:14:20,330 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 14:14:20,440 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 14:14:20,549 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-31 14:14:20,659 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-31 14:14:20,770 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-31 14:14:20,881 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 14:14:20,991 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 14:14:21,099 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 14:14:21,206 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 14:14:21,312 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.952, mIoU: 0.743
2023-07-31 14:14:21,416 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 14:14:21,522 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 14:14:21,628 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 14:14:21,734 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.951, mIoU: 0.746
2023-07-31 14:14:21,841 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.950, mIoU: 0.747
2023-07-31 14:14:21,949 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.950, mIoU: 0.745
2023-07-31 14:14:22,060 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.950, mIoU: 0.748
2023-07-31 14:14:22,178 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.950, mIoU: 0.750
2023-07-31 14:14:22,288 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.950, mIoU: 0.749
2023-07-31 14:14:22,393 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.950, mIoU: 0.748
2023-07-31 14:14:22,508 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.950, mIoU: 0.750
2023-07-31 14:14:22,623 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.949, mIoU: 0.749
2023-07-31 14:14:22,734 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.948, mIoU: 0.748
2023-07-31 14:14:22,846 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.750
2023-07-31 14:14:22,954 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.748
2023-07-31 14:14:23,062 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.948, mIoU: 0.748
2023-07-31 14:14:23,168 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.949, mIoU: 0.748
2023-07-31 14:14:23,280 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.949, mIoU: 0.746
2023-07-31 14:14:23,384 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.744
2023-07-31 14:14:23,498 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.743
2023-07-31 14:14:23,615 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.948, mIoU: 0.743
2023-07-31 14:14:23,722 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.948, mIoU: 0.743
2023-07-31 14:14:23,827 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.949, mIoU: 0.743
2023-07-31 14:14:23,938 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.743
2023-07-31 14:14:24,045 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.949, mIoU: 0.743
2023-07-31 14:14:24,155 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.949, mIoU: 0.744
2023-07-31 14:14:24,265 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.948, mIoU: 0.745
2023-07-31 14:14:24,371 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.948, mIoU: 0.745
2023-07-31 14:14:24,481 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.948, mIoU: 0.745
2023-07-31 14:14:24,587 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.947, mIoU: 0.743
2023-07-31 14:14:24,691 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.945, mIoU: 0.738
2023-07-31 14:14:24,795 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.945, mIoU: 0.739
2023-07-31 14:14:24,900 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.945, mIoU: 0.739
2023-07-31 14:14:25,006 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.945, mIoU: 0.738
2023-07-31 14:14:25,111 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.945, mIoU: 0.738
2023-07-31 14:14:25,218 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.738
2023-07-31 14:14:25,324 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.946, mIoU: 0.739
2023-07-31 14:14:25,429 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.946, mIoU: 0.749
2023-07-31 14:14:25,536 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.946, mIoU: 0.749
2023-07-31 14:14:25,641 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.946, mIoU: 0.749
2023-07-31 14:14:25,749 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.946, mIoU: 0.749
2023-07-31 14:14:25,862 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.946, mIoU: 0.749
2023-07-31 14:14:25,969 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.946, mIoU: 0.751
2023-07-31 14:14:26,075 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.947, mIoU: 0.750
2023-07-31 14:14:26,186 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.946, mIoU: 0.749
2023-07-31 14:14:26,300 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.946, mIoU: 0.749
2023-07-31 14:14:26,410 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-31 14:14:26,524 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-31 14:14:26,635 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-31 14:14:26,746 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-31 14:14:26,854 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-31 14:14:26,961 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.945, mIoU: 0.746
2023-07-31 14:14:27,066 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.945, mIoU: 0.746
2023-07-31 14:14:27,169 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.945, mIoU: 0.747
2023-07-31 14:14:27,273 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.945, mIoU: 0.747
2023-07-31 14:14:27,377 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-31 14:14:27,483 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-31 14:14:27,590 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.945, mIoU: 0.747
2023-07-31 14:14:27,698 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.945, mIoU: 0.747
2023-07-31 14:14:27,809 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.945, mIoU: 0.747
2023-07-31 14:14:27,921 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.945, mIoU: 0.747
2023-07-31 14:14:28,032 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.945, mIoU: 0.746
2023-07-31 14:14:28,146 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.946, mIoU: 0.747
2023-07-31 14:14:28,254 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.946, mIoU: 0.747
2023-07-31 14:14:28,361 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.945, mIoU: 0.747
2023-07-31 14:14:28,466 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.946, mIoU: 0.746
2023-07-31 14:14:28,573 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.946, mIoU: 0.746
2023-07-31 14:14:28,676 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.945, mIoU: 0.746
2023-07-31 14:14:28,781 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.945, mIoU: 0.746
2023-07-31 14:14:28,885 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-31 14:14:28,988 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.946, mIoU: 0.749
2023-07-31 14:14:29,091 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.945, mIoU: 0.746
2023-07-31 14:14:29,194 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.945, mIoU: 0.747
2023-07-31 14:14:29,299 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.945, mIoU: 0.747
2023-07-31 14:14:29,403 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-31 14:14:29,509 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.945, mIoU: 0.746
2023-07-31 14:14:29,615 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.945, mIoU: 0.746
2023-07-31 14:14:29,723 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.945, mIoU: 0.746
2023-07-31 14:14:29,827 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.945, mIoU: 0.746
2023-07-31 14:14:29,932 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.946, mIoU: 0.745
2023-07-31 14:14:30,038 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.946, mIoU: 0.744
2023-07-31 14:14:30,146 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.946, mIoU: 0.744
2023-07-31 14:14:30,257 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.946, mIoU: 0.744
2023-07-31 14:14:30,371 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.946, mIoU: 0.742
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2023-07-31 14:14:51,495 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.947, mIoU: 0.736
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2023-07-31 14:14:51,717 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.947, mIoU: 0.736
2023-07-31 14:14:51,822 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.947, mIoU: 0.736
2023-07-31 14:14:51,929 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.947, mIoU: 0.737
2023-07-31 14:14:52,032 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.947, mIoU: 0.737
2023-07-31 14:14:52,137 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-31 14:14:52,243 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-31 14:14:52,348 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-31 14:14:52,459 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-31 14:14:52,563 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-31 14:14:52,669 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 14:14:52,774 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 14:14:52,880 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 14:14:52,990 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 14:14:53,101 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 14:14:53,212 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 14:14:53,323 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 14:14:53,436 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-31 14:14:53,551 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 14:14:53,666 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 14:14:53,781 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 14:14:53,889 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 14:14:53,999 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 14:14:54,110 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 14:14:54,225 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 14:14:54,346 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 14:14:54,456 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 14:14:54,566 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 14:14:54,677 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 14:14:54,791 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 14:14:54,904 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 14:14:55,016 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 14:14:55,123 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 14:14:55,234 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 14:14:55,341 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 14:14:55,457 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 14:14:55,573 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 14:14:55,685 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-31 14:14:55,796 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-31 14:14:55,906 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-31 14:14:56,016 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-31 14:14:56,124 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-31 14:14:56,231 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-31 14:14:56,337 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-31 14:14:56,444 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 14:14:56,550 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 14:14:56,656 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-31 14:14:56,765 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-31 14:14:56,886 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-31 14:14:57,012 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-31 14:14:57,137 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 14:14:57,261 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 14:14:57,381 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 14:14:57,499 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 14:14:57,616 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 14:14:57,731 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 14:14:57,846 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 14:14:57,962 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 14:14:58,079 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 14:14:58,194 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 14:14:58,305 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 14:14:58,418 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 14:14:58,529 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 14:14:58,641 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 14:14:58,753 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 14:14:58,865 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 14:14:58,976 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 14:14:59,088 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 14:14:59,198 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 14:14:59,308 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 14:14:59,418 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 14:14:59,530 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 14:14:59,645 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 14:14:59,757 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 14:14:59,868 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 14:14:59,978 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 14:15:00,090 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 14:15:00,203 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.952, mIoU: 0.743
2023-07-31 14:15:00,317 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 14:15:00,430 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 14:15:00,543 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 14:15:00,650 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 14:15:00,756 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 14:15:00,862 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 14:15:00,974 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 14:15:01,091 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 14:15:01,198 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 14:15:01,306 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 14:15:01,417 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 14:15:01,529 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 14:15:01,643 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 14:15:01,758 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 14:15:01,864 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 14:15:01,970 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 14:15:02,080 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 14:15:02,192 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 14:15:02,298 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 14:15:02,406 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 14:15:02,515 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 14:15:02,628 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 14:15:02,748 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 14:15:02,858 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 14:15:02,970 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 14:15:03,079 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 14:15:03,189 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 14:15:03,296 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 14:15:03,401 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 14:15:03,506 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 14:15:03,615 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 14:15:03,723 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 14:15:03,833 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 14:15:03,945 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 14:15:04,061 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 14:15:04,177 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 14:15:04,289 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 14:15:04,399 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 14:15:04,512 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 14:15:04,623 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 14:15:04,731 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 14:15:04,840 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 14:15:04,951 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 14:15:05,065 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 14:15:05,171 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 14:15:05,285 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 14:15:05,402 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 14:15:05,512 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 14:15:05,621 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 14:15:05,729 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 14:15:05,835 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 14:15:05,942 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 14:15:06,048 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 14:15:06,155 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 14:15:06,259 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 14:15:06,363 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 14:15:06,470 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 14:15:06,575 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 14:15:06,680 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 14:15:06,785 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 14:15:06,890 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 14:15:06,994 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 14:15:07,103 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 14:15:07,210 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 14:15:07,317 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 14:15:07,419 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 14:15:07,527 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 14:15:07,641 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 14:15:07,753 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 14:15:07,865 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 14:15:07,976 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 14:15:08,088 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 14:15:08,206 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 14:15:08,321 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 14:15:08,429 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 14:15:08,536 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 14:15:08,643 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 14:15:08,755 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 14:15:08,872 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 14:15:08,978 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 14:15:09,084 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 14:15:09,200 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 14:15:09,316 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 14:15:09,427 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 14:15:09,536 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 14:15:09,645 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 14:15:09,753 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 14:15:09,857 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 14:15:09,960 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.955, mIoU: 0.749
2023-07-31 14:15:10,064 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.955, mIoU: 0.749
2023-07-31 14:15:10,167 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.955, mIoU: 0.749
2023-07-31 14:15:42,996 semantic_segmentation INFO: Iters: 103210/150000 || Lr: 0.007010 || Task Loss: 0.1948 || KD Loss: 0.0326|| 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: 4 days, 0:32:49 || Estimated Time: 1 day, 19:46:09
2023-07-31 14:16:15,348 semantic_segmentation INFO: Iters: 103220/150000 || Lr: 0.007008 || Task Loss: 0.1576 || KD Loss: 0.0267|| 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: 4 days, 0:33:22 || Estimated Time: 1 day, 19:45:35
2023-07-31 14:16:47,747 semantic_segmentation INFO: Iters: 103230/150000 || Lr: 0.007007 || Task Loss: 0.1644 || KD Loss: 0.0432|| 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: 4 days, 0:33:54 || Estimated Time: 1 day, 19:45:00
2023-07-31 14:17:20,113 semantic_segmentation INFO: Iters: 103240/150000 || Lr: 0.007006 || Task Loss: 0.2076 || KD Loss: 0.0352|| 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 days, 0:34:26 || Estimated Time: 1 day, 19:44:26
2023-07-31 14:17:52,462 semantic_segmentation INFO: Iters: 103250/150000 || Lr: 0.007004 || Task Loss: 0.2812 || KD Loss: 0.0606|| 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: 4 days, 0:34:59 || Estimated Time: 1 day, 19:43:52
2023-07-31 14:18:25,038 semantic_segmentation INFO: Iters: 103260/150000 || Lr: 0.007003 || Task Loss: 0.2392 || KD Loss: 0.0477|| 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: 4 days, 0:35:31 || Estimated Time: 1 day, 19:43:18
2023-07-31 14:18:57,922 semantic_segmentation INFO: Iters: 103270/150000 || Lr: 0.007002 || Task Loss: 0.1368 || KD Loss: 0.0271|| 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: 4 days, 0:36:04 || Estimated Time: 1 day, 19:42:44
2023-07-31 14:19:30,677 semantic_segmentation INFO: Iters: 103280/150000 || Lr: 0.007000 || Task Loss: 0.2379 || KD Loss: 0.0449|| 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: 4 days, 0:36:37 || Estimated Time: 1 day, 19:42:10
2023-07-31 14:20:03,064 semantic_segmentation INFO: Iters: 103290/150000 || Lr: 0.006999 || Task Loss: 0.1738 || KD Loss: 0.0372|| 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: 4 days, 0:37:09 || Estimated Time: 1 day, 19:41:35
2023-07-31 14:20:35,492 semantic_segmentation INFO: Iters: 103300/150000 || Lr: 0.006997 || Task Loss: 0.2239 || KD Loss: 0.0622|| 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: 4 days, 0:37:42 || Estimated Time: 1 day, 19:41:01
2023-07-31 14:21:07,983 semantic_segmentation INFO: Iters: 103310/150000 || Lr: 0.006996 || Task Loss: 0.1830 || KD Loss: 0.0505|| 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: 4 days, 0:38:14 || Estimated Time: 1 day, 19:40:27
2023-07-31 14:21:40,390 semantic_segmentation INFO: Iters: 103320/150000 || Lr: 0.006995 || Task Loss: 0.1476 || KD Loss: 0.0340|| 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: 4 days, 0:38:47 || Estimated Time: 1 day, 19:39:53
2023-07-31 14:22:12,884 semantic_segmentation INFO: Iters: 103330/150000 || Lr: 0.006993 || Task Loss: 0.1173 || KD Loss: 0.0274|| 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: 4 days, 0:39:19 || Estimated Time: 1 day, 19:39:18
2023-07-31 14:22:45,332 semantic_segmentation INFO: Iters: 103340/150000 || Lr: 0.006992 || Task Loss: 0.1886 || KD Loss: 0.0463|| 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: 4 days, 0:39:52 || Estimated Time: 1 day, 19:38:44
2023-07-31 14:23:17,763 semantic_segmentation INFO: Iters: 103350/150000 || Lr: 0.006991 || Task Loss: 0.1663 || KD Loss: 0.0367|| 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: 4 days, 0:40:24 || Estimated Time: 1 day, 19:38:10
2023-07-31 14:23:50,254 semantic_segmentation INFO: Iters: 103360/150000 || Lr: 0.006989 || Task Loss: 0.1467 || KD Loss: 0.0309|| 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: 4 days, 0:40:57 || Estimated Time: 1 day, 19:37:36
2023-07-31 14:24:22,717 semantic_segmentation INFO: Iters: 103370/150000 || Lr: 0.006988 || Task Loss: 0.1891 || KD Loss: 0.0360|| 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: 4 days, 0:41:29 || Estimated Time: 1 day, 19:37:01
2023-07-31 14:24:55,076 semantic_segmentation INFO: Iters: 103380/150000 || Lr: 0.006987 || Task Loss: 0.2014 || KD Loss: 0.0475|| 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: 4 days, 0:42:01 || Estimated Time: 1 day, 19:36:27
2023-07-31 14:25:27,570 semantic_segmentation INFO: Iters: 103390/150000 || Lr: 0.006985 || Task Loss: 0.1809 || KD Loss: 0.0361|| 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: 4 days, 0:42:34 || Estimated Time: 1 day, 19:35:53
2023-07-31 14:26:00,307 semantic_segmentation INFO: Iters: 103400/150000 || Lr: 0.006984 || Task Loss: 0.1912 || KD Loss: 0.0461|| 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: 4 days, 0:43:07 || Estimated Time: 1 day, 19:35:19
2023-07-31 14:26:33,072 semantic_segmentation INFO: Iters: 103410/150000 || Lr: 0.006983 || Task Loss: 0.1786 || KD Loss: 0.0306|| 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: 4 days, 0:43:39 || Estimated Time: 1 day, 19:34:45
2023-07-31 14:27:05,700 semantic_segmentation INFO: Iters: 103420/150000 || Lr: 0.006981 || Task Loss: 0.1454 || KD Loss: 0.0325|| 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: 4 days, 0:44:12 || Estimated Time: 1 day, 19:34:11
2023-07-31 14:27:38,104 semantic_segmentation INFO: Iters: 103430/150000 || Lr: 0.006980 || Task Loss: 0.1763 || KD Loss: 0.0383|| 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: 4 days, 0:44:44 || Estimated Time: 1 day, 19:33:36
2023-07-31 14:28:10,510 semantic_segmentation INFO: Iters: 103440/150000 || Lr: 0.006979 || Task Loss: 0.1769 || KD Loss: 0.0342|| 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: 4 days, 0:45:17 || Estimated Time: 1 day, 19:33:02
2023-07-31 14:28:43,002 semantic_segmentation INFO: Iters: 103450/150000 || Lr: 0.006977 || Task Loss: 0.2049 || KD Loss: 0.0548|| 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: 4 days, 0:45:49 || Estimated Time: 1 day, 19:32:28
2023-07-31 14:29:15,381 semantic_segmentation INFO: Iters: 103460/150000 || Lr: 0.006976 || Task Loss: 0.1884 || KD Loss: 0.0345|| 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: 4 days, 0:46:22 || Estimated Time: 1 day, 19:31:54
2023-07-31 14:29:47,790 semantic_segmentation INFO: Iters: 103470/150000 || Lr: 0.006975 || Task Loss: 0.1794 || KD Loss: 0.0615|| 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: 4 days, 0:46:54 || Estimated Time: 1 day, 19:31:20
2023-07-31 14:30:20,199 semantic_segmentation INFO: Iters: 103480/150000 || Lr: 0.006973 || Task Loss: 0.1065 || KD Loss: 0.0274|| 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: 4 days, 0:47:27 || Estimated Time: 1 day, 19:30:45
2023-07-31 14:30:52,672 semantic_segmentation INFO: Iters: 103490/150000 || Lr: 0.006972 || Task Loss: 0.2368 || KD Loss: 0.0548|| 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 days, 0:47:59 || Estimated Time: 1 day, 19:30:11
2023-07-31 14:31:25,047 semantic_segmentation INFO: Iters: 103500/150000 || Lr: 0.006970 || Task Loss: 0.1882 || KD Loss: 0.0493|| 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 days, 0:48:31 || Estimated Time: 1 day, 19:29:37
2023-07-31 14:31:57,471 semantic_segmentation INFO: Iters: 103510/150000 || Lr: 0.006969 || Task Loss: 0.2006 || KD Loss: 0.0386|| 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: 4 days, 0:49:04 || Estimated Time: 1 day, 19:29:03
2023-07-31 14:32:29,933 semantic_segmentation INFO: Iters: 103520/150000 || Lr: 0.006968 || Task Loss: 0.1896 || KD Loss: 0.0506|| 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: 4 days, 0:49:36 || Estimated Time: 1 day, 19:28:28
2023-07-31 14:33:02,299 semantic_segmentation INFO: Iters: 103530/150000 || Lr: 0.006966 || Task Loss: 0.2308 || KD Loss: 0.0585|| 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: 4 days, 0:50:09 || Estimated Time: 1 day, 19:27:54
2023-07-31 14:33:34,928 semantic_segmentation INFO: Iters: 103540/150000 || Lr: 0.006965 || Task Loss: 0.1692 || KD Loss: 0.0620|| 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: 4 days, 0:50:41 || Estimated Time: 1 day, 19:27:20
2023-07-31 14:34:07,824 semantic_segmentation INFO: Iters: 103550/150000 || Lr: 0.006964 || Task Loss: 0.2457 || KD Loss: 0.0680|| 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: 4 days, 0:51:14 || Estimated Time: 1 day, 19:26:46
2023-07-31 14:34:40,489 semantic_segmentation INFO: Iters: 103560/150000 || Lr: 0.006962 || Task Loss: 0.2163 || KD Loss: 0.0523|| 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 days, 0:51:47 || Estimated Time: 1 day, 19:26:12
2023-07-31 14:35:12,951 semantic_segmentation INFO: Iters: 103570/150000 || Lr: 0.006961 || Task Loss: 0.1566 || KD Loss: 0.0372|| 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: 4 days, 0:52:19 || Estimated Time: 1 day, 19:25:38
2023-07-31 14:35:45,499 semantic_segmentation INFO: Iters: 103580/150000 || Lr: 0.006960 || Task Loss: 0.2406 || KD Loss: 0.0813|| 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: 4 days, 0:52:52 || Estimated Time: 1 day, 19:25:03
2023-07-31 14:36:17,934 semantic_segmentation INFO: Iters: 103590/150000 || Lr: 0.006958 || Task Loss: 0.1508 || KD Loss: 0.0359|| 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: 4 days, 0:53:24 || Estimated Time: 1 day, 19:24:29
2023-07-31 14:36:50,282 semantic_segmentation INFO: Iters: 103600/150000 || Lr: 0.006957 || Task Loss: 0.1949 || KD Loss: 0.0439|| 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: 4 days, 0:53:57 || Estimated Time: 1 day, 19:23:55
2023-07-31 14:37:22,651 semantic_segmentation INFO: Iters: 103610/150000 || Lr: 0.006956 || Task Loss: 0.1572 || KD Loss: 0.0343|| 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: 4 days, 0:54:29 || Estimated Time: 1 day, 19:23:21
2023-07-31 14:37:55,051 semantic_segmentation INFO: Iters: 103620/150000 || Lr: 0.006954 || Task Loss: 0.2050 || KD Loss: 0.0614|| 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: 4 days, 0:55:01 || Estimated Time: 1 day, 19:22:46
2023-07-31 14:38:27,512 semantic_segmentation INFO: Iters: 103630/150000 || Lr: 0.006953 || Task Loss: 0.1721 || KD Loss: 0.0389|| 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: 4 days, 0:55:34 || Estimated Time: 1 day, 19:22:12
2023-07-31 14:38:59,905 semantic_segmentation INFO: Iters: 103640/150000 || Lr: 0.006952 || Task Loss: 0.1501 || KD Loss: 0.0392|| 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: 4 days, 0:56:06 || Estimated Time: 1 day, 19:21:38
2023-07-31 14:39:32,263 semantic_segmentation INFO: Iters: 103650/150000 || Lr: 0.006950 || Task Loss: 0.1317 || KD Loss: 0.0339|| 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: 4 days, 0:56:39 || Estimated Time: 1 day, 19:21:04
2023-07-31 14:40:04,607 semantic_segmentation INFO: Iters: 103660/150000 || Lr: 0.006949 || Task Loss: 0.1331 || KD Loss: 0.0306|| 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: 4 days, 0:57:11 || Estimated Time: 1 day, 19:20:29
2023-07-31 14:40:37,045 semantic_segmentation INFO: Iters: 103670/150000 || Lr: 0.006948 || Task Loss: 0.1351 || KD Loss: 0.0392|| 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: 4 days, 0:57:43 || Estimated Time: 1 day, 19:19:55
2023-07-31 14:41:09,776 semantic_segmentation INFO: Iters: 103680/150000 || Lr: 0.006946 || Task Loss: 0.1350 || KD Loss: 0.0296|| 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: 4 days, 0:58:16 || Estimated Time: 1 day, 19:19:21
2023-07-31 14:41:42,724 semantic_segmentation INFO: Iters: 103690/150000 || Lr: 0.006945 || Task Loss: 0.1472 || KD Loss: 0.0362|| 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: 4 days, 0:58:49 || Estimated Time: 1 day, 19:18:47
2023-07-31 14:42:15,355 semantic_segmentation INFO: Iters: 103700/150000 || Lr: 0.006944 || Task Loss: 0.1941 || KD Loss: 0.0589|| 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: 4 days, 0:59:22 || Estimated Time: 1 day, 19:18:13
2023-07-31 14:42:47,682 semantic_segmentation INFO: Iters: 103710/150000 || Lr: 0.006942 || Task Loss: 0.2381 || KD Loss: 0.0743|| 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: 4 days, 0:59:54 || Estimated Time: 1 day, 19:17:39
2023-07-31 14:43:20,153 semantic_segmentation INFO: Iters: 103720/150000 || Lr: 0.006941 || Task Loss: 0.1856 || KD Loss: 0.0481|| 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: 4 days, 1:00:27 || Estimated Time: 1 day, 19:17:05
2023-07-31 14:43:52,559 semantic_segmentation INFO: Iters: 103730/150000 || Lr: 0.006939 || Task Loss: 0.1749 || KD Loss: 0.0577|| 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: 4 days, 1:00:59 || Estimated Time: 1 day, 19:16:30
2023-07-31 14:44:24,910 semantic_segmentation INFO: Iters: 103740/150000 || Lr: 0.006938 || Task Loss: 0.0955 || KD Loss: 0.0217|| 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: 4 days, 1:01:31 || Estimated Time: 1 day, 19:15:56
2023-07-31 14:44:57,257 semantic_segmentation INFO: Iters: 103750/150000 || Lr: 0.006937 || Task Loss: 0.1807 || KD Loss: 0.0487|| 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: 4 days, 1:02:04 || Estimated Time: 1 day, 19:15:22
2023-07-31 14:45:29,609 semantic_segmentation INFO: Iters: 103760/150000 || Lr: 0.006935 || Task Loss: 0.2253 || KD Loss: 0.0550|| 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: 4 days, 1:02:36 || Estimated Time: 1 day, 19:14:48
2023-07-31 14:46:01,975 semantic_segmentation INFO: Iters: 103770/150000 || Lr: 0.006934 || Task Loss: 0.2361 || KD Loss: 0.0483|| 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: 4 days, 1:03:08 || Estimated Time: 1 day, 19:14:13
2023-07-31 14:46:34,281 semantic_segmentation INFO: Iters: 103780/150000 || Lr: 0.006933 || Task Loss: 0.2326 || KD Loss: 0.1122|| 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: 4 days, 1:03:41 || Estimated Time: 1 day, 19:13:39
2023-07-31 14:47:06,668 semantic_segmentation INFO: Iters: 103790/150000 || Lr: 0.006931 || Task Loss: 0.1891 || KD Loss: 0.0453|| 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: 4 days, 1:04:13 || Estimated Time: 1 day, 19:13:05
2023-07-31 14:47:39,040 semantic_segmentation INFO: Iters: 103800/150000 || Lr: 0.006930 || Task Loss: 0.1429 || KD Loss: 0.0427|| 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: 4 days, 1:04:45 || Estimated Time: 1 day, 19:12:31
2023-07-31 14:48:11,490 semantic_segmentation INFO: Iters: 103810/150000 || Lr: 0.006929 || Task Loss: 0.1696 || KD Loss: 0.0361|| 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: 4 days, 1:05:18 || Estimated Time: 1 day, 19:11:56
2023-07-31 14:48:44,173 semantic_segmentation INFO: Iters: 103820/150000 || Lr: 0.006927 || Task Loss: 0.2771 || KD Loss: 0.0634|| 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: 4 days, 1:05:51 || Estimated Time: 1 day, 19:11:22
2023-07-31 14:49:17,032 semantic_segmentation INFO: Iters: 103830/150000 || Lr: 0.006926 || Task Loss: 0.3122 || KD Loss: 0.0466|| 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: 4 days, 1:06:23 || Estimated Time: 1 day, 19:10:48
2023-07-31 14:49:49,591 semantic_segmentation INFO: Iters: 103840/150000 || Lr: 0.006925 || Task Loss: 0.1562 || KD Loss: 0.0396|| 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: 4 days, 1:06:56 || Estimated Time: 1 day, 19:10:14
2023-07-31 14:50:21,963 semantic_segmentation INFO: Iters: 103850/150000 || Lr: 0.006923 || Task Loss: 0.1308 || KD Loss: 0.0394|| 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: 4 days, 1:07:28 || Estimated Time: 1 day, 19:09:40
2023-07-31 14:50:54,414 semantic_segmentation INFO: Iters: 103860/150000 || Lr: 0.006922 || Task Loss: 0.1951 || KD Loss: 0.0388|| 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: 4 days, 1:08:01 || Estimated Time: 1 day, 19:09:06
2023-07-31 14:51:26,718 semantic_segmentation INFO: Iters: 103870/150000 || Lr: 0.006921 || Task Loss: 0.2409 || KD Loss: 0.0552|| 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: 4 days, 1:08:33 || Estimated Time: 1 day, 19:08:31
2023-07-31 14:51:59,140 semantic_segmentation INFO: Iters: 103880/150000 || Lr: 0.006919 || Task Loss: 0.2718 || KD Loss: 0.0686|| 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: 4 days, 1:09:05 || Estimated Time: 1 day, 19:07:57
2023-07-31 14:52:31,573 semantic_segmentation INFO: Iters: 103890/150000 || Lr: 0.006918 || Task Loss: 0.1626 || KD Loss: 0.0362|| 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: 4 days, 1:09:38 || Estimated Time: 1 day, 19:07:23
2023-07-31 14:53:03,936 semantic_segmentation INFO: Iters: 103900/150000 || Lr: 0.006917 || Task Loss: 0.1501 || KD Loss: 0.0378|| 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: 4 days, 1:10:10 || Estimated Time: 1 day, 19:06:49
2023-07-31 14:53:36,398 semantic_segmentation INFO: Iters: 103910/150000 || Lr: 0.006915 || Task Loss: 0.2503 || KD Loss: 0.0600|| 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: 4 days, 1:10:43 || Estimated Time: 1 day, 19:06:14
2023-07-31 14:54:08,751 semantic_segmentation INFO: Iters: 103920/150000 || Lr: 0.006914 || Task Loss: 0.2606 || KD Loss: 0.0456|| 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: 4 days, 1:11:15 || Estimated Time: 1 day, 19:05:40
2023-07-31 14:54:41,142 semantic_segmentation INFO: Iters: 103930/150000 || Lr: 0.006912 || Task Loss: 0.1534 || KD Loss: 0.0398|| 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: 4 days, 1:11:47 || Estimated Time: 1 day, 19:05:06
2023-07-31 14:55:13,465 semantic_segmentation INFO: Iters: 103940/150000 || Lr: 0.006911 || Task Loss: 0.1702 || KD Loss: 0.0555|| 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: 4 days, 1:12:20 || Estimated Time: 1 day, 19:04:32
2023-07-31 14:55:45,860 semantic_segmentation INFO: Iters: 103950/150000 || Lr: 0.006910 || Task Loss: 0.2485 || KD Loss: 0.0480|| 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: 4 days, 1:12:52 || Estimated Time: 1 day, 19:03:57
2023-07-31 14:56:18,498 semantic_segmentation INFO: Iters: 103960/150000 || Lr: 0.006908 || Task Loss: 0.1620 || KD Loss: 0.0339|| 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: 4 days, 1:13:25 || Estimated Time: 1 day, 19:03:23
2023-07-31 14:56:51,266 semantic_segmentation INFO: Iters: 103970/150000 || Lr: 0.006907 || Task Loss: 0.2082 || KD Loss: 0.0467|| 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: 4 days, 1:13:58 || Estimated Time: 1 day, 19:02:49
2023-07-31 14:57:23,817 semantic_segmentation INFO: Iters: 103980/150000 || Lr: 0.006906 || Task Loss: 0.1763 || KD Loss: 0.0414|| 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: 4 days, 1:14:30 || Estimated Time: 1 day, 19:02:15
2023-07-31 14:57:56,191 semantic_segmentation INFO: Iters: 103990/150000 || Lr: 0.006904 || Task Loss: 0.1695 || KD Loss: 0.0411|| 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: 4 days, 1:15:03 || Estimated Time: 1 day, 19:01:41
2023-07-31 14:58:28,623 semantic_segmentation INFO: Iters: 104000/150000 || Lr: 0.006903 || Task Loss: 0.2489 || KD Loss: 0.0781|| 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: 4 days, 1:15:35 || Estimated Time: 1 day, 19:01:07
2023-07-31 14:58:28,692 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 14:58:29,626 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.411
2023-07-31 14:58:29,737 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.506
2023-07-31 14:58:29,841 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.511
2023-07-31 14:58:29,948 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.535
2023-07-31 14:58:30,053 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.533
2023-07-31 14:58:30,158 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.537
2023-07-31 14:58:30,265 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.544
2023-07-31 14:58:30,370 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.594
2023-07-31 14:58:30,474 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.638
2023-07-31 14:58:30,577 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.685
2023-07-31 14:58:30,680 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.695
2023-07-31 14:58:30,783 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.714
2023-07-31 14:58:30,887 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.721
2023-07-31 14:58:30,990 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.711
2023-07-31 14:58:31,093 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.710
2023-07-31 14:58:31,197 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.705
2023-07-31 14:58:31,306 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.706
2023-07-31 14:58:31,409 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.706
2023-07-31 14:58:31,519 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.716
2023-07-31 14:58:31,627 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.722
2023-07-31 14:58:31,734 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.720
2023-07-31 14:58:31,842 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.951, mIoU: 0.719
2023-07-31 14:58:31,945 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.722
2023-07-31 14:58:32,053 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.729
2023-07-31 14:58:32,169 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.950, mIoU: 0.745
2023-07-31 14:58:32,290 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.745
2023-07-31 14:58:32,397 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.733
2023-07-31 14:58:32,502 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-31 14:58:32,606 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.729
2023-07-31 14:58:32,713 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.746
2023-07-31 14:58:32,818 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.745
2023-07-31 14:58:32,924 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.947, mIoU: 0.741
2023-07-31 14:58:33,027 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.743
2023-07-31 14:58:33,131 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.742
2023-07-31 14:58:33,237 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.744
2023-07-31 14:58:33,344 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.947, mIoU: 0.742
2023-07-31 14:58:33,447 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-31 14:58:33,550 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.947, mIoU: 0.738
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2023-07-31 14:59:15,606 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 14:59:15,726 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 14:59:15,837 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 14:59:15,951 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 14:59:16,060 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 14:59:16,170 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 14:59:16,273 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 14:59:16,378 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 14:59:16,482 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 14:59:16,587 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 14:59:16,693 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 14:59:16,802 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 14:59:16,918 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 14:59:17,026 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 14:59:17,135 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 14:59:17,244 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 14:59:17,353 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 14:59:17,465 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 14:59:17,576 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 14:59:17,691 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 14:59:17,802 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 14:59:17,909 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.951, mIoU: 0.735
2023-07-31 14:59:18,017 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 14:59:18,120 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-31 14:59:18,226 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-31 14:59:18,332 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-31 14:59:18,439 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-31 14:59:18,545 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-31 14:59:18,656 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-31 14:59:18,774 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-31 14:59:18,882 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.952, mIoU: 0.736
2023-07-31 14:59:18,993 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 14:59:19,098 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 14:59:19,205 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 14:59:19,308 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 14:59:19,417 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 14:59:19,522 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 14:59:19,628 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 14:59:19,731 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 14:59:19,836 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 14:59:19,941 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 14:59:20,048 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 14:59:20,152 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 14:59:20,257 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 14:59:20,360 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.952, mIoU: 0.737
2023-07-31 14:59:20,466 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 14:59:20,569 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 14:59:20,674 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 14:59:20,779 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 14:59:20,880 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 14:59:20,991 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 14:59:21,096 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 14:59:21,203 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 14:59:21,314 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 14:59:21,429 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 14:59:21,540 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 14:59:21,648 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 14:59:21,757 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 14:59:21,867 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.953, mIoU: 0.738
2023-07-31 14:59:21,976 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.953, mIoU: 0.738
2023-07-31 14:59:22,084 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 14:59:22,188 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 14:59:22,293 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 14:59:22,397 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 14:59:22,502 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 14:59:22,606 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 14:59:22,711 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 14:59:22,815 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 14:59:22,919 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 14:59:23,026 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 14:59:23,130 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 14:59:23,235 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 14:59:23,340 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 14:59:23,443 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 14:59:23,546 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.953, mIoU: 0.739
2023-07-31 14:59:56,302 semantic_segmentation INFO: Iters: 104010/150000 || Lr: 0.006902 || Task Loss: 0.2095 || KD Loss: 0.0432|| 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: 4 days, 1:17:03 || Estimated Time: 1 day, 19:00:57
2023-07-31 15:00:28,439 semantic_segmentation INFO: Iters: 104020/150000 || Lr: 0.006900 || Task Loss: 0.1748 || KD Loss: 0.0352|| 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: 4 days, 1:17:35 || Estimated Time: 1 day, 19:00:22
2023-07-31 15:01:00,621 semantic_segmentation INFO: Iters: 104030/150000 || Lr: 0.006899 || Task Loss: 0.1811 || KD Loss: 0.0417|| 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: 4 days, 1:18:07 || Estimated Time: 1 day, 18:59:48
2023-07-31 15:01:32,823 semantic_segmentation INFO: Iters: 104040/150000 || Lr: 0.006898 || Task Loss: 0.1380 || KD Loss: 0.0286|| 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: 4 days, 1:18:39 || Estimated Time: 1 day, 18:59:14
2023-07-31 15:02:05,013 semantic_segmentation INFO: Iters: 104050/150000 || Lr: 0.006896 || Task Loss: 0.1890 || KD Loss: 0.0330|| 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: 4 days, 1:19:11 || Estimated Time: 1 day, 18:58:40
2023-07-31 15:02:37,253 semantic_segmentation INFO: Iters: 104060/150000 || Lr: 0.006895 || Task Loss: 0.2014 || KD Loss: 0.0528|| 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: 4 days, 1:19:44 || Estimated Time: 1 day, 18:58:05
2023-07-31 15:03:09,422 semantic_segmentation INFO: Iters: 104070/150000 || Lr: 0.006894 || Task Loss: 0.2180 || KD Loss: 0.0338|| 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: 4 days, 1:20:16 || Estimated Time: 1 day, 18:57:31
2023-07-31 15:03:41,831 semantic_segmentation INFO: Iters: 104080/150000 || Lr: 0.006892 || Task Loss: 0.1838 || KD Loss: 0.0465|| 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: 4 days, 1:20:48 || Estimated Time: 1 day, 18:56:57
2023-07-31 15:04:14,662 semantic_segmentation INFO: Iters: 104090/150000 || Lr: 0.006891 || Task Loss: 0.2195 || KD Loss: 0.0433|| 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: 4 days, 1:21:21 || Estimated Time: 1 day, 18:56:23
2023-07-31 15:04:47,327 semantic_segmentation INFO: Iters: 104100/150000 || Lr: 0.006890 || Task Loss: 0.1460 || KD Loss: 0.0314|| 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: 4 days, 1:21:54 || Estimated Time: 1 day, 18:55:48
2023-07-31 15:05:19,666 semantic_segmentation INFO: Iters: 104110/150000 || Lr: 0.006888 || Task Loss: 0.2624 || KD Loss: 0.0520|| 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 days, 1:22:26 || Estimated Time: 1 day, 18:55:14
2023-07-31 15:05:51,990 semantic_segmentation INFO: Iters: 104120/150000 || Lr: 0.006887 || Task Loss: 0.1779 || KD Loss: 0.0366|| 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: 4 days, 1:22:58 || Estimated Time: 1 day, 18:54:40
2023-07-31 15:06:24,275 semantic_segmentation INFO: Iters: 104130/150000 || Lr: 0.006885 || Task Loss: 0.1462 || KD Loss: 0.0305|| 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 days, 1:23:31 || Estimated Time: 1 day, 18:54:06
2023-07-31 15:06:56,553 semantic_segmentation INFO: Iters: 104140/150000 || Lr: 0.006884 || Task Loss: 0.1848 || KD Loss: 0.0542|| 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: 4 days, 1:24:03 || Estimated Time: 1 day, 18:53:31
2023-07-31 15:07:28,915 semantic_segmentation INFO: Iters: 104150/150000 || Lr: 0.006883 || Task Loss: 0.2015 || KD Loss: 0.0385|| 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: 4 days, 1:24:35 || Estimated Time: 1 day, 18:52:57
2023-07-31 15:08:01,193 semantic_segmentation INFO: Iters: 104160/150000 || Lr: 0.006881 || Task Loss: 0.1463 || KD Loss: 0.0362|| 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: 4 days, 1:25:08 || Estimated Time: 1 day, 18:52:23
2023-07-31 15:08:33,527 semantic_segmentation INFO: Iters: 104170/150000 || Lr: 0.006880 || Task Loss: 0.1476 || KD Loss: 0.0358|| 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: 4 days, 1:25:40 || Estimated Time: 1 day, 18:51:49
2023-07-31 15:09:05,884 semantic_segmentation INFO: Iters: 104180/150000 || Lr: 0.006879 || Task Loss: 0.1596 || KD Loss: 0.0411|| 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: 4 days, 1:26:12 || Estimated Time: 1 day, 18:51:14
2023-07-31 15:09:38,154 semantic_segmentation INFO: Iters: 104190/150000 || Lr: 0.006877 || Task Loss: 0.1493 || KD Loss: 0.0370|| 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: 4 days, 1:26:45 || Estimated Time: 1 day, 18:50:40
2023-07-31 15:10:10,493 semantic_segmentation INFO: Iters: 104200/150000 || Lr: 0.006876 || Task Loss: 0.1753 || KD Loss: 0.0322|| 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: 4 days, 1:27:17 || Estimated Time: 1 day, 18:50:06
2023-07-31 15:10:42,853 semantic_segmentation INFO: Iters: 104210/150000 || Lr: 0.006875 || Task Loss: 0.2544 || KD Loss: 0.0517|| 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: 4 days, 1:27:49 || Estimated Time: 1 day, 18:49:32
2023-07-31 15:11:15,274 semantic_segmentation INFO: Iters: 104220/150000 || Lr: 0.006873 || Task Loss: 0.1582 || KD Loss: 0.0510|| 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: 4 days, 1:28:22 || Estimated Time: 1 day, 18:48:57
2023-07-31 15:11:48,082 semantic_segmentation INFO: Iters: 104230/150000 || Lr: 0.006872 || Task Loss: 0.1481 || KD Loss: 0.0609|| 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: 4 days, 1:28:54 || Estimated Time: 1 day, 18:48:23
2023-07-31 15:12:20,753 semantic_segmentation INFO: Iters: 104240/150000 || Lr: 0.006871 || Task Loss: 0.1734 || KD Loss: 0.0298|| 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: 4 days, 1:29:27 || Estimated Time: 1 day, 18:47:49
2023-07-31 15:12:53,140 semantic_segmentation INFO: Iters: 104250/150000 || Lr: 0.006869 || Task Loss: 0.1807 || KD Loss: 0.0442|| 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: 4 days, 1:29:59 || Estimated Time: 1 day, 18:47:15
2023-07-31 15:13:25,523 semantic_segmentation INFO: Iters: 104260/150000 || Lr: 0.006868 || Task Loss: 0.2694 || KD Loss: 0.0610|| 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: 4 days, 1:30:32 || Estimated Time: 1 day, 18:46:41
2023-07-31 15:13:57,887 semantic_segmentation INFO: Iters: 104270/150000 || Lr: 0.006867 || Task Loss: 0.1488 || KD Loss: 0.0370|| 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: 4 days, 1:31:04 || Estimated Time: 1 day, 18:46:06
2023-07-31 15:14:30,229 semantic_segmentation INFO: Iters: 104280/150000 || Lr: 0.006865 || Task Loss: 0.1801 || KD Loss: 0.0493|| 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 days, 1:31:37 || Estimated Time: 1 day, 18:45:32
2023-07-31 15:15:02,604 semantic_segmentation INFO: Iters: 104290/150000 || Lr: 0.006864 || Task Loss: 0.1944 || KD Loss: 0.0422|| 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: 4 days, 1:32:09 || Estimated Time: 1 day, 18:44:58
2023-07-31 15:15:34,896 semantic_segmentation INFO: Iters: 104300/150000 || Lr: 0.006862 || Task Loss: 0.1819 || KD Loss: 0.0310|| 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: 4 days, 1:32:41 || Estimated Time: 1 day, 18:44:24
2023-07-31 15:16:07,153 semantic_segmentation INFO: Iters: 104310/150000 || Lr: 0.006861 || Task Loss: 0.2376 || KD Loss: 0.0447|| 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: 4 days, 1:33:14 || Estimated Time: 1 day, 18:43:49
2023-07-31 15:16:39,483 semantic_segmentation INFO: Iters: 104320/150000 || Lr: 0.006860 || Task Loss: 0.2472 || KD Loss: 0.0555|| 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: 4 days, 1:33:46 || Estimated Time: 1 day, 18:43:15
2023-07-31 15:17:11,797 semantic_segmentation INFO: Iters: 104330/150000 || Lr: 0.006858 || Task Loss: 0.1691 || KD Loss: 0.0480|| 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: 4 days, 1:34:18 || Estimated Time: 1 day, 18:42:41
2023-07-31 15:17:44,126 semantic_segmentation INFO: Iters: 104340/150000 || Lr: 0.006857 || Task Loss: 0.2460 || KD Loss: 0.0546|| 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: 4 days, 1:34:50 || Estimated Time: 1 day, 18:42:07
2023-07-31 15:18:16,388 semantic_segmentation INFO: Iters: 104350/150000 || Lr: 0.006856 || Task Loss: 0.2247 || KD Loss: 0.0561|| 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: 4 days, 1:35:23 || Estimated Time: 1 day, 18:41:32
2023-07-31 15:18:48,918 semantic_segmentation INFO: Iters: 104360/150000 || Lr: 0.006854 || Task Loss: 0.2407 || KD Loss: 0.0376|| 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: 4 days, 1:35:55 || Estimated Time: 1 day, 18:40:58
2023-07-31 15:19:21,725 semantic_segmentation INFO: Iters: 104370/150000 || Lr: 0.006853 || Task Loss: 0.1710 || KD Loss: 0.0561|| 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: 4 days, 1:36:28 || Estimated Time: 1 day, 18:40:24
2023-07-31 15:19:54,285 semantic_segmentation INFO: Iters: 104380/150000 || Lr: 0.006852 || Task Loss: 0.1952 || KD Loss: 0.0399|| 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: 4 days, 1:37:01 || Estimated Time: 1 day, 18:39:50
2023-07-31 15:20:26,613 semantic_segmentation INFO: Iters: 104390/150000 || Lr: 0.006850 || Task Loss: 0.1170 || KD Loss: 0.0246|| 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: 4 days, 1:37:33 || Estimated Time: 1 day, 18:39:16
2023-07-31 15:20:58,984 semantic_segmentation INFO: Iters: 104400/150000 || Lr: 0.006849 || Task Loss: 0.2042 || KD Loss: 0.0662|| 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: 4 days, 1:38:05 || Estimated Time: 1 day, 18:38:42
2023-07-31 15:21:31,264 semantic_segmentation INFO: Iters: 104410/150000 || Lr: 0.006848 || Task Loss: 0.2000 || KD Loss: 0.0407|| 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: 4 days, 1:38:38 || Estimated Time: 1 day, 18:38:07
2023-07-31 15:22:03,609 semantic_segmentation INFO: Iters: 104420/150000 || Lr: 0.006846 || Task Loss: 0.1206 || KD Loss: 0.0400|| 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: 4 days, 1:39:10 || Estimated Time: 1 day, 18:37:33
2023-07-31 15:22:35,853 semantic_segmentation INFO: Iters: 104430/150000 || Lr: 0.006845 || Task Loss: 0.2712 || KD Loss: 0.0593|| 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: 4 days, 1:39:42 || Estimated Time: 1 day, 18:36:59
2023-07-31 15:23:08,080 semantic_segmentation INFO: Iters: 104440/150000 || Lr: 0.006844 || Task Loss: 0.1247 || KD Loss: 0.0303|| 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: 4 days, 1:40:14 || Estimated Time: 1 day, 18:36:24
2023-07-31 15:23:40,374 semantic_segmentation INFO: Iters: 104450/150000 || Lr: 0.006842 || Task Loss: 0.1847 || KD Loss: 0.0507|| 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: 4 days, 1:40:47 || Estimated Time: 1 day, 18:35:50
2023-07-31 15:24:12,566 semantic_segmentation INFO: Iters: 104460/150000 || Lr: 0.006841 || Task Loss: 0.2590 || KD Loss: 0.0539|| 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: 4 days, 1:41:19 || Estimated Time: 1 day, 18:35:16
2023-07-31 15:24:44,788 semantic_segmentation INFO: Iters: 104470/150000 || Lr: 0.006839 || Task Loss: 0.1431 || KD Loss: 0.0591|| 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: 4 days, 1:41:51 || Estimated Time: 1 day, 18:34:42
2023-07-31 15:25:17,077 semantic_segmentation INFO: Iters: 104480/150000 || Lr: 0.006838 || Task Loss: 0.1608 || KD Loss: 0.0280|| 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: 4 days, 1:42:23 || Estimated Time: 1 day, 18:34:07
2023-07-31 15:25:49,305 semantic_segmentation INFO: Iters: 104490/150000 || Lr: 0.006837 || Task Loss: 0.1323 || KD Loss: 0.0344|| 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: 4 days, 1:42:56 || Estimated Time: 1 day, 18:33:33
2023-07-31 15:26:21,746 semantic_segmentation INFO: Iters: 104500/150000 || Lr: 0.006835 || Task Loss: 0.1686 || KD Loss: 0.0325|| 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 days, 1:43:28 || Estimated Time: 1 day, 18:32:59
2023-07-31 15:26:54,534 semantic_segmentation INFO: Iters: 104510/150000 || Lr: 0.006834 || Task Loss: 0.1507 || KD Loss: 0.0356|| 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: 4 days, 1:44:01 || Estimated Time: 1 day, 18:32:25
2023-07-31 15:27:27,023 semantic_segmentation INFO: Iters: 104520/150000 || Lr: 0.006833 || Task Loss: 0.1409 || KD Loss: 0.0344|| 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: 4 days, 1:44:33 || Estimated Time: 1 day, 18:31:51
2023-07-31 15:27:59,212 semantic_segmentation INFO: Iters: 104530/150000 || Lr: 0.006831 || Task Loss: 0.1621 || KD Loss: 0.0339|| 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: 4 days, 1:45:06 || Estimated Time: 1 day, 18:31:16
2023-07-31 15:28:31,503 semantic_segmentation INFO: Iters: 104540/150000 || Lr: 0.006830 || Task Loss: 0.1997 || KD Loss: 0.0432|| 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: 4 days, 1:45:38 || Estimated Time: 1 day, 18:30:42
2023-07-31 15:29:03,724 semantic_segmentation INFO: Iters: 104550/150000 || Lr: 0.006829 || Task Loss: 0.2145 || KD Loss: 0.0418|| 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: 4 days, 1:46:10 || Estimated Time: 1 day, 18:30:08
2023-07-31 15:29:35,915 semantic_segmentation INFO: Iters: 104560/150000 || Lr: 0.006827 || Task Loss: 0.1900 || KD Loss: 0.0388|| 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: 4 days, 1:46:42 || Estimated Time: 1 day, 18:29:33
2023-07-31 15:30:08,173 semantic_segmentation INFO: Iters: 104570/150000 || Lr: 0.006826 || Task Loss: 0.1367 || KD Loss: 0.0300|| 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: 4 days, 1:47:15 || Estimated Time: 1 day, 18:28:59
2023-07-31 15:30:40,529 semantic_segmentation INFO: Iters: 104580/150000 || Lr: 0.006825 || Task Loss: 0.1305 || KD Loss: 0.0263|| 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: 4 days, 1:47:47 || Estimated Time: 1 day, 18:28:25
2023-07-31 15:31:12,743 semantic_segmentation INFO: Iters: 104590/150000 || Lr: 0.006823 || Task Loss: 0.1965 || KD Loss: 0.0421|| 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: 4 days, 1:48:19 || Estimated Time: 1 day, 18:27:51
2023-07-31 15:31:44,989 semantic_segmentation INFO: Iters: 104600/150000 || Lr: 0.006822 || Task Loss: 0.2409 || KD Loss: 0.0514|| 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: 4 days, 1:48:51 || Estimated Time: 1 day, 18:27:16
2023-07-31 15:32:17,277 semantic_segmentation INFO: Iters: 104610/150000 || Lr: 0.006821 || Task Loss: 0.1903 || KD Loss: 0.0461|| 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: 4 days, 1:49:24 || Estimated Time: 1 day, 18:26:42
2023-07-31 15:32:49,580 semantic_segmentation INFO: Iters: 104620/150000 || Lr: 0.006819 || Task Loss: 0.1669 || KD Loss: 0.0330|| 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: 4 days, 1:49:56 || Estimated Time: 1 day, 18:26:08
2023-07-31 15:33:21,786 semantic_segmentation INFO: Iters: 104630/150000 || Lr: 0.006818 || Task Loss: 0.1604 || KD Loss: 0.0320|| 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: 4 days, 1:50:28 || Estimated Time: 1 day, 18:25:34
2023-07-31 15:33:54,380 semantic_segmentation INFO: Iters: 104640/150000 || Lr: 0.006817 || Task Loss: 0.1370 || KD Loss: 0.0391|| 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: 4 days, 1:51:01 || Estimated Time: 1 day, 18:24:59
2023-07-31 15:34:27,138 semantic_segmentation INFO: Iters: 104650/150000 || Lr: 0.006815 || Task Loss: 0.1851 || KD Loss: 0.0434|| 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: 4 days, 1:51:33 || Estimated Time: 1 day, 18:24:25
2023-07-31 15:34:59,595 semantic_segmentation INFO: Iters: 104660/150000 || Lr: 0.006814 || Task Loss: 0.1669 || KD Loss: 0.0284|| 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: 4 days, 1:52:06 || Estimated Time: 1 day, 18:23:51
2023-07-31 15:35:31,946 semantic_segmentation INFO: Iters: 104670/150000 || Lr: 0.006812 || Task Loss: 0.2221 || KD Loss: 0.0379|| 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: 4 days, 1:52:38 || Estimated Time: 1 day, 18:23:17
2023-07-31 15:36:04,263 semantic_segmentation INFO: Iters: 104680/150000 || Lr: 0.006811 || Task Loss: 0.1767 || KD Loss: 0.0266|| 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: 4 days, 1:53:11 || Estimated Time: 1 day, 18:22:43
2023-07-31 15:36:36,421 semantic_segmentation INFO: Iters: 104690/150000 || Lr: 0.006810 || Task Loss: 0.1761 || KD Loss: 0.0349|| 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: 4 days, 1:53:43 || Estimated Time: 1 day, 18:22:08
2023-07-31 15:37:08,809 semantic_segmentation INFO: Iters: 104700/150000 || Lr: 0.006808 || Task Loss: 0.1619 || KD Loss: 0.0317|| 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: 4 days, 1:54:15 || Estimated Time: 1 day, 18:21:34
2023-07-31 15:37:40,988 semantic_segmentation INFO: Iters: 104710/150000 || Lr: 0.006807 || Task Loss: 0.1474 || KD Loss: 0.0286|| 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: 4 days, 1:54:47 || Estimated Time: 1 day, 18:21:00
2023-07-31 15:38:13,355 semantic_segmentation INFO: Iters: 104720/150000 || Lr: 0.006806 || Task Loss: 0.1478 || KD Loss: 0.0336|| 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: 4 days, 1:55:20 || Estimated Time: 1 day, 18:20:26
2023-07-31 15:38:45,571 semantic_segmentation INFO: Iters: 104730/150000 || Lr: 0.006804 || Task Loss: 0.1237 || KD Loss: 0.0305|| 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: 4 days, 1:55:52 || Estimated Time: 1 day, 18:19:51
2023-07-31 15:39:17,838 semantic_segmentation INFO: Iters: 104740/150000 || Lr: 0.006803 || Task Loss: 0.2134 || KD Loss: 0.0425|| 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: 4 days, 1:56:24 || Estimated Time: 1 day, 18:19:17
2023-07-31 15:39:50,114 semantic_segmentation INFO: Iters: 104750/150000 || Lr: 0.006802 || Task Loss: 0.1779 || KD Loss: 0.0322|| 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: 4 days, 1:56:56 || Estimated Time: 1 day, 18:18:43
2023-07-31 15:40:22,304 semantic_segmentation INFO: Iters: 104760/150000 || Lr: 0.006800 || Task Loss: 0.1367 || KD Loss: 0.0377|| 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: 4 days, 1:57:29 || Estimated Time: 1 day, 18:18:09
2023-07-31 15:40:54,525 semantic_segmentation INFO: Iters: 104770/150000 || Lr: 0.006799 || Task Loss: 0.1500 || KD Loss: 0.0291|| 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: 4 days, 1:58:01 || Estimated Time: 1 day, 18:17:34
2023-07-31 15:41:27,115 semantic_segmentation INFO: Iters: 104780/150000 || Lr: 0.006798 || Task Loss: 0.1923 || KD Loss: 0.0356|| 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: 4 days, 1:58:33 || Estimated Time: 1 day, 18:17:00
2023-07-31 15:41:59,938 semantic_segmentation INFO: Iters: 104790/150000 || Lr: 0.006796 || Task Loss: 0.2130 || KD Loss: 0.0441|| 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: 4 days, 1:59:06 || Estimated Time: 1 day, 18:16:26
2023-07-31 15:42:32,415 semantic_segmentation INFO: Iters: 104800/150000 || Lr: 0.006795 || Task Loss: 0.1794 || KD Loss: 0.0400|| 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: 4 days, 1:59:39 || Estimated Time: 1 day, 18:15:52
2023-07-31 15:42:32,480 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 15:42:33,339 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.411
2023-07-31 15:42:33,466 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.505
2023-07-31 15:42:33,576 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.515
2023-07-31 15:42:33,682 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.538
2023-07-31 15:42:33,791 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.532
2023-07-31 15:42:33,896 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.538
2023-07-31 15:42:34,006 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.975, mIoU: 0.578
2023-07-31 15:42:34,119 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.974, mIoU: 0.627
2023-07-31 15:42:34,233 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.671
2023-07-31 15:42:34,344 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.721
2023-07-31 15:42:34,453 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.732
2023-07-31 15:42:34,563 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.754
2023-07-31 15:42:34,669 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.753
2023-07-31 15:42:34,773 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.738
2023-07-31 15:42:34,878 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.740
2023-07-31 15:42:34,984 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.731
2023-07-31 15:42:35,092 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.732
2023-07-31 15:42:35,204 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.732
2023-07-31 15:42:35,314 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.738
2023-07-31 15:42:35,423 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.745
2023-07-31 15:42:35,533 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.744
2023-07-31 15:42:35,643 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.953, mIoU: 0.732
2023-07-31 15:42:35,755 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-31 15:42:35,870 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 15:42:35,979 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.751
2023-07-31 15:42:36,084 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.751
2023-07-31 15:42:36,190 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 15:42:36,294 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 15:42:36,400 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-31 15:42:36,504 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 15:42:36,610 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 15:42:36,715 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-31 15:42:36,825 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 15:42:36,928 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 15:42:37,034 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 15:42:37,145 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 15:42:37,255 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-31 15:42:37,365 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-31 15:42:37,475 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.728
2023-07-31 15:42:37,584 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.729
2023-07-31 15:42:37,694 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.949, mIoU: 0.728
2023-07-31 15:42:37,809 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.728
2023-07-31 15:42:37,920 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-31 15:42:38,027 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.729
2023-07-31 15:42:38,134 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-31 15:42:38,238 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.951, mIoU: 0.728
2023-07-31 15:42:38,342 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.728
2023-07-31 15:42:38,445 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.727
2023-07-31 15:42:38,550 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.952, mIoU: 0.729
2023-07-31 15:42:38,652 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-31 15:42:38,757 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.732
2023-07-31 15:42:38,864 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.737
2023-07-31 15:42:38,967 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.739
2023-07-31 15:42:39,071 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-31 15:42:39,179 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-31 15:42:39,292 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 15:42:39,402 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 15:42:39,510 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.951, mIoU: 0.745
2023-07-31 15:42:39,617 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.950, mIoU: 0.745
2023-07-31 15:42:39,724 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 15:42:39,834 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.950, mIoU: 0.746
2023-07-31 15:42:39,946 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.950, mIoU: 0.747
2023-07-31 15:42:40,054 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.949, mIoU: 0.746
2023-07-31 15:42:40,164 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.949, mIoU: 0.748
2023-07-31 15:42:40,275 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.950, mIoU: 0.751
2023-07-31 15:42:40,386 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.949, mIoU: 0.752
2023-07-31 15:42:40,489 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.948, mIoU: 0.751
2023-07-31 15:42:40,594 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.752
2023-07-31 15:42:40,697 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.750
2023-07-31 15:42:40,801 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.948, mIoU: 0.750
2023-07-31 15:42:40,906 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.949, mIoU: 0.750
2023-07-31 15:42:41,010 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.949, mIoU: 0.750
2023-07-31 15:42:41,116 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.749
2023-07-31 15:42:41,220 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.749
2023-07-31 15:42:41,323 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.949, mIoU: 0.749
2023-07-31 15:42:41,431 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.948, mIoU: 0.749
2023-07-31 15:42:41,541 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.949, mIoU: 0.749
2023-07-31 15:42:41,649 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.748
2023-07-31 15:42:41,758 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.949, mIoU: 0.748
2023-07-31 15:42:41,867 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.949, mIoU: 0.750
2023-07-31 15:42:41,979 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.948, mIoU: 0.751
2023-07-31 15:42:42,089 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.949, mIoU: 0.750
2023-07-31 15:42:42,196 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.948, mIoU: 0.750
2023-07-31 15:42:42,302 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.948, mIoU: 0.748
2023-07-31 15:42:42,409 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.945, mIoU: 0.743
2023-07-31 15:42:42,517 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.945, mIoU: 0.744
2023-07-31 15:42:42,637 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.945, mIoU: 0.743
2023-07-31 15:42:42,750 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.945, mIoU: 0.743
2023-07-31 15:42:42,859 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.945, mIoU: 0.743
2023-07-31 15:42:42,966 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-31 15:42:43,074 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.946, mIoU: 0.743
2023-07-31 15:42:43,185 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-31 15:42:43,294 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-31 15:42:43,401 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-31 15:42:43,511 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.947, mIoU: 0.754
2023-07-31 15:42:43,620 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-31 15:42:43,730 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-31 15:42:43,837 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-31 15:42:43,947 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.946, mIoU: 0.753
2023-07-31 15:42:44,057 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.946, mIoU: 0.754
2023-07-31 15:42:44,168 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-31 15:42:44,279 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-31 15:42:44,384 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.943, mIoU: 0.751
2023-07-31 15:42:44,490 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-31 15:42:44,594 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-31 15:42:44,696 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-31 15:42:44,799 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-31 15:42:44,905 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-31 15:42:45,012 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-31 15:42:45,116 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-31 15:42:45,221 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.944, mIoU: 0.753
2023-07-31 15:42:45,327 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-31 15:42:45,440 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-31 15:42:45,547 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-31 15:42:45,654 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-31 15:42:45,764 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-31 15:42:45,875 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-31 15:42:45,985 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-31 15:42:46,092 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-31 15:42:46,202 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-31 15:42:46,312 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-31 15:42:46,424 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-31 15:42:46,535 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.944, mIoU: 0.751
2023-07-31 15:42:46,642 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-31 15:42:46,747 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.944, mIoU: 0.752
2023-07-31 15:42:46,849 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-31 15:42:46,952 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.944, mIoU: 0.757
2023-07-31 15:42:47,057 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.945, mIoU: 0.757
2023-07-31 15:42:47,159 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-31 15:42:47,264 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-31 15:42:47,368 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-31 15:42:47,477 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-31 15:42:47,585 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-31 15:42:47,696 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.945, mIoU: 0.755
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2023-07-31 15:43:08,477 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.947, mIoU: 0.732
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2023-07-31 15:43:08,712 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-31 15:43:08,826 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-31 15:43:08,943 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-31 15:43:09,060 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-31 15:43:09,173 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-31 15:43:09,287 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-31 15:43:09,401 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-31 15:43:09,514 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-31 15:43:09,629 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-31 15:43:09,741 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.947, mIoU: 0.734
2023-07-31 15:43:09,855 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.947, mIoU: 0.734
2023-07-31 15:43:09,966 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.947, mIoU: 0.734
2023-07-31 15:43:10,080 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 15:43:10,188 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 15:43:10,297 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 15:43:10,408 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 15:43:10,522 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 15:43:10,636 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 15:43:10,748 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-31 15:43:10,858 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-31 15:43:10,968 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-31 15:43:11,078 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-31 15:43:11,189 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-31 15:43:11,303 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-31 15:43:11,420 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-31 15:43:11,533 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-31 15:43:11,643 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-31 15:43:11,751 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-31 15:43:11,859 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-31 15:43:11,970 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-31 15:43:12,083 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-31 15:43:12,194 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-31 15:43:12,301 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-31 15:43:12,411 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-31 15:43:12,521 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-31 15:43:12,630 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-31 15:43:12,740 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-31 15:43:12,846 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-31 15:43:12,951 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-31 15:43:13,054 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-31 15:43:13,158 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-31 15:43:13,263 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-31 15:43:13,367 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-31 15:43:13,472 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-31 15:43:13,578 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-31 15:43:13,684 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.950, mIoU: 0.738
2023-07-31 15:43:13,790 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.950, mIoU: 0.738
2023-07-31 15:43:13,892 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.950, mIoU: 0.738
2023-07-31 15:43:13,996 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.950, mIoU: 0.738
2023-07-31 15:43:14,100 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.950, mIoU: 0.738
2023-07-31 15:43:14,204 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.950, mIoU: 0.738
2023-07-31 15:43:14,309 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.950, mIoU: 0.738
2023-07-31 15:43:14,420 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 15:43:14,530 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 15:43:14,639 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 15:43:14,750 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 15:43:14,862 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 15:43:14,975 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 15:43:15,087 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 15:43:15,198 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 15:43:15,306 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 15:43:15,416 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 15:43:15,520 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 15:43:15,623 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 15:43:15,727 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 15:43:15,832 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 15:43:15,939 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 15:43:16,049 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 15:43:16,165 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 15:43:16,272 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 15:43:16,378 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 15:43:16,497 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 15:43:16,609 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 15:43:16,720 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 15:43:16,831 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 15:43:16,941 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 15:43:17,051 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 15:43:17,157 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 15:43:17,261 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 15:43:17,366 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 15:43:17,472 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 15:43:17,577 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 15:43:17,683 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 15:43:17,790 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 15:43:17,902 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 15:43:18,022 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 15:43:18,130 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 15:43:18,238 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.952, mIoU: 0.742
2023-07-31 15:43:18,347 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.952, mIoU: 0.742
2023-07-31 15:43:18,456 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.952, mIoU: 0.742
2023-07-31 15:43:18,562 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.952, mIoU: 0.742
2023-07-31 15:43:18,674 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.952, mIoU: 0.742
2023-07-31 15:43:18,781 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.952, mIoU: 0.742
2023-07-31 15:43:18,889 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.952, mIoU: 0.742
2023-07-31 15:43:18,994 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.952, mIoU: 0.742
2023-07-31 15:43:19,101 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.952, mIoU: 0.742
2023-07-31 15:43:19,212 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.952, mIoU: 0.742
2023-07-31 15:43:19,316 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.952, mIoU: 0.742
2023-07-31 15:43:19,422 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.952, mIoU: 0.743
2023-07-31 15:43:19,530 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.952, mIoU: 0.743
2023-07-31 15:43:19,636 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.952, mIoU: 0.742
2023-07-31 15:43:19,748 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.952, mIoU: 0.742
2023-07-31 15:43:19,865 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.952, mIoU: 0.742
2023-07-31 15:43:19,972 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.952, mIoU: 0.742
2023-07-31 15:43:20,079 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.952, mIoU: 0.742
2023-07-31 15:43:20,191 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-31 15:43:20,298 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-31 15:43:20,408 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 15:43:20,518 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 15:43:20,623 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 15:43:20,731 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 15:43:20,838 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 15:43:20,943 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 15:43:21,048 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 15:43:21,157 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 15:43:21,270 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 15:43:21,374 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 15:43:21,481 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 15:43:21,591 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 15:43:21,706 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 15:43:21,815 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 15:43:21,923 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 15:43:22,037 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 15:43:22,150 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 15:43:22,263 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 15:43:22,376 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 15:43:22,483 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 15:43:22,593 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 15:43:22,699 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 15:43:22,810 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 15:43:22,922 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 15:43:23,029 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 15:43:23,139 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 15:43:23,249 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 15:43:23,358 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 15:43:23,469 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 15:43:23,580 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 15:43:23,692 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 15:43:23,804 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 15:43:23,912 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 15:43:24,022 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 15:43:24,126 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 15:43:24,229 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 15:43:24,334 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 15:43:24,438 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 15:43:24,545 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 15:43:24,649 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 15:43:24,759 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 15:43:24,872 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 15:43:24,989 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 15:43:25,098 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 15:43:25,207 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 15:43:25,313 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 15:43:25,419 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 15:43:25,524 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 15:43:25,634 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 15:43:25,737 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 15:43:25,840 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 15:43:25,948 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 15:43:26,053 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 15:43:26,156 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 15:43:26,260 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 15:43:26,363 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 15:43:26,467 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 15:43:26,571 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 15:43:26,674 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 15:43:26,778 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 15:43:26,882 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 15:43:26,985 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 15:43:27,090 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 15:43:27,193 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 15:43:27,295 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 15:43:59,972 semantic_segmentation INFO: Iters: 104810/150000 || Lr: 0.006794 || Task Loss: 0.2421 || KD Loss: 0.0630|| 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: 4 days, 2:01:06 || Estimated Time: 1 day, 18:15:41
2023-07-31 15:44:32,135 semantic_segmentation INFO: Iters: 104820/150000 || Lr: 0.006792 || Task Loss: 0.2399 || KD Loss: 0.0531|| 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: 4 days, 2:01:38 || Estimated Time: 1 day, 18:15:07
2023-07-31 15:45:04,399 semantic_segmentation INFO: Iters: 104830/150000 || Lr: 0.006791 || Task Loss: 0.2318 || KD Loss: 0.0472|| 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: 4 days, 2:02:11 || Estimated Time: 1 day, 18:14:33
2023-07-31 15:45:36,571 semantic_segmentation INFO: Iters: 104840/150000 || Lr: 0.006789 || Task Loss: 0.1789 || KD Loss: 0.0574|| 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 days, 2:02:43 || Estimated Time: 1 day, 18:13:59
2023-07-31 15:46:08,849 semantic_segmentation INFO: Iters: 104850/150000 || Lr: 0.006788 || Task Loss: 0.1502 || KD Loss: 0.0373|| 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: 4 days, 2:03:15 || Estimated Time: 1 day, 18:13:24
2023-07-31 15:46:41,045 semantic_segmentation INFO: Iters: 104860/150000 || Lr: 0.006787 || Task Loss: 0.1735 || KD Loss: 0.0421|| 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: 4 days, 2:03:47 || Estimated Time: 1 day, 18:12:50
2023-07-31 15:47:13,216 semantic_segmentation INFO: Iters: 104870/150000 || Lr: 0.006785 || Task Loss: 0.1994 || KD Loss: 0.0666|| 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: 4 days, 2:04:20 || Estimated Time: 1 day, 18:12:16
2023-07-31 15:47:45,480 semantic_segmentation INFO: Iters: 104880/150000 || Lr: 0.006784 || Task Loss: 0.1982 || KD Loss: 0.0360|| 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: 4 days, 2:04:52 || Estimated Time: 1 day, 18:11:41
2023-07-31 15:48:17,592 semantic_segmentation INFO: Iters: 104890/150000 || Lr: 0.006783 || Task Loss: 0.1507 || KD Loss: 0.0286|| 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: 4 days, 2:05:24 || Estimated Time: 1 day, 18:11:07
2023-07-31 15:48:50,090 semantic_segmentation INFO: Iters: 104900/150000 || Lr: 0.006781 || Task Loss: 0.1888 || KD Loss: 0.0440|| 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: 4 days, 2:05:56 || Estimated Time: 1 day, 18:10:33
2023-07-31 15:49:22,899 semantic_segmentation INFO: Iters: 104910/150000 || Lr: 0.006780 || Task Loss: 0.2344 || KD Loss: 0.0713|| 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: 4 days, 2:06:29 || Estimated Time: 1 day, 18:09:59
2023-07-31 15:49:55,384 semantic_segmentation INFO: Iters: 104920/150000 || Lr: 0.006779 || Task Loss: 0.2057 || KD Loss: 0.0416|| 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: 4 days, 2:07:02 || Estimated Time: 1 day, 18:09:25
2023-07-31 15:50:27,673 semantic_segmentation INFO: Iters: 104930/150000 || Lr: 0.006777 || Task Loss: 0.2113 || KD Loss: 0.0750|| 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: 4 days, 2:07:34 || Estimated Time: 1 day, 18:08:50
2023-07-31 15:51:00,028 semantic_segmentation INFO: Iters: 104940/150000 || Lr: 0.006776 || Task Loss: 0.1756 || KD Loss: 0.0358|| 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: 4 days, 2:08:06 || Estimated Time: 1 day, 18:08:16
2023-07-31 15:51:32,234 semantic_segmentation INFO: Iters: 104950/150000 || Lr: 0.006775 || Task Loss: 0.2251 || KD Loss: 0.0664|| 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: 4 days, 2:08:39 || Estimated Time: 1 day, 18:07:42
2023-07-31 15:52:04,493 semantic_segmentation INFO: Iters: 104960/150000 || Lr: 0.006773 || Task Loss: 0.2010 || KD Loss: 0.0608|| 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: 4 days, 2:09:11 || Estimated Time: 1 day, 18:07:08
2023-07-31 15:52:36,755 semantic_segmentation INFO: Iters: 104970/150000 || Lr: 0.006772 || Task Loss: 0.1464 || KD Loss: 0.0450|| 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: 4 days, 2:09:43 || Estimated Time: 1 day, 18:06:33
2023-07-31 15:53:08,994 semantic_segmentation INFO: Iters: 104980/150000 || Lr: 0.006771 || Task Loss: 0.1493 || KD Loss: 0.0398|| 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: 4 days, 2:10:15 || Estimated Time: 1 day, 18:05:59
2023-07-31 15:53:41,350 semantic_segmentation INFO: Iters: 104990/150000 || Lr: 0.006769 || Task Loss: 0.1336 || KD Loss: 0.0283|| 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: 4 days, 2:10:48 || Estimated Time: 1 day, 18:05:25
2023-07-31 15:54:13,617 semantic_segmentation INFO: Iters: 105000/150000 || Lr: 0.006768 || Task Loss: 0.2356 || KD Loss: 0.0501|| 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: 4 days, 2:11:20 || Estimated Time: 1 day, 18:04:51
2023-07-31 15:54:45,868 semantic_segmentation INFO: Iters: 105010/150000 || Lr: 0.006766 || Task Loss: 0.1405 || KD Loss: 0.0319|| 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: 4 days, 2:11:52 || Estimated Time: 1 day, 18:04:16
2023-07-31 15:55:18,126 semantic_segmentation INFO: Iters: 105020/150000 || Lr: 0.006765 || Task Loss: 0.1238 || KD Loss: 0.0297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4 days, 2:12:24 || Estimated Time: 1 day, 18:03:42
2023-07-31 15:55:50,341 semantic_segmentation INFO: Iters: 105030/150000 || Lr: 0.006764 || Task Loss: 0.1570 || KD Loss: 0.0548|| 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: 4 days, 2:12:57 || Estimated Time: 1 day, 18:03:08
2023-07-31 15:56:22,837 semantic_segmentation INFO: Iters: 105040/150000 || Lr: 0.006762 || Task Loss: 0.1800 || KD Loss: 0.0340|| 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: 4 days, 2:13:29 || Estimated Time: 1 day, 18:02:34
2023-07-31 15:56:55,668 semantic_segmentation INFO: Iters: 105050/150000 || Lr: 0.006761 || Task Loss: 0.1610 || KD Loss: 0.0311|| 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: 4 days, 2:14:02 || Estimated Time: 1 day, 18:02:00
2023-07-31 15:57:28,269 semantic_segmentation INFO: Iters: 105060/150000 || Lr: 0.006760 || Task Loss: 0.2286 || KD Loss: 0.0813|| 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: 4 days, 2:14:35 || Estimated Time: 1 day, 18:01:26
2023-07-31 15:58:00,596 semantic_segmentation INFO: Iters: 105070/150000 || Lr: 0.006758 || Task Loss: 0.1623 || KD Loss: 0.0412|| 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: 4 days, 2:15:07 || Estimated Time: 1 day, 18:00:51
2023-07-31 15:58:32,872 semantic_segmentation INFO: Iters: 105080/150000 || Lr: 0.006757 || Task Loss: 0.1300 || KD Loss: 0.0294|| 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: 4 days, 2:15:39 || Estimated Time: 1 day, 18:00:17
2023-07-31 15:59:05,040 semantic_segmentation INFO: Iters: 105090/150000 || Lr: 0.006756 || Task Loss: 0.2485 || KD Loss: 0.0537|| 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: 4 days, 2:16:11 || Estimated Time: 1 day, 17:59:43
2023-07-31 15:59:37,290 semantic_segmentation INFO: Iters: 105100/150000 || Lr: 0.006754 || Task Loss: 0.1767 || KD Loss: 0.0404|| 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 days, 2:16:44 || Estimated Time: 1 day, 17:59:08
2023-07-31 16:00:09,538 semantic_segmentation INFO: Iters: 105110/150000 || Lr: 0.006753 || Task Loss: 0.1521 || KD Loss: 0.0330|| 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: 4 days, 2:17:16 || Estimated Time: 1 day, 17:58:34
2023-07-31 16:00:41,744 semantic_segmentation INFO: Iters: 105120/150000 || Lr: 0.006752 || Task Loss: 0.1553 || KD Loss: 0.0418|| 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: 4 days, 2:17:48 || Estimated Time: 1 day, 17:58:00
2023-07-31 16:01:14,031 semantic_segmentation INFO: Iters: 105130/150000 || Lr: 0.006750 || Task Loss: 0.2315 || KD Loss: 0.0392|| 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: 4 days, 2:18:20 || Estimated Time: 1 day, 17:57:26
2023-07-31 16:01:46,113 semantic_segmentation INFO: Iters: 105140/150000 || Lr: 0.006749 || Task Loss: 0.1135 || KD Loss: 0.0285|| 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: 4 days, 2:18:52 || Estimated Time: 1 day, 17:56:51
2023-07-31 16:02:18,231 semantic_segmentation INFO: Iters: 105150/150000 || Lr: 0.006747 || Task Loss: 0.1738 || KD Loss: 0.0512|| 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: 4 days, 2:19:25 || Estimated Time: 1 day, 17:56:17
2023-07-31 16:02:50,415 semantic_segmentation INFO: Iters: 105160/150000 || Lr: 0.006746 || Task Loss: 0.1470 || KD Loss: 0.0364|| 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: 4 days, 2:19:57 || Estimated Time: 1 day, 17:55:43
2023-07-31 16:03:22,671 semantic_segmentation INFO: Iters: 105170/150000 || Lr: 0.006745 || Task Loss: 0.2496 || KD Loss: 0.0680|| 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 days, 2:20:29 || Estimated Time: 1 day, 17:55:08
2023-07-31 16:03:55,050 semantic_segmentation INFO: Iters: 105180/150000 || Lr: 0.006743 || Task Loss: 0.1820 || KD Loss: 0.0498|| 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: 4 days, 2:21:01 || Estimated Time: 1 day, 17:54:34
2023-07-31 16:04:27,798 semantic_segmentation INFO: Iters: 105190/150000 || Lr: 0.006742 || Task Loss: 0.1420 || KD Loss: 0.0286|| 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: 4 days, 2:21:34 || Estimated Time: 1 day, 17:54:00
2023-07-31 16:05:00,235 semantic_segmentation INFO: Iters: 105200/150000 || Lr: 0.006741 || Task Loss: 0.1628 || KD Loss: 0.0307|| 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: 4 days, 2:22:07 || Estimated Time: 1 day, 17:53:26
2023-07-31 16:05:32,320 semantic_segmentation INFO: Iters: 105210/150000 || Lr: 0.006739 || Task Loss: 0.1263 || KD Loss: 0.0272|| 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: 4 days, 2:22:39 || Estimated Time: 1 day, 17:52:52
2023-07-31 16:06:04,454 semantic_segmentation INFO: Iters: 105220/150000 || Lr: 0.006738 || Task Loss: 0.1645 || KD Loss: 0.0371|| 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: 4 days, 2:23:11 || Estimated Time: 1 day, 17:52:17
2023-07-31 16:06:36,664 semantic_segmentation INFO: Iters: 105230/150000 || Lr: 0.006737 || Task Loss: 0.1541 || KD Loss: 0.0339|| 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: 4 days, 2:23:43 || Estimated Time: 1 day, 17:51:43
2023-07-31 16:07:08,850 semantic_segmentation INFO: Iters: 105240/150000 || Lr: 0.006735 || Task Loss: 0.1516 || KD Loss: 0.0351|| 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: 4 days, 2:24:15 || Estimated Time: 1 day, 17:51:09
2023-07-31 16:07:41,105 semantic_segmentation INFO: Iters: 105250/150000 || Lr: 0.006734 || Task Loss: 0.1131 || KD Loss: 0.0270|| 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: 4 days, 2:24:47 || Estimated Time: 1 day, 17:50:35
2023-07-31 16:08:13,275 semantic_segmentation INFO: Iters: 105260/150000 || Lr: 0.006733 || Task Loss: 0.2343 || KD Loss: 0.0687|| 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: 4 days, 2:25:20 || Estimated Time: 1 day, 17:50:00
2023-07-31 16:08:45,533 semantic_segmentation INFO: Iters: 105270/150000 || Lr: 0.006731 || Task Loss: 0.1970 || KD Loss: 0.0820|| 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: 4 days, 2:25:52 || Estimated Time: 1 day, 17:49:26
2023-07-31 16:09:17,673 semantic_segmentation INFO: Iters: 105280/150000 || Lr: 0.006730 || Task Loss: 0.1621 || KD Loss: 0.0445|| 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: 4 days, 2:26:24 || Estimated Time: 1 day, 17:48:52
2023-07-31 16:09:49,825 semantic_segmentation INFO: Iters: 105290/150000 || Lr: 0.006729 || Task Loss: 0.1758 || KD Loss: 0.0414|| 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: 4 days, 2:26:56 || Estimated Time: 1 day, 17:48:17
2023-07-31 16:10:21,985 semantic_segmentation INFO: Iters: 105300/150000 || Lr: 0.006727 || Task Loss: 0.1894 || KD Loss: 0.0811|| 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: 4 days, 2:27:28 || Estimated Time: 1 day, 17:47:43
2023-07-31 16:10:54,171 semantic_segmentation INFO: Iters: 105310/150000 || Lr: 0.006726 || Task Loss: 0.2156 || KD Loss: 0.0421|| 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: 4 days, 2:28:01 || Estimated Time: 1 day, 17:47:09
2023-07-31 16:11:26,668 semantic_segmentation INFO: Iters: 105320/150000 || Lr: 0.006724 || Task Loss: 0.1932 || KD Loss: 0.0397|| 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: 4 days, 2:28:33 || Estimated Time: 1 day, 17:46:35
2023-07-31 16:11:59,475 semantic_segmentation INFO: Iters: 105330/150000 || Lr: 0.006723 || Task Loss: 0.1567 || KD Loss: 0.0519|| 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: 4 days, 2:29:06 || Estimated Time: 1 day, 17:46:01
2023-07-31 16:12:31,899 semantic_segmentation INFO: Iters: 105340/150000 || Lr: 0.006722 || Task Loss: 0.1873 || KD Loss: 0.0471|| 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: 4 days, 2:29:38 || Estimated Time: 1 day, 17:45:26
2023-07-31 16:13:04,055 semantic_segmentation INFO: Iters: 105350/150000 || Lr: 0.006720 || Task Loss: 0.2457 || KD Loss: 0.0476|| 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 days, 2:30:10 || Estimated Time: 1 day, 17:44:52
2023-07-31 16:13:36,203 semantic_segmentation INFO: Iters: 105360/150000 || Lr: 0.006719 || Task Loss: 0.2713 || KD Loss: 0.0547|| 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: 4 days, 2:30:43 || Estimated Time: 1 day, 17:44:18
2023-07-31 16:14:08,465 semantic_segmentation INFO: Iters: 105370/150000 || Lr: 0.006718 || Task Loss: 0.1817 || KD Loss: 0.0326|| 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: 4 days, 2:31:15 || Estimated Time: 1 day, 17:43:44
2023-07-31 16:14:40,687 semantic_segmentation INFO: Iters: 105380/150000 || Lr: 0.006716 || Task Loss: 0.1585 || KD Loss: 0.0475|| 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: 4 days, 2:31:47 || Estimated Time: 1 day, 17:43:09
2023-07-31 16:15:12,894 semantic_segmentation INFO: Iters: 105390/150000 || Lr: 0.006715 || Task Loss: 0.1548 || KD Loss: 0.0332|| 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: 4 days, 2:32:19 || Estimated Time: 1 day, 17:42:35
2023-07-31 16:15:45,285 semantic_segmentation INFO: Iters: 105400/150000 || Lr: 0.006714 || Task Loss: 0.1524 || KD Loss: 0.0322|| 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: 4 days, 2:32:52 || Estimated Time: 1 day, 17:42:01
2023-07-31 16:16:17,604 semantic_segmentation INFO: Iters: 105410/150000 || Lr: 0.006712 || Task Loss: 0.1367 || KD Loss: 0.0371|| 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: 4 days, 2:33:24 || Estimated Time: 1 day, 17:41:27
2023-07-31 16:16:49,953 semantic_segmentation INFO: Iters: 105420/150000 || Lr: 0.006711 || Task Loss: 0.1622 || KD Loss: 0.0301|| 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: 4 days, 2:33:56 || Estimated Time: 1 day, 17:40:52
2023-07-31 16:17:22,126 semantic_segmentation INFO: Iters: 105430/150000 || Lr: 0.006710 || Task Loss: 0.2213 || KD Loss: 0.0708|| 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: 4 days, 2:34:28 || Estimated Time: 1 day, 17:40:18
2023-07-31 16:17:54,466 semantic_segmentation INFO: Iters: 105440/150000 || Lr: 0.006708 || Task Loss: 0.1908 || KD Loss: 0.0303|| 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: 4 days, 2:35:01 || Estimated Time: 1 day, 17:39:44
2023-07-31 16:18:26,681 semantic_segmentation INFO: Iters: 105450/150000 || Lr: 0.006707 || Task Loss: 0.1959 || KD Loss: 0.0422|| 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: 4 days, 2:35:33 || Estimated Time: 1 day, 17:39:10
2023-07-31 16:18:59,278 semantic_segmentation INFO: Iters: 105460/150000 || Lr: 0.006706 || Task Loss: 0.1913 || KD Loss: 0.0558|| 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: 4 days, 2:36:06 || Estimated Time: 1 day, 17:38:35
2023-07-31 16:19:32,062 semantic_segmentation INFO: Iters: 105470/150000 || Lr: 0.006704 || Task Loss: 0.1796 || KD Loss: 0.0417|| 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: 4 days, 2:36:38 || Estimated Time: 1 day, 17:38:01
2023-07-31 16:20:04,542 semantic_segmentation INFO: Iters: 105480/150000 || Lr: 0.006703 || Task Loss: 0.1962 || KD Loss: 0.0554|| 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: 4 days, 2:37:11 || Estimated Time: 1 day, 17:37:27
2023-07-31 16:20:36,859 semantic_segmentation INFO: Iters: 105490/150000 || Lr: 0.006701 || Task Loss: 0.1335 || KD Loss: 0.0354|| 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: 4 days, 2:37:43 || Estimated Time: 1 day, 17:36:53
2023-07-31 16:21:09,189 semantic_segmentation INFO: Iters: 105500/150000 || Lr: 0.006700 || Task Loss: 0.1361 || KD Loss: 0.0333|| 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: 4 days, 2:38:16 || Estimated Time: 1 day, 17:36:19
2023-07-31 16:21:41,401 semantic_segmentation INFO: Iters: 105510/150000 || Lr: 0.006699 || Task Loss: 0.1311 || KD Loss: 0.0357|| 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: 4 days, 2:38:48 || Estimated Time: 1 day, 17:35:45
2023-07-31 16:22:13,630 semantic_segmentation INFO: Iters: 105520/150000 || Lr: 0.006697 || Task Loss: 0.2296 || KD Loss: 0.0413|| 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: 4 days, 2:39:20 || Estimated Time: 1 day, 17:35:10
2023-07-31 16:22:45,929 semantic_segmentation INFO: Iters: 105530/150000 || Lr: 0.006696 || Task Loss: 0.2016 || KD Loss: 0.0417|| 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: 4 days, 2:39:52 || Estimated Time: 1 day, 17:34:36
2023-07-31 16:23:18,283 semantic_segmentation INFO: Iters: 105540/150000 || Lr: 0.006695 || Task Loss: 0.1236 || KD Loss: 0.0360|| 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: 4 days, 2:40:25 || Estimated Time: 1 day, 17:34:02
2023-07-31 16:23:50,679 semantic_segmentation INFO: Iters: 105550/150000 || Lr: 0.006693 || Task Loss: 0.1653 || KD Loss: 0.0431|| 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: 4 days, 2:40:57 || Estimated Time: 1 day, 17:33:28
2023-07-31 16:24:22,969 semantic_segmentation INFO: Iters: 105560/150000 || Lr: 0.006692 || Task Loss: 0.1206 || KD Loss: 0.0210|| 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: 4 days, 2:41:29 || Estimated Time: 1 day, 17:32:53
2023-07-31 16:24:55,192 semantic_segmentation INFO: Iters: 105570/150000 || Lr: 0.006691 || Task Loss: 0.1449 || KD Loss: 0.0504|| 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: 4 days, 2:42:02 || Estimated Time: 1 day, 17:32:19
2023-07-31 16:25:27,467 semantic_segmentation INFO: Iters: 105580/150000 || Lr: 0.006689 || Task Loss: 0.2329 || KD Loss: 0.0508|| 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: 4 days, 2:42:34 || Estimated Time: 1 day, 17:31:45
2023-07-31 16:25:59,745 semantic_segmentation INFO: Iters: 105590/150000 || Lr: 0.006688 || Task Loss: 0.2039 || KD Loss: 0.0445|| 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: 4 days, 2:43:06 || Estimated Time: 1 day, 17:31:11
2023-07-31 16:26:32,303 semantic_segmentation INFO: Iters: 105600/150000 || Lr: 0.006687 || Task Loss: 0.1553 || KD Loss: 0.0319|| 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: 4 days, 2:43:39 || Estimated Time: 1 day, 17:30:37
2023-07-31 16:26:32,366 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 16:26:34,960 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.414
2023-07-31 16:26:35,325 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.514
2023-07-31 16:26:35,455 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.524
2023-07-31 16:26:35,560 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.542
2023-07-31 16:26:35,670 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.538
2023-07-31 16:26:35,775 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.539
2023-07-31 16:26:35,880 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.555
2023-07-31 16:26:36,001 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.604
2023-07-31 16:26:36,105 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.655
2023-07-31 16:26:36,213 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.706
2023-07-31 16:26:36,322 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.970, mIoU: 0.711
2023-07-31 16:26:36,439 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.742
2023-07-31 16:26:36,544 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.742
2023-07-31 16:26:36,649 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.724
2023-07-31 16:26:36,755 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.723
2023-07-31 16:26:36,862 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.711
2023-07-31 16:26:36,979 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.712
2023-07-31 16:26:37,086 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.708
2023-07-31 16:26:37,198 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.718
2023-07-31 16:26:37,304 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.724
2023-07-31 16:26:37,411 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.724
2023-07-31 16:26:37,519 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.704
2023-07-31 16:26:37,622 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.703
2023-07-31 16:26:37,731 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.712
2023-07-31 16:26:37,834 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.731
2023-07-31 16:26:37,941 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.732
2023-07-31 16:26:38,055 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.717
2023-07-31 16:26:38,162 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.711
2023-07-31 16:26:38,268 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.718
2023-07-31 16:26:38,375 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.729
2023-07-31 16:26:38,492 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.729
2023-07-31 16:26:38,595 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.947, mIoU: 0.726
2023-07-31 16:26:38,700 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.727
2023-07-31 16:26:38,814 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.727
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2023-07-31 16:26:39,363 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.717
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2023-07-31 16:26:39,890 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.719
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2023-07-31 16:26:41,101 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.730
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2023-07-31 16:27:21,416 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 16:27:21,527 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 16:27:21,638 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 16:27:21,752 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 16:27:21,861 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 16:27:21,969 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 16:27:22,074 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 16:27:22,181 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 16:27:22,286 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 16:27:22,391 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 16:27:22,500 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 16:27:22,610 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 16:27:22,729 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 16:27:22,840 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 16:27:22,951 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 16:27:23,059 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 16:27:23,172 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 16:27:23,279 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 16:27:23,388 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 16:27:23,495 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 16:27:23,599 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 16:27:23,708 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 16:27:23,815 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 16:27:23,923 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 16:27:24,028 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 16:27:24,136 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 16:27:24,244 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 16:27:24,353 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 16:27:24,464 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 16:27:24,582 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 16:27:24,694 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 16:27:24,808 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 16:27:24,918 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.954, mIoU: 0.750
2023-07-31 16:27:25,027 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.954, mIoU: 0.750
2023-07-31 16:27:25,135 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.954, mIoU: 0.750
2023-07-31 16:27:25,240 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.954, mIoU: 0.750
2023-07-31 16:27:25,349 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.954, mIoU: 0.751
2023-07-31 16:27:25,455 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.954, mIoU: 0.751
2023-07-31 16:27:25,560 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.954, mIoU: 0.751
2023-07-31 16:27:25,668 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.954, mIoU: 0.751
2023-07-31 16:27:25,779 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.954, mIoU: 0.751
2023-07-31 16:27:25,892 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.954, mIoU: 0.751
2023-07-31 16:27:26,012 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.954, mIoU: 0.751
2023-07-31 16:27:26,121 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.954, mIoU: 0.751
2023-07-31 16:27:26,231 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.954, mIoU: 0.751
2023-07-31 16:27:26,340 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.954, mIoU: 0.751
2023-07-31 16:27:26,449 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.954, mIoU: 0.751
2023-07-31 16:27:26,560 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.954, mIoU: 0.751
2023-07-31 16:27:26,668 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.954, mIoU: 0.751
2023-07-31 16:27:26,780 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.954, mIoU: 0.751
2023-07-31 16:27:26,885 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.954, mIoU: 0.751
2023-07-31 16:27:26,986 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.954, mIoU: 0.751
2023-07-31 16:27:27,090 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 16:27:27,195 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 16:27:27,300 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 16:27:27,404 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 16:27:27,511 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 16:27:27,615 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 16:27:27,722 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 16:27:27,835 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 16:27:27,949 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 16:27:28,061 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 16:27:28,171 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 16:27:28,280 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 16:27:28,391 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 16:27:28,502 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 16:27:28,611 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 16:27:28,716 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 16:27:28,821 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 16:27:28,925 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.955, mIoU: 0.752
2023-07-31 16:27:29,027 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.955, mIoU: 0.753
2023-07-31 16:27:29,131 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.955, mIoU: 0.753
2023-07-31 16:27:29,234 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.955, mIoU: 0.753
2023-07-31 16:27:29,338 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.955, mIoU: 0.753
2023-07-31 16:27:29,441 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.955, mIoU: 0.753
2023-07-31 16:27:29,544 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.955, mIoU: 0.753
2023-07-31 16:27:29,647 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.955, mIoU: 0.753
2023-07-31 16:28:02,423 semantic_segmentation INFO: Iters: 105610/150000 || Lr: 0.006685 || Task Loss: 0.1987 || KD Loss: 0.0405|| 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: 4 days, 2:45:09 || Estimated Time: 1 day, 17:30:27
2023-07-31 16:28:34,697 semantic_segmentation INFO: Iters: 105620/150000 || Lr: 0.006684 || Task Loss: 0.1631 || KD Loss: 0.0459|| 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: 4 days, 2:45:41 || Estimated Time: 1 day, 17:29:52
2023-07-31 16:29:06,921 semantic_segmentation INFO: Iters: 105630/150000 || Lr: 0.006682 || Task Loss: 0.2010 || KD Loss: 0.0788|| 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: 4 days, 2:46:13 || Estimated Time: 1 day, 17:29:18
2023-07-31 16:29:39,211 semantic_segmentation INFO: Iters: 105640/150000 || Lr: 0.006681 || Task Loss: 0.1929 || KD Loss: 0.0452|| 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: 4 days, 2:46:46 || Estimated Time: 1 day, 17:28:44
2023-07-31 16:30:11,438 semantic_segmentation INFO: Iters: 105650/150000 || Lr: 0.006680 || Task Loss: 0.1561 || KD Loss: 0.0335|| 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: 4 days, 2:47:18 || Estimated Time: 1 day, 17:28:10
2023-07-31 16:30:43,745 semantic_segmentation INFO: Iters: 105660/150000 || Lr: 0.006678 || Task Loss: 0.2145 || KD Loss: 0.0336|| 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: 4 days, 2:47:50 || Estimated Time: 1 day, 17:27:35
2023-07-31 16:31:15,992 semantic_segmentation INFO: Iters: 105670/150000 || Lr: 0.006677 || Task Loss: 0.4010 || KD Loss: 0.0600|| 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: 4 days, 2:48:22 || Estimated Time: 1 day, 17:27:01
2023-07-31 16:31:48,148 semantic_segmentation INFO: Iters: 105680/150000 || Lr: 0.006676 || Task Loss: 0.1665 || KD Loss: 0.0351|| 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: 4 days, 2:48:55 || Estimated Time: 1 day, 17:26:27
2023-07-31 16:32:20,420 semantic_segmentation INFO: Iters: 105690/150000 || Lr: 0.006674 || Task Loss: 0.1886 || KD Loss: 0.0408|| 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: 4 days, 2:49:27 || Estimated Time: 1 day, 17:25:53
2023-07-31 16:32:52,608 semantic_segmentation INFO: Iters: 105700/150000 || Lr: 0.006673 || Task Loss: 0.1593 || KD Loss: 0.0379|| 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: 4 days, 2:49:59 || Estimated Time: 1 day, 17:25:18
2023-07-31 16:33:24,867 semantic_segmentation INFO: Iters: 105710/150000 || Lr: 0.006672 || Task Loss: 0.1822 || KD Loss: 0.0328|| 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: 4 days, 2:50:31 || Estimated Time: 1 day, 17:24:44
2023-07-31 16:33:57,465 semantic_segmentation INFO: Iters: 105720/150000 || Lr: 0.006670 || Task Loss: 0.2331 || KD Loss: 0.0731|| 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: 4 days, 2:51:04 || Estimated Time: 1 day, 17:24:10
2023-07-31 16:34:30,188 semantic_segmentation INFO: Iters: 105730/150000 || Lr: 0.006669 || Task Loss: 0.1838 || KD Loss: 0.0467|| 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: 4 days, 2:51:37 || Estimated Time: 1 day, 17:23:36
2023-07-31 16:35:02,594 semantic_segmentation INFO: Iters: 105740/150000 || Lr: 0.006668 || Task Loss: 0.1763 || KD Loss: 0.0388|| 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: 4 days, 2:52:09 || Estimated Time: 1 day, 17:23:02
2023-07-31 16:35:34,885 semantic_segmentation INFO: Iters: 105750/150000 || Lr: 0.006666 || Task Loss: 0.1499 || KD Loss: 0.0847|| 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: 4 days, 2:52:41 || Estimated Time: 1 day, 17:22:28
2023-07-31 16:36:07,099 semantic_segmentation INFO: Iters: 105760/150000 || Lr: 0.006665 || Task Loss: 0.2227 || KD Loss: 0.0410|| 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: 4 days, 2:53:13 || Estimated Time: 1 day, 17:21:53
2023-07-31 16:36:39,328 semantic_segmentation INFO: Iters: 105770/150000 || Lr: 0.006663 || Task Loss: 0.1308 || KD Loss: 0.0242|| 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: 4 days, 2:53:46 || Estimated Time: 1 day, 17:21:19
2023-07-31 16:37:11,574 semantic_segmentation INFO: Iters: 105780/150000 || Lr: 0.006662 || Task Loss: 0.1677 || KD Loss: 0.0367|| 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: 4 days, 2:54:18 || Estimated Time: 1 day, 17:20:45
2023-07-31 16:37:43,828 semantic_segmentation INFO: Iters: 105790/150000 || Lr: 0.006661 || Task Loss: 0.2256 || KD Loss: 0.0540|| 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: 4 days, 2:54:50 || Estimated Time: 1 day, 17:20:11
2023-07-31 16:38:16,143 semantic_segmentation INFO: Iters: 105800/150000 || Lr: 0.006659 || Task Loss: 0.2866 || KD Loss: 0.0478|| 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: 4 days, 2:55:22 || Estimated Time: 1 day, 17:19:36
2023-07-31 16:38:48,454 semantic_segmentation INFO: Iters: 105810/150000 || Lr: 0.006658 || Task Loss: 0.1898 || KD Loss: 0.0489|| 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: 4 days, 2:55:55 || Estimated Time: 1 day, 17:19:02
2023-07-31 16:39:20,712 semantic_segmentation INFO: Iters: 105820/150000 || Lr: 0.006657 || Task Loss: 0.2066 || KD Loss: 0.0363|| 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: 4 days, 2:56:27 || Estimated Time: 1 day, 17:18:28
2023-07-31 16:39:53,055 semantic_segmentation INFO: Iters: 105830/150000 || Lr: 0.006655 || Task Loss: 0.1354 || KD Loss: 0.0398|| 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: 4 days, 2:56:59 || Estimated Time: 1 day, 17:17:54
2023-07-31 16:40:25,376 semantic_segmentation INFO: Iters: 105840/150000 || Lr: 0.006654 || Task Loss: 0.2715 || KD Loss: 0.0886|| 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: 4 days, 2:57:32 || Estimated Time: 1 day, 17:17:19
2023-07-31 16:40:57,665 semantic_segmentation INFO: Iters: 105850/150000 || Lr: 0.006653 || Task Loss: 0.1168 || KD Loss: 0.0334|| 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: 4 days, 2:58:04 || Estimated Time: 1 day, 17:16:45
2023-07-31 16:41:30,130 semantic_segmentation INFO: Iters: 105860/150000 || Lr: 0.006651 || Task Loss: 0.2172 || KD Loss: 0.0378|| 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: 4 days, 2:58:36 || Estimated Time: 1 day, 17:16:11
2023-07-31 16:42:02,892 semantic_segmentation INFO: Iters: 105870/150000 || Lr: 0.006650 || Task Loss: 0.1397 || KD Loss: 0.0327|| 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: 4 days, 2:59:09 || Estimated Time: 1 day, 17:15:37
2023-07-31 16:42:35,353 semantic_segmentation INFO: Iters: 105880/150000 || Lr: 0.006649 || Task Loss: 0.1389 || KD Loss: 0.0333|| 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: 4 days, 2:59:42 || Estimated Time: 1 day, 17:15:03
2023-07-31 16:43:07,545 semantic_segmentation INFO: Iters: 105890/150000 || Lr: 0.006647 || Task Loss: 0.2214 || KD Loss: 0.0373|| 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: 4 days, 3:00:14 || Estimated Time: 1 day, 17:14:29
2023-07-31 16:43:39,887 semantic_segmentation INFO: Iters: 105900/150000 || Lr: 0.006646 || Task Loss: 0.2800 || KD Loss: 0.0762|| 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: 4 days, 3:00:46 || Estimated Time: 1 day, 17:13:54
2023-07-31 16:44:12,179 semantic_segmentation INFO: Iters: 105910/150000 || Lr: 0.006645 || Task Loss: 0.2093 || KD Loss: 0.0681|| 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: 4 days, 3:01:19 || Estimated Time: 1 day, 17:13:20
2023-07-31 16:44:44,408 semantic_segmentation INFO: Iters: 105920/150000 || Lr: 0.006643 || Task Loss: 0.1814 || KD Loss: 0.0374|| 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: 4 days, 3:01:51 || Estimated Time: 1 day, 17:12:46
2023-07-31 16:45:16,634 semantic_segmentation INFO: Iters: 105930/150000 || Lr: 0.006642 || Task Loss: 0.1728 || KD Loss: 0.0337|| 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: 4 days, 3:02:23 || Estimated Time: 1 day, 17:12:12
2023-07-31 16:45:48,887 semantic_segmentation INFO: Iters: 105940/150000 || Lr: 0.006640 || Task Loss: 0.1652 || KD Loss: 0.0766|| 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: 4 days, 3:02:55 || Estimated Time: 1 day, 17:11:37
2023-07-31 16:46:21,143 semantic_segmentation INFO: Iters: 105950/150000 || Lr: 0.006639 || Task Loss: 0.2041 || KD Loss: 0.0404|| 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: 4 days, 3:03:27 || Estimated Time: 1 day, 17:11:03
2023-07-31 16:46:53,216 semantic_segmentation INFO: Iters: 105960/150000 || Lr: 0.006638 || Task Loss: 0.0983 || KD Loss: 0.0215|| 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: 4 days, 3:04:00 || Estimated Time: 1 day, 17:10:29
2023-07-31 16:47:25,525 semantic_segmentation INFO: Iters: 105970/150000 || Lr: 0.006636 || Task Loss: 0.1616 || KD Loss: 0.0359|| 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: 4 days, 3:04:32 || Estimated Time: 1 day, 17:09:55
2023-07-31 16:47:57,731 semantic_segmentation INFO: Iters: 105980/150000 || Lr: 0.006635 || Task Loss: 0.1757 || KD Loss: 0.0392|| 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: 4 days, 3:05:04 || Estimated Time: 1 day, 17:09:20
2023-07-31 16:48:30,056 semantic_segmentation INFO: Iters: 105990/150000 || Lr: 0.006634 || Task Loss: 0.2676 || KD Loss: 0.0487|| 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: 4 days, 3:05:36 || Estimated Time: 1 day, 17:08:46
2023-07-31 16:49:02,690 semantic_segmentation INFO: Iters: 106000/150000 || Lr: 0.006632 || Task Loss: 0.1232 || KD Loss: 0.0250|| 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: 4 days, 3:06:09 || Estimated Time: 1 day, 17:08:12
2023-07-31 16:49:35,509 semantic_segmentation INFO: Iters: 106010/150000 || Lr: 0.006631 || Task Loss: 0.1660 || KD Loss: 0.0514|| 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: 4 days, 3:06:42 || Estimated Time: 1 day, 17:07:38
2023-07-31 16:50:07,908 semantic_segmentation INFO: Iters: 106020/150000 || Lr: 0.006630 || Task Loss: 0.1541 || KD Loss: 0.0331|| 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: 4 days, 3:07:14 || Estimated Time: 1 day, 17:07:04
2023-07-31 16:50:40,122 semantic_segmentation INFO: Iters: 106030/150000 || Lr: 0.006628 || Task Loss: 0.2095 || KD Loss: 0.0435|| 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: 4 days, 3:07:46 || Estimated Time: 1 day, 17:06:30
2023-07-31 16:51:12,371 semantic_segmentation INFO: Iters: 106040/150000 || Lr: 0.006627 || Task Loss: 0.2001 || KD Loss: 0.0532|| 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: 4 days, 3:08:19 || Estimated Time: 1 day, 17:05:55
2023-07-31 16:51:44,613 semantic_segmentation INFO: Iters: 106050/150000 || Lr: 0.006626 || Task Loss: 0.1486 || KD Loss: 0.0530|| 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: 4 days, 3:08:51 || Estimated Time: 1 day, 17:05:21
2023-07-31 16:52:16,848 semantic_segmentation INFO: Iters: 106060/150000 || Lr: 0.006624 || Task Loss: 0.1253 || KD Loss: 0.0274|| 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: 4 days, 3:09:23 || Estimated Time: 1 day, 17:04:47
2023-07-31 16:52:49,204 semantic_segmentation INFO: Iters: 106070/150000 || Lr: 0.006623 || Task Loss: 0.2035 || KD Loss: 0.0440|| 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: 4 days, 3:09:56 || Estimated Time: 1 day, 17:04:13
2023-07-31 16:53:21,517 semantic_segmentation INFO: Iters: 106080/150000 || Lr: 0.006621 || Task Loss: 0.1651 || KD Loss: 0.0421|| 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: 4 days, 3:10:28 || Estimated Time: 1 day, 17:03:38
2023-07-31 16:53:53,778 semantic_segmentation INFO: Iters: 106090/150000 || Lr: 0.006620 || Task Loss: 0.1737 || KD Loss: 0.0407|| 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: 4 days, 3:11:00 || Estimated Time: 1 day, 17:03:04
2023-07-31 16:54:25,995 semantic_segmentation INFO: Iters: 106100/150000 || Lr: 0.006619 || Task Loss: 0.2461 || KD Loss: 0.0417|| 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: 4 days, 3:11:32 || Estimated Time: 1 day, 17:02:30
2023-07-31 16:54:58,183 semantic_segmentation INFO: Iters: 106110/150000 || Lr: 0.006617 || Task Loss: 0.1467 || KD Loss: 0.0358|| 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: 4 days, 3:12:05 || Estimated Time: 1 day, 17:01:56
2023-07-31 16:55:30,313 semantic_segmentation INFO: Iters: 106120/150000 || Lr: 0.006616 || Task Loss: 0.1987 || KD Loss: 0.0486|| 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: 4 days, 3:12:37 || Estimated Time: 1 day, 17:01:21
2023-07-31 16:56:02,375 semantic_segmentation INFO: Iters: 106130/150000 || Lr: 0.006615 || Task Loss: 0.1517 || KD Loss: 0.0308|| 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: 4 days, 3:13:09 || Estimated Time: 1 day, 17:00:47
2023-07-31 16:56:35,054 semantic_segmentation INFO: Iters: 106140/150000 || Lr: 0.006613 || Task Loss: 0.1445 || KD Loss: 0.0286|| 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: 4 days, 3:13:41 || Estimated Time: 1 day, 17:00:13
2023-07-31 16:57:07,841 semantic_segmentation INFO: Iters: 106150/150000 || Lr: 0.006612 || Task Loss: 0.1700 || KD Loss: 0.0410|| 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: 4 days, 3:14:14 || Estimated Time: 1 day, 16:59:39
2023-07-31 16:57:40,035 semantic_segmentation INFO: Iters: 106160/150000 || Lr: 0.006611 || Task Loss: 0.2278 || KD Loss: 0.0571|| 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: 4 days, 3:14:46 || Estimated Time: 1 day, 16:59:05
2023-07-31 16:58:12,227 semantic_segmentation INFO: Iters: 106170/150000 || Lr: 0.006609 || Task Loss: 0.1399 || KD Loss: 0.0349|| 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: 4 days, 3:15:19 || Estimated Time: 1 day, 16:58:31
2023-07-31 16:58:44,565 semantic_segmentation INFO: Iters: 106180/150000 || Lr: 0.006608 || Task Loss: 0.1656 || KD Loss: 0.0375|| 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: 4 days, 3:15:51 || Estimated Time: 1 day, 16:57:56
2023-07-31 16:59:16,819 semantic_segmentation INFO: Iters: 106190/150000 || Lr: 0.006607 || Task Loss: 0.1884 || KD Loss: 0.0357|| 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: 4 days, 3:16:23 || Estimated Time: 1 day, 16:57:22
2023-07-31 16:59:49,079 semantic_segmentation INFO: Iters: 106200/150000 || Lr: 0.006605 || Task Loss: 0.1747 || KD Loss: 0.0361|| 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: 4 days, 3:16:55 || Estimated Time: 1 day, 16:56:48
2023-07-31 17:00:21,323 semantic_segmentation INFO: Iters: 106210/150000 || Lr: 0.006604 || Task Loss: 0.1859 || KD Loss: 0.0518|| 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: 4 days, 3:17:28 || Estimated Time: 1 day, 16:56:14
2023-07-31 17:00:53,421 semantic_segmentation INFO: Iters: 106220/150000 || Lr: 0.006602 || Task Loss: 0.1479 || KD Loss: 0.0356|| 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: 4 days, 3:18:00 || Estimated Time: 1 day, 16:55:39
2023-07-31 17:01:25,561 semantic_segmentation INFO: Iters: 106230/150000 || Lr: 0.006601 || Task Loss: 0.1117 || KD Loss: 0.0500|| 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: 4 days, 3:18:32 || Estimated Time: 1 day, 16:55:05
2023-07-31 17:01:57,725 semantic_segmentation INFO: Iters: 106240/150000 || Lr: 0.006600 || Task Loss: 0.2075 || KD Loss: 0.0441|| 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: 4 days, 3:19:04 || Estimated Time: 1 day, 16:54:31
2023-07-31 17:02:29,811 semantic_segmentation INFO: Iters: 106250/150000 || Lr: 0.006598 || Task Loss: 0.1525 || KD Loss: 0.0434|| 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: 4 days, 3:19:36 || Estimated Time: 1 day, 16:53:56
2023-07-31 17:03:01,916 semantic_segmentation INFO: Iters: 106260/150000 || Lr: 0.006597 || Task Loss: 0.1911 || KD Loss: 0.0356|| 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: 4 days, 3:20:08 || Estimated Time: 1 day, 16:53:22
2023-07-31 17:03:33,980 semantic_segmentation INFO: Iters: 106270/150000 || Lr: 0.006596 || Task Loss: 0.1638 || KD Loss: 0.0355|| 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: 4 days, 3:20:40 || Estimated Time: 1 day, 16:52:48
2023-07-31 17:04:06,461 semantic_segmentation INFO: Iters: 106280/150000 || Lr: 0.006594 || Task Loss: 0.1494 || KD Loss: 0.0403|| 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: 4 days, 3:21:13 || Estimated Time: 1 day, 16:52:14
2023-07-31 17:04:39,105 semantic_segmentation INFO: Iters: 106290/150000 || Lr: 0.006593 || Task Loss: 0.2063 || KD Loss: 0.0465|| 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: 4 days, 3:21:45 || Estimated Time: 1 day, 16:51:40
2023-07-31 17:05:11,176 semantic_segmentation INFO: Iters: 106300/150000 || Lr: 0.006592 || Task Loss: 0.2018 || KD Loss: 0.0419|| 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: 4 days, 3:22:18 || Estimated Time: 1 day, 16:51:05
2023-07-31 17:05:43,289 semantic_segmentation INFO: Iters: 106310/150000 || Lr: 0.006590 || Task Loss: 0.1748 || KD Loss: 0.0526|| 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: 4 days, 3:22:50 || Estimated Time: 1 day, 16:50:31
2023-07-31 17:06:15,325 semantic_segmentation INFO: Iters: 106320/150000 || Lr: 0.006589 || Task Loss: 0.1714 || KD Loss: 0.0457|| 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: 4 days, 3:23:22 || Estimated Time: 1 day, 16:49:57
2023-07-31 17:06:47,394 semantic_segmentation INFO: Iters: 106330/150000 || Lr: 0.006588 || Task Loss: 0.1232 || KD Loss: 0.0367|| 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: 4 days, 3:23:54 || Estimated Time: 1 day, 16:49:22
2023-07-31 17:07:19,550 semantic_segmentation INFO: Iters: 106340/150000 || Lr: 0.006586 || Task Loss: 0.1730 || KD Loss: 0.0414|| 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: 4 days, 3:24:26 || Estimated Time: 1 day, 16:48:48
2023-07-31 17:07:51,684 semantic_segmentation INFO: Iters: 106350/150000 || Lr: 0.006585 || Task Loss: 0.2261 || KD Loss: 0.0476|| 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: 4 days, 3:24:58 || Estimated Time: 1 day, 16:48:14
2023-07-31 17:08:23,921 semantic_segmentation INFO: Iters: 106360/150000 || Lr: 0.006583 || Task Loss: 0.1819 || KD Loss: 0.0424|| 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: 4 days, 3:25:30 || Estimated Time: 1 day, 16:47:40
2023-07-31 17:08:56,091 semantic_segmentation INFO: Iters: 106370/150000 || Lr: 0.006582 || Task Loss: 0.1681 || KD Loss: 0.0471|| 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: 4 days, 3:26:02 || Estimated Time: 1 day, 16:47:05
2023-07-31 17:09:28,302 semantic_segmentation INFO: Iters: 106380/150000 || Lr: 0.006581 || Task Loss: 0.2206 || KD Loss: 0.0503|| 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: 4 days, 3:26:35 || Estimated Time: 1 day, 16:46:31
2023-07-31 17:10:00,557 semantic_segmentation INFO: Iters: 106390/150000 || Lr: 0.006579 || Task Loss: 0.2062 || KD Loss: 0.0370|| 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: 4 days, 3:27:07 || Estimated Time: 1 day, 16:45:57
2023-07-31 17:10:32,696 semantic_segmentation INFO: Iters: 106400/150000 || Lr: 0.006578 || Task Loss: 0.2105 || KD Loss: 0.0485|| 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: 4 days, 3:27:39 || Estimated Time: 1 day, 16:45:23
2023-07-31 17:10:32,760 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 17:10:33,693 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.969, mIoU: 0.407
2023-07-31 17:10:33,800 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.506
2023-07-31 17:10:33,904 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.508
2023-07-31 17:10:34,008 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.530
2023-07-31 17:10:34,111 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.548
2023-07-31 17:10:34,220 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.551
2023-07-31 17:10:34,327 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.563
2023-07-31 17:10:34,430 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.603
2023-07-31 17:10:34,534 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.642
2023-07-31 17:10:34,638 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.687
2023-07-31 17:10:34,741 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.695
2023-07-31 17:10:34,851 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.724
2023-07-31 17:10:34,954 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.724
2023-07-31 17:10:35,058 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.714
2023-07-31 17:10:35,163 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.712
2023-07-31 17:10:35,265 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.702
2023-07-31 17:10:35,371 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.706
2023-07-31 17:10:35,474 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.708
2023-07-31 17:10:35,580 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.719
2023-07-31 17:10:35,684 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.727
2023-07-31 17:10:35,793 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.727
2023-07-31 17:10:35,902 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.951, mIoU: 0.715
2023-07-31 17:10:36,012 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.717
2023-07-31 17:10:36,120 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.723
2023-07-31 17:10:36,228 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-31 17:10:36,339 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 17:10:36,446 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.729
2023-07-31 17:10:36,554 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-31 17:10:36,660 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.730
2023-07-31 17:10:36,779 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-31 17:10:36,886 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 17:10:36,997 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.947, mIoU: 0.732
2023-07-31 17:10:37,102 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-31 17:10:37,207 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-31 17:10:37,309 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 17:10:37,414 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.733
2023-07-31 17:10:37,516 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.730
2023-07-31 17:10:37,620 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.729
2023-07-31 17:10:37,722 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.721
2023-07-31 17:10:37,825 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.722
2023-07-31 17:10:37,928 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.723
2023-07-31 17:10:38,033 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.723
2023-07-31 17:10:38,139 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-31 17:10:38,245 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.725
2023-07-31 17:10:38,358 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.724
2023-07-31 17:10:38,466 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-31 17:10:38,575 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.950, mIoU: 0.725
2023-07-31 17:10:38,683 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.950, mIoU: 0.723
2023-07-31 17:10:38,791 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.950, mIoU: 0.726
2023-07-31 17:10:38,899 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.729
2023-07-31 17:10:39,007 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.729
2023-07-31 17:10:39,117 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.731
2023-07-31 17:10:39,226 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.732
2023-07-31 17:10:39,335 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 17:10:39,446 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.733
2023-07-31 17:10:39,551 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 17:10:39,664 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 17:10:39,770 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 17:10:39,874 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.742
2023-07-31 17:10:39,978 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 17:10:40,082 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.949, mIoU: 0.743
2023-07-31 17:10:40,186 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.949, mIoU: 0.745
2023-07-31 17:10:40,294 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.949, mIoU: 0.744
2023-07-31 17:10:40,408 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.743
2023-07-31 17:10:40,521 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.948, mIoU: 0.746
2023-07-31 17:10:40,642 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.948, mIoU: 0.746
2023-07-31 17:10:40,747 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.947, mIoU: 0.745
2023-07-31 17:10:40,852 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.947, mIoU: 0.746
2023-07-31 17:10:40,965 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.947, mIoU: 0.745
2023-07-31 17:10:41,079 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.948, mIoU: 0.745
2023-07-31 17:10:41,191 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.948, mIoU: 0.746
2023-07-31 17:10:41,301 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.948, mIoU: 0.744
2023-07-31 17:10:41,414 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.948, mIoU: 0.743
2023-07-31 17:10:41,520 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.743
2023-07-31 17:10:41,624 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.948, mIoU: 0.744
2023-07-31 17:10:41,727 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.948, mIoU: 0.742
2023-07-31 17:10:41,831 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.948, mIoU: 0.742
2023-07-31 17:10:41,936 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.948, mIoU: 0.742
2023-07-31 17:10:42,039 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.948, mIoU: 0.742
2023-07-31 17:10:42,148 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.949, mIoU: 0.743
2023-07-31 17:10:42,259 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.949, mIoU: 0.744
2023-07-31 17:10:42,367 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.949, mIoU: 0.745
2023-07-31 17:10:42,479 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.949, mIoU: 0.744
2023-07-31 17:10:42,586 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.948, mIoU: 0.742
2023-07-31 17:10:42,694 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.945, mIoU: 0.737
2023-07-31 17:10:42,805 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.945, mIoU: 0.738
2023-07-31 17:10:42,918 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.946, mIoU: 0.738
2023-07-31 17:10:43,027 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.946, mIoU: 0.738
2023-07-31 17:10:43,137 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.946, mIoU: 0.738
2023-07-31 17:10:43,245 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.737
2023-07-31 17:10:43,353 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.946, mIoU: 0.738
2023-07-31 17:10:43,466 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.946, mIoU: 0.751
2023-07-31 17:10:43,569 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.946, mIoU: 0.750
2023-07-31 17:10:43,673 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.947, mIoU: 0.750
2023-07-31 17:10:43,778 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.947, mIoU: 0.750
2023-07-31 17:10:43,880 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.947, mIoU: 0.750
2023-07-31 17:10:43,987 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.946, mIoU: 0.751
2023-07-31 17:10:44,090 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.947, mIoU: 0.751
2023-07-31 17:10:44,198 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.946, mIoU: 0.750
2023-07-31 17:10:44,308 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.946, mIoU: 0.750
2023-07-31 17:10:44,417 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.944, mIoU: 0.750
2023-07-31 17:10:44,534 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-31 17:10:44,643 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-31 17:10:44,751 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-31 17:10:44,861 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-31 17:10:44,973 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-31 17:10:45,079 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-31 17:10:45,185 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-31 17:10:45,288 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.945, mIoU: 0.747
2023-07-31 17:10:45,394 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-31 17:10:45,500 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-31 17:10:45,603 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-31 17:10:45,706 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-31 17:10:45,809 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.945, mIoU: 0.747
2023-07-31 17:10:45,915 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.945, mIoU: 0.747
2023-07-31 17:10:46,019 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.945, mIoU: 0.746
2023-07-31 17:10:46,122 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-31 17:10:46,228 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-31 17:10:46,332 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-31 17:10:46,437 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-31 17:10:46,548 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.945, mIoU: 0.744
2023-07-31 17:10:46,657 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-31 17:10:46,767 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-31 17:10:46,876 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-31 17:10:46,985 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-31 17:10:47,094 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-31 17:10:47,204 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-31 17:10:47,315 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-31 17:10:47,425 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-31 17:10:47,538 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-31 17:10:47,647 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-31 17:10:47,751 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.944, mIoU: 0.745
2023-07-31 17:10:47,855 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.945, mIoU: 0.745
2023-07-31 17:10:47,958 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.945, mIoU: 0.745
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2023-07-31 17:11:08,869 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.946, mIoU: 0.735
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2023-07-31 17:11:09,472 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.947, mIoU: 0.736
2023-07-31 17:11:09,620 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.947, mIoU: 0.736
2023-07-31 17:11:09,733 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.947, mIoU: 0.736
2023-07-31 17:11:09,844 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.947, mIoU: 0.736
2023-07-31 17:11:09,960 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.947, mIoU: 0.736
2023-07-31 17:11:10,067 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.947, mIoU: 0.736
2023-07-31 17:11:10,179 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.947, mIoU: 0.736
2023-07-31 17:11:10,282 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.947, mIoU: 0.737
2023-07-31 17:11:10,388 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.947, mIoU: 0.737
2023-07-31 17:11:10,497 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.947, mIoU: 0.737
2023-07-31 17:11:10,602 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.947, mIoU: 0.737
2023-07-31 17:11:10,713 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.947, mIoU: 0.737
2023-07-31 17:11:10,819 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-31 17:11:10,929 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 17:11:11,039 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 17:11:11,156 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 17:11:11,268 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 17:11:11,375 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 17:11:11,486 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 17:11:11,595 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 17:11:11,707 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 17:11:11,814 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-31 17:11:11,922 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-31 17:11:12,029 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-31 17:11:12,133 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-31 17:11:12,241 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-31 17:11:12,345 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-31 17:11:12,458 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-31 17:11:12,568 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-31 17:11:12,685 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 17:11:12,800 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 17:11:12,918 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 17:11:13,032 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 17:11:13,140 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 17:11:13,255 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 17:11:13,365 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.949, mIoU: 0.739
2023-07-31 17:11:13,481 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 17:11:13,589 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 17:11:13,699 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 17:11:13,814 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 17:11:13,937 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 17:11:14,049 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 17:11:14,156 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 17:11:14,267 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 17:11:14,373 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 17:11:14,486 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 17:11:14,592 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-31 17:11:14,702 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 17:11:14,811 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 17:11:14,928 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-31 17:11:15,050 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-31 17:11:15,158 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-31 17:11:15,271 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-31 17:11:15,380 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 17:11:15,497 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 17:11:15,608 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 17:11:15,721 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 17:11:15,829 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 17:11:15,944 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 17:11:16,054 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 17:11:16,167 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 17:11:16,291 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 17:11:16,404 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 17:11:16,519 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 17:11:16,632 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 17:11:16,740 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 17:11:16,849 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 17:11:16,961 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 17:11:17,073 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 17:11:17,187 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 17:11:17,312 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 17:11:17,421 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 17:11:17,530 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 17:11:17,638 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 17:11:17,749 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 17:11:17,860 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 17:11:17,969 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 17:11:18,079 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 17:11:18,184 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 17:11:18,290 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 17:11:18,398 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 17:11:18,508 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 17:11:18,626 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 17:11:18,743 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 17:11:18,860 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 17:11:18,972 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 17:11:19,081 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 17:11:19,189 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 17:11:19,295 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 17:11:19,409 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 17:11:19,513 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 17:11:19,635 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 17:11:19,748 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 17:11:19,863 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 17:11:19,976 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 17:11:20,090 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 17:11:20,205 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 17:11:20,315 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 17:11:20,430 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 17:11:20,538 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 17:11:20,653 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 17:11:20,762 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 17:11:20,876 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 17:11:20,989 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 17:11:21,101 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 17:11:21,216 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 17:11:21,327 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 17:11:21,440 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 17:11:21,549 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 17:11:21,662 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 17:11:21,770 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 17:11:21,883 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 17:11:22,000 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 17:11:22,109 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 17:11:22,221 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 17:11:22,334 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 17:11:22,451 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 17:11:22,560 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 17:11:22,676 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 17:11:22,785 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 17:11:22,893 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 17:11:23,002 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 17:11:23,112 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 17:11:23,228 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 17:11:23,335 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 17:11:23,448 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 17:11:23,560 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 17:11:23,674 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 17:11:23,784 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 17:11:23,898 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 17:11:24,009 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 17:11:24,117 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 17:11:24,232 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 17:11:24,346 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 17:11:24,473 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.953, mIoU: 0.748
2023-07-31 17:11:24,581 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.953, mIoU: 0.748
2023-07-31 17:11:24,686 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 17:11:24,798 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 17:11:24,913 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 17:11:25,031 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 17:11:25,146 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 17:11:25,261 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 17:11:25,370 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 17:11:25,488 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 17:11:25,594 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 17:11:25,701 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 17:11:25,811 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 17:11:25,924 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 17:11:26,042 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 17:11:26,158 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 17:11:26,269 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 17:11:26,380 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 17:11:26,494 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 17:11:26,606 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 17:11:26,718 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 17:11:26,834 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 17:11:26,941 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 17:11:27,057 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 17:11:27,171 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 17:11:27,281 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 17:11:27,391 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 17:11:27,496 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 17:11:27,604 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 17:11:27,708 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 17:11:27,817 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 17:11:27,920 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 17:11:28,027 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 17:11:28,147 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 17:11:28,253 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 17:11:28,364 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 17:11:28,470 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 17:11:28,576 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 17:12:01,694 semantic_segmentation INFO: Iters: 106410/150000 || Lr: 0.006577 || Task Loss: 0.1272 || KD Loss: 0.0382|| 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: 4 days, 3:29:08 || Estimated Time: 1 day, 16:45:12
2023-07-31 17:12:34,187 semantic_segmentation INFO: Iters: 106420/150000 || Lr: 0.006575 || Task Loss: 0.1307 || KD Loss: 0.0468|| 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: 4 days, 3:29:41 || Estimated Time: 1 day, 16:44:38
2023-07-31 17:13:06,333 semantic_segmentation INFO: Iters: 106430/150000 || Lr: 0.006574 || Task Loss: 0.1755 || KD Loss: 0.1231|| 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: 4 days, 3:30:13 || Estimated Time: 1 day, 16:44:03
2023-07-31 17:13:38,673 semantic_segmentation INFO: Iters: 106440/150000 || Lr: 0.006573 || Task Loss: 0.1716 || KD Loss: 0.0456|| 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: 4 days, 3:30:45 || Estimated Time: 1 day, 16:43:29
2023-07-31 17:14:11,001 semantic_segmentation INFO: Iters: 106450/150000 || Lr: 0.006571 || Task Loss: 0.1473 || KD Loss: 0.0271|| 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: 4 days, 3:31:17 || Estimated Time: 1 day, 16:42:55
2023-07-31 17:14:43,201 semantic_segmentation INFO: Iters: 106460/150000 || Lr: 0.006570 || Task Loss: 0.1201 || KD Loss: 0.0557|| 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: 4 days, 3:31:50 || Estimated Time: 1 day, 16:42:21
2023-07-31 17:15:15,517 semantic_segmentation INFO: Iters: 106470/150000 || Lr: 0.006569 || Task Loss: 0.1461 || KD Loss: 0.0353|| 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: 4 days, 3:32:22 || Estimated Time: 1 day, 16:41:46
2023-07-31 17:15:47,690 semantic_segmentation INFO: Iters: 106480/150000 || Lr: 0.006567 || Task Loss: 0.1562 || KD Loss: 0.0420|| 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: 4 days, 3:32:54 || Estimated Time: 1 day, 16:41:12
2023-07-31 17:16:19,903 semantic_segmentation INFO: Iters: 106490/150000 || Lr: 0.006566 || Task Loss: 0.1486 || KD Loss: 0.0318|| 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: 4 days, 3:33:26 || Estimated Time: 1 day, 16:40:38
2023-07-31 17:16:52,189 semantic_segmentation INFO: Iters: 106500/150000 || Lr: 0.006564 || Task Loss: 0.2607 || KD Loss: 0.0366|| 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: 4 days, 3:33:59 || Estimated Time: 1 day, 16:40:04
2023-07-31 17:17:24,256 semantic_segmentation INFO: Iters: 106510/150000 || Lr: 0.006563 || Task Loss: 0.2004 || KD Loss: 0.0354|| 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: 4 days, 3:34:31 || Estimated Time: 1 day, 16:39:29
2023-07-31 17:17:56,405 semantic_segmentation INFO: Iters: 106520/150000 || Lr: 0.006562 || Task Loss: 0.1854 || KD Loss: 0.0477|| 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: 4 days, 3:35:03 || Estimated Time: 1 day, 16:38:55
2023-07-31 17:18:28,563 semantic_segmentation INFO: Iters: 106530/150000 || Lr: 0.006560 || Task Loss: 0.1404 || KD Loss: 0.0262|| 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: 4 days, 3:35:35 || Estimated Time: 1 day, 16:38:21
2023-07-31 17:19:01,104 semantic_segmentation INFO: Iters: 106540/150000 || Lr: 0.006559 || Task Loss: 0.2579 || KD Loss: 0.0561|| 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: 4 days, 3:36:07 || Estimated Time: 1 day, 16:37:47
2023-07-31 17:19:35,841 semantic_segmentation INFO: Iters: 106550/150000 || Lr: 0.006558 || Task Loss: 0.1958 || KD Loss: 0.0467|| 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: 4 days, 3:36:42 || Estimated Time: 1 day, 16:37:14
2023-07-31 17:20:08,111 semantic_segmentation INFO: Iters: 106560/150000 || Lr: 0.006556 || Task Loss: 0.1723 || KD Loss: 0.0274|| 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: 4 days, 3:37:14 || Estimated Time: 1 day, 16:36:39
2023-07-31 17:20:40,300 semantic_segmentation INFO: Iters: 106570/150000 || Lr: 0.006555 || Task Loss: 0.1295 || KD Loss: 0.0197|| 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: 4 days, 3:37:47 || Estimated Time: 1 day, 16:36:05
2023-07-31 17:21:12,481 semantic_segmentation INFO: Iters: 106580/150000 || Lr: 0.006554 || Task Loss: 0.1340 || KD Loss: 0.0275|| 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: 4 days, 3:38:19 || Estimated Time: 1 day, 16:35:31
2023-07-31 17:21:44,662 semantic_segmentation INFO: Iters: 106590/150000 || Lr: 0.006552 || Task Loss: 0.1568 || KD Loss: 0.0354|| 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: 4 days, 3:38:51 || Estimated Time: 1 day, 16:34:57
2023-07-31 17:22:16,718 semantic_segmentation INFO: Iters: 106600/150000 || Lr: 0.006551 || Task Loss: 0.1550 || KD Loss: 0.0361|| 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: 4 days, 3:39:23 || Estimated Time: 1 day, 16:34:22
2023-07-31 17:22:48,862 semantic_segmentation INFO: Iters: 106610/150000 || Lr: 0.006549 || Task Loss: 0.1558 || KD Loss: 0.0359|| 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: 4 days, 3:39:55 || Estimated Time: 1 day, 16:33:48
2023-07-31 17:23:20,952 semantic_segmentation INFO: Iters: 106620/150000 || Lr: 0.006548 || Task Loss: 0.1877 || KD Loss: 0.0312|| 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: 4 days, 3:40:27 || Estimated Time: 1 day, 16:33:14
2023-07-31 17:23:53,079 semantic_segmentation INFO: Iters: 106630/150000 || Lr: 0.006547 || Task Loss: 0.1447 || KD Loss: 0.0469|| 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: 4 days, 3:40:59 || Estimated Time: 1 day, 16:32:39
2023-07-31 17:24:25,211 semantic_segmentation INFO: Iters: 106640/150000 || Lr: 0.006545 || Task Loss: 0.1526 || KD Loss: 0.0447|| 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: 4 days, 3:41:32 || Estimated Time: 1 day, 16:32:05
2023-07-31 17:24:57,375 semantic_segmentation INFO: Iters: 106650/150000 || Lr: 0.006544 || Task Loss: 0.2128 || KD Loss: 0.0447|| 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: 4 days, 3:42:04 || Estimated Time: 1 day, 16:31:31
2023-07-31 17:25:29,556 semantic_segmentation INFO: Iters: 106660/150000 || Lr: 0.006543 || Task Loss: 0.1516 || KD Loss: 0.0324|| 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: 4 days, 3:42:36 || Estimated Time: 1 day, 16:30:57
2023-07-31 17:26:01,702 semantic_segmentation INFO: Iters: 106670/150000 || Lr: 0.006541 || Task Loss: 0.1840 || 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: 4 days, 3:43:08 || Estimated Time: 1 day, 16:30:22
2023-07-31 17:26:34,337 semantic_segmentation INFO: Iters: 106680/150000 || Lr: 0.006540 || Task Loss: 0.1822 || KD Loss: 0.0387|| 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: 4 days, 3:43:41 || Estimated Time: 1 day, 16:29:48
2023-07-31 17:27:07,064 semantic_segmentation INFO: Iters: 106690/150000 || Lr: 0.006539 || Task Loss: 0.1414 || KD Loss: 0.0280|| 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: 4 days, 3:44:13 || Estimated Time: 1 day, 16:29:14
2023-07-31 17:27:39,436 semantic_segmentation INFO: Iters: 106700/150000 || Lr: 0.006537 || Task Loss: 0.1684 || KD Loss: 0.0297|| 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: 4 days, 3:44:46 || Estimated Time: 1 day, 16:28:40
2023-07-31 17:28:11,643 semantic_segmentation INFO: Iters: 106710/150000 || Lr: 0.006536 || Task Loss: 0.1292 || KD Loss: 0.0371|| 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: 4 days, 3:45:18 || Estimated Time: 1 day, 16:28:06
2023-07-31 17:28:43,921 semantic_segmentation INFO: Iters: 106720/150000 || Lr: 0.006535 || Task Loss: 0.1845 || KD Loss: 0.0669|| 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: 4 days, 3:45:50 || Estimated Time: 1 day, 16:27:32
2023-07-31 17:29:16,283 semantic_segmentation INFO: Iters: 106730/150000 || Lr: 0.006533 || Task Loss: 0.1636 || KD Loss: 0.0291|| 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: 4 days, 3:46:23 || Estimated Time: 1 day, 16:26:57
2023-07-31 17:29:48,510 semantic_segmentation INFO: Iters: 106740/150000 || Lr: 0.006532 || Task Loss: 0.1905 || KD Loss: 0.0415|| 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: 4 days, 3:46:55 || Estimated Time: 1 day, 16:26:23
2023-07-31 17:30:20,765 semantic_segmentation INFO: Iters: 106750/150000 || Lr: 0.006530 || Task Loss: 0.2155 || KD Loss: 0.0444|| 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: 4 days, 3:47:27 || Estimated Time: 1 day, 16:25:49
2023-07-31 17:30:52,979 semantic_segmentation INFO: Iters: 106760/150000 || Lr: 0.006529 || Task Loss: 0.1628 || KD Loss: 0.0347|| 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: 4 days, 3:47:59 || Estimated Time: 1 day, 16:25:15
2023-07-31 17:31:25,272 semantic_segmentation INFO: Iters: 106770/150000 || Lr: 0.006528 || Task Loss: 0.1327 || KD Loss: 0.0315|| 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: 4 days, 3:48:32 || Estimated Time: 1 day, 16:24:41
2023-07-31 17:31:57,434 semantic_segmentation INFO: Iters: 106780/150000 || Lr: 0.006526 || Task Loss: 0.2340 || KD Loss: 0.0431|| 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: 4 days, 3:49:04 || Estimated Time: 1 day, 16:24:06
2023-07-31 17:32:29,677 semantic_segmentation INFO: Iters: 106790/150000 || Lr: 0.006525 || Task Loss: 0.1951 || KD Loss: 0.0331|| 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: 4 days, 3:49:36 || Estimated Time: 1 day, 16:23:32
2023-07-31 17:33:01,836 semantic_segmentation INFO: Iters: 106800/150000 || Lr: 0.006524 || Task Loss: 0.2017 || KD Loss: 0.0440|| 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: 4 days, 3:50:08 || Estimated Time: 1 day, 16:22:58
2023-07-31 17:33:34,117 semantic_segmentation INFO: Iters: 106810/150000 || Lr: 0.006522 || Task Loss: 0.1263 || KD Loss: 0.0340|| 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: 4 days, 3:50:40 || Estimated Time: 1 day, 16:22:24
2023-07-31 17:34:06,697 semantic_segmentation INFO: Iters: 106820/150000 || Lr: 0.006521 || Task Loss: 0.2084 || KD Loss: 0.0378|| 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: 4 days, 3:51:13 || Estimated Time: 1 day, 16:21:50
2023-07-31 17:34:39,323 semantic_segmentation INFO: Iters: 106830/150000 || Lr: 0.006520 || Task Loss: 0.1495 || KD Loss: 0.0313|| 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: 4 days, 3:51:46 || Estimated Time: 1 day, 16:21:15
2023-07-31 17:35:11,643 semantic_segmentation INFO: Iters: 106840/150000 || Lr: 0.006518 || Task Loss: 0.1254 || KD Loss: 0.0324|| 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: 4 days, 3:52:18 || Estimated Time: 1 day, 16:20:41
2023-07-31 17:35:43,771 semantic_segmentation INFO: Iters: 106850/150000 || Lr: 0.006517 || Task Loss: 0.2904 || KD Loss: 0.0540|| 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: 4 days, 3:52:50 || Estimated Time: 1 day, 16:20:07
2023-07-31 17:36:16,274 semantic_segmentation INFO: Iters: 106860/150000 || Lr: 0.006516 || Task Loss: 0.1480 || KD Loss: 0.0401|| 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: 4 days, 3:53:23 || Estimated Time: 1 day, 16:19:33
2023-07-31 17:36:48,376 semantic_segmentation INFO: Iters: 106870/150000 || Lr: 0.006514 || Task Loss: 0.1747 || KD Loss: 0.0550|| 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: 4 days, 3:53:55 || Estimated Time: 1 day, 16:18:59
2023-07-31 17:37:20,525 semantic_segmentation INFO: Iters: 106880/150000 || Lr: 0.006513 || Task Loss: 0.2244 || KD Loss: 0.0734|| 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: 4 days, 3:54:27 || Estimated Time: 1 day, 16:18:24
2023-07-31 17:37:52,694 semantic_segmentation INFO: Iters: 106890/150000 || Lr: 0.006511 || Task Loss: 0.1907 || KD Loss: 0.0328|| 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: 4 days, 3:54:59 || Estimated Time: 1 day, 16:17:50
2023-07-31 17:38:24,944 semantic_segmentation INFO: Iters: 106900/150000 || Lr: 0.006510 || Task Loss: 0.1011 || KD Loss: 0.0326|| 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: 4 days, 3:55:31 || Estimated Time: 1 day, 16:17:16
2023-07-31 17:38:57,118 semantic_segmentation INFO: Iters: 106910/150000 || Lr: 0.006509 || Task Loss: 0.2225 || KD Loss: 0.0588|| 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: 4 days, 3:56:03 || Estimated Time: 1 day, 16:16:42
2023-07-31 17:39:29,395 semantic_segmentation INFO: Iters: 106920/150000 || Lr: 0.006507 || Task Loss: 0.1834 || KD Loss: 0.0399|| 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: 4 days, 3:56:36 || Estimated Time: 1 day, 16:16:07
2023-07-31 17:40:01,663 semantic_segmentation INFO: Iters: 106930/150000 || Lr: 0.006506 || Task Loss: 0.1272 || KD Loss: 0.0387|| 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: 4 days, 3:57:08 || Estimated Time: 1 day, 16:15:33
2023-07-31 17:40:33,697 semantic_segmentation INFO: Iters: 106940/150000 || Lr: 0.006505 || Task Loss: 0.1943 || KD Loss: 0.0385|| 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: 4 days, 3:57:40 || Estimated Time: 1 day, 16:14:59
2023-07-31 17:41:05,877 semantic_segmentation INFO: Iters: 106950/150000 || Lr: 0.006503 || Task Loss: 0.2004 || KD Loss: 0.0415|| 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 days, 3:58:12 || Estimated Time: 1 day, 16:14:25
2023-07-31 17:41:38,344 semantic_segmentation INFO: Iters: 106960/150000 || Lr: 0.006502 || Task Loss: 0.1905 || KD Loss: 0.0409|| 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: 4 days, 3:58:45 || Estimated Time: 1 day, 16:13:51
2023-07-31 17:42:11,021 semantic_segmentation INFO: Iters: 106970/150000 || Lr: 0.006501 || Task Loss: 0.1589 || KD Loss: 0.0355|| 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: 4 days, 3:59:17 || Estimated Time: 1 day, 16:13:17
2023-07-31 17:42:43,264 semantic_segmentation INFO: Iters: 106980/150000 || Lr: 0.006499 || Task Loss: 0.1524 || KD Loss: 0.0392|| 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: 4 days, 3:59:50 || Estimated Time: 1 day, 16:12:42
2023-07-31 17:43:15,457 semantic_segmentation INFO: Iters: 106990/150000 || Lr: 0.006498 || Task Loss: 0.1653 || KD Loss: 0.0486|| 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: 4 days, 4:00:22 || Estimated Time: 1 day, 16:12:08
2023-07-31 17:43:47,567 semantic_segmentation INFO: Iters: 107000/150000 || Lr: 0.006496 || Task Loss: 0.1352 || KD Loss: 0.0329|| 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: 4 days, 4:00:54 || Estimated Time: 1 day, 16:11:34
2023-07-31 17:44:19,812 semantic_segmentation INFO: Iters: 107010/150000 || Lr: 0.006495 || Task Loss: 0.1558 || KD Loss: 0.0280|| 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: 4 days, 4:01:26 || Estimated Time: 1 day, 16:11:00
2023-07-31 17:44:51,885 semantic_segmentation INFO: Iters: 107020/150000 || Lr: 0.006494 || Task Loss: 0.1798 || KD Loss: 0.0498|| 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: 4 days, 4:01:58 || Estimated Time: 1 day, 16:10:25
2023-07-31 17:45:24,032 semantic_segmentation INFO: Iters: 107030/150000 || Lr: 0.006492 || Task Loss: 0.1696 || KD Loss: 0.0563|| 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: 4 days, 4:02:30 || Estimated Time: 1 day, 16:09:51
2023-07-31 17:45:56,201 semantic_segmentation INFO: Iters: 107040/150000 || Lr: 0.006491 || Task Loss: 0.1495 || KD Loss: 0.0308|| 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: 4 days, 4:03:03 || Estimated Time: 1 day, 16:09:17
2023-07-31 17:46:28,328 semantic_segmentation INFO: Iters: 107050/150000 || Lr: 0.006490 || Task Loss: 0.3907 || KD Loss: 0.1808|| 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: 4 days, 4:03:35 || Estimated Time: 1 day, 16:08:43
2023-07-31 17:47:00,473 semantic_segmentation INFO: Iters: 107060/150000 || Lr: 0.006488 || Task Loss: 0.1424 || KD Loss: 0.0553|| 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: 4 days, 4:04:07 || Estimated Time: 1 day, 16:08:08
2023-07-31 17:47:32,629 semantic_segmentation INFO: Iters: 107070/150000 || Lr: 0.006487 || Task Loss: 0.2185 || KD Loss: 0.0483|| 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: 4 days, 4:04:39 || Estimated Time: 1 day, 16:07:34
2023-07-31 17:48:04,786 semantic_segmentation INFO: Iters: 107080/150000 || Lr: 0.006486 || Task Loss: 0.1926 || KD Loss: 0.0354|| 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: 4 days, 4:05:11 || Estimated Time: 1 day, 16:07:00
2023-07-31 17:48:36,922 semantic_segmentation INFO: Iters: 107090/150000 || Lr: 0.006484 || Task Loss: 0.2102 || KD Loss: 0.0613|| 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: 4 days, 4:05:43 || Estimated Time: 1 day, 16:06:26
2023-07-31 17:49:09,509 semantic_segmentation INFO: Iters: 107100/150000 || Lr: 0.006483 || Task Loss: 0.1834 || KD Loss: 0.0389|| 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: 4 days, 4:06:16 || Estimated Time: 1 day, 16:05:51
2023-07-31 17:49:42,213 semantic_segmentation INFO: Iters: 107110/150000 || Lr: 0.006482 || Task Loss: 0.1727 || KD Loss: 0.0566|| 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: 4 days, 4:06:49 || Estimated Time: 1 day, 16:05:17
2023-07-31 17:50:14,425 semantic_segmentation INFO: Iters: 107120/150000 || Lr: 0.006480 || Task Loss: 0.1084 || KD Loss: 0.0349|| 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: 4 days, 4:07:21 || Estimated Time: 1 day, 16:04:43
2023-07-31 17:50:46,559 semantic_segmentation INFO: Iters: 107130/150000 || Lr: 0.006479 || Task Loss: 0.2035 || KD Loss: 0.0467|| 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: 4 days, 4:07:53 || Estimated Time: 1 day, 16:04:09
2023-07-31 17:51:18,739 semantic_segmentation INFO: Iters: 107140/150000 || Lr: 0.006477 || Task Loss: 0.1279 || KD Loss: 0.0364|| 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: 4 days, 4:08:25 || Estimated Time: 1 day, 16:03:35
2023-07-31 17:51:50,848 semantic_segmentation INFO: Iters: 107150/150000 || Lr: 0.006476 || Task Loss: 0.2001 || KD Loss: 0.0450|| 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: 4 days, 4:08:57 || Estimated Time: 1 day, 16:03:00
2023-07-31 17:52:22,921 semantic_segmentation INFO: Iters: 107160/150000 || Lr: 0.006475 || Task Loss: 0.1681 || KD Loss: 0.0415|| 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: 4 days, 4:09:29 || Estimated Time: 1 day, 16:02:26
2023-07-31 17:52:55,098 semantic_segmentation INFO: Iters: 107170/150000 || Lr: 0.006473 || Task Loss: 0.1661 || KD Loss: 0.0340|| 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: 4 days, 4:10:01 || Estimated Time: 1 day, 16:01:52
2023-07-31 17:53:27,216 semantic_segmentation INFO: Iters: 107180/150000 || Lr: 0.006472 || Task Loss: 0.1271 || KD Loss: 0.0333|| 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: 4 days, 4:10:34 || Estimated Time: 1 day, 16:01:18
2023-07-31 17:53:59,366 semantic_segmentation INFO: Iters: 107190/150000 || Lr: 0.006471 || Task Loss: 0.1284 || KD Loss: 0.0313|| 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: 4 days, 4:11:06 || Estimated Time: 1 day, 16:00:43
2023-07-31 17:54:31,436 semantic_segmentation INFO: Iters: 107200/150000 || Lr: 0.006469 || Task Loss: 0.1300 || KD Loss: 0.0416|| 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: 4 days, 4:11:38 || Estimated Time: 1 day, 16:00:09
2023-07-31 17:54:31,500 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 17:54:32,335 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.412
2023-07-31 17:54:32,459 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.516
2023-07-31 17:54:32,567 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.523
2023-07-31 17:54:32,676 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.543
2023-07-31 17:54:32,780 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.536
2023-07-31 17:54:32,886 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.541
2023-07-31 17:54:32,988 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.975, mIoU: 0.582
2023-07-31 17:54:33,091 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.974, mIoU: 0.631
2023-07-31 17:54:33,194 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.632
2023-07-31 17:54:33,298 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.670
2023-07-31 17:54:33,402 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.676
2023-07-31 17:54:33,507 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.716
2023-07-31 17:54:33,612 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.720
2023-07-31 17:54:33,720 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.964, mIoU: 0.724
2023-07-31 17:54:33,831 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.725
2023-07-31 17:54:33,947 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.716
2023-07-31 17:54:34,054 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.717
2023-07-31 17:54:34,156 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.717
2023-07-31 17:54:34,266 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.723
2023-07-31 17:54:34,376 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.959, mIoU: 0.730
2023-07-31 17:54:34,485 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.728
2023-07-31 17:54:34,592 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.708
2023-07-31 17:54:34,703 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.706
2023-07-31 17:54:34,811 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.716
2023-07-31 17:54:34,924 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.728
2023-07-31 17:54:35,029 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.730
2023-07-31 17:54:35,132 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.718
2023-07-31 17:54:35,236 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.713
2023-07-31 17:54:35,338 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-31 17:54:35,443 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-31 17:54:35,547 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.949, mIoU: 0.722
2023-07-31 17:54:35,650 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.718
2023-07-31 17:54:35,755 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-31 17:54:35,860 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.718
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2023-07-31 17:54:36,072 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-31 17:54:36,178 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.950, mIoU: 0.716
2023-07-31 17:54:36,283 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.949, mIoU: 0.715
2023-07-31 17:54:36,385 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.706
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2023-07-31 17:54:36,819 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.950, mIoU: 0.709
2023-07-31 17:54:36,927 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.711
2023-07-31 17:54:37,034 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.951, mIoU: 0.711
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2023-07-31 17:54:37,365 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.952, mIoU: 0.710
2023-07-31 17:54:37,475 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.952, mIoU: 0.713
2023-07-31 17:54:37,585 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.952, mIoU: 0.716
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2023-07-31 17:54:37,797 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.952, mIoU: 0.720
2023-07-31 17:54:37,901 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.952, mIoU: 0.721
2023-07-31 17:54:38,004 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 17:54:38,107 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.950, mIoU: 0.722
2023-07-31 17:54:38,213 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.950, mIoU: 0.723
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2023-07-31 17:54:38,420 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.951, mIoU: 0.730
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2023-07-31 17:54:38,626 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-31 17:54:38,740 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.949, mIoU: 0.730
2023-07-31 17:54:38,847 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.949, mIoU: 0.732
2023-07-31 17:54:38,959 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.949, mIoU: 0.731
2023-07-31 17:54:39,073 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.950, mIoU: 0.733
2023-07-31 17:54:39,181 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.950, mIoU: 0.735
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2023-07-31 17:54:40,057 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.730
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2023-07-31 17:54:40,372 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.948, mIoU: 0.728
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2023-07-31 17:54:43,037 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.945, mIoU: 0.739
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2023-07-31 17:55:18,009 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-31 17:55:18,122 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-31 17:55:18,238 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-31 17:55:18,361 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-31 17:55:18,477 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-31 17:55:18,588 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-31 17:55:18,698 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-31 17:55:18,810 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-31 17:55:18,920 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-31 17:55:19,030 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.952, mIoU: 0.734
2023-07-31 17:55:19,140 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-31 17:55:19,252 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-31 17:55:19,368 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 17:55:19,479 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 17:55:19,585 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 17:55:19,693 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 17:55:19,800 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 17:55:19,912 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 17:55:20,027 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 17:55:20,135 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 17:55:20,245 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 17:55:20,357 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 17:55:20,468 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 17:55:20,580 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 17:55:20,691 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 17:55:20,797 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 17:55:20,903 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 17:55:21,007 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 17:55:21,112 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 17:55:21,216 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 17:55:21,322 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.953, mIoU: 0.735
2023-07-31 17:55:21,428 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.953, mIoU: 0.736
2023-07-31 17:55:21,532 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.953, mIoU: 0.736
2023-07-31 17:55:21,636 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.953, mIoU: 0.736
2023-07-31 17:55:21,741 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.953, mIoU: 0.736
2023-07-31 17:55:21,843 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-31 17:55:21,948 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-31 17:55:22,052 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-31 17:55:22,157 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.953, mIoU: 0.737
2023-07-31 17:55:22,260 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.954, mIoU: 0.737
2023-07-31 17:55:22,370 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.954, mIoU: 0.737
2023-07-31 17:55:22,480 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.954, mIoU: 0.738
2023-07-31 17:55:22,590 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.954, mIoU: 0.738
2023-07-31 17:55:22,698 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.954, mIoU: 0.738
2023-07-31 17:55:22,807 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.954, mIoU: 0.738
2023-07-31 17:55:22,917 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.954, mIoU: 0.737
2023-07-31 17:55:23,026 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.954, mIoU: 0.738
2023-07-31 17:55:23,141 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.954, mIoU: 0.738
2023-07-31 17:55:23,250 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.954, mIoU: 0.738
2023-07-31 17:55:23,359 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.954, mIoU: 0.738
2023-07-31 17:55:23,462 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.954, mIoU: 0.738
2023-07-31 17:55:23,567 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.738
2023-07-31 17:55:23,672 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.738
2023-07-31 17:55:23,776 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.738
2023-07-31 17:55:23,880 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.738
2023-07-31 17:55:23,985 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.738
2023-07-31 17:55:24,090 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.954, mIoU: 0.738
2023-07-31 17:55:24,194 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.738
2023-07-31 17:55:24,297 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.738
2023-07-31 17:55:24,411 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.738
2023-07-31 17:55:24,514 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.738
2023-07-31 17:55:24,620 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.738
2023-07-31 17:55:24,727 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.739
2023-07-31 17:55:24,837 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.739
2023-07-31 17:55:24,952 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.739
2023-07-31 17:55:25,059 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.739
2023-07-31 17:55:25,164 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.954, mIoU: 0.739
2023-07-31 17:55:25,271 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.739
2023-07-31 17:55:25,378 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.739
2023-07-31 17:55:25,491 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.739
2023-07-31 17:55:25,601 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.739
2023-07-31 17:55:25,708 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.739
2023-07-31 17:55:25,815 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.739
2023-07-31 17:55:25,918 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.739
2023-07-31 17:55:26,021 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.739
2023-07-31 17:55:26,123 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.955, mIoU: 0.739
2023-07-31 17:55:58,809 semantic_segmentation INFO: Iters: 107210/150000 || Lr: 0.006468 || Task Loss: 0.1528 || KD Loss: 0.0406|| 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: 4 days, 4:13:05 || Estimated Time: 1 day, 15:59:57
2023-07-31 17:56:31,196 semantic_segmentation INFO: Iters: 107220/150000 || Lr: 0.006467 || Task Loss: 0.1339 || KD Loss: 0.0276|| 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: 4 days, 4:13:38 || Estimated Time: 1 day, 15:59:23
2023-07-31 17:57:03,826 semantic_segmentation INFO: Iters: 107230/150000 || Lr: 0.006465 || Task Loss: 0.2037 || KD Loss: 0.0443|| 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: 4 days, 4:14:10 || Estimated Time: 1 day, 15:58:49
2023-07-31 17:57:36,193 semantic_segmentation INFO: Iters: 107240/150000 || Lr: 0.006464 || Task Loss: 0.2531 || KD Loss: 0.0601|| 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: 4 days, 4:14:43 || Estimated Time: 1 day, 15:58:15
2023-07-31 17:58:08,287 semantic_segmentation INFO: Iters: 107250/150000 || Lr: 0.006462 || Task Loss: 0.2269 || KD Loss: 0.0516|| 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: 4 days, 4:15:15 || Estimated Time: 1 day, 15:57:40
2023-07-31 17:58:40,362 semantic_segmentation INFO: Iters: 107260/150000 || Lr: 0.006461 || Task Loss: 0.1418 || KD Loss: 0.0307|| 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: 4 days, 4:15:47 || Estimated Time: 1 day, 15:57:06
2023-07-31 17:59:12,432 semantic_segmentation INFO: Iters: 107270/150000 || Lr: 0.006460 || Task Loss: 0.2556 || KD Loss: 0.0641|| 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: 4 days, 4:16:19 || Estimated Time: 1 day, 15:56:32
2023-07-31 17:59:44,457 semantic_segmentation INFO: Iters: 107280/150000 || Lr: 0.006458 || Task Loss: 0.1815 || KD Loss: 0.0390|| 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: 4 days, 4:16:51 || Estimated Time: 1 day, 15:55:57
2023-07-31 18:00:16,610 semantic_segmentation INFO: Iters: 107290/150000 || Lr: 0.006457 || Task Loss: 0.2326 || KD Loss: 0.0481|| 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: 4 days, 4:17:23 || Estimated Time: 1 day, 15:55:23
2023-07-31 18:00:48,690 semantic_segmentation INFO: Iters: 107300/150000 || Lr: 0.006456 || Task Loss: 0.1549 || KD Loss: 0.0375|| 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: 4 days, 4:17:55 || Estimated Time: 1 day, 15:54:49
2023-07-31 18:01:20,858 semantic_segmentation INFO: Iters: 107310/150000 || Lr: 0.006454 || Task Loss: 0.2437 || KD Loss: 0.0585|| 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: 4 days, 4:18:27 || Estimated Time: 1 day, 15:54:15
2023-07-31 18:01:52,996 semantic_segmentation INFO: Iters: 107320/150000 || Lr: 0.006453 || Task Loss: 0.1546 || KD Loss: 0.0361|| 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: 4 days, 4:18:59 || Estimated Time: 1 day, 15:53:40
2023-07-31 18:02:25,219 semantic_segmentation INFO: Iters: 107330/150000 || Lr: 0.006452 || Task Loss: 0.1172 || KD Loss: 0.0361|| 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: 4 days, 4:19:32 || Estimated Time: 1 day, 15:53:06
2023-07-31 18:02:57,387 semantic_segmentation INFO: Iters: 107340/150000 || Lr: 0.006450 || Task Loss: 0.2021 || KD Loss: 0.0482|| 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: 4 days, 4:20:04 || Estimated Time: 1 day, 15:52:32
2023-07-31 18:03:29,506 semantic_segmentation INFO: Iters: 107350/150000 || Lr: 0.006449 || Task Loss: 0.1634 || KD Loss: 0.0366|| 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: 4 days, 4:20:36 || Estimated Time: 1 day, 15:51:58
2023-07-31 18:04:01,927 semantic_segmentation INFO: Iters: 107360/150000 || Lr: 0.006448 || Task Loss: 0.2124 || KD Loss: 0.0387|| 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: 4 days, 4:21:08 || Estimated Time: 1 day, 15:51:24
2023-07-31 18:04:34,669 semantic_segmentation INFO: Iters: 107370/150000 || Lr: 0.006446 || Task Loss: 0.1973 || KD Loss: 0.0346|| 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: 4 days, 4:21:41 || Estimated Time: 1 day, 15:50:50
2023-07-31 18:05:07,053 semantic_segmentation INFO: Iters: 107380/150000 || Lr: 0.006445 || Task Loss: 0.1835 || KD Loss: 0.0446|| 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: 4 days, 4:22:13 || Estimated Time: 1 day, 15:50:15
2023-07-31 18:05:39,214 semantic_segmentation INFO: Iters: 107390/150000 || Lr: 0.006443 || Task Loss: 0.1765 || KD Loss: 0.0517|| 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: 4 days, 4:22:46 || Estimated Time: 1 day, 15:49:41
2023-07-31 18:06:11,383 semantic_segmentation INFO: Iters: 107400/150000 || Lr: 0.006442 || Task Loss: 0.2024 || KD Loss: 0.0458|| 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 days, 4:23:18 || Estimated Time: 1 day, 15:49:07
2023-07-31 18:06:43,553 semantic_segmentation INFO: Iters: 107410/150000 || Lr: 0.006441 || Task Loss: 0.1150 || KD Loss: 0.0355|| 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: 4 days, 4:23:50 || Estimated Time: 1 day, 15:48:33
2023-07-31 18:07:15,612 semantic_segmentation INFO: Iters: 107420/150000 || Lr: 0.006439 || Task Loss: 0.1507 || KD Loss: 0.0435|| 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: 4 days, 4:24:22 || Estimated Time: 1 day, 15:47:58
2023-07-31 18:07:47,785 semantic_segmentation INFO: Iters: 107430/150000 || Lr: 0.006438 || Task Loss: 0.1574 || KD Loss: 0.0432|| 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: 4 days, 4:24:54 || Estimated Time: 1 day, 15:47:24
2023-07-31 18:08:19,876 semantic_segmentation INFO: Iters: 107440/150000 || Lr: 0.006437 || Task Loss: 0.1739 || KD Loss: 0.0602|| 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: 4 days, 4:25:26 || Estimated Time: 1 day, 15:46:50
2023-07-31 18:08:52,000 semantic_segmentation INFO: Iters: 107450/150000 || Lr: 0.006435 || Task Loss: 0.1550 || KD Loss: 0.0598|| 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: 4 days, 4:25:58 || Estimated Time: 1 day, 15:46:16
2023-07-31 18:09:24,058 semantic_segmentation INFO: Iters: 107460/150000 || Lr: 0.006434 || Task Loss: 0.1638 || KD Loss: 0.0307|| 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: 4 days, 4:26:30 || Estimated Time: 1 day, 15:45:41
2023-07-31 18:09:56,208 semantic_segmentation INFO: Iters: 107470/150000 || Lr: 0.006433 || Task Loss: 0.1503 || KD Loss: 0.0439|| 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: 4 days, 4:27:03 || Estimated Time: 1 day, 15:45:07
2023-07-31 18:10:28,394 semantic_segmentation INFO: Iters: 107480/150000 || Lr: 0.006431 || Task Loss: 0.1466 || KD Loss: 0.0388|| 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: 4 days, 4:27:35 || Estimated Time: 1 day, 15:44:33
2023-07-31 18:11:00,562 semantic_segmentation INFO: Iters: 107490/150000 || Lr: 0.006430 || Task Loss: 0.1728 || KD Loss: 0.0428|| 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: 4 days, 4:28:07 || Estimated Time: 1 day, 15:43:59
2023-07-31 18:11:33,109 semantic_segmentation INFO: Iters: 107500/150000 || Lr: 0.006428 || Task Loss: 0.2118 || KD Loss: 0.0432|| 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: 4 days, 4:28:39 || Estimated Time: 1 day, 15:43:25
2023-07-31 18:12:05,751 semantic_segmentation INFO: Iters: 107510/150000 || Lr: 0.006427 || Task Loss: 0.1425 || KD Loss: 0.0290|| 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: 4 days, 4:29:12 || Estimated Time: 1 day, 15:42:51
2023-07-31 18:12:38,198 semantic_segmentation INFO: Iters: 107520/150000 || Lr: 0.006426 || Task Loss: 0.1591 || KD Loss: 0.0244|| 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: 4 days, 4:29:45 || Estimated Time: 1 day, 15:42:16
2023-07-31 18:13:10,455 semantic_segmentation INFO: Iters: 107530/150000 || Lr: 0.006424 || Task Loss: 0.3896 || KD Loss: 0.0958|| 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: 4 days, 4:30:17 || Estimated Time: 1 day, 15:41:42
2023-07-31 18:13:42,615 semantic_segmentation INFO: Iters: 107540/150000 || Lr: 0.006423 || Task Loss: 0.2396 || KD Loss: 0.0479|| 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: 4 days, 4:30:49 || Estimated Time: 1 day, 15:41:08
2023-07-31 18:14:14,770 semantic_segmentation INFO: Iters: 107550/150000 || Lr: 0.006422 || Task Loss: 0.1284 || KD Loss: 0.0206|| 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: 4 days, 4:31:21 || Estimated Time: 1 day, 15:40:34
2023-07-31 18:14:46,880 semantic_segmentation INFO: Iters: 107560/150000 || Lr: 0.006420 || Task Loss: 0.1347 || KD Loss: 0.0361|| 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: 4 days, 4:31:53 || Estimated Time: 1 day, 15:40:00
2023-07-31 18:15:19,021 semantic_segmentation INFO: Iters: 107570/150000 || Lr: 0.006419 || Task Loss: 0.1242 || KD Loss: 0.0290|| 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: 4 days, 4:32:25 || Estimated Time: 1 day, 15:39:25
2023-07-31 18:15:51,130 semantic_segmentation INFO: Iters: 107580/150000 || Lr: 0.006418 || Task Loss: 0.1729 || KD Loss: 0.0327|| 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: 4 days, 4:32:57 || Estimated Time: 1 day, 15:38:51
2023-07-31 18:16:23,265 semantic_segmentation INFO: Iters: 107590/150000 || Lr: 0.006416 || Task Loss: 0.1515 || KD Loss: 0.0306|| 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: 4 days, 4:33:30 || Estimated Time: 1 day, 15:38:17
2023-07-31 18:16:55,597 semantic_segmentation INFO: Iters: 107600/150000 || Lr: 0.006415 || Task Loss: 0.2514 || KD Loss: 0.0427|| 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: 4 days, 4:34:02 || Estimated Time: 1 day, 15:37:43
2023-07-31 18:17:27,865 semantic_segmentation INFO: Iters: 107610/150000 || Lr: 0.006413 || Task Loss: 0.1932 || KD Loss: 0.0629|| 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: 4 days, 4:34:34 || Estimated Time: 1 day, 15:37:08
2023-07-31 18:18:00,049 semantic_segmentation INFO: Iters: 107620/150000 || Lr: 0.006412 || Task Loss: 0.1893 || KD Loss: 0.0560|| 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: 4 days, 4:35:06 || Estimated Time: 1 day, 15:36:34
2023-07-31 18:18:32,163 semantic_segmentation INFO: Iters: 107630/150000 || Lr: 0.006411 || Task Loss: 0.1633 || KD Loss: 0.0330|| 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: 4 days, 4:35:39 || Estimated Time: 1 day, 15:36:00
2023-07-31 18:19:04,561 semantic_segmentation INFO: Iters: 107640/150000 || Lr: 0.006409 || Task Loss: 0.1696 || KD Loss: 0.0336|| 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: 4 days, 4:36:11 || Estimated Time: 1 day, 15:35:26
2023-07-31 18:19:37,276 semantic_segmentation INFO: Iters: 107650/150000 || Lr: 0.006408 || Task Loss: 0.1422 || KD Loss: 0.0248|| 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: 4 days, 4:36:44 || Estimated Time: 1 day, 15:34:52
2023-07-31 18:20:09,692 semantic_segmentation INFO: Iters: 107660/150000 || Lr: 0.006407 || Task Loss: 0.2601 || KD Loss: 0.0856|| 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: 4 days, 4:37:16 || Estimated Time: 1 day, 15:34:18
2023-07-31 18:20:41,838 semantic_segmentation INFO: Iters: 107670/150000 || Lr: 0.006405 || Task Loss: 0.1792 || KD Loss: 0.0422|| 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: 4 days, 4:37:48 || Estimated Time: 1 day, 15:33:43
2023-07-31 18:21:13,981 semantic_segmentation INFO: Iters: 107680/150000 || Lr: 0.006404 || Task Loss: 0.1245 || KD Loss: 0.0277|| 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: 4 days, 4:38:20 || Estimated Time: 1 day, 15:33:09
2023-07-31 18:21:46,033 semantic_segmentation INFO: Iters: 107690/150000 || Lr: 0.006403 || Task Loss: 0.2406 || KD Loss: 0.0489|| 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: 4 days, 4:38:52 || Estimated Time: 1 day, 15:32:35
2023-07-31 18:22:18,242 semantic_segmentation INFO: Iters: 107700/150000 || Lr: 0.006401 || Task Loss: 0.2426 || KD Loss: 0.0555|| 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 days, 4:39:25 || Estimated Time: 1 day, 15:32:01
2023-07-31 18:22:50,346 semantic_segmentation INFO: Iters: 107710/150000 || Lr: 0.006400 || Task Loss: 0.1765 || KD Loss: 0.0394|| 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: 4 days, 4:39:57 || Estimated Time: 1 day, 15:31:26
2023-07-31 18:23:22,469 semantic_segmentation INFO: Iters: 107720/150000 || Lr: 0.006399 || Task Loss: 0.3098 || KD Loss: 0.0539|| 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: 4 days, 4:40:29 || Estimated Time: 1 day, 15:30:52
2023-07-31 18:23:54,658 semantic_segmentation INFO: Iters: 107730/150000 || Lr: 0.006397 || Task Loss: 0.1694 || KD Loss: 0.0358|| 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: 4 days, 4:41:01 || Estimated Time: 1 day, 15:30:18
2023-07-31 18:24:26,814 semantic_segmentation INFO: Iters: 107740/150000 || Lr: 0.006396 || Task Loss: 0.1723 || KD Loss: 0.0346|| 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: 4 days, 4:41:33 || Estimated Time: 1 day, 15:29:44
2023-07-31 18:24:59,008 semantic_segmentation INFO: Iters: 107750/150000 || Lr: 0.006394 || Task Loss: 0.1779 || KD Loss: 0.0311|| 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: 4 days, 4:42:05 || Estimated Time: 1 day, 15:29:10
2023-07-31 18:25:31,205 semantic_segmentation INFO: Iters: 107760/150000 || Lr: 0.006393 || Task Loss: 0.1762 || KD Loss: 0.0471|| 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: 4 days, 4:42:38 || Estimated Time: 1 day, 15:28:35
2023-07-31 18:26:03,370 semantic_segmentation INFO: Iters: 107770/150000 || Lr: 0.006392 || Task Loss: 0.2329 || KD Loss: 0.0326|| 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: 4 days, 4:43:10 || Estimated Time: 1 day, 15:28:01
2023-07-31 18:26:35,836 semantic_segmentation INFO: Iters: 107780/150000 || Lr: 0.006390 || Task Loss: 0.1520 || KD Loss: 0.0376|| 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: 4 days, 4:43:42 || Estimated Time: 1 day, 15:27:27
2023-07-31 18:27:08,485 semantic_segmentation INFO: Iters: 107790/150000 || Lr: 0.006389 || Task Loss: 0.2872 || KD Loss: 0.0731|| 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: 4 days, 4:44:15 || Estimated Time: 1 day, 15:26:53
2023-07-31 18:27:40,851 semantic_segmentation INFO: Iters: 107800/150000 || Lr: 0.006388 || Task Loss: 0.1714 || KD Loss: 0.0383|| 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: 4 days, 4:44:47 || Estimated Time: 1 day, 15:26:19
2023-07-31 18:28:13,100 semantic_segmentation INFO: Iters: 107810/150000 || Lr: 0.006386 || Task Loss: 0.1877 || KD Loss: 0.0519|| 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: 4 days, 4:45:19 || Estimated Time: 1 day, 15:25:45
2023-07-31 18:28:45,348 semantic_segmentation INFO: Iters: 107820/150000 || Lr: 0.006385 || Task Loss: 0.2045 || KD Loss: 0.0430|| 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: 4 days, 4:45:52 || Estimated Time: 1 day, 15:25:10
2023-07-31 18:29:17,506 semantic_segmentation INFO: Iters: 107830/150000 || Lr: 0.006384 || Task Loss: 0.2134 || KD Loss: 0.0496|| 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: 4 days, 4:46:24 || Estimated Time: 1 day, 15:24:36
2023-07-31 18:29:49,755 semantic_segmentation INFO: Iters: 107840/150000 || Lr: 0.006382 || Task Loss: 0.2019 || KD Loss: 0.0584|| 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 days, 4:46:56 || Estimated Time: 1 day, 15:24:02
2023-07-31 18:30:21,997 semantic_segmentation INFO: Iters: 107850/150000 || Lr: 0.006381 || Task Loss: 0.1828 || KD Loss: 0.0580|| 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: 4 days, 4:47:28 || Estimated Time: 1 day, 15:23:28
2023-07-31 18:30:54,281 semantic_segmentation INFO: Iters: 107860/150000 || Lr: 0.006379 || Task Loss: 0.2148 || KD Loss: 0.0511|| 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: 4 days, 4:48:01 || Estimated Time: 1 day, 15:22:54
2023-07-31 18:31:26,528 semantic_segmentation INFO: Iters: 107870/150000 || Lr: 0.006378 || Task Loss: 0.1836 || KD Loss: 0.0387|| 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: 4 days, 4:48:33 || Estimated Time: 1 day, 15:22:20
2023-07-31 18:31:58,684 semantic_segmentation INFO: Iters: 107880/150000 || Lr: 0.006377 || Task Loss: 0.1941 || KD Loss: 0.0719|| 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: 4 days, 4:49:05 || Estimated Time: 1 day, 15:21:45
2023-07-31 18:32:30,814 semantic_segmentation INFO: Iters: 107890/150000 || Lr: 0.006375 || Task Loss: 0.2409 || KD Loss: 0.0515|| 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: 4 days, 4:49:37 || Estimated Time: 1 day, 15:21:11
2023-07-31 18:33:02,945 semantic_segmentation INFO: Iters: 107900/150000 || Lr: 0.006374 || Task Loss: 0.1478 || KD Loss: 0.0356|| 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: 4 days, 4:50:09 || Estimated Time: 1 day, 15:20:37
2023-07-31 18:33:35,144 semantic_segmentation INFO: Iters: 107910/150000 || Lr: 0.006373 || Task Loss: 0.2749 || KD Loss: 0.0683|| 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: 4 days, 4:50:42 || Estimated Time: 1 day, 15:20:03
2023-07-31 18:34:07,723 semantic_segmentation INFO: Iters: 107920/150000 || Lr: 0.006371 || Task Loss: 0.2087 || KD Loss: 0.0507|| 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: 4 days, 4:51:14 || Estimated Time: 1 day, 15:19:29
2023-07-31 18:34:40,464 semantic_segmentation INFO: Iters: 107930/150000 || Lr: 0.006370 || Task Loss: 0.2084 || KD Loss: 0.0538|| 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: 4 days, 4:51:47 || Estimated Time: 1 day, 15:18:55
2023-07-31 18:35:12,876 semantic_segmentation INFO: Iters: 107940/150000 || Lr: 0.006369 || Task Loss: 0.1705 || KD Loss: 0.0449|| 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: 4 days, 4:52:19 || Estimated Time: 1 day, 15:18:20
2023-07-31 18:35:44,994 semantic_segmentation INFO: Iters: 107950/150000 || Lr: 0.006367 || Task Loss: 0.1284 || KD Loss: 0.0313|| 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: 4 days, 4:52:51 || Estimated Time: 1 day, 15:17:46
2023-07-31 18:36:17,226 semantic_segmentation INFO: Iters: 107960/150000 || Lr: 0.006366 || Task Loss: 0.2031 || KD Loss: 0.0557|| 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: 4 days, 4:53:24 || Estimated Time: 1 day, 15:17:12
2023-07-31 18:36:49,385 semantic_segmentation INFO: Iters: 107970/150000 || Lr: 0.006364 || Task Loss: 0.1481 || KD Loss: 0.0297|| 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: 4 days, 4:53:56 || Estimated Time: 1 day, 15:16:38
2023-07-31 18:37:21,615 semantic_segmentation INFO: Iters: 107980/150000 || Lr: 0.006363 || Task Loss: 0.1185 || KD Loss: 0.0286|| 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: 4 days, 4:54:28 || Estimated Time: 1 day, 15:16:04
2023-07-31 18:37:53,800 semantic_segmentation INFO: Iters: 107990/150000 || Lr: 0.006362 || Task Loss: 0.1531 || KD Loss: 0.0384|| 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: 4 days, 4:55:00 || Estimated Time: 1 day, 15:15:29
2023-07-31 18:38:26,018 semantic_segmentation INFO: Iters: 108000/150000 || Lr: 0.006360 || Task Loss: 0.2753 || KD Loss: 0.0616|| 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: 4 days, 4:55:32 || Estimated Time: 1 day, 15:14:55
2023-07-31 18:38:26,080 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 18:38:26,911 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.415
2023-07-31 18:38:27,033 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.515
2023-07-31 18:38:27,144 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.517
2023-07-31 18:38:27,252 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.542
2023-07-31 18:38:27,357 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.535
2023-07-31 18:38:27,462 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.539
2023-07-31 18:38:27,570 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.975, mIoU: 0.589
2023-07-31 18:38:27,677 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.974, mIoU: 0.637
2023-07-31 18:38:27,783 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.974, mIoU: 0.682
2023-07-31 18:38:27,890 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.726
2023-07-31 18:38:27,994 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.735
2023-07-31 18:38:28,098 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.760
2023-07-31 18:38:28,202 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.758
2023-07-31 18:38:28,305 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.744
2023-07-31 18:38:28,407 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.745
2023-07-31 18:38:28,510 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.733
2023-07-31 18:38:28,612 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.734
2023-07-31 18:38:28,716 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.737
2023-07-31 18:38:28,818 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.744
2023-07-31 18:38:28,925 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.751
2023-07-31 18:38:29,029 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.750
2023-07-31 18:38:29,131 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.951, mIoU: 0.727
2023-07-31 18:38:29,237 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.730
2023-07-31 18:38:29,340 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 18:38:29,444 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.751
2023-07-31 18:38:29,546 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.752
2023-07-31 18:38:29,649 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-31 18:38:29,752 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.732
2023-07-31 18:38:29,863 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-31 18:38:29,968 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.744
2023-07-31 18:38:30,073 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 18:38:30,177 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 18:38:30,285 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 18:38:30,395 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 18:38:30,508 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-31 18:38:30,615 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 18:38:30,721 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-31 18:38:30,829 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-31 18:38:30,941 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-31 18:38:31,054 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-31 18:38:31,165 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-31 18:38:31,274 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-31 18:38:31,381 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.950, mIoU: 0.724
2023-07-31 18:38:31,486 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.726
2023-07-31 18:38:31,592 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-31 18:38:31,695 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.951, mIoU: 0.725
2023-07-31 18:38:31,799 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.952, mIoU: 0.725
2023-07-31 18:38:31,904 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 18:38:32,008 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.952, mIoU: 0.723
2023-07-31 18:38:32,112 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.952, mIoU: 0.725
2023-07-31 18:38:32,217 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.952, mIoU: 0.726
2023-07-31 18:38:32,320 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.952, mIoU: 0.731
2023-07-31 18:38:32,424 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.732
2023-07-31 18:38:32,529 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.734
2023-07-31 18:38:32,634 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 18:38:32,738 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 18:38:32,847 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.950, mIoU: 0.735
2023-07-31 18:38:32,965 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 18:38:33,069 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 18:38:33,175 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 18:38:33,284 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 18:38:33,396 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.950, mIoU: 0.744
2023-07-31 18:38:33,507 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 18:38:33,617 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.950, mIoU: 0.744
2023-07-31 18:38:33,725 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.950, mIoU: 0.746
2023-07-31 18:38:33,832 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.950, mIoU: 0.746
2023-07-31 18:38:33,934 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.949, mIoU: 0.745
2023-07-31 18:38:34,039 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.949, mIoU: 0.747
2023-07-31 18:38:34,144 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.745
2023-07-31 18:38:34,247 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.949, mIoU: 0.745
2023-07-31 18:38:34,351 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.949, mIoU: 0.745
2023-07-31 18:38:34,453 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.949, mIoU: 0.743
2023-07-31 18:38:34,557 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.742
2023-07-31 18:38:34,669 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.742
2023-07-31 18:38:34,773 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.949, mIoU: 0.743
2023-07-31 18:38:34,876 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.949, mIoU: 0.743
2023-07-31 18:38:34,982 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.949, mIoU: 0.743
2023-07-31 18:38:35,086 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.742
2023-07-31 18:38:35,189 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.949, mIoU: 0.742
2023-07-31 18:38:35,294 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.949, mIoU: 0.743
2023-07-31 18:38:35,399 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.949, mIoU: 0.744
2023-07-31 18:38:35,508 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.949, mIoU: 0.744
2023-07-31 18:38:35,621 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.949, mIoU: 0.744
2023-07-31 18:38:35,728 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.948, mIoU: 0.742
2023-07-31 18:38:35,836 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.738
2023-07-31 18:38:35,946 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.946, mIoU: 0.738
2023-07-31 18:38:36,063 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.946, mIoU: 0.738
2023-07-31 18:38:36,174 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.946, mIoU: 0.738
2023-07-31 18:38:36,285 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.946, mIoU: 0.738
2023-07-31 18:38:36,391 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.738
2023-07-31 18:38:36,500 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.946, mIoU: 0.739
2023-07-31 18:38:36,604 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.946, mIoU: 0.749
2023-07-31 18:38:36,709 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.946, mIoU: 0.748
2023-07-31 18:38:36,812 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.947, mIoU: 0.748
2023-07-31 18:38:36,915 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.947, mIoU: 0.749
2023-07-31 18:38:37,021 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.947, mIoU: 0.748
2023-07-31 18:38:37,124 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.947, mIoU: 0.749
2023-07-31 18:38:37,227 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.947, mIoU: 0.749
2023-07-31 18:38:37,333 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.947, mIoU: 0.748
2023-07-31 18:38:37,438 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.946, mIoU: 0.748
2023-07-31 18:38:37,547 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-31 18:38:37,652 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.945, mIoU: 0.746
2023-07-31 18:38:37,758 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.945, mIoU: 0.746
2023-07-31 18:38:37,866 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.945, mIoU: 0.746
2023-07-31 18:38:37,978 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.945, mIoU: 0.746
2023-07-31 18:38:38,097 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.946, mIoU: 0.746
2023-07-31 18:38:38,205 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.946, mIoU: 0.746
2023-07-31 18:38:38,313 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.946, mIoU: 0.747
2023-07-31 18:38:38,419 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.946, mIoU: 0.747
2023-07-31 18:38:38,525 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.946, mIoU: 0.747
2023-07-31 18:38:38,631 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.946, mIoU: 0.747
2023-07-31 18:38:38,738 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.946, mIoU: 0.746
2023-07-31 18:38:38,843 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.946, mIoU: 0.746
2023-07-31 18:38:38,948 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.946, mIoU: 0.746
2023-07-31 18:38:39,056 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.946, mIoU: 0.745
2023-07-31 18:38:39,158 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.946, mIoU: 0.745
2023-07-31 18:38:39,263 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-31 18:38:39,366 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-31 18:38:39,469 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.946, mIoU: 0.743
2023-07-31 18:38:39,575 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-31 18:38:39,677 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-31 18:38:39,780 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-31 18:38:39,884 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-31 18:38:39,988 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.946, mIoU: 0.744
2023-07-31 18:38:40,096 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.946, mIoU: 0.745
2023-07-31 18:38:40,199 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.946, mIoU: 0.748
2023-07-31 18:38:40,302 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.946, mIoU: 0.750
2023-07-31 18:38:40,408 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.946, mIoU: 0.750
2023-07-31 18:38:40,510 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.946, mIoU: 0.749
2023-07-31 18:38:40,613 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.946, mIoU: 0.749
2023-07-31 18:38:40,718 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.946, mIoU: 0.749
2023-07-31 18:38:40,823 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.947, mIoU: 0.749
2023-07-31 18:38:40,926 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.947, mIoU: 0.749
2023-07-31 18:38:41,032 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.947, mIoU: 0.748
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2023-07-31 18:39:02,038 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-31 18:39:02,149 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-31 18:39:02,259 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.948, mIoU: 0.740
2023-07-31 18:39:02,369 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.948, mIoU: 0.740
2023-07-31 18:39:02,483 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-31 18:39:02,592 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.948, mIoU: 0.740
2023-07-31 18:39:02,704 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.948, mIoU: 0.740
2023-07-31 18:39:02,816 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 18:39:02,927 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 18:39:03,032 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 18:39:03,138 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.949, mIoU: 0.740
2023-07-31 18:39:03,242 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 18:39:03,347 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 18:39:03,454 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 18:39:03,562 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 18:39:03,678 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 18:39:03,789 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 18:39:03,904 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 18:39:04,015 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.949, mIoU: 0.741
2023-07-31 18:39:04,126 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.949, mIoU: 0.742
2023-07-31 18:39:04,236 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.949, mIoU: 0.742
2023-07-31 18:39:04,345 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 18:39:04,453 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 18:39:04,559 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 18:39:04,663 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 18:39:04,767 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 18:39:04,871 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 18:39:04,977 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 18:39:05,082 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 18:39:05,185 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 18:39:05,289 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 18:39:05,395 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 18:39:05,503 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 18:39:05,610 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 18:39:05,715 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 18:39:05,826 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 18:39:05,943 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 18:39:06,051 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 18:39:06,158 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 18:39:06,266 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 18:39:06,376 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.950, mIoU: 0.744
2023-07-31 18:39:06,490 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 18:39:06,601 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 18:39:06,705 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 18:39:06,810 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 18:39:06,915 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 18:39:07,018 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 18:39:07,122 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 18:39:07,225 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 18:39:07,328 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 18:39:07,433 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 18:39:07,539 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 18:39:07,645 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 18:39:07,749 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 18:39:07,852 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 18:39:07,959 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.951, mIoU: 0.744
2023-07-31 18:39:08,064 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.951, mIoU: 0.745
2023-07-31 18:39:08,168 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.951, mIoU: 0.745
2023-07-31 18:39:08,277 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.951, mIoU: 0.745
2023-07-31 18:39:08,389 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.951, mIoU: 0.745
2023-07-31 18:39:08,516 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.951, mIoU: 0.745
2023-07-31 18:39:08,628 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.951, mIoU: 0.745
2023-07-31 18:39:08,739 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.951, mIoU: 0.745
2023-07-31 18:39:08,848 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.951, mIoU: 0.745
2023-07-31 18:39:08,958 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 18:39:09,064 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 18:39:09,171 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 18:39:09,281 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 18:39:09,390 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 18:39:09,506 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 18:39:09,623 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.952, mIoU: 0.746
2023-07-31 18:39:09,733 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.952, mIoU: 0.746
2023-07-31 18:39:09,842 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 18:39:09,954 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 18:39:10,067 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 18:39:10,178 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.952, mIoU: 0.746
2023-07-31 18:39:10,289 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.952, mIoU: 0.746
2023-07-31 18:39:10,397 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.952, mIoU: 0.746
2023-07-31 18:39:10,505 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.952, mIoU: 0.746
2023-07-31 18:39:10,616 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.952, mIoU: 0.746
2023-07-31 18:39:10,721 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 18:39:10,826 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 18:39:10,932 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 18:39:11,037 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 18:39:11,147 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 18:39:11,262 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 18:39:11,370 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 18:39:11,476 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 18:39:11,589 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 18:39:11,700 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 18:39:11,811 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 18:39:11,921 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 18:39:12,030 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.953, mIoU: 0.748
2023-07-31 18:39:12,136 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.953, mIoU: 0.747
2023-07-31 18:39:12,241 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.953, mIoU: 0.748
2023-07-31 18:39:12,346 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.953, mIoU: 0.748
2023-07-31 18:39:12,452 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.953, mIoU: 0.748
2023-07-31 18:39:12,559 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.953, mIoU: 0.748
2023-07-31 18:39:12,662 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.953, mIoU: 0.748
2023-07-31 18:39:12,766 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.953, mIoU: 0.748
2023-07-31 18:39:12,871 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.953, mIoU: 0.748
2023-07-31 18:39:12,974 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.953, mIoU: 0.748
2023-07-31 18:39:13,080 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.953, mIoU: 0.748
2023-07-31 18:39:13,186 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.953, mIoU: 0.748
2023-07-31 18:39:13,296 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 18:39:13,406 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 18:39:13,524 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 18:39:13,635 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 18:39:13,743 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 18:39:13,849 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 18:39:13,957 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 18:39:14,061 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 18:39:14,165 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 18:39:14,270 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 18:39:14,374 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 18:39:14,479 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 18:39:14,585 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 18:39:14,690 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 18:39:14,796 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 18:39:14,897 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 18:39:15,003 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 18:39:15,109 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 18:39:15,216 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 18:39:15,321 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 18:39:15,425 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 18:39:15,527 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 18:39:15,637 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 18:39:15,742 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.954, mIoU: 0.749
2023-07-31 18:39:15,847 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.955, mIoU: 0.749
2023-07-31 18:39:15,952 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.955, mIoU: 0.749
2023-07-31 18:39:16,063 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.955, mIoU: 0.749
2023-07-31 18:39:16,170 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:16,285 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:16,399 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:16,510 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:16,623 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:16,735 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:16,846 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:16,955 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:17,064 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:17,169 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:17,276 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:17,387 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:17,502 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:17,619 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:17,730 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:17,836 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:17,949 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:18,064 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:18,184 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:18,298 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:18,405 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:18,515 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:18,627 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:18,738 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:18,848 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:18,958 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:19,069 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 18:39:19,180 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 18:39:19,291 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 18:39:19,399 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 18:39:19,507 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 18:39:19,613 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 18:39:19,723 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 18:39:19,831 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 18:39:19,937 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 18:39:20,043 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 18:39:20,149 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 18:39:20,255 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 18:39:20,364 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.955, mIoU: 0.751
2023-07-31 18:39:20,477 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.956, mIoU: 0.751
2023-07-31 18:39:20,584 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.956, mIoU: 0.751
2023-07-31 18:39:53,409 semantic_segmentation INFO: Iters: 108010/150000 || Lr: 0.006359 || Task Loss: 0.1737 || KD Loss: 0.0311|| 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: 4 days, 4:57:00 || Estimated Time: 1 day, 15:14:42
2023-07-31 18:40:25,642 semantic_segmentation INFO: Iters: 108020/150000 || Lr: 0.006358 || Task Loss: 0.1920 || KD Loss: 0.0493|| 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: 4 days, 4:57:32 || Estimated Time: 1 day, 15:14:08
2023-07-31 18:40:57,787 semantic_segmentation INFO: Iters: 108030/150000 || Lr: 0.006356 || Task Loss: 0.2116 || KD Loss: 0.0754|| 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: 4 days, 4:58:04 || Estimated Time: 1 day, 15:13:34
2023-07-31 18:41:30,076 semantic_segmentation INFO: Iters: 108040/150000 || Lr: 0.006355 || Task Loss: 0.1687 || KD Loss: 0.0394|| 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: 4 days, 4:58:36 || Estimated Time: 1 day, 15:13:00
2023-07-31 18:42:02,752 semantic_segmentation INFO: Iters: 108050/150000 || Lr: 0.006354 || Task Loss: 0.1691 || KD Loss: 0.0352|| 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: 4 days, 4:59:09 || Estimated Time: 1 day, 15:12:26
2023-07-31 18:42:35,148 semantic_segmentation INFO: Iters: 108060/150000 || Lr: 0.006352 || Task Loss: 0.1681 || KD Loss: 0.0449|| 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: 4 days, 4:59:42 || Estimated Time: 1 day, 15:11:52
2023-07-31 18:43:07,256 semantic_segmentation INFO: Iters: 108070/150000 || Lr: 0.006351 || Task Loss: 0.1891 || KD Loss: 0.0373|| 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: 4 days, 5:00:14 || Estimated Time: 1 day, 15:11:17
2023-07-31 18:43:39,439 semantic_segmentation INFO: Iters: 108080/150000 || Lr: 0.006349 || Task Loss: 0.1965 || KD Loss: 0.0435|| 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: 4 days, 5:00:46 || Estimated Time: 1 day, 15:10:43
2023-07-31 18:44:11,733 semantic_segmentation INFO: Iters: 108090/150000 || Lr: 0.006348 || Task Loss: 0.1395 || KD Loss: 0.0258|| 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: 4 days, 5:01:18 || Estimated Time: 1 day, 15:10:09
2023-07-31 18:44:43,798 semantic_segmentation INFO: Iters: 108100/150000 || Lr: 0.006347 || Task Loss: 0.1466 || KD Loss: 0.0337|| 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: 4 days, 5:01:50 || Estimated Time: 1 day, 15:09:35
2023-07-31 18:45:16,331 semantic_segmentation INFO: Iters: 108110/150000 || Lr: 0.006345 || Task Loss: 0.1693 || KD Loss: 0.0375|| 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: 4 days, 5:02:23 || Estimated Time: 1 day, 15:09:01
2023-07-31 18:45:48,450 semantic_segmentation INFO: Iters: 108120/150000 || Lr: 0.006344 || Task Loss: 0.1953 || KD Loss: 0.0327|| 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: 4 days, 5:02:55 || Estimated Time: 1 day, 15:08:26
2023-07-31 18:46:20,698 semantic_segmentation INFO: Iters: 108130/150000 || Lr: 0.006343 || Task Loss: 0.2253 || KD Loss: 0.0630|| 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: 4 days, 5:03:27 || Estimated Time: 1 day, 15:07:52
2023-07-31 18:46:52,890 semantic_segmentation INFO: Iters: 108140/150000 || Lr: 0.006341 || Task Loss: 0.1560 || KD Loss: 0.0377|| 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: 4 days, 5:03:59 || Estimated Time: 1 day, 15:07:18
2023-07-31 18:47:25,116 semantic_segmentation INFO: Iters: 108150/150000 || Lr: 0.006340 || Task Loss: 0.1717 || KD Loss: 0.0357|| 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: 4 days, 5:04:31 || Estimated Time: 1 day, 15:06:44
2023-07-31 18:47:57,236 semantic_segmentation INFO: Iters: 108160/150000 || Lr: 0.006339 || Task Loss: 0.1431 || KD Loss: 0.0468|| 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: 4 days, 5:05:04 || Estimated Time: 1 day, 15:06:10
2023-07-31 18:48:29,376 semantic_segmentation INFO: Iters: 108170/150000 || Lr: 0.006337 || Task Loss: 0.1349 || KD Loss: 0.0325|| 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: 4 days, 5:05:36 || Estimated Time: 1 day, 15:05:35
2023-07-31 18:49:01,865 semantic_segmentation INFO: Iters: 108180/150000 || Lr: 0.006336 || Task Loss: 0.1896 || KD Loss: 0.0525|| 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: 4 days, 5:06:08 || Estimated Time: 1 day, 15:05:01
2023-07-31 18:49:34,595 semantic_segmentation INFO: Iters: 108190/150000 || Lr: 0.006334 || Task Loss: 0.1612 || KD Loss: 0.0270|| 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: 4 days, 5:06:41 || Estimated Time: 1 day, 15:04:27
2023-07-31 18:50:07,092 semantic_segmentation INFO: Iters: 108200/150000 || Lr: 0.006333 || Task Loss: 0.1916 || KD Loss: 0.0461|| 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: 4 days, 5:07:13 || Estimated Time: 1 day, 15:03:53
2023-07-31 18:50:39,275 semantic_segmentation INFO: Iters: 108210/150000 || Lr: 0.006332 || Task Loss: 0.1963 || KD Loss: 0.0524|| 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: 4 days, 5:07:46 || Estimated Time: 1 day, 15:03:19
2023-07-31 18:51:11,464 semantic_segmentation INFO: Iters: 108220/150000 || Lr: 0.006330 || Task Loss: 0.1568 || KD Loss: 0.0361|| 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: 4 days, 5:08:18 || Estimated Time: 1 day, 15:02:45
2023-07-31 18:51:43,751 semantic_segmentation INFO: Iters: 108230/150000 || Lr: 0.006329 || Task Loss: 0.1762 || KD Loss: 0.0388|| 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: 4 days, 5:08:50 || Estimated Time: 1 day, 15:02:11
2023-07-31 18:52:15,944 semantic_segmentation INFO: Iters: 108240/150000 || Lr: 0.006328 || Task Loss: 0.1802 || KD Loss: 0.0445|| 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: 4 days, 5:09:22 || Estimated Time: 1 day, 15:01:36
2023-07-31 18:52:48,213 semantic_segmentation INFO: Iters: 108250/150000 || Lr: 0.006326 || Task Loss: 0.1259 || KD Loss: 0.0361|| 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: 4 days, 5:09:55 || Estimated Time: 1 day, 15:01:02
2023-07-31 18:53:20,653 semantic_segmentation INFO: Iters: 108260/150000 || Lr: 0.006325 || Task Loss: 0.2003 || KD Loss: 0.0381|| 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: 4 days, 5:10:27 || Estimated Time: 1 day, 15:00:28
2023-07-31 18:53:53,072 semantic_segmentation INFO: Iters: 108270/150000 || Lr: 0.006324 || Task Loss: 0.1843 || 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: 4 days, 5:10:59 || Estimated Time: 1 day, 14:59:54
2023-07-31 18:54:25,283 semantic_segmentation INFO: Iters: 108280/150000 || Lr: 0.006322 || Task Loss: 0.1190 || KD Loss: 0.0243|| 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: 4 days, 5:11:32 || Estimated Time: 1 day, 14:59:20
2023-07-31 18:54:57,482 semantic_segmentation INFO: Iters: 108290/150000 || Lr: 0.006321 || Task Loss: 0.1954 || KD Loss: 0.0538|| 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: 4 days, 5:12:04 || Estimated Time: 1 day, 14:58:46
2023-07-31 18:55:29,761 semantic_segmentation INFO: Iters: 108300/150000 || Lr: 0.006319 || Task Loss: 0.1643 || KD Loss: 0.0278|| 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: 4 days, 5:12:36 || Estimated Time: 1 day, 14:58:12
2023-07-31 18:56:02,014 semantic_segmentation INFO: Iters: 108310/150000 || Lr: 0.006318 || Task Loss: 0.1765 || KD Loss: 0.0397|| 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: 4 days, 5:13:08 || Estimated Time: 1 day, 14:57:37
2023-07-31 18:56:34,455 semantic_segmentation INFO: Iters: 108320/150000 || Lr: 0.006317 || Task Loss: 0.2776 || KD Loss: 0.0499|| 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: 4 days, 5:13:41 || Estimated Time: 1 day, 14:57:03
2023-07-31 18:57:07,149 semantic_segmentation INFO: Iters: 108330/150000 || Lr: 0.006315 || Task Loss: 0.1727 || KD Loss: 0.0332|| 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: 4 days, 5:14:14 || Estimated Time: 1 day, 14:56:29
2023-07-31 18:57:39,647 semantic_segmentation INFO: Iters: 108340/150000 || Lr: 0.006314 || Task Loss: 0.2554 || KD Loss: 0.0438|| 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: 4 days, 5:14:46 || Estimated Time: 1 day, 14:55:55
2023-07-31 18:58:11,839 semantic_segmentation INFO: Iters: 108350/150000 || Lr: 0.006313 || Task Loss: 0.2350 || KD Loss: 0.0456|| 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: 4 days, 5:15:18 || Estimated Time: 1 day, 14:55:21
2023-07-31 18:58:44,081 semantic_segmentation INFO: Iters: 108360/150000 || Lr: 0.006311 || Task Loss: 0.1878 || KD Loss: 0.0424|| 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: 4 days, 5:15:50 || Estimated Time: 1 day, 14:54:47
2023-07-31 18:59:16,278 semantic_segmentation INFO: Iters: 108370/150000 || Lr: 0.006310 || Task Loss: 0.1976 || KD Loss: 0.0506|| 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: 4 days, 5:16:23 || Estimated Time: 1 day, 14:54:13
2023-07-31 18:59:48,459 semantic_segmentation INFO: Iters: 108380/150000 || Lr: 0.006309 || Task Loss: 0.2181 || KD Loss: 0.0568|| 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: 4 days, 5:16:55 || Estimated Time: 1 day, 14:53:38
2023-07-31 19:00:20,663 semantic_segmentation INFO: Iters: 108390/150000 || Lr: 0.006307 || Task Loss: 0.1855 || KD Loss: 0.0423|| 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: 4 days, 5:17:27 || Estimated Time: 1 day, 14:53:04
2023-07-31 19:00:53,023 semantic_segmentation INFO: Iters: 108400/150000 || Lr: 0.006306 || Task Loss: 0.2155 || KD Loss: 0.0485|| 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: 4 days, 5:17:59 || Estimated Time: 1 day, 14:52:30
2023-07-31 19:01:25,266 semantic_segmentation INFO: Iters: 108410/150000 || Lr: 0.006304 || Task Loss: 0.1972 || KD Loss: 0.0439|| 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: 4 days, 5:18:32 || Estimated Time: 1 day, 14:51:56
2023-07-31 19:01:57,556 semantic_segmentation INFO: Iters: 108420/150000 || Lr: 0.006303 || Task Loss: 0.1900 || KD Loss: 0.0437|| 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: 4 days, 5:19:04 || Estimated Time: 1 day, 14:51:22
2023-07-31 19:02:29,881 semantic_segmentation INFO: Iters: 108430/150000 || Lr: 0.006302 || Task Loss: 0.1812 || KD Loss: 0.0326|| 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: 4 days, 5:19:36 || Estimated Time: 1 day, 14:50:48
2023-07-31 19:03:02,157 semantic_segmentation INFO: Iters: 108440/150000 || Lr: 0.006300 || Task Loss: 0.1837 || KD Loss: 0.0389|| 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: 4 days, 5:20:09 || Estimated Time: 1 day, 14:50:13
2023-07-31 19:03:34,436 semantic_segmentation INFO: Iters: 108450/150000 || Lr: 0.006299 || Task Loss: 0.1404 || KD Loss: 0.0276|| 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: 4 days, 5:20:41 || Estimated Time: 1 day, 14:49:39
2023-07-31 19:04:07,005 semantic_segmentation INFO: Iters: 108460/150000 || Lr: 0.006298 || Task Loss: 0.1626 || KD Loss: 0.0313|| 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: 4 days, 5:21:13 || Estimated Time: 1 day, 14:49:05
2023-07-31 19:04:39,858 semantic_segmentation INFO: Iters: 108470/150000 || Lr: 0.006296 || Task Loss: 0.2484 || KD Loss: 0.0611|| 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: 4 days, 5:21:46 || Estimated Time: 1 day, 14:48:31
2023-07-31 19:05:12,373 semantic_segmentation INFO: Iters: 108480/150000 || Lr: 0.006295 || Task Loss: 0.1457 || KD Loss: 0.0300|| 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: 4 days, 5:22:19 || Estimated Time: 1 day, 14:47:57
2023-07-31 19:05:44,604 semantic_segmentation INFO: Iters: 108490/150000 || Lr: 0.006294 || Task Loss: 0.1621 || KD Loss: 0.0353|| 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: 4 days, 5:22:51 || Estimated Time: 1 day, 14:47:23
2023-07-31 19:06:16,844 semantic_segmentation INFO: Iters: 108500/150000 || Lr: 0.006292 || Task Loss: 0.2161 || KD Loss: 0.0606|| 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: 4 days, 5:23:23 || Estimated Time: 1 day, 14:46:49
2023-07-31 19:06:49,035 semantic_segmentation INFO: Iters: 108510/150000 || Lr: 0.006291 || Task Loss: 0.2183 || KD Loss: 0.0367|| 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: 4 days, 5:23:55 || Estimated Time: 1 day, 14:46:15
2023-07-31 19:07:21,224 semantic_segmentation INFO: Iters: 108520/150000 || Lr: 0.006289 || Task Loss: 0.1958 || KD Loss: 0.0435|| 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: 4 days, 5:24:28 || Estimated Time: 1 day, 14:45:40
2023-07-31 19:07:53,389 semantic_segmentation INFO: Iters: 108530/150000 || Lr: 0.006288 || Task Loss: 0.1231 || KD Loss: 0.0253|| 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: 4 days, 5:25:00 || Estimated Time: 1 day, 14:45:06
2023-07-31 19:08:25,644 semantic_segmentation INFO: Iters: 108540/150000 || Lr: 0.006287 || Task Loss: 0.1371 || KD Loss: 0.0286|| 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: 4 days, 5:25:32 || Estimated Time: 1 day, 14:44:32
2023-07-31 19:08:57,894 semantic_segmentation INFO: Iters: 108550/150000 || Lr: 0.006285 || Task Loss: 0.1990 || KD Loss: 0.0493|| 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: 4 days, 5:26:04 || Estimated Time: 1 day, 14:43:58
2023-07-31 19:09:30,153 semantic_segmentation INFO: Iters: 108560/150000 || Lr: 0.006284 || Task Loss: 0.1675 || KD Loss: 0.0289|| 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: 4 days, 5:26:37 || Estimated Time: 1 day, 14:43:24
2023-07-31 19:10:02,455 semantic_segmentation INFO: Iters: 108570/150000 || Lr: 0.006283 || Task Loss: 0.1352 || KD Loss: 0.0264|| 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: 4 days, 5:27:09 || Estimated Time: 1 day, 14:42:50
2023-07-31 19:10:34,558 semantic_segmentation INFO: Iters: 108580/150000 || Lr: 0.006281 || Task Loss: 0.2032 || KD Loss: 0.0543|| 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: 4 days, 5:27:41 || Estimated Time: 1 day, 14:42:15
2023-07-31 19:11:06,833 semantic_segmentation INFO: Iters: 108590/150000 || Lr: 0.006280 || Task Loss: 0.1929 || KD Loss: 0.0365|| 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: 4 days, 5:28:13 || Estimated Time: 1 day, 14:41:41
2023-07-31 19:11:39,212 semantic_segmentation INFO: Iters: 108600/150000 || Lr: 0.006279 || Task Loss: 0.1301 || KD Loss: 0.0459|| 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: 4 days, 5:28:46 || Estimated Time: 1 day, 14:41:07
2023-07-31 19:12:11,962 semantic_segmentation INFO: Iters: 108610/150000 || Lr: 0.006277 || Task Loss: 0.1666 || KD Loss: 0.0310|| 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: 4 days, 5:29:18 || Estimated Time: 1 day, 14:40:33
2023-07-31 19:12:44,478 semantic_segmentation INFO: Iters: 108620/150000 || Lr: 0.006276 || Task Loss: 0.2171 || KD Loss: 0.0574|| 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: 4 days, 5:29:51 || Estimated Time: 1 day, 14:39:59
2023-07-31 19:13:16,731 semantic_segmentation INFO: Iters: 108630/150000 || Lr: 0.006274 || Task Loss: 0.1597 || KD Loss: 0.0320|| 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: 4 days, 5:30:23 || Estimated Time: 1 day, 14:39:25
2023-07-31 19:13:48,983 semantic_segmentation INFO: Iters: 108640/150000 || Lr: 0.006273 || Task Loss: 0.1904 || KD Loss: 0.0866|| 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: 4 days, 5:30:55 || Estimated Time: 1 day, 14:38:51
2023-07-31 19:14:21,187 semantic_segmentation INFO: Iters: 108650/150000 || Lr: 0.006272 || Task Loss: 0.1759 || KD Loss: 0.0324|| 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: 4 days, 5:31:28 || Estimated Time: 1 day, 14:38:16
2023-07-31 19:14:53,359 semantic_segmentation INFO: Iters: 108660/150000 || Lr: 0.006270 || Task Loss: 0.2127 || KD Loss: 0.0575|| 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: 4 days, 5:32:00 || Estimated Time: 1 day, 14:37:42
2023-07-31 19:15:25,628 semantic_segmentation INFO: Iters: 108670/150000 || Lr: 0.006269 || Task Loss: 0.1569 || KD Loss: 0.0407|| 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: 4 days, 5:32:32 || Estimated Time: 1 day, 14:37:08
2023-07-31 19:15:57,819 semantic_segmentation INFO: Iters: 108680/150000 || Lr: 0.006268 || Task Loss: 0.1615 || KD Loss: 0.0463|| 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: 4 days, 5:33:04 || Estimated Time: 1 day, 14:36:34
2023-07-31 19:16:29,903 semantic_segmentation INFO: Iters: 108690/150000 || Lr: 0.006266 || Task Loss: 0.1693 || KD Loss: 0.0356|| 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: 4 days, 5:33:36 || Estimated Time: 1 day, 14:36:00
2023-07-31 19:17:02,056 semantic_segmentation INFO: Iters: 108700/150000 || Lr: 0.006265 || Task Loss: 0.1844 || KD Loss: 0.0373|| 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: 4 days, 5:34:08 || Estimated Time: 1 day, 14:35:25
2023-07-31 19:17:34,335 semantic_segmentation INFO: Iters: 108710/150000 || Lr: 0.006264 || Task Loss: 0.1909 || KD Loss: 0.0364|| 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: 4 days, 5:34:41 || Estimated Time: 1 day, 14:34:51
2023-07-31 19:18:06,524 semantic_segmentation INFO: Iters: 108720/150000 || Lr: 0.006262 || Task Loss: 0.1980 || KD Loss: 0.0385|| 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: 4 days, 5:35:13 || Estimated Time: 1 day, 14:34:17
2023-07-31 19:18:38,766 semantic_segmentation INFO: Iters: 108730/150000 || Lr: 0.006261 || Task Loss: 0.1647 || KD Loss: 0.0315|| 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: 4 days, 5:35:45 || Estimated Time: 1 day, 14:33:43
2023-07-31 19:19:11,207 semantic_segmentation INFO: Iters: 108740/150000 || Lr: 0.006259 || Task Loss: 0.1501 || KD Loss: 0.0280|| 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: 4 days, 5:36:18 || Estimated Time: 1 day, 14:33:09
2023-07-31 19:19:44,009 semantic_segmentation INFO: Iters: 108750/150000 || Lr: 0.006258 || Task Loss: 0.2295 || KD Loss: 0.0422|| 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: 4 days, 5:36:50 || Estimated Time: 1 day, 14:32:35
2023-07-31 19:20:16,446 semantic_segmentation INFO: Iters: 108760/150000 || Lr: 0.006257 || Task Loss: 0.2164 || KD Loss: 0.0592|| 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: 4 days, 5:37:23 || Estimated Time: 1 day, 14:32:01
2023-07-31 19:20:48,779 semantic_segmentation INFO: Iters: 108770/150000 || Lr: 0.006255 || Task Loss: 0.1241 || KD Loss: 0.0261|| 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: 4 days, 5:37:55 || Estimated Time: 1 day, 14:31:27
2023-07-31 19:21:21,069 semantic_segmentation INFO: Iters: 108780/150000 || Lr: 0.006254 || Task Loss: 0.1351 || KD Loss: 0.0354|| 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: 4 days, 5:38:27 || Estimated Time: 1 day, 14:30:53
2023-07-31 19:21:53,405 semantic_segmentation INFO: Iters: 108790/150000 || Lr: 0.006253 || Task Loss: 0.2459 || KD Loss: 0.0438|| 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: 4 days, 5:39:00 || Estimated Time: 1 day, 14:30:18
2023-07-31 19:22:25,657 semantic_segmentation INFO: Iters: 108800/150000 || Lr: 0.006251 || Task Loss: 0.1654 || KD Loss: 0.0365|| 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: 4 days, 5:39:32 || Estimated Time: 1 day, 14:29:44
2023-07-31 19:22:25,722 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 19:22:26,608 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.411
2023-07-31 19:22:26,728 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.513
2023-07-31 19:22:26,836 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.521
2023-07-31 19:22:26,940 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.546
2023-07-31 19:22:27,048 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.556
2023-07-31 19:22:27,158 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.560
2023-07-31 19:22:27,274 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.975, mIoU: 0.602
2023-07-31 19:22:27,380 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.975, mIoU: 0.643
2023-07-31 19:22:27,487 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.975, mIoU: 0.688
2023-07-31 19:22:27,594 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.736
2023-07-31 19:22:27,697 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.971, mIoU: 0.745
2023-07-31 19:22:27,801 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.777
2023-07-31 19:22:27,905 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.773
2023-07-31 19:22:28,008 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.966, mIoU: 0.765
2023-07-31 19:22:28,112 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.964, mIoU: 0.761
2023-07-31 19:22:28,214 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.962, mIoU: 0.750
2023-07-31 19:22:28,321 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.961, mIoU: 0.750
2023-07-31 19:22:28,423 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.961, mIoU: 0.750
2023-07-31 19:22:28,529 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.960, mIoU: 0.755
2023-07-31 19:22:28,634 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.960, mIoU: 0.762
2023-07-31 19:22:28,739 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.960, mIoU: 0.762
2023-07-31 19:22:28,841 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.749
2023-07-31 19:22:28,946 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.750
2023-07-31 19:22:29,050 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.955, mIoU: 0.757
2023-07-31 19:22:29,152 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.954, mIoU: 0.771
2023-07-31 19:22:29,254 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.954, mIoU: 0.772
2023-07-31 19:22:29,359 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.953, mIoU: 0.754
2023-07-31 19:22:29,462 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.952, mIoU: 0.747
2023-07-31 19:22:29,568 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.952, mIoU: 0.751
2023-07-31 19:22:29,673 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.952, mIoU: 0.758
2023-07-31 19:22:29,779 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.952, mIoU: 0.757
2023-07-31 19:22:29,888 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.753
2023-07-31 19:22:30,004 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.952, mIoU: 0.755
2023-07-31 19:22:30,108 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.753
2023-07-31 19:22:30,213 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.753
2023-07-31 19:22:30,323 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.752
2023-07-31 19:22:30,434 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.749
2023-07-31 19:22:30,545 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.951, mIoU: 0.747
2023-07-31 19:22:30,654 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.950, mIoU: 0.739
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2023-07-31 19:23:13,931 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 19:23:14,049 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 19:23:14,160 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 19:23:14,270 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 19:23:14,378 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.956, mIoU: 0.762
2023-07-31 19:23:14,486 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.956, mIoU: 0.762
2023-07-31 19:23:14,592 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.956, mIoU: 0.762
2023-07-31 19:23:14,697 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.956, mIoU: 0.762
2023-07-31 19:23:14,803 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.956, mIoU: 0.762
2023-07-31 19:23:14,907 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.956, mIoU: 0.762
2023-07-31 19:23:15,011 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.956, mIoU: 0.762
2023-07-31 19:23:15,117 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.956, mIoU: 0.762
2023-07-31 19:23:15,222 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.956, mIoU: 0.762
2023-07-31 19:23:15,327 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.956, mIoU: 0.761
2023-07-31 19:23:15,432 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.956, mIoU: 0.761
2023-07-31 19:23:15,535 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.956, mIoU: 0.761
2023-07-31 19:23:15,639 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.956, mIoU: 0.762
2023-07-31 19:23:15,746 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.956, mIoU: 0.762
2023-07-31 19:23:15,851 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.956, mIoU: 0.762
2023-07-31 19:23:15,956 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.956, mIoU: 0.762
2023-07-31 19:23:16,066 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.956, mIoU: 0.762
2023-07-31 19:23:16,170 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.956, mIoU: 0.763
2023-07-31 19:23:16,281 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.956, mIoU: 0.763
2023-07-31 19:23:16,392 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.956, mIoU: 0.763
2023-07-31 19:23:16,506 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.956, mIoU: 0.763
2023-07-31 19:23:16,617 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.956, mIoU: 0.763
2023-07-31 19:23:16,728 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.956, mIoU: 0.763
2023-07-31 19:23:16,838 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.956, mIoU: 0.764
2023-07-31 19:23:16,949 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.956, mIoU: 0.764
2023-07-31 19:23:17,057 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.956, mIoU: 0.763
2023-07-31 19:23:17,162 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.956, mIoU: 0.763
2023-07-31 19:23:17,265 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.956, mIoU: 0.763
2023-07-31 19:23:17,369 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.956, mIoU: 0.763
2023-07-31 19:23:17,473 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.956, mIoU: 0.763
2023-07-31 19:23:17,579 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.956, mIoU: 0.763
2023-07-31 19:23:17,682 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.956, mIoU: 0.763
2023-07-31 19:23:17,784 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.956, mIoU: 0.763
2023-07-31 19:23:17,888 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.957, mIoU: 0.763
2023-07-31 19:23:17,994 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.957, mIoU: 0.763
2023-07-31 19:23:18,102 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.957, mIoU: 0.763
2023-07-31 19:23:18,207 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.957, mIoU: 0.763
2023-07-31 19:23:18,312 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.957, mIoU: 0.763
2023-07-31 19:23:18,418 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.957, mIoU: 0.763
2023-07-31 19:23:18,523 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.957, mIoU: 0.763
2023-07-31 19:23:18,630 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.957, mIoU: 0.763
2023-07-31 19:23:18,739 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.957, mIoU: 0.763
2023-07-31 19:23:18,849 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.957, mIoU: 0.763
2023-07-31 19:23:18,963 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.957, mIoU: 0.763
2023-07-31 19:23:19,073 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.957, mIoU: 0.764
2023-07-31 19:23:19,185 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.957, mIoU: 0.764
2023-07-31 19:23:19,294 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.957, mIoU: 0.764
2023-07-31 19:23:19,404 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.957, mIoU: 0.764
2023-07-31 19:23:19,510 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.957, mIoU: 0.764
2023-07-31 19:23:19,615 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.957, mIoU: 0.764
2023-07-31 19:23:19,718 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.957, mIoU: 0.764
2023-07-31 19:23:19,821 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.957, mIoU: 0.764
2023-07-31 19:23:19,925 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.957, mIoU: 0.764
2023-07-31 19:23:20,028 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.957, mIoU: 0.764
2023-07-31 19:23:20,135 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.957, mIoU: 0.764
2023-07-31 19:23:20,237 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.957, mIoU: 0.764
2023-07-31 19:23:20,340 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.957, mIoU: 0.764
2023-07-31 19:23:20,443 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.957, mIoU: 0.764
2023-07-31 19:23:53,312 semantic_segmentation INFO: Iters: 108810/150000 || Lr: 0.006250 || Task Loss: 0.1380 || KD Loss: 0.0284|| 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: 4 days, 5:41:00 || Estimated Time: 1 day, 14:29:31
2023-07-31 19:24:25,425 semantic_segmentation INFO: Iters: 108820/150000 || Lr: 0.006248 || Task Loss: 0.2303 || KD Loss: 0.0435|| 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: 4 days, 5:41:32 || Estimated Time: 1 day, 14:28:57
2023-07-31 19:24:57,559 semantic_segmentation INFO: Iters: 108830/150000 || Lr: 0.006247 || Task Loss: 0.1736 || KD Loss: 0.0300|| 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: 4 days, 5:42:04 || Estimated Time: 1 day, 14:28:23
2023-07-31 19:25:29,664 semantic_segmentation INFO: Iters: 108840/150000 || Lr: 0.006246 || Task Loss: 0.1163 || KD Loss: 0.0253|| 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: 4 days, 5:42:36 || Estimated Time: 1 day, 14:27:48
2023-07-31 19:26:01,735 semantic_segmentation INFO: Iters: 108850/150000 || Lr: 0.006244 || Task Loss: 0.1759 || KD Loss: 0.0320|| 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: 4 days, 5:43:08 || Estimated Time: 1 day, 14:27:14
2023-07-31 19:26:33,885 semantic_segmentation INFO: Iters: 108860/150000 || Lr: 0.006243 || Task Loss: 0.2039 || KD Loss: 0.0479|| 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: 4 days, 5:43:40 || Estimated Time: 1 day, 14:26:40
2023-07-31 19:27:06,656 semantic_segmentation INFO: Iters: 108870/150000 || Lr: 0.006242 || Task Loss: 0.1812 || KD Loss: 0.0259|| 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: 4 days, 5:44:13 || Estimated Time: 1 day, 14:26:06
2023-07-31 19:27:39,218 semantic_segmentation INFO: Iters: 108880/150000 || Lr: 0.006240 || Task Loss: 0.1884 || KD Loss: 0.0348|| 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: 4 days, 5:44:46 || Estimated Time: 1 day, 14:25:32
2023-07-31 19:28:11,369 semantic_segmentation INFO: Iters: 108890/150000 || Lr: 0.006239 || Task Loss: 0.2055 || KD Loss: 0.0572|| 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: 4 days, 5:45:18 || Estimated Time: 1 day, 14:24:58
2023-07-31 19:28:43,535 semantic_segmentation INFO: Iters: 108900/150000 || Lr: 0.006238 || Task Loss: 0.1735 || KD Loss: 0.0368|| 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: 4 days, 5:45:50 || Estimated Time: 1 day, 14:24:24
2023-07-31 19:29:15,693 semantic_segmentation INFO: Iters: 108910/150000 || Lr: 0.006236 || Task Loss: 0.2202 || KD Loss: 0.0453|| 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: 4 days, 5:46:22 || Estimated Time: 1 day, 14:23:49
2023-07-31 19:29:47,947 semantic_segmentation INFO: Iters: 108920/150000 || Lr: 0.006235 || Task Loss: 0.2142 || KD Loss: 0.0468|| 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: 4 days, 5:46:54 || Estimated Time: 1 day, 14:23:15
2023-07-31 19:30:20,200 semantic_segmentation INFO: Iters: 108930/150000 || Lr: 0.006233 || Task Loss: 0.2054 || KD Loss: 0.0363|| 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: 4 days, 5:47:27 || Estimated Time: 1 day, 14:22:41
2023-07-31 19:30:52,506 semantic_segmentation INFO: Iters: 108940/150000 || Lr: 0.006232 || Task Loss: 0.2242 || KD Loss: 0.0425|| 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: 4 days, 5:47:59 || Estimated Time: 1 day, 14:22:07
2023-07-31 19:31:24,837 semantic_segmentation INFO: Iters: 108950/150000 || Lr: 0.006231 || Task Loss: 0.1846 || KD Loss: 0.0366|| 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: 4 days, 5:48:31 || Estimated Time: 1 day, 14:21:33
2023-07-31 19:31:57,090 semantic_segmentation INFO: Iters: 108960/150000 || Lr: 0.006229 || Task Loss: 0.2042 || KD Loss: 0.0404|| 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: 4 days, 5:49:03 || Estimated Time: 1 day, 14:20:59
2023-07-31 19:32:29,425 semantic_segmentation INFO: Iters: 108970/150000 || Lr: 0.006228 || Task Loss: 0.1497 || KD Loss: 0.0329|| 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: 4 days, 5:49:36 || Estimated Time: 1 day, 14:20:24
2023-07-31 19:33:01,644 semantic_segmentation INFO: Iters: 108980/150000 || Lr: 0.006227 || Task Loss: 0.1682 || KD Loss: 0.0536|| 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: 4 days, 5:50:08 || Estimated Time: 1 day, 14:19:50
2023-07-31 19:33:33,780 semantic_segmentation INFO: Iters: 108990/150000 || Lr: 0.006225 || Task Loss: 0.1479 || KD Loss: 0.0402|| 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: 4 days, 5:50:40 || Estimated Time: 1 day, 14:19:16
2023-07-31 19:34:06,073 semantic_segmentation INFO: Iters: 109000/150000 || Lr: 0.006224 || Task Loss: 0.1483 || KD Loss: 0.0305|| 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: 4 days, 5:51:12 || Estimated Time: 1 day, 14:18:42
2023-07-31 19:34:38,853 semantic_segmentation INFO: Iters: 109010/150000 || Lr: 0.006223 || Task Loss: 0.1296 || KD Loss: 0.0253|| 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: 4 days, 5:51:45 || Estimated Time: 1 day, 14:18:08
2023-07-31 19:35:11,419 semantic_segmentation INFO: Iters: 109020/150000 || Lr: 0.006221 || Task Loss: 0.1401 || KD Loss: 0.0283|| 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 days, 5:52:18 || Estimated Time: 1 day, 14:17:34
2023-07-31 19:35:43,586 semantic_segmentation INFO: Iters: 109030/150000 || Lr: 0.006220 || Task Loss: 0.1732 || KD Loss: 0.0372|| 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: 4 days, 5:52:50 || Estimated Time: 1 day, 14:17:00
2023-07-31 19:36:15,815 semantic_segmentation INFO: Iters: 109040/150000 || Lr: 0.006218 || Task Loss: 0.2145 || KD Loss: 0.0380|| 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: 4 days, 5:53:22 || Estimated Time: 1 day, 14:16:26
2023-07-31 19:36:48,061 semantic_segmentation INFO: Iters: 109050/150000 || Lr: 0.006217 || Task Loss: 0.1849 || KD Loss: 0.0447|| 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 days, 5:53:54 || Estimated Time: 1 day, 14:15:51
2023-07-31 19:37:20,309 semantic_segmentation INFO: Iters: 109060/150000 || Lr: 0.006216 || Task Loss: 0.1316 || KD Loss: 0.0480|| 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: 4 days, 5:54:27 || Estimated Time: 1 day, 14:15:17
2023-07-31 19:37:52,446 semantic_segmentation INFO: Iters: 109070/150000 || Lr: 0.006214 || Task Loss: 0.1865 || KD Loss: 0.0338|| 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: 4 days, 5:54:59 || Estimated Time: 1 day, 14:14:43
2023-07-31 19:38:24,657 semantic_segmentation INFO: Iters: 109080/150000 || Lr: 0.006213 || Task Loss: 0.2164 || KD Loss: 0.0481|| 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: 4 days, 5:55:31 || Estimated Time: 1 day, 14:14:09
2023-07-31 19:38:56,878 semantic_segmentation INFO: Iters: 109090/150000 || Lr: 0.006212 || Task Loss: 0.1919 || KD Loss: 0.0369|| 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: 4 days, 5:56:03 || Estimated Time: 1 day, 14:13:35
2023-07-31 19:39:29,079 semantic_segmentation INFO: Iters: 109100/150000 || Lr: 0.006210 || Task Loss: 0.2345 || KD Loss: 0.0419|| 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: 4 days, 5:56:35 || Estimated Time: 1 day, 14:13:01
2023-07-31 19:40:01,312 semantic_segmentation INFO: Iters: 109110/150000 || Lr: 0.006209 || Task Loss: 0.2040 || KD Loss: 0.0502|| 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: 4 days, 5:57:08 || Estimated Time: 1 day, 14:12:26
2023-07-31 19:40:33,544 semantic_segmentation INFO: Iters: 109120/150000 || Lr: 0.006208 || Task Loss: 0.1551 || KD Loss: 0.0363|| 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: 4 days, 5:57:40 || Estimated Time: 1 day, 14:11:52
2023-07-31 19:41:05,748 semantic_segmentation INFO: Iters: 109130/150000 || Lr: 0.006206 || Task Loss: 0.1386 || KD Loss: 0.0415|| 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: 4 days, 5:58:12 || Estimated Time: 1 day, 14:11:18
2023-07-31 19:41:38,162 semantic_segmentation INFO: Iters: 109140/150000 || Lr: 0.006205 || Task Loss: 0.1409 || KD Loss: 0.0287|| 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: 4 days, 5:58:45 || Estimated Time: 1 day, 14:10:44
2023-07-31 19:42:10,827 semantic_segmentation INFO: Iters: 109150/150000 || Lr: 0.006203 || Task Loss: 0.1953 || KD Loss: 0.0340|| 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: 4 days, 5:59:17 || Estimated Time: 1 day, 14:10:10
2023-07-31 19:42:43,493 semantic_segmentation INFO: Iters: 109160/150000 || Lr: 0.006202 || Task Loss: 0.1551 || KD Loss: 0.0420|| 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: 4 days, 5:59:50 || Estimated Time: 1 day, 14:09:36
2023-07-31 19:43:15,690 semantic_segmentation INFO: Iters: 109170/150000 || Lr: 0.006201 || Task Loss: 0.1937 || KD Loss: 0.0526|| 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: 4 days, 6:00:22 || Estimated Time: 1 day, 14:09:02
2023-07-31 19:43:47,852 semantic_segmentation INFO: Iters: 109180/150000 || Lr: 0.006199 || Task Loss: 0.1713 || KD Loss: 0.0316|| 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: 4 days, 6:00:54 || Estimated Time: 1 day, 14:08:28
2023-07-31 19:44:19,974 semantic_segmentation INFO: Iters: 109190/150000 || Lr: 0.006198 || Task Loss: 0.1704 || KD Loss: 0.0372|| 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: 4 days, 6:01:26 || Estimated Time: 1 day, 14:07:53
2023-07-31 19:44:52,147 semantic_segmentation INFO: Iters: 109200/150000 || Lr: 0.006197 || Task Loss: 0.1545 || KD Loss: 0.0358|| 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: 4 days, 6:01:59 || Estimated Time: 1 day, 14:07:19
2023-07-31 19:45:24,327 semantic_segmentation INFO: Iters: 109210/150000 || Lr: 0.006195 || Task Loss: 0.1504 || KD Loss: 0.0321|| 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: 4 days, 6:02:31 || Estimated Time: 1 day, 14:06:45
2023-07-31 19:45:56,501 semantic_segmentation INFO: Iters: 109220/150000 || Lr: 0.006194 || Task Loss: 0.1297 || KD Loss: 0.0310|| 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: 4 days, 6:03:03 || Estimated Time: 1 day, 14:06:11
2023-07-31 19:46:28,809 semantic_segmentation INFO: Iters: 109230/150000 || Lr: 0.006192 || Task Loss: 0.1846 || KD Loss: 0.0394|| 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: 4 days, 6:03:35 || Estimated Time: 1 day, 14:05:37
2023-07-31 19:47:01,066 semantic_segmentation INFO: Iters: 109240/150000 || Lr: 0.006191 || Task Loss: 0.1995 || KD Loss: 0.0325|| 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: 4 days, 6:04:07 || Estimated Time: 1 day, 14:05:03
2023-07-31 19:47:33,271 semantic_segmentation INFO: Iters: 109250/150000 || Lr: 0.006190 || Task Loss: 0.1736 || KD Loss: 0.0328|| 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: 4 days, 6:04:40 || Estimated Time: 1 day, 14:04:28
2023-07-31 19:48:05,457 semantic_segmentation INFO: Iters: 109260/150000 || Lr: 0.006188 || Task Loss: 0.1608 || KD Loss: 0.0469|| 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: 4 days, 6:05:12 || Estimated Time: 1 day, 14:03:54
2023-07-31 19:48:37,608 semantic_segmentation INFO: Iters: 109270/150000 || Lr: 0.006187 || Task Loss: 0.2250 || KD Loss: 0.0411|| 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: 4 days, 6:05:44 || Estimated Time: 1 day, 14:03:20
2023-07-31 19:49:10,009 semantic_segmentation INFO: Iters: 109280/150000 || Lr: 0.006186 || Task Loss: 0.1528 || KD Loss: 0.0381|| 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: 4 days, 6:06:16 || Estimated Time: 1 day, 14:02:46
2023-07-31 19:49:42,673 semantic_segmentation INFO: Iters: 109290/150000 || Lr: 0.006184 || Task Loss: 0.1808 || KD Loss: 0.0370|| 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: 4 days, 6:06:49 || Estimated Time: 1 day, 14:02:12
2023-07-31 19:50:15,215 semantic_segmentation INFO: Iters: 109300/150000 || Lr: 0.006183 || Task Loss: 0.1453 || KD Loss: 0.0330|| 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: 4 days, 6:07:22 || Estimated Time: 1 day, 14:01:38
2023-07-31 19:50:47,363 semantic_segmentation INFO: Iters: 109310/150000 || Lr: 0.006182 || Task Loss: 0.1878 || KD Loss: 0.0410|| 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: 4 days, 6:07:54 || Estimated Time: 1 day, 14:01:04
2023-07-31 19:51:19,550 semantic_segmentation INFO: Iters: 109320/150000 || Lr: 0.006180 || Task Loss: 0.1811 || KD Loss: 0.0369|| 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: 4 days, 6:08:26 || Estimated Time: 1 day, 14:00:29
2023-07-31 19:51:51,801 semantic_segmentation INFO: Iters: 109330/150000 || Lr: 0.006179 || Task Loss: 0.2060 || KD Loss: 0.0584|| 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: 4 days, 6:08:58 || Estimated Time: 1 day, 13:59:55
2023-07-31 19:52:24,062 semantic_segmentation INFO: Iters: 109340/150000 || Lr: 0.006177 || Task Loss: 0.1159 || KD Loss: 0.0517|| 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: 4 days, 6:09:30 || Estimated Time: 1 day, 13:59:21
2023-07-31 19:52:56,320 semantic_segmentation INFO: Iters: 109350/150000 || Lr: 0.006176 || Task Loss: 0.1553 || KD Loss: 0.0314|| 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: 4 days, 6:10:03 || Estimated Time: 1 day, 13:58:47
2023-07-31 19:53:28,535 semantic_segmentation INFO: Iters: 109360/150000 || Lr: 0.006175 || Task Loss: 0.1883 || KD Loss: 0.0387|| 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: 4 days, 6:10:35 || Estimated Time: 1 day, 13:58:13
2023-07-31 19:54:00,639 semantic_segmentation INFO: Iters: 109370/150000 || Lr: 0.006173 || Task Loss: 0.1963 || KD Loss: 0.0458|| 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: 4 days, 6:11:07 || Estimated Time: 1 day, 13:57:39
2023-07-31 19:54:32,735 semantic_segmentation INFO: Iters: 109380/150000 || Lr: 0.006172 || Task Loss: 0.1590 || KD Loss: 0.0475|| 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: 4 days, 6:11:39 || Estimated Time: 1 day, 13:57:04
2023-07-31 19:55:04,916 semantic_segmentation INFO: Iters: 109390/150000 || Lr: 0.006171 || Task Loss: 0.2345 || KD Loss: 0.0504|| 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: 4 days, 6:12:11 || Estimated Time: 1 day, 13:56:30
2023-07-31 19:55:37,006 semantic_segmentation INFO: Iters: 109400/150000 || Lr: 0.006169 || Task Loss: 0.2060 || KD Loss: 0.0670|| 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: 4 days, 6:12:43 || Estimated Time: 1 day, 13:55:56
2023-07-31 19:56:09,112 semantic_segmentation INFO: Iters: 109410/150000 || Lr: 0.006168 || Task Loss: 0.2100 || KD Loss: 0.0487|| 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: 4 days, 6:13:15 || Estimated Time: 1 day, 13:55:22
2023-07-31 19:56:41,458 semantic_segmentation INFO: Iters: 109420/150000 || Lr: 0.006166 || Task Loss: 0.2943 || KD Loss: 0.0741|| 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: 4 days, 6:13:48 || Estimated Time: 1 day, 13:54:48
2023-07-31 19:57:14,150 semantic_segmentation INFO: Iters: 109430/150000 || Lr: 0.006165 || Task Loss: 0.2086 || KD Loss: 0.0375|| 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: 4 days, 6:14:21 || Estimated Time: 1 day, 13:54:14
2023-07-31 19:57:46,692 semantic_segmentation INFO: Iters: 109440/150000 || Lr: 0.006164 || Task Loss: 0.1772 || KD Loss: 0.0486|| 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: 4 days, 6:14:53 || Estimated Time: 1 day, 13:53:40
2023-07-31 19:58:18,799 semantic_segmentation INFO: Iters: 109450/150000 || Lr: 0.006162 || Task Loss: 0.1428 || KD Loss: 0.0610|| 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: 4 days, 6:15:25 || Estimated Time: 1 day, 13:53:06
2023-07-31 19:58:50,904 semantic_segmentation INFO: Iters: 109460/150000 || Lr: 0.006161 || Task Loss: 0.1852 || KD Loss: 0.0493|| 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: 4 days, 6:15:57 || Estimated Time: 1 day, 13:52:31
2023-07-31 19:59:22,972 semantic_segmentation INFO: Iters: 109470/150000 || Lr: 0.006160 || Task Loss: 0.2300 || KD Loss: 0.0533|| 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: 4 days, 6:16:29 || Estimated Time: 1 day, 13:51:57
2023-07-31 19:59:55,176 semantic_segmentation INFO: Iters: 109480/150000 || Lr: 0.006158 || Task Loss: 0.2531 || KD Loss: 0.0661|| 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: 4 days, 6:17:02 || Estimated Time: 1 day, 13:51:23
2023-07-31 20:00:27,367 semantic_segmentation INFO: Iters: 109490/150000 || Lr: 0.006157 || Task Loss: 0.1991 || KD Loss: 0.0536|| 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: 4 days, 6:17:34 || Estimated Time: 1 day, 13:50:49
2023-07-31 20:00:59,475 semantic_segmentation INFO: Iters: 109500/150000 || Lr: 0.006156 || Task Loss: 0.2302 || KD Loss: 0.0588|| 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: 4 days, 6:18:06 || Estimated Time: 1 day, 13:50:15
2023-07-31 20:01:31,612 semantic_segmentation INFO: Iters: 109510/150000 || Lr: 0.006154 || Task Loss: 0.2184 || KD Loss: 0.0703|| 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: 4 days, 6:18:38 || Estimated Time: 1 day, 13:49:40
2023-07-31 20:02:03,731 semantic_segmentation INFO: Iters: 109520/150000 || Lr: 0.006153 || Task Loss: 0.2501 || KD Loss: 0.0805|| 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: 4 days, 6:19:10 || Estimated Time: 1 day, 13:49:06
2023-07-31 20:02:35,787 semantic_segmentation INFO: Iters: 109530/150000 || Lr: 0.006151 || Task Loss: 0.2222 || KD Loss: 0.0416|| 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: 4 days, 6:19:42 || Estimated Time: 1 day, 13:48:32
2023-07-31 20:03:07,901 semantic_segmentation INFO: Iters: 109540/150000 || Lr: 0.006150 || Task Loss: 0.2074 || KD Loss: 0.0530|| 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: 4 days, 6:20:14 || Estimated Time: 1 day, 13:47:58
2023-07-31 20:03:40,037 semantic_segmentation INFO: Iters: 109550/150000 || Lr: 0.006149 || Task Loss: 0.1682 || KD Loss: 0.0440|| 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: 4 days, 6:20:46 || Estimated Time: 1 day, 13:47:24
2023-07-31 20:04:12,345 semantic_segmentation INFO: Iters: 109560/150000 || Lr: 0.006147 || Task Loss: 0.1496 || KD Loss: 0.0434|| 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: 4 days, 6:21:19 || Estimated Time: 1 day, 13:46:49
2023-07-31 20:04:44,974 semantic_segmentation INFO: Iters: 109570/150000 || Lr: 0.006146 || Task Loss: 0.1804 || KD Loss: 0.0366|| 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: 4 days, 6:21:51 || Estimated Time: 1 day, 13:46:15
2023-07-31 20:05:17,274 semantic_segmentation INFO: Iters: 109580/150000 || Lr: 0.006145 || Task Loss: 0.2292 || KD Loss: 0.0594|| 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: 4 days, 6:22:24 || Estimated Time: 1 day, 13:45:41
2023-07-31 20:05:49,417 semantic_segmentation INFO: Iters: 109590/150000 || Lr: 0.006143 || Task Loss: 0.1978 || KD Loss: 0.0534|| 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: 4 days, 6:22:56 || Estimated Time: 1 day, 13:45:07
2023-07-31 20:06:21,501 semantic_segmentation INFO: Iters: 109600/150000 || Lr: 0.006142 || Task Loss: 0.2345 || KD Loss: 0.0479|| 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: 4 days, 6:23:28 || Estimated Time: 1 day, 13:44:33
2023-07-31 20:06:21,566 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 20:06:22,491 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.410
2023-07-31 20:06:22,607 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.510
2023-07-31 20:06:22,719 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.519
2023-07-31 20:06:22,825 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.545
2023-07-31 20:06:22,927 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.550
2023-07-31 20:06:23,044 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.553
2023-07-31 20:06:23,155 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.590
2023-07-31 20:06:23,261 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.634
2023-07-31 20:06:23,368 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.650
2023-07-31 20:06:23,476 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.967, mIoU: 0.689
2023-07-31 20:06:23,585 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.698
2023-07-31 20:06:23,694 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.964, mIoU: 0.717
2023-07-31 20:06:23,803 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.964, mIoU: 0.722
2023-07-31 20:06:23,910 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.713
2023-07-31 20:06:24,017 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.716
2023-07-31 20:06:24,121 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.705
2023-07-31 20:06:24,224 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.709
2023-07-31 20:06:24,326 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.709
2023-07-31 20:06:24,429 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.715
2023-07-31 20:06:24,531 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.721
2023-07-31 20:06:24,635 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.721
2023-07-31 20:06:24,738 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.722
2023-07-31 20:06:24,842 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.719
2023-07-31 20:06:24,947 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.727
2023-07-31 20:06:25,054 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.950, mIoU: 0.742
2023-07-31 20:06:25,160 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.743
2023-07-31 20:06:25,270 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.728
2023-07-31 20:06:25,388 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.949, mIoU: 0.724
2023-07-31 20:06:25,495 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-31 20:06:25,598 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-31 20:06:25,711 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.949, mIoU: 0.735
2023-07-31 20:06:25,820 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-31 20:06:25,928 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.733
2023-07-31 20:06:26,036 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.732
2023-07-31 20:06:26,147 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.733
2023-07-31 20:06:26,257 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.732
2023-07-31 20:06:26,365 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.728
2023-07-31 20:06:26,473 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.727
2023-07-31 20:06:26,576 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.719
2023-07-31 20:06:26,678 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.720
2023-07-31 20:06:26,780 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-31 20:06:26,882 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.720
2023-07-31 20:06:26,984 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.721
2023-07-31 20:06:27,088 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.722
2023-07-31 20:06:27,191 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 20:06:27,295 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.720
2023-07-31 20:06:27,398 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.721
2023-07-31 20:06:27,505 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.719
2023-07-31 20:06:27,608 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.721
2023-07-31 20:06:27,714 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.724
2023-07-31 20:06:27,824 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.724
2023-07-31 20:06:27,937 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.727
2023-07-31 20:06:28,055 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.728
2023-07-31 20:06:28,161 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-31 20:06:28,265 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-31 20:06:28,374 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.949, mIoU: 0.729
2023-07-31 20:06:28,485 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.729
2023-07-31 20:06:28,595 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-31 20:06:28,705 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-31 20:06:28,816 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 20:06:28,926 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-31 20:06:29,033 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.739
2023-07-31 20:06:29,140 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 20:06:29,253 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 20:06:29,360 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.948, mIoU: 0.741
2023-07-31 20:06:29,468 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.948, mIoU: 0.740
2023-07-31 20:06:29,580 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.947, mIoU: 0.739
2023-07-31 20:06:29,693 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.947, mIoU: 0.740
2023-07-31 20:06:29,799 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.947, mIoU: 0.738
2023-07-31 20:06:29,905 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.947, mIoU: 0.738
2023-07-31 20:06:30,012 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.947, mIoU: 0.738
2023-07-31 20:06:30,122 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 20:06:30,233 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-31 20:06:30,342 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-31 20:06:30,451 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.947, mIoU: 0.738
2023-07-31 20:06:30,567 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.947, mIoU: 0.737
2023-07-31 20:06:30,674 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-31 20:06:30,783 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.948, mIoU: 0.737
2023-07-31 20:06:30,886 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.948, mIoU: 0.736
2023-07-31 20:06:30,990 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 20:06:31,095 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.947, mIoU: 0.739
2023-07-31 20:06:31,201 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 20:06:31,305 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.948, mIoU: 0.738
2023-07-31 20:06:31,412 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.947, mIoU: 0.736
2023-07-31 20:06:31,521 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.944, mIoU: 0.731
2023-07-31 20:06:31,631 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.944, mIoU: 0.731
2023-07-31 20:06:31,739 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.944, mIoU: 0.731
2023-07-31 20:06:31,853 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.945, mIoU: 0.731
2023-07-31 20:06:31,964 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.944, mIoU: 0.729
2023-07-31 20:06:32,073 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.944, mIoU: 0.728
2023-07-31 20:06:32,184 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.945, mIoU: 0.729
2023-07-31 20:06:32,289 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-31 20:06:32,397 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-31 20:06:32,501 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-31 20:06:32,608 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-31 20:06:32,715 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-31 20:06:32,818 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-31 20:06:32,921 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.945, mIoU: 0.750
2023-07-31 20:06:33,024 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.945, mIoU: 0.748
2023-07-31 20:06:33,128 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.945, mIoU: 0.749
2023-07-31 20:06:33,231 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.943, mIoU: 0.749
2023-07-31 20:06:33,334 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-31 20:06:33,437 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-31 20:06:33,543 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-31 20:06:33,648 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-31 20:06:33,753 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-31 20:06:33,856 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-31 20:06:33,960 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-31 20:06:34,065 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.944, mIoU: 0.748
2023-07-31 20:06:34,170 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-31 20:06:34,275 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.943, mIoU: 0.748
2023-07-31 20:06:34,382 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-31 20:06:34,492 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.943, mIoU: 0.747
2023-07-31 20:06:34,610 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.944, mIoU: 0.747
2023-07-31 20:06:34,717 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-31 20:06:34,822 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.944, mIoU: 0.746
2023-07-31 20:06:34,929 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-31 20:06:35,039 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.944, mIoU: 0.741
2023-07-31 20:06:35,149 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-31 20:06:35,256 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-31 20:06:35,362 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.943, mIoU: 0.740
2023-07-31 20:06:35,467 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-31 20:06:35,571 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.943, mIoU: 0.739
2023-07-31 20:06:35,677 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.943, mIoU: 0.741
2023-07-31 20:06:35,780 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.944, mIoU: 0.741
2023-07-31 20:06:35,883 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.943, mIoU: 0.742
2023-07-31 20:06:35,991 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-31 20:06:36,095 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.943, mIoU: 0.744
2023-07-31 20:06:36,198 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-31 20:06:36,303 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.943, mIoU: 0.743
2023-07-31 20:06:36,406 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-31 20:06:36,510 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-31 20:06:36,621 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-31 20:06:36,724 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.944, mIoU: 0.742
2023-07-31 20:06:36,828 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.944, mIoU: 0.742
2023-07-31 20:06:36,931 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.945, mIoU: 0.742
2023-07-31 20:06:37,034 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.945, mIoU: 0.742
2023-07-31 20:06:37,138 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.944, mIoU: 0.741
2023-07-31 20:06:37,242 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.944, mIoU: 0.741
2023-07-31 20:06:37,350 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-31 20:06:37,468 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.944, mIoU: 0.744
2023-07-31 20:06:37,574 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.945, mIoU: 0.743
2023-07-31 20:06:37,684 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.945, mIoU: 0.743
2023-07-31 20:06:37,792 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.945, mIoU: 0.743
2023-07-31 20:06:37,903 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.945, mIoU: 0.743
2023-07-31 20:06:38,013 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.945, mIoU: 0.744
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2023-07-31 20:06:58,568 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.947, mIoU: 0.733
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2023-07-31 20:06:58,784 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-31 20:06:58,891 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-31 20:06:59,003 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-31 20:06:59,112 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.947, mIoU: 0.733
2023-07-31 20:06:59,222 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.947, mIoU: 0.734
2023-07-31 20:06:59,327 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.947, mIoU: 0.734
2023-07-31 20:06:59,431 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 20:06:59,537 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 20:06:59,641 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 20:06:59,744 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 20:06:59,847 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 20:06:59,951 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 20:07:00,056 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 20:07:00,162 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 20:07:00,265 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 20:07:00,371 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 20:07:00,475 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 20:07:00,578 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 20:07:00,682 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-31 20:07:00,786 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-31 20:07:00,890 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 20:07:00,996 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 20:07:01,104 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-31 20:07:01,210 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-31 20:07:01,322 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-31 20:07:01,440 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-31 20:07:01,552 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-31 20:07:01,660 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-31 20:07:01,770 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-31 20:07:01,878 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-31 20:07:01,985 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-31 20:07:02,091 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-31 20:07:02,197 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-31 20:07:02,302 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-31 20:07:02,405 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-31 20:07:02,511 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-31 20:07:02,615 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.949, mIoU: 0.736
2023-07-31 20:07:02,720 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-31 20:07:02,825 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-31 20:07:02,930 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-31 20:07:03,042 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.949, mIoU: 0.737
2023-07-31 20:07:03,146 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-31 20:07:03,250 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-31 20:07:03,356 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-31 20:07:03,467 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.950, mIoU: 0.738
2023-07-31 20:07:03,581 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.949, mIoU: 0.738
2023-07-31 20:07:03,698 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.950, mIoU: 0.738
2023-07-31 20:07:03,808 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.950, mIoU: 0.738
2023-07-31 20:07:03,919 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.950, mIoU: 0.738
2023-07-31 20:07:04,034 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.950, mIoU: 0.738
2023-07-31 20:07:04,145 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 20:07:04,251 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 20:07:04,356 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 20:07:04,459 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 20:07:04,568 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 20:07:04,672 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 20:07:04,777 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 20:07:04,882 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 20:07:04,987 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 20:07:05,094 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 20:07:05,199 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 20:07:05,305 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 20:07:05,414 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 20:07:05,529 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.951, mIoU: 0.739
2023-07-31 20:07:05,638 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.951, mIoU: 0.739
2023-07-31 20:07:05,749 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.951, mIoU: 0.739
2023-07-31 20:07:05,860 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 20:07:05,970 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 20:07:06,088 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 20:07:06,199 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 20:07:06,310 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 20:07:06,414 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 20:07:06,521 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 20:07:06,630 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 20:07:06,741 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 20:07:06,857 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 20:07:06,975 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 20:07:07,089 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 20:07:07,199 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 20:07:07,311 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 20:07:07,421 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 20:07:07,528 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 20:07:07,636 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 20:07:07,741 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 20:07:07,848 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 20:07:07,953 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 20:07:08,058 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 20:07:08,166 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 20:07:08,276 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 20:07:08,392 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 20:07:08,503 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 20:07:08,616 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 20:07:08,726 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 20:07:08,840 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 20:07:08,951 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 20:07:09,064 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 20:07:09,177 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 20:07:09,286 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 20:07:09,398 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 20:07:09,508 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 20:07:09,618 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 20:07:09,729 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 20:07:09,841 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 20:07:09,953 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 20:07:10,064 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 20:07:10,175 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 20:07:10,286 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 20:07:10,395 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 20:07:10,502 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 20:07:10,609 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 20:07:10,715 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 20:07:10,818 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 20:07:10,924 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 20:07:11,027 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 20:07:11,136 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.953, mIoU: 0.741
2023-07-31 20:07:11,247 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-31 20:07:11,360 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-31 20:07:11,475 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-31 20:07:11,586 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-31 20:07:11,691 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 20:07:11,801 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 20:07:11,911 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 20:07:12,024 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 20:07:12,137 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 20:07:12,247 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 20:07:12,358 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 20:07:12,463 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 20:07:12,570 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 20:07:12,676 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 20:07:12,786 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 20:07:12,901 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 20:07:13,007 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 20:07:13,115 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 20:07:13,234 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 20:07:13,345 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 20:07:13,457 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 20:07:13,569 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 20:07:13,676 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 20:07:13,783 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 20:07:13,887 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 20:07:13,992 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 20:07:14,098 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 20:07:14,212 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 20:07:14,326 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 20:07:14,434 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.743
2023-07-31 20:07:14,538 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 20:07:14,650 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 20:07:14,765 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 20:07:14,874 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-31 20:07:14,983 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-31 20:07:15,092 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 20:07:15,203 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 20:07:15,310 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-31 20:07:15,416 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 20:07:15,518 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-31 20:07:15,621 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-31 20:07:15,724 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-31 20:07:15,827 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-31 20:07:15,935 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-31 20:07:16,037 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.954, mIoU: 0.744
2023-07-31 20:07:48,566 semantic_segmentation INFO: Iters: 109610/150000 || Lr: 0.006141 || Task Loss: 0.2236 || KD Loss: 0.0400|| 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 days, 6:24:55 || Estimated Time: 1 day, 13:44:19
2023-07-31 20:08:20,590 semantic_segmentation INFO: Iters: 109620/150000 || Lr: 0.006139 || Task Loss: 0.1564 || KD Loss: 0.0316|| 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: 4 days, 6:25:27 || Estimated Time: 1 day, 13:43:45
2023-07-31 20:08:52,578 semantic_segmentation INFO: Iters: 109630/150000 || Lr: 0.006138 || Task Loss: 0.1436 || KD Loss: 0.0274|| 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: 4 days, 6:25:59 || Estimated Time: 1 day, 13:43:11
2023-07-31 20:09:24,539 semantic_segmentation INFO: Iters: 109640/150000 || Lr: 0.006136 || Task Loss: 0.1382 || KD Loss: 0.0326|| 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: 4 days, 6:26:31 || Estimated Time: 1 day, 13:42:36
2023-07-31 20:09:56,555 semantic_segmentation INFO: Iters: 109650/150000 || Lr: 0.006135 || Task Loss: 0.1672 || KD Loss: 0.0360|| 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: 4 days, 6:27:03 || Estimated Time: 1 day, 13:42:02
2023-07-31 20:10:28,561 semantic_segmentation INFO: Iters: 109660/150000 || Lr: 0.006134 || Task Loss: 0.1691 || KD Loss: 0.0306|| 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: 4 days, 6:27:35 || Estimated Time: 1 day, 13:41:28
2023-07-31 20:11:00,525 semantic_segmentation INFO: Iters: 109670/150000 || Lr: 0.006132 || Task Loss: 0.1885 || KD Loss: 0.0420|| 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: 4 days, 6:28:07 || Estimated Time: 1 day, 13:40:54
2023-07-31 20:11:32,544 semantic_segmentation INFO: Iters: 109680/150000 || Lr: 0.006131 || Task Loss: 0.1757 || KD Loss: 0.0356|| 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: 4 days, 6:28:39 || Estimated Time: 1 day, 13:40:19
2023-07-31 20:12:05,235 semantic_segmentation INFO: Iters: 109690/150000 || Lr: 0.006130 || Task Loss: 0.1610 || KD Loss: 0.0397|| 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: 4 days, 6:29:12 || Estimated Time: 1 day, 13:39:45
2023-07-31 20:12:37,908 semantic_segmentation INFO: Iters: 109700/150000 || Lr: 0.006128 || Task Loss: 0.1704 || KD Loss: 0.1167|| 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: 4 days, 6:29:44 || Estimated Time: 1 day, 13:39:11
2023-07-31 20:13:09,989 semantic_segmentation INFO: Iters: 109710/150000 || Lr: 0.006127 || Task Loss: 0.2598 || KD Loss: 0.0544|| 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: 4 days, 6:30:16 || Estimated Time: 1 day, 13:38:37
2023-07-31 20:13:42,091 semantic_segmentation INFO: Iters: 109720/150000 || Lr: 0.006125 || Task Loss: 0.1736 || KD Loss: 0.0379|| 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: 4 days, 6:30:48 || Estimated Time: 1 day, 13:38:03
2023-07-31 20:14:14,273 semantic_segmentation INFO: Iters: 109730/150000 || Lr: 0.006124 || Task Loss: 0.1948 || KD Loss: 0.0465|| 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: 4 days, 6:31:21 || Estimated Time: 1 day, 13:37:29
2023-07-31 20:14:46,341 semantic_segmentation INFO: Iters: 109740/150000 || Lr: 0.006123 || Task Loss: 0.2525 || KD Loss: 0.0622|| 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: 4 days, 6:31:53 || Estimated Time: 1 day, 13:36:55
2023-07-31 20:15:18,474 semantic_segmentation INFO: Iters: 109750/150000 || Lr: 0.006121 || Task Loss: 0.1601 || KD Loss: 0.0303|| 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: 4 days, 6:32:25 || Estimated Time: 1 day, 13:36:20
2023-07-31 20:15:50,571 semantic_segmentation INFO: Iters: 109760/150000 || Lr: 0.006120 || Task Loss: 0.1631 || KD Loss: 0.0378|| 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 days, 6:32:57 || Estimated Time: 1 day, 13:35:46
2023-07-31 20:16:22,732 semantic_segmentation INFO: Iters: 109770/150000 || Lr: 0.006119 || Task Loss: 0.1846 || KD Loss: 0.0355|| 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: 4 days, 6:33:29 || Estimated Time: 1 day, 13:35:12
2023-07-31 20:16:54,784 semantic_segmentation INFO: Iters: 109780/150000 || Lr: 0.006117 || Task Loss: 0.1681 || KD Loss: 0.0426|| 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: 4 days, 6:34:01 || Estimated Time: 1 day, 13:34:38
2023-07-31 20:17:26,909 semantic_segmentation INFO: Iters: 109790/150000 || Lr: 0.006116 || Task Loss: 0.2828 || KD Loss: 0.0548|| 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: 4 days, 6:34:33 || Estimated Time: 1 day, 13:34:04
2023-07-31 20:17:58,898 semantic_segmentation INFO: Iters: 109800/150000 || Lr: 0.006115 || Task Loss: 0.2009 || KD Loss: 0.0580|| 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: 4 days, 6:35:05 || Estimated Time: 1 day, 13:33:29
2023-07-31 20:18:30,941 semantic_segmentation INFO: Iters: 109810/150000 || Lr: 0.006113 || Task Loss: 0.1359 || KD Loss: 0.0390|| 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: 4 days, 6:35:37 || Estimated Time: 1 day, 13:32:55
2023-07-31 20:19:03,143 semantic_segmentation INFO: Iters: 109820/150000 || Lr: 0.006112 || Task Loss: 0.2105 || KD Loss: 0.0561|| 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: 4 days, 6:36:09 || Estimated Time: 1 day, 13:32:21
2023-07-31 20:19:35,814 semantic_segmentation INFO: Iters: 109830/150000 || Lr: 0.006110 || Task Loss: 0.2188 || KD Loss: 0.0541|| 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: 4 days, 6:36:42 || Estimated Time: 1 day, 13:31:47
2023-07-31 20:20:08,325 semantic_segmentation INFO: Iters: 109840/150000 || Lr: 0.006109 || Task Loss: 0.1057 || KD Loss: 0.0243|| 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: 4 days, 6:37:15 || Estimated Time: 1 day, 13:31:13
2023-07-31 20:20:40,377 semantic_segmentation INFO: Iters: 109850/150000 || Lr: 0.006108 || Task Loss: 0.1703 || KD Loss: 0.0292|| 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: 4 days, 6:37:47 || Estimated Time: 1 day, 13:30:39
2023-07-31 20:21:12,451 semantic_segmentation INFO: Iters: 109860/150000 || Lr: 0.006106 || Task Loss: 0.1955 || KD Loss: 0.0459|| 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: 4 days, 6:38:19 || Estimated Time: 1 day, 13:30:05
2023-07-31 20:21:44,574 semantic_segmentation INFO: Iters: 109870/150000 || Lr: 0.006105 || Task Loss: 0.1633 || KD Loss: 0.0336|| 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: 4 days, 6:38:51 || Estimated Time: 1 day, 13:29:30
2023-07-31 20:22:16,545 semantic_segmentation INFO: Iters: 109880/150000 || Lr: 0.006104 || Task Loss: 0.2551 || KD Loss: 0.0472|| 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: 4 days, 6:39:23 || Estimated Time: 1 day, 13:28:56
2023-07-31 20:22:48,616 semantic_segmentation INFO: Iters: 109890/150000 || Lr: 0.006102 || Task Loss: 0.2534 || KD Loss: 0.0499|| 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: 4 days, 6:39:55 || Estimated Time: 1 day, 13:28:22
2023-07-31 20:23:20,638 semantic_segmentation INFO: Iters: 109900/150000 || Lr: 0.006101 || Task Loss: 0.1834 || KD Loss: 0.0324|| 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: 4 days, 6:40:27 || Estimated Time: 1 day, 13:27:48
2023-07-31 20:23:52,667 semantic_segmentation INFO: Iters: 109910/150000 || Lr: 0.006099 || Task Loss: 0.1848 || KD Loss: 0.0447|| 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: 4 days, 6:40:59 || Estimated Time: 1 day, 13:27:14
2023-07-31 20:24:24,644 semantic_segmentation INFO: Iters: 109920/150000 || Lr: 0.006098 || Task Loss: 0.2113 || KD Loss: 0.0388|| 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: 4 days, 6:41:31 || Estimated Time: 1 day, 13:26:39
2023-07-31 20:24:56,674 semantic_segmentation INFO: Iters: 109930/150000 || Lr: 0.006097 || Task Loss: 0.1670 || KD Loss: 0.0403|| 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: 4 days, 6:42:03 || Estimated Time: 1 day, 13:26:05
2023-07-31 20:25:28,802 semantic_segmentation INFO: Iters: 109940/150000 || Lr: 0.006095 || Task Loss: 0.1544 || KD Loss: 0.0297|| 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: 4 days, 6:42:35 || Estimated Time: 1 day, 13:25:31
2023-07-31 20:26:00,778 semantic_segmentation INFO: Iters: 109950/150000 || Lr: 0.006094 || Task Loss: 0.1718 || KD Loss: 0.0425|| 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: 4 days, 6:43:07 || Estimated Time: 1 day, 13:24:57
2023-07-31 20:26:32,983 semantic_segmentation INFO: Iters: 109960/150000 || Lr: 0.006093 || Task Loss: 0.1895 || KD Loss: 0.0519|| 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: 4 days, 6:43:39 || Estimated Time: 1 day, 13:24:22
2023-07-31 20:27:05,675 semantic_segmentation INFO: Iters: 109970/150000 || Lr: 0.006091 || Task Loss: 0.3032 || KD Loss: 0.0939|| 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: 4 days, 6:44:12 || Estimated Time: 1 day, 13:23:48
2023-07-31 20:27:38,144 semantic_segmentation INFO: Iters: 109980/150000 || Lr: 0.006090 || Task Loss: 0.1654 || KD Loss: 0.0332|| 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: 4 days, 6:44:44 || Estimated Time: 1 day, 13:23:14
2023-07-31 20:28:10,130 semantic_segmentation INFO: Iters: 109990/150000 || Lr: 0.006088 || Task Loss: 0.1872 || KD Loss: 0.0371|| 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: 4 days, 6:45:16 || Estimated Time: 1 day, 13:22:40
2023-07-31 20:28:42,137 semantic_segmentation INFO: Iters: 110000/150000 || Lr: 0.006087 || Task Loss: 0.2098 || KD Loss: 0.0403|| 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: 4 days, 6:45:48 || Estimated Time: 1 day, 13:22:06
2023-07-31 20:29:14,202 semantic_segmentation INFO: Iters: 110010/150000 || Lr: 0.006086 || Task Loss: 0.2102 || KD Loss: 0.0390|| 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: 4 days, 6:46:21 || Estimated Time: 1 day, 13:21:32
2023-07-31 20:29:46,259 semantic_segmentation INFO: Iters: 110020/150000 || Lr: 0.006084 || Task Loss: 0.1805 || KD Loss: 0.0521|| 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: 4 days, 6:46:53 || Estimated Time: 1 day, 13:20:58
2023-07-31 20:30:18,372 semantic_segmentation INFO: Iters: 110030/150000 || Lr: 0.006083 || Task Loss: 0.1307 || KD Loss: 0.0265|| 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: 4 days, 6:47:25 || Estimated Time: 1 day, 13:20:23
2023-07-31 20:30:50,370 semantic_segmentation INFO: Iters: 110040/150000 || Lr: 0.006082 || Task Loss: 0.0980 || KD Loss: 0.0294|| 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: 4 days, 6:47:57 || Estimated Time: 1 day, 13:19:49
2023-07-31 20:31:22,415 semantic_segmentation INFO: Iters: 110050/150000 || Lr: 0.006080 || Task Loss: 0.1768 || KD Loss: 0.0563|| 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: 4 days, 6:48:29 || Estimated Time: 1 day, 13:19:15
2023-07-31 20:31:54,467 semantic_segmentation INFO: Iters: 110060/150000 || Lr: 0.006079 || Task Loss: 0.1344 || KD Loss: 0.0376|| 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: 4 days, 6:49:01 || Estimated Time: 1 day, 13:18:41
2023-07-31 20:32:26,397 semantic_segmentation INFO: Iters: 110070/150000 || Lr: 0.006078 || Task Loss: 0.1452 || KD Loss: 0.0334|| 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: 4 days, 6:49:33 || Estimated Time: 1 day, 13:18:07
2023-07-31 20:32:58,416 semantic_segmentation INFO: Iters: 110080/150000 || Lr: 0.006076 || Task Loss: 0.1519 || KD Loss: 0.0467|| 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: 4 days, 6:50:05 || Estimated Time: 1 day, 13:17:32
2023-07-31 20:33:30,312 semantic_segmentation INFO: Iters: 110090/150000 || Lr: 0.006075 || Task Loss: 0.2004 || KD Loss: 0.0405|| 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: 4 days, 6:50:37 || Estimated Time: 1 day, 13:16:58
2023-07-31 20:34:02,483 semantic_segmentation INFO: Iters: 110100/150000 || Lr: 0.006073 || Task Loss: 0.1464 || KD Loss: 0.0467|| 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: 4 days, 6:51:09 || Estimated Time: 1 day, 13:16:24
2023-07-31 20:34:35,128 semantic_segmentation INFO: Iters: 110110/150000 || Lr: 0.006072 || Task Loss: 0.1858 || KD Loss: 0.0310|| 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: 4 days, 6:51:41 || Estimated Time: 1 day, 13:15:50
2023-07-31 20:35:07,489 semantic_segmentation INFO: Iters: 110120/150000 || Lr: 0.006071 || Task Loss: 0.2104 || KD Loss: 0.0449|| 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: 4 days, 6:52:14 || Estimated Time: 1 day, 13:15:16
2023-07-31 20:35:39,437 semantic_segmentation INFO: Iters: 110130/150000 || Lr: 0.006069 || Task Loss: 0.1299 || KD Loss: 0.0277|| 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: 4 days, 6:52:46 || Estimated Time: 1 day, 13:14:42
2023-07-31 20:36:11,495 semantic_segmentation INFO: Iters: 110140/150000 || Lr: 0.006068 || Task Loss: 0.1625 || KD Loss: 0.0403|| 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: 4 days, 6:53:18 || Estimated Time: 1 day, 13:14:07
2023-07-31 20:36:43,527 semantic_segmentation INFO: Iters: 110150/150000 || Lr: 0.006067 || Task Loss: 0.1902 || KD Loss: 0.0373|| 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: 4 days, 6:53:50 || Estimated Time: 1 day, 13:13:33
2023-07-31 20:37:15,603 semantic_segmentation INFO: Iters: 110160/150000 || Lr: 0.006065 || Task Loss: 0.1870 || KD Loss: 0.0351|| 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: 4 days, 6:54:22 || Estimated Time: 1 day, 13:12:59
2023-07-31 20:37:47,597 semantic_segmentation INFO: Iters: 110170/150000 || Lr: 0.006064 || Task Loss: 0.1814 || KD Loss: 0.0412|| 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: 4 days, 6:54:54 || Estimated Time: 1 day, 13:12:25
2023-07-31 20:38:19,656 semantic_segmentation INFO: Iters: 110180/150000 || Lr: 0.006062 || Task Loss: 0.1704 || KD Loss: 0.0373|| 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: 4 days, 6:55:26 || Estimated Time: 1 day, 13:11:51
2023-07-31 20:38:51,682 semantic_segmentation INFO: Iters: 110190/150000 || Lr: 0.006061 || Task Loss: 0.1243 || KD Loss: 0.0207|| 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: 4 days, 6:55:58 || Estimated Time: 1 day, 13:11:16
2023-07-31 20:39:23,847 semantic_segmentation INFO: Iters: 110200/150000 || Lr: 0.006060 || Task Loss: 0.1688 || KD Loss: 0.0314|| 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: 4 days, 6:56:30 || Estimated Time: 1 day, 13:10:42
2023-07-31 20:39:55,932 semantic_segmentation INFO: Iters: 110210/150000 || Lr: 0.006058 || Task Loss: 0.1867 || KD Loss: 0.0397|| 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: 4 days, 6:57:02 || Estimated Time: 1 day, 13:10:08
2023-07-31 20:40:27,987 semantic_segmentation INFO: Iters: 110220/150000 || Lr: 0.006057 || Task Loss: 0.1383 || KD Loss: 0.0359|| 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: 4 days, 6:57:34 || Estimated Time: 1 day, 13:09:34
2023-07-31 20:41:00,014 semantic_segmentation INFO: Iters: 110230/150000 || Lr: 0.006056 || Task Loss: 0.2137 || KD Loss: 0.0463|| 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: 4 days, 6:58:06 || Estimated Time: 1 day, 13:09:00
2023-07-31 20:41:32,273 semantic_segmentation INFO: Iters: 110240/150000 || Lr: 0.006054 || Task Loss: 0.1430 || KD Loss: 0.0378|| 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: 4 days, 6:58:39 || Estimated Time: 1 day, 13:08:25
2023-07-31 20:42:04,837 semantic_segmentation INFO: Iters: 110250/150000 || Lr: 0.006053 || Task Loss: 0.1639 || KD Loss: 0.0378|| 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: 4 days, 6:59:11 || Estimated Time: 1 day, 13:07:51
2023-07-31 20:42:37,258 semantic_segmentation INFO: Iters: 110260/150000 || Lr: 0.006051 || Task Loss: 0.2173 || KD Loss: 0.0609|| 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: 4 days, 6:59:44 || Estimated Time: 1 day, 13:07:17
2023-07-31 20:43:09,313 semantic_segmentation INFO: Iters: 110270/150000 || Lr: 0.006050 || Task Loss: 0.1399 || KD Loss: 0.0330|| 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: 4 days, 7:00:16 || Estimated Time: 1 day, 13:06:43
2023-07-31 20:43:41,402 semantic_segmentation INFO: Iters: 110280/150000 || Lr: 0.006049 || Task Loss: 0.1825 || KD Loss: 0.0398|| 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: 4 days, 7:00:48 || Estimated Time: 1 day, 13:06:09
2023-07-31 20:44:13,418 semantic_segmentation INFO: Iters: 110290/150000 || Lr: 0.006047 || Task Loss: 0.1774 || KD Loss: 0.0356|| 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: 4 days, 7:01:20 || Estimated Time: 1 day, 13:05:35
2023-07-31 20:44:45,518 semantic_segmentation INFO: Iters: 110300/150000 || Lr: 0.006046 || Task Loss: 0.1634 || KD Loss: 0.0374|| 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: 4 days, 7:01:52 || Estimated Time: 1 day, 13:05:01
2023-07-31 20:45:17,714 semantic_segmentation INFO: Iters: 110310/150000 || Lr: 0.006045 || Task Loss: 0.1504 || KD Loss: 0.0338|| 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: 4 days, 7:02:24 || Estimated Time: 1 day, 13:04:26
2023-07-31 20:45:49,924 semantic_segmentation INFO: Iters: 110320/150000 || Lr: 0.006043 || Task Loss: 0.1587 || KD Loss: 0.0292|| 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: 4 days, 7:02:56 || Estimated Time: 1 day, 13:03:52
2023-07-31 20:46:21,990 semantic_segmentation INFO: Iters: 110330/150000 || Lr: 0.006042 || Task Loss: 0.1499 || KD Loss: 0.0503|| 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: 4 days, 7:03:28 || Estimated Time: 1 day, 13:03:18
2023-07-31 20:46:54,132 semantic_segmentation INFO: Iters: 110340/150000 || Lr: 0.006041 || Task Loss: 0.1684 || KD Loss: 0.0338|| 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: 4 days, 7:04:00 || Estimated Time: 1 day, 13:02:44
2023-07-31 20:47:26,234 semantic_segmentation INFO: Iters: 110350/150000 || Lr: 0.006039 || Task Loss: 0.1464 || KD Loss: 0.0350|| 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: 4 days, 7:04:33 || Estimated Time: 1 day, 13:02:10
2023-07-31 20:47:58,377 semantic_segmentation INFO: Iters: 110360/150000 || Lr: 0.006038 || Task Loss: 0.1539 || KD Loss: 0.0441|| 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: 4 days, 7:05:05 || Estimated Time: 1 day, 13:01:36
2023-07-31 20:48:30,444 semantic_segmentation INFO: Iters: 110370/150000 || Lr: 0.006036 || Task Loss: 0.1567 || KD Loss: 0.0701|| 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: 4 days, 7:05:37 || Estimated Time: 1 day, 13:01:02
2023-07-31 20:49:02,759 semantic_segmentation INFO: Iters: 110380/150000 || Lr: 0.006035 || Task Loss: 0.1825 || KD Loss: 0.0440|| 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: 4 days, 7:06:09 || Estimated Time: 1 day, 13:00:27
2023-07-31 20:49:35,535 semantic_segmentation INFO: Iters: 110390/150000 || Lr: 0.006034 || Task Loss: 0.1703 || KD Loss: 0.0420|| 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: 4 days, 7:06:42 || Estimated Time: 1 day, 12:59:53
2023-07-31 20:50:07,868 semantic_segmentation INFO: Iters: 110400/150000 || Lr: 0.006032 || Task Loss: 0.1821 || KD Loss: 0.0373|| 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: 4 days, 7:07:14 || Estimated Time: 1 day, 12:59:19
2023-07-31 20:50:07,940 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 20:50:08,860 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.409
2023-07-31 20:50:08,966 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.510
2023-07-31 20:50:09,073 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.521
2023-07-31 20:50:09,181 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.543
2023-07-31 20:50:09,286 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.536
2023-07-31 20:50:09,390 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.540
2023-07-31 20:50:09,495 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.581
2023-07-31 20:50:09,596 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.629
2023-07-31 20:50:09,700 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.674
2023-07-31 20:50:09,802 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.721
2023-07-31 20:50:09,904 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.727
2023-07-31 20:50:10,008 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.750
2023-07-31 20:50:10,111 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.753
2023-07-31 20:50:10,214 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.745
2023-07-31 20:50:10,323 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.745
2023-07-31 20:50:10,425 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.733
2023-07-31 20:50:10,529 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.734
2023-07-31 20:50:10,631 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.736
2023-07-31 20:50:10,734 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.744
2023-07-31 20:50:10,840 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.751
2023-07-31 20:50:10,945 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.750
2023-07-31 20:50:11,047 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-31 20:50:11,150 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.728
2023-07-31 20:50:11,254 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 20:50:11,365 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.950, mIoU: 0.749
2023-07-31 20:50:11,471 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.750
2023-07-31 20:50:11,583 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.731
2023-07-31 20:50:11,696 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-31 20:50:11,803 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.731
2023-07-31 20:50:11,907 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-31 20:50:12,019 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.735
2023-07-31 20:50:12,125 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.732
2023-07-31 20:50:12,234 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 20:50:12,345 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 20:50:12,451 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.734
2023-07-31 20:50:12,559 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.734
2023-07-31 20:50:12,661 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.731
2023-07-31 20:50:12,770 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.730
2023-07-31 20:50:12,877 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.724
2023-07-31 20:50:12,980 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.725
2023-07-31 20:50:13,083 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.726
2023-07-31 20:50:13,188 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-31 20:50:13,295 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.726
2023-07-31 20:50:13,403 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.727
2023-07-31 20:50:13,509 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-31 20:50:13,613 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.727
2023-07-31 20:50:13,719 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.727
2023-07-31 20:50:13,826 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.725
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2023-07-31 20:50:14,920 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.739
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2023-07-31 20:50:56,341 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.954, mIoU: 0.755
2023-07-31 20:50:56,447 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.954, mIoU: 0.755
2023-07-31 20:50:56,552 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 20:50:56,664 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.954, mIoU: 0.755
2023-07-31 20:50:56,778 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 20:50:56,889 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.955, mIoU: 0.756
2023-07-31 20:50:56,999 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.955, mIoU: 0.756
2023-07-31 20:50:57,111 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.955, mIoU: 0.756
2023-07-31 20:50:57,219 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.955, mIoU: 0.756
2023-07-31 20:50:57,325 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 20:50:57,431 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 20:50:57,533 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.955, mIoU: 0.756
2023-07-31 20:50:57,640 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.955, mIoU: 0.756
2023-07-31 20:50:57,748 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.955, mIoU: 0.756
2023-07-31 20:50:57,863 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.955, mIoU: 0.756
2023-07-31 20:50:57,977 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.955, mIoU: 0.756
2023-07-31 20:50:58,087 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.955, mIoU: 0.756
2023-07-31 20:50:58,188 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.955, mIoU: 0.757
2023-07-31 20:50:58,295 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.955, mIoU: 0.757
2023-07-31 20:50:58,405 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.955, mIoU: 0.757
2023-07-31 20:50:58,514 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.955, mIoU: 0.757
2023-07-31 20:50:58,623 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.955, mIoU: 0.757
2023-07-31 20:50:58,730 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.955, mIoU: 0.757
2023-07-31 20:50:58,835 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.955, mIoU: 0.757
2023-07-31 20:50:58,940 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.955, mIoU: 0.758
2023-07-31 20:50:59,046 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.955, mIoU: 0.757
2023-07-31 20:50:59,151 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.955, mIoU: 0.757
2023-07-31 20:50:59,257 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.955, mIoU: 0.757
2023-07-31 20:50:59,362 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.955, mIoU: 0.757
2023-07-31 20:50:59,465 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.955, mIoU: 0.757
2023-07-31 20:50:59,570 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.955, mIoU: 0.757
2023-07-31 20:50:59,673 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.955, mIoU: 0.757
2023-07-31 20:50:59,775 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.955, mIoU: 0.757
2023-07-31 20:50:59,886 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.955, mIoU: 0.757
2023-07-31 20:50:59,991 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.955, mIoU: 0.757
2023-07-31 20:51:00,099 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.955, mIoU: 0.758
2023-07-31 20:51:00,204 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.955, mIoU: 0.758
2023-07-31 20:51:00,313 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.956, mIoU: 0.758
2023-07-31 20:51:00,429 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.956, mIoU: 0.758
2023-07-31 20:51:00,536 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.956, mIoU: 0.758
2023-07-31 20:51:00,643 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.956, mIoU: 0.758
2023-07-31 20:51:00,754 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.956, mIoU: 0.758
2023-07-31 20:51:00,865 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.956, mIoU: 0.757
2023-07-31 20:51:00,975 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.955, mIoU: 0.758
2023-07-31 20:51:01,087 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.956, mIoU: 0.758
2023-07-31 20:51:01,196 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.956, mIoU: 0.758
2023-07-31 20:51:01,304 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.956, mIoU: 0.758
2023-07-31 20:51:01,407 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.956, mIoU: 0.758
2023-07-31 20:51:01,510 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.956, mIoU: 0.759
2023-07-31 20:51:01,613 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.956, mIoU: 0.759
2023-07-31 20:51:01,716 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.956, mIoU: 0.759
2023-07-31 20:51:01,820 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.956, mIoU: 0.759
2023-07-31 20:51:01,924 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.956, mIoU: 0.759
2023-07-31 20:51:02,028 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.956, mIoU: 0.759
2023-07-31 20:51:02,134 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.956, mIoU: 0.759
2023-07-31 20:51:02,237 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.956, mIoU: 0.759
2023-07-31 20:51:02,340 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.956, mIoU: 0.759
2023-07-31 20:51:02,442 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.956, mIoU: 0.759
2023-07-31 20:51:35,198 semantic_segmentation INFO: Iters: 110410/150000 || Lr: 0.006031 || Task Loss: 0.1640 || KD Loss: 0.0333|| 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: 4 days, 7:08:42 || Estimated Time: 1 day, 12:59:05
2023-07-31 20:52:07,365 semantic_segmentation INFO: Iters: 110420/150000 || Lr: 0.006030 || Task Loss: 0.1779 || KD Loss: 0.0378|| 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: 4 days, 7:09:14 || Estimated Time: 1 day, 12:58:31
2023-07-31 20:52:39,823 semantic_segmentation INFO: Iters: 110430/150000 || Lr: 0.006028 || Task Loss: 0.1612 || KD Loss: 0.0410|| 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: 4 days, 7:09:46 || Estimated Time: 1 day, 12:57:57
2023-07-31 20:53:11,927 semantic_segmentation INFO: Iters: 110440/150000 || Lr: 0.006027 || Task Loss: 0.1812 || KD Loss: 0.0377|| 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: 4 days, 7:10:18 || Estimated Time: 1 day, 12:57:23
2023-07-31 20:53:43,894 semantic_segmentation INFO: Iters: 110450/150000 || Lr: 0.006025 || Task Loss: 0.2142 || KD Loss: 0.0298|| 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: 4 days, 7:10:50 || Estimated Time: 1 day, 12:56:48
2023-07-31 20:54:15,867 semantic_segmentation INFO: Iters: 110460/150000 || Lr: 0.006024 || Task Loss: 0.1962 || KD Loss: 0.0383|| 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: 4 days, 7:11:22 || Estimated Time: 1 day, 12:56:14
2023-07-31 20:54:47,869 semantic_segmentation INFO: Iters: 110470/150000 || Lr: 0.006023 || Task Loss: 0.2087 || KD Loss: 0.0480|| 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: 4 days, 7:11:54 || Estimated Time: 1 day, 12:55:40
2023-07-31 20:55:19,891 semantic_segmentation INFO: Iters: 110480/150000 || Lr: 0.006021 || Task Loss: 0.1498 || KD Loss: 0.0383|| 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: 4 days, 7:12:26 || Estimated Time: 1 day, 12:55:06
2023-07-31 20:55:51,816 semantic_segmentation INFO: Iters: 110490/150000 || Lr: 0.006020 || Task Loss: 0.1840 || KD Loss: 0.0471|| 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: 4 days, 7:12:58 || Estimated Time: 1 day, 12:54:32
2023-07-31 20:56:23,972 semantic_segmentation INFO: Iters: 110500/150000 || Lr: 0.006019 || Task Loss: 0.1616 || KD Loss: 0.0386|| 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: 4 days, 7:13:30 || Estimated Time: 1 day, 12:53:57
2023-07-31 20:56:56,553 semantic_segmentation INFO: Iters: 110510/150000 || Lr: 0.006017 || Task Loss: 0.1633 || KD Loss: 0.0295|| 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: 4 days, 7:14:03 || Estimated Time: 1 day, 12:53:23
2023-07-31 20:57:29,010 semantic_segmentation INFO: Iters: 110520/150000 || Lr: 0.006016 || Task Loss: 0.1923 || KD Loss: 0.0367|| 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: 4 days, 7:14:35 || Estimated Time: 1 day, 12:52:49
2023-07-31 20:58:01,024 semantic_segmentation INFO: Iters: 110530/150000 || Lr: 0.006014 || Task Loss: 0.1442 || KD Loss: 0.0286|| 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: 4 days, 7:15:07 || Estimated Time: 1 day, 12:52:15
2023-07-31 20:58:32,996 semantic_segmentation INFO: Iters: 110540/150000 || Lr: 0.006013 || Task Loss: 0.1280 || KD Loss: 0.0522|| 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: 4 days, 7:15:39 || Estimated Time: 1 day, 12:51:41
2023-07-31 20:59:05,167 semantic_segmentation INFO: Iters: 110550/150000 || Lr: 0.006012 || Task Loss: 0.1748 || KD Loss: 0.0578|| 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: 4 days, 7:16:12 || Estimated Time: 1 day, 12:51:07
2023-07-31 20:59:37,291 semantic_segmentation INFO: Iters: 110560/150000 || Lr: 0.006010 || Task Loss: 0.1819 || KD Loss: 0.0307|| 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: 4 days, 7:16:44 || Estimated Time: 1 day, 12:50:33
2023-07-31 21:00:09,351 semantic_segmentation INFO: Iters: 110570/150000 || Lr: 0.006009 || Task Loss: 0.1995 || KD Loss: 0.0421|| 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: 4 days, 7:17:16 || Estimated Time: 1 day, 12:49:58
2023-07-31 21:00:41,413 semantic_segmentation INFO: Iters: 110580/150000 || Lr: 0.006008 || Task Loss: 0.2224 || KD Loss: 0.0359|| 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: 4 days, 7:17:48 || Estimated Time: 1 day, 12:49:24
2023-07-31 21:01:13,547 semantic_segmentation INFO: Iters: 110590/150000 || Lr: 0.006006 || Task Loss: 0.1753 || KD Loss: 0.0397|| 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: 4 days, 7:18:20 || Estimated Time: 1 day, 12:48:50
2023-07-31 21:01:45,607 semantic_segmentation INFO: Iters: 110600/150000 || Lr: 0.006005 || Task Loss: 0.1647 || KD Loss: 0.0319|| 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: 4 days, 7:18:52 || Estimated Time: 1 day, 12:48:16
2023-07-31 21:02:17,716 semantic_segmentation INFO: Iters: 110610/150000 || Lr: 0.006004 || Task Loss: 0.1958 || KD Loss: 0.0415|| 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: 4 days, 7:19:24 || Estimated Time: 1 day, 12:47:42
2023-07-31 21:02:49,838 semantic_segmentation INFO: Iters: 110620/150000 || Lr: 0.006002 || Task Loss: 0.2274 || KD Loss: 0.0530|| 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: 4 days, 7:19:56 || Estimated Time: 1 day, 12:47:08
2023-07-31 21:03:21,951 semantic_segmentation INFO: Iters: 110630/150000 || Lr: 0.006001 || Task Loss: 0.2059 || KD Loss: 0.0389|| 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: 4 days, 7:20:28 || Estimated Time: 1 day, 12:46:33
2023-07-31 21:03:54,210 semantic_segmentation INFO: Iters: 110640/150000 || Lr: 0.005999 || Task Loss: 0.1593 || KD Loss: 0.0374|| 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: 4 days, 7:21:01 || Estimated Time: 1 day, 12:45:59
2023-07-31 21:04:26,854 semantic_segmentation INFO: Iters: 110650/150000 || Lr: 0.005998 || Task Loss: 0.1481 || KD Loss: 0.0471|| 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: 4 days, 7:21:33 || Estimated Time: 1 day, 12:45:25
2023-07-31 21:04:59,218 semantic_segmentation INFO: Iters: 110660/150000 || Lr: 0.005997 || Task Loss: 0.1739 || KD Loss: 0.0390|| 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: 4 days, 7:22:06 || Estimated Time: 1 day, 12:44:51
2023-07-31 21:05:31,166 semantic_segmentation INFO: Iters: 110670/150000 || Lr: 0.005995 || Task Loss: 0.2565 || KD Loss: 0.0920|| 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: 4 days, 7:22:38 || Estimated Time: 1 day, 12:44:17
2023-07-31 21:06:03,249 semantic_segmentation INFO: Iters: 110680/150000 || Lr: 0.005994 || Task Loss: 0.2054 || KD Loss: 0.0661|| 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: 4 days, 7:23:10 || Estimated Time: 1 day, 12:43:43
2023-07-31 21:06:35,271 semantic_segmentation INFO: Iters: 110690/150000 || Lr: 0.005993 || Task Loss: 0.3862 || KD Loss: 0.1297|| 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: 4 days, 7:23:42 || Estimated Time: 1 day, 12:43:09
2023-07-31 21:07:07,491 semantic_segmentation INFO: Iters: 110700/150000 || Lr: 0.005991 || Task Loss: 0.1752 || KD Loss: 0.0523|| 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 days, 7:24:14 || Estimated Time: 1 day, 12:42:34
2023-07-31 21:07:39,593 semantic_segmentation INFO: Iters: 110710/150000 || Lr: 0.005990 || Task Loss: 0.2137 || KD Loss: 0.0424|| 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: 4 days, 7:24:46 || Estimated Time: 1 day, 12:42:00
2023-07-31 21:08:11,646 semantic_segmentation INFO: Iters: 110720/150000 || Lr: 0.005988 || Task Loss: 0.1596 || KD Loss: 0.0357|| 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: 4 days, 7:25:18 || Estimated Time: 1 day, 12:41:26
2023-07-31 21:08:43,696 semantic_segmentation INFO: Iters: 110730/150000 || Lr: 0.005987 || Task Loss: 0.2084 || KD Loss: 0.0996|| 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: 4 days, 7:25:50 || Estimated Time: 1 day, 12:40:52
2023-07-31 21:09:15,813 semantic_segmentation INFO: Iters: 110740/150000 || Lr: 0.005986 || Task Loss: 0.2024 || KD Loss: 0.0400|| 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: 4 days, 7:26:22 || Estimated Time: 1 day, 12:40:18
2023-07-31 21:09:47,980 semantic_segmentation INFO: Iters: 110750/150000 || Lr: 0.005984 || Task Loss: 0.1750 || KD Loss: 0.0387|| 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: 4 days, 7:26:54 || Estimated Time: 1 day, 12:39:44
2023-07-31 21:10:20,143 semantic_segmentation INFO: Iters: 110760/150000 || Lr: 0.005983 || Task Loss: 0.1604 || KD Loss: 0.0355|| 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: 4 days, 7:27:26 || Estimated Time: 1 day, 12:39:09
2023-07-31 21:10:52,242 semantic_segmentation INFO: Iters: 110770/150000 || Lr: 0.005982 || Task Loss: 0.1967 || KD Loss: 0.0370|| 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: 4 days, 7:27:59 || Estimated Time: 1 day, 12:38:35
2023-07-31 21:11:24,677 semantic_segmentation INFO: Iters: 110780/150000 || Lr: 0.005980 || Task Loss: 0.2248 || KD Loss: 0.0434|| 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: 4 days, 7:28:31 || Estimated Time: 1 day, 12:38:01
2023-07-31 21:11:57,367 semantic_segmentation INFO: Iters: 110790/150000 || Lr: 0.005979 || Task Loss: 0.2451 || KD Loss: 0.0552|| 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: 4 days, 7:29:04 || Estimated Time: 1 day, 12:37:27
2023-07-31 21:12:29,801 semantic_segmentation INFO: Iters: 110800/150000 || Lr: 0.005977 || Task Loss: 0.1723 || KD Loss: 0.0437|| 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: 4 days, 7:29:36 || Estimated Time: 1 day, 12:36:53
2023-07-31 21:13:01,867 semantic_segmentation INFO: Iters: 110810/150000 || Lr: 0.005976 || Task Loss: 0.2818 || KD Loss: 0.0542|| 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: 4 days, 7:30:08 || Estimated Time: 1 day, 12:36:19
2023-07-31 21:13:33,894 semantic_segmentation INFO: Iters: 110820/150000 || Lr: 0.005975 || Task Loss: 0.2057 || KD Loss: 0.0433|| 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: 4 days, 7:30:40 || Estimated Time: 1 day, 12:35:45
2023-07-31 21:14:05,958 semantic_segmentation INFO: Iters: 110830/150000 || Lr: 0.005973 || Task Loss: 0.1635 || KD Loss: 0.0348|| 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: 4 days, 7:31:12 || Estimated Time: 1 day, 12:35:11
2023-07-31 21:14:37,966 semantic_segmentation INFO: Iters: 110840/150000 || Lr: 0.005972 || Task Loss: 0.1447 || KD Loss: 0.0289|| 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: 4 days, 7:31:44 || Estimated Time: 1 day, 12:34:36
2023-07-31 21:15:10,083 semantic_segmentation INFO: Iters: 110850/150000 || Lr: 0.005971 || Task Loss: 0.1936 || KD Loss: 0.0417|| 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: 4 days, 7:32:16 || Estimated Time: 1 day, 12:34:02
2023-07-31 21:15:42,190 semantic_segmentation INFO: Iters: 110860/150000 || Lr: 0.005969 || Task Loss: 0.1751 || KD Loss: 0.0435|| 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: 4 days, 7:32:49 || Estimated Time: 1 day, 12:33:28
2023-07-31 21:16:14,424 semantic_segmentation INFO: Iters: 110870/150000 || Lr: 0.005968 || Task Loss: 0.1897 || KD Loss: 0.0491|| 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: 4 days, 7:33:21 || Estimated Time: 1 day, 12:32:54
2023-07-31 21:16:46,565 semantic_segmentation INFO: Iters: 110880/150000 || Lr: 0.005966 || Task Loss: 0.2261 || 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: 4 days, 7:33:53 || Estimated Time: 1 day, 12:32:20
2023-07-31 21:17:18,607 semantic_segmentation INFO: Iters: 110890/150000 || Lr: 0.005965 || Task Loss: 0.6111 || KD Loss: 0.0371|| 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: 4 days, 7:34:25 || Estimated Time: 1 day, 12:31:46
2023-07-31 21:17:50,616 semantic_segmentation INFO: Iters: 110900/150000 || Lr: 0.005964 || Task Loss: 0.1721 || KD Loss: 0.0512|| 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: 4 days, 7:34:57 || Estimated Time: 1 day, 12:31:12
2023-07-31 21:18:22,651 semantic_segmentation INFO: Iters: 110910/150000 || Lr: 0.005962 || Task Loss: 0.2524 || KD Loss: 0.0634|| 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: 4 days, 7:35:29 || Estimated Time: 1 day, 12:30:37
2023-07-31 21:18:55,008 semantic_segmentation INFO: Iters: 110920/150000 || Lr: 0.005961 || Task Loss: 0.1726 || KD Loss: 0.0584|| 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: 4 days, 7:36:01 || Estimated Time: 1 day, 12:30:03
2023-07-31 21:19:27,510 semantic_segmentation INFO: Iters: 110930/150000 || Lr: 0.005960 || Task Loss: 0.1996 || KD Loss: 0.0413|| 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: 4 days, 7:36:34 || Estimated Time: 1 day, 12:29:29
2023-07-31 21:19:59,801 semantic_segmentation INFO: Iters: 110940/150000 || Lr: 0.005958 || Task Loss: 0.1784 || KD Loss: 0.0398|| 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: 4 days, 7:37:06 || Estimated Time: 1 day, 12:28:55
2023-07-31 21:20:31,889 semantic_segmentation INFO: Iters: 110950/150000 || Lr: 0.005957 || Task Loss: 0.1926 || KD Loss: 0.0505|| 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: 4 days, 7:37:38 || Estimated Time: 1 day, 12:28:21
2023-07-31 21:21:03,891 semantic_segmentation INFO: Iters: 110960/150000 || Lr: 0.005955 || Task Loss: 0.2406 || KD Loss: 0.0598|| 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: 4 days, 7:38:10 || Estimated Time: 1 day, 12:27:47
2023-07-31 21:21:35,989 semantic_segmentation INFO: Iters: 110970/150000 || Lr: 0.005954 || Task Loss: 0.1973 || KD Loss: 0.0386|| 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: 4 days, 7:38:42 || Estimated Time: 1 day, 12:27:13
2023-07-31 21:22:07,997 semantic_segmentation INFO: Iters: 110980/150000 || Lr: 0.005953 || Task Loss: 0.1824 || KD Loss: 0.0496|| 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: 4 days, 7:39:14 || Estimated Time: 1 day, 12:26:38
2023-07-31 21:22:40,012 semantic_segmentation INFO: Iters: 110990/150000 || Lr: 0.005951 || Task Loss: 0.1907 || KD Loss: 0.0394|| 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: 4 days, 7:39:46 || Estimated Time: 1 day, 12:26:04
2023-07-31 21:23:12,169 semantic_segmentation INFO: Iters: 111000/150000 || Lr: 0.005950 || Task Loss: 0.1673 || KD Loss: 0.0636|| 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: 4 days, 7:40:19 || Estimated Time: 1 day, 12:25:30
2023-07-31 21:23:44,265 semantic_segmentation INFO: Iters: 111010/150000 || Lr: 0.005949 || Task Loss: 0.2430 || KD Loss: 0.0561|| 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: 4 days, 7:40:51 || Estimated Time: 1 day, 12:24:56
2023-07-31 21:24:16,369 semantic_segmentation INFO: Iters: 111020/150000 || Lr: 0.005947 || Task Loss: 0.1233 || KD Loss: 0.0323|| 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: 4 days, 7:41:23 || Estimated Time: 1 day, 12:24:22
2023-07-31 21:24:48,480 semantic_segmentation INFO: Iters: 111030/150000 || Lr: 0.005946 || Task Loss: 0.1725 || KD Loss: 0.0503|| 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: 4 days, 7:41:55 || Estimated Time: 1 day, 12:23:48
2023-07-31 21:25:20,619 semantic_segmentation INFO: Iters: 111040/150000 || Lr: 0.005944 || Task Loss: 0.1414 || KD Loss: 0.0579|| 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: 4 days, 7:42:27 || Estimated Time: 1 day, 12:23:13
2023-07-31 21:25:52,721 semantic_segmentation INFO: Iters: 111050/150000 || Lr: 0.005943 || Task Loss: 0.1533 || KD Loss: 0.0364|| 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: 4 days, 7:42:59 || Estimated Time: 1 day, 12:22:39
2023-07-31 21:26:25,163 semantic_segmentation INFO: Iters: 111060/150000 || Lr: 0.005942 || Task Loss: 0.1161 || KD Loss: 0.0486|| 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: 4 days, 7:43:32 || Estimated Time: 1 day, 12:22:05
2023-07-31 21:26:57,700 semantic_segmentation INFO: Iters: 111070/150000 || Lr: 0.005940 || Task Loss: 0.1493 || KD Loss: 0.0458|| 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: 4 days, 7:44:04 || Estimated Time: 1 day, 12:21:31
2023-07-31 21:27:30,017 semantic_segmentation INFO: Iters: 111080/150000 || Lr: 0.005939 || Task Loss: 0.2285 || KD Loss: 0.0502|| 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: 4 days, 7:44:36 || Estimated Time: 1 day, 12:20:57
2023-07-31 21:28:02,046 semantic_segmentation INFO: Iters: 111090/150000 || Lr: 0.005938 || Task Loss: 0.2420 || KD Loss: 0.0551|| 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: 4 days, 7:45:08 || Estimated Time: 1 day, 12:20:23
2023-07-31 21:28:34,090 semantic_segmentation INFO: Iters: 111100/150000 || Lr: 0.005936 || Task Loss: 0.1765 || KD Loss: 0.0476|| 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: 4 days, 7:45:40 || Estimated Time: 1 day, 12:19:49
2023-07-31 21:29:06,200 semantic_segmentation INFO: Iters: 111110/150000 || Lr: 0.005935 || Task Loss: 0.1920 || KD Loss: 0.0434|| 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: 4 days, 7:46:13 || Estimated Time: 1 day, 12:19:15
2023-07-31 21:29:38,091 semantic_segmentation INFO: Iters: 111120/150000 || Lr: 0.005934 || Task Loss: 0.1922 || KD Loss: 0.0406|| 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: 4 days, 7:46:44 || Estimated Time: 1 day, 12:18:41
2023-07-31 21:30:10,245 semantic_segmentation INFO: Iters: 111130/150000 || Lr: 0.005932 || Task Loss: 0.1761 || KD Loss: 0.0368|| 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: 4 days, 7:47:17 || Estimated Time: 1 day, 12:18:06
2023-07-31 21:30:42,400 semantic_segmentation INFO: Iters: 111140/150000 || Lr: 0.005931 || Task Loss: 0.1650 || KD Loss: 0.0377|| 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: 4 days, 7:47:49 || Estimated Time: 1 day, 12:17:32
2023-07-31 21:31:14,407 semantic_segmentation INFO: Iters: 111150/150000 || Lr: 0.005929 || Task Loss: 0.2010 || KD Loss: 0.0364|| 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: 4 days, 7:48:21 || Estimated Time: 1 day, 12:16:58
2023-07-31 21:31:46,403 semantic_segmentation INFO: Iters: 111160/150000 || Lr: 0.005928 || Task Loss: 0.2494 || KD Loss: 0.0683|| 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: 4 days, 7:48:53 || Estimated Time: 1 day, 12:16:24
2023-07-31 21:32:18,453 semantic_segmentation INFO: Iters: 111170/150000 || Lr: 0.005927 || Task Loss: 0.2036 || KD Loss: 0.0386|| 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: 4 days, 7:49:25 || Estimated Time: 1 day, 12:15:50
2023-07-31 21:32:50,516 semantic_segmentation INFO: Iters: 111180/150000 || Lr: 0.005925 || Task Loss: 0.2129 || KD Loss: 0.0410|| 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 days, 7:49:57 || Estimated Time: 1 day, 12:15:16
2023-07-31 21:33:22,638 semantic_segmentation INFO: Iters: 111190/150000 || Lr: 0.005924 || Task Loss: 0.1445 || KD Loss: 0.0345|| 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: 4 days, 7:50:29 || Estimated Time: 1 day, 12:14:41
2023-07-31 21:33:55,053 semantic_segmentation INFO: Iters: 111200/150000 || Lr: 0.005923 || Task Loss: 0.1628 || KD Loss: 0.0369|| 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: 4 days, 7:51:01 || Estimated Time: 1 day, 12:14:07
2023-07-31 21:33:55,123 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 21:33:56,104 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.965, mIoU: 0.405
2023-07-31 21:33:56,230 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.509
2023-07-31 21:33:56,337 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.972, mIoU: 0.515
2023-07-31 21:33:56,445 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.539
2023-07-31 21:33:56,548 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.972, mIoU: 0.548
2023-07-31 21:33:56,652 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.971, mIoU: 0.551
2023-07-31 21:33:56,760 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.969, mIoU: 0.579
2023-07-31 21:33:56,862 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.969, mIoU: 0.618
2023-07-31 21:33:56,965 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.969, mIoU: 0.661
2023-07-31 21:33:57,068 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.963, mIoU: 0.705
2023-07-31 21:33:57,172 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.963, mIoU: 0.714
2023-07-31 21:33:57,287 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.960, mIoU: 0.726
2023-07-31 21:33:57,390 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.960, mIoU: 0.732
2023-07-31 21:33:57,502 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.958, mIoU: 0.724
2023-07-31 21:33:57,612 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.957, mIoU: 0.725
2023-07-31 21:33:57,723 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.955, mIoU: 0.716
2023-07-31 21:33:57,828 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.954, mIoU: 0.718
2023-07-31 21:33:57,934 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.953, mIoU: 0.718
2023-07-31 21:33:58,045 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.953, mIoU: 0.727
2023-07-31 21:33:58,153 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.954, mIoU: 0.734
2023-07-31 21:33:58,268 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.953, mIoU: 0.734
2023-07-31 21:33:58,378 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.736
2023-07-31 21:33:58,490 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.734
2023-07-31 21:33:58,598 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.741
2023-07-31 21:33:58,707 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.753
2023-07-31 21:33:58,814 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.755
2023-07-31 21:33:58,917 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.741
2023-07-31 21:33:59,024 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.735
2023-07-31 21:33:59,128 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.735
2023-07-31 21:33:59,231 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.745
2023-07-31 21:33:59,338 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.945, mIoU: 0.745
2023-07-31 21:33:59,443 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.944, mIoU: 0.743
2023-07-31 21:33:59,557 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.945, mIoU: 0.744
2023-07-31 21:33:59,668 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.945, mIoU: 0.742
2023-07-31 21:33:59,777 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.945, mIoU: 0.743
2023-07-31 21:33:59,882 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.945, mIoU: 0.742
2023-07-31 21:33:59,990 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.945, mIoU: 0.739
2023-07-31 21:34:00,104 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.943, mIoU: 0.738
2023-07-31 21:34:00,211 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.943, mIoU: 0.730
2023-07-31 21:34:00,329 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.944, mIoU: 0.731
2023-07-31 21:34:00,438 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.731
2023-07-31 21:34:00,552 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.730
2023-07-31 21:34:00,658 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.945, mIoU: 0.731
2023-07-31 21:34:00,767 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.732
2023-07-31 21:34:00,879 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.946, mIoU: 0.731
2023-07-31 21:34:00,986 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.946, mIoU: 0.731
2023-07-31 21:34:01,098 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.946, mIoU: 0.731
2023-07-31 21:34:01,207 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.947, mIoU: 0.730
2023-07-31 21:34:01,320 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.947, mIoU: 0.732
2023-07-31 21:34:01,428 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.946, mIoU: 0.734
2023-07-31 21:34:01,541 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.946, mIoU: 0.734
2023-07-31 21:34:01,649 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.946, mIoU: 0.737
2023-07-31 21:34:01,757 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.946, mIoU: 0.739
2023-07-31 21:34:01,864 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.946, mIoU: 0.741
2023-07-31 21:34:01,971 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.945, mIoU: 0.741
2023-07-31 21:34:02,077 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.945, mIoU: 0.739
2023-07-31 21:34:02,182 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.945, mIoU: 0.740
2023-07-31 21:34:02,292 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.946, mIoU: 0.746
2023-07-31 21:34:02,397 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.946, mIoU: 0.750
2023-07-31 21:34:02,501 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.946, mIoU: 0.748
2023-07-31 21:34:02,614 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.945, mIoU: 0.751
2023-07-31 21:34:02,721 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-31 21:34:02,836 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.945, mIoU: 0.752
2023-07-31 21:34:02,947 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-31 21:34:03,057 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-31 21:34:03,162 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.945, mIoU: 0.756
2023-07-31 21:34:03,277 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-31 21:34:03,394 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.944, mIoU: 0.756
2023-07-31 21:34:03,503 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-31 21:34:03,613 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-31 21:34:03,718 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-31 21:34:03,828 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.945, mIoU: 0.755
2023-07-31 21:34:03,932 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-31 21:34:04,038 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-31 21:34:04,144 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-31 21:34:04,247 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-31 21:34:04,356 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-31 21:34:04,464 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-31 21:34:04,584 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.945, mIoU: 0.753
2023-07-31 21:34:04,688 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.945, mIoU: 0.754
2023-07-31 21:34:04,793 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.944, mIoU: 0.755
2023-07-31 21:34:04,903 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-31 21:34:05,013 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.944, mIoU: 0.754
2023-07-31 21:34:05,127 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.943, mIoU: 0.752
2023-07-31 21:34:05,236 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-31 21:34:05,350 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.941, mIoU: 0.748
2023-07-31 21:34:05,459 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-31 21:34:05,566 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-31 21:34:05,670 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.941, mIoU: 0.747
2023-07-31 21:34:05,773 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-31 21:34:05,882 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.942, mIoU: 0.747
2023-07-31 21:34:05,987 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.942, mIoU: 0.762
2023-07-31 21:34:06,094 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.942, mIoU: 0.762
2023-07-31 21:34:06,202 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.942, mIoU: 0.762
2023-07-31 21:34:06,309 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.943, mIoU: 0.762
2023-07-31 21:34:06,425 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.942, mIoU: 0.762
2023-07-31 21:34:06,530 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.942, mIoU: 0.763
2023-07-31 21:34:06,641 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.943, mIoU: 0.763
2023-07-31 21:34:06,749 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.942, mIoU: 0.762
2023-07-31 21:34:06,861 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.942, mIoU: 0.763
2023-07-31 21:34:06,970 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.940, mIoU: 0.762
2023-07-31 21:34:07,079 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.940, mIoU: 0.760
2023-07-31 21:34:07,191 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.939, mIoU: 0.759
2023-07-31 21:34:07,300 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.939, mIoU: 0.759
2023-07-31 21:34:07,415 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.939, mIoU: 0.759
2023-07-31 21:34:07,518 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.940, mIoU: 0.759
2023-07-31 21:34:07,625 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.940, mIoU: 0.759
2023-07-31 21:34:07,733 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.940, mIoU: 0.760
2023-07-31 21:34:07,845 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.940, mIoU: 0.760
2023-07-31 21:34:07,957 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.940, mIoU: 0.762
2023-07-31 21:34:08,063 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.940, mIoU: 0.762
2023-07-31 21:34:08,175 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.940, mIoU: 0.761
2023-07-31 21:34:08,283 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.941, mIoU: 0.761
2023-07-31 21:34:08,397 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.941, mIoU: 0.761
2023-07-31 21:34:08,508 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.941, mIoU: 0.760
2023-07-31 21:34:08,620 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.941, mIoU: 0.760
2023-07-31 21:34:08,732 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.940, mIoU: 0.754
2023-07-31 21:34:08,838 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.940, mIoU: 0.754
2023-07-31 21:34:08,949 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.940, mIoU: 0.756
2023-07-31 21:34:09,057 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.940, mIoU: 0.755
2023-07-31 21:34:09,170 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.941, mIoU: 0.755
2023-07-31 21:34:09,277 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.940, mIoU: 0.754
2023-07-31 21:34:09,385 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.940, mIoU: 0.754
2023-07-31 21:34:09,506 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.940, mIoU: 0.755
2023-07-31 21:34:09,614 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.941, mIoU: 0.755
2023-07-31 21:34:09,726 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.941, mIoU: 0.758
2023-07-31 21:34:09,833 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.940, mIoU: 0.758
2023-07-31 21:34:09,946 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.941, mIoU: 0.758
2023-07-31 21:34:10,059 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.941, mIoU: 0.758
2023-07-31 21:34:10,179 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.941, mIoU: 0.758
2023-07-31 21:34:10,286 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.941, mIoU: 0.758
2023-07-31 21:34:10,394 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.941, mIoU: 0.758
2023-07-31 21:34:10,503 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.942, mIoU: 0.757
2023-07-31 21:34:10,612 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.942, mIoU: 0.757
2023-07-31 21:34:10,727 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-31 21:34:10,833 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-31 21:34:10,942 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.942, mIoU: 0.754
2023-07-31 21:34:11,050 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-31 21:34:11,165 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.941, mIoU: 0.752
2023-07-31 21:34:11,275 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-31 21:34:11,383 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.941, mIoU: 0.753
2023-07-31 21:34:11,494 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.941, mIoU: 0.753
2023-07-31 21:34:11,601 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.941, mIoU: 0.752
2023-07-31 21:34:11,708 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-31 21:34:11,811 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.942, mIoU: 0.752
2023-07-31 21:34:11,915 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-31 21:34:12,026 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-31 21:34:12,136 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-31 21:34:12,248 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.942, mIoU: 0.753
2023-07-31 21:34:12,355 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.941, mIoU: 0.752
2023-07-31 21:34:12,466 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.941, mIoU: 0.752
2023-07-31 21:34:12,577 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.941, mIoU: 0.752
2023-07-31 21:34:12,685 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.941, mIoU: 0.753
2023-07-31 21:34:12,796 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.941, mIoU: 0.753
2023-07-31 21:34:12,905 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.941, mIoU: 0.753
2023-07-31 21:34:13,019 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.941, mIoU: 0.754
2023-07-31 21:34:13,131 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.941, mIoU: 0.754
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2023-07-31 21:34:34,216 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.946, mIoU: 0.741
2023-07-31 21:34:34,329 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-31 21:34:34,434 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-31 21:34:34,542 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-31 21:34:34,646 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-31 21:34:34,752 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-31 21:34:34,864 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-31 21:34:34,976 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-31 21:34:35,098 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-31 21:34:35,212 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.946, mIoU: 0.742
2023-07-31 21:34:35,332 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.946, mIoU: 0.743
2023-07-31 21:34:35,444 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.946, mIoU: 0.743
2023-07-31 21:34:35,566 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.946, mIoU: 0.743
2023-07-31 21:34:35,682 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.946, mIoU: 0.743
2023-07-31 21:34:35,794 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.946, mIoU: 0.743
2023-07-31 21:34:35,906 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.946, mIoU: 0.743
2023-07-31 21:34:36,016 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.946, mIoU: 0.743
2023-07-31 21:34:36,133 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.946, mIoU: 0.744
2023-07-31 21:34:36,244 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.947, mIoU: 0.744
2023-07-31 21:34:36,358 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.947, mIoU: 0.744
2023-07-31 21:34:36,469 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.947, mIoU: 0.745
2023-07-31 21:34:36,582 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.947, mIoU: 0.745
2023-07-31 21:34:36,691 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.947, mIoU: 0.745
2023-07-31 21:34:36,798 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.947, mIoU: 0.745
2023-07-31 21:34:36,912 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.947, mIoU: 0.745
2023-07-31 21:34:37,025 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.947, mIoU: 0.745
2023-07-31 21:34:37,149 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.947, mIoU: 0.745
2023-07-31 21:34:37,257 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.947, mIoU: 0.745
2023-07-31 21:34:37,369 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.947, mIoU: 0.745
2023-07-31 21:34:37,480 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.947, mIoU: 0.745
2023-07-31 21:34:37,593 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.947, mIoU: 0.746
2023-07-31 21:34:37,711 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.947, mIoU: 0.746
2023-07-31 21:34:37,823 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.947, mIoU: 0.746
2023-07-31 21:34:37,937 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.947, mIoU: 0.746
2023-07-31 21:34:38,043 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.947, mIoU: 0.746
2023-07-31 21:34:38,155 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.948, mIoU: 0.746
2023-07-31 21:34:38,266 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.948, mIoU: 0.747
2023-07-31 21:34:38,386 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.948, mIoU: 0.747
2023-07-31 21:34:38,494 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.948, mIoU: 0.747
2023-07-31 21:34:38,599 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.948, mIoU: 0.747
2023-07-31 21:34:38,712 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.948, mIoU: 0.747
2023-07-31 21:34:38,821 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.948, mIoU: 0.747
2023-07-31 21:34:38,933 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.948, mIoU: 0.747
2023-07-31 21:34:39,040 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.948, mIoU: 0.747
2023-07-31 21:34:39,148 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.948, mIoU: 0.747
2023-07-31 21:34:39,250 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.948, mIoU: 0.747
2023-07-31 21:34:39,353 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.948, mIoU: 0.747
2023-07-31 21:34:39,459 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.948, mIoU: 0.747
2023-07-31 21:34:39,563 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.948, mIoU: 0.747
2023-07-31 21:34:39,673 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.948, mIoU: 0.747
2023-07-31 21:34:39,777 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.948, mIoU: 0.747
2023-07-31 21:34:39,888 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.948, mIoU: 0.747
2023-07-31 21:34:40,002 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.949, mIoU: 0.747
2023-07-31 21:34:40,115 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.949, mIoU: 0.747
2023-07-31 21:34:40,230 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.949, mIoU: 0.747
2023-07-31 21:34:40,338 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.949, mIoU: 0.748
2023-07-31 21:34:40,448 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.949, mIoU: 0.748
2023-07-31 21:34:40,559 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.949, mIoU: 0.748
2023-07-31 21:34:40,670 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.949, mIoU: 0.748
2023-07-31 21:34:40,781 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.949, mIoU: 0.748
2023-07-31 21:34:40,892 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.949, mIoU: 0.748
2023-07-31 21:34:40,999 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.949, mIoU: 0.748
2023-07-31 21:34:41,107 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.949, mIoU: 0.748
2023-07-31 21:34:41,214 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.949, mIoU: 0.748
2023-07-31 21:34:41,322 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.949, mIoU: 0.748
2023-07-31 21:34:41,432 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.949, mIoU: 0.748
2023-07-31 21:34:41,541 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.949, mIoU: 0.749
2023-07-31 21:34:41,656 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.949, mIoU: 0.749
2023-07-31 21:34:41,765 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.949, mIoU: 0.749
2023-07-31 21:34:41,872 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.949, mIoU: 0.749
2023-07-31 21:34:41,987 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.949, mIoU: 0.749
2023-07-31 21:34:42,097 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.949, mIoU: 0.749
2023-07-31 21:34:42,208 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.949, mIoU: 0.749
2023-07-31 21:34:42,320 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.949, mIoU: 0.749
2023-07-31 21:34:42,423 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.950, mIoU: 0.749
2023-07-31 21:34:42,528 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.950, mIoU: 0.749
2023-07-31 21:34:42,631 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.950, mIoU: 0.749
2023-07-31 21:34:42,735 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.950, mIoU: 0.749
2023-07-31 21:34:42,840 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.950, mIoU: 0.749
2023-07-31 21:34:42,945 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.950, mIoU: 0.749
2023-07-31 21:34:43,050 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.950, mIoU: 0.749
2023-07-31 21:34:43,154 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.950, mIoU: 0.749
2023-07-31 21:34:43,257 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.950, mIoU: 0.749
2023-07-31 21:34:43,361 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.950, mIoU: 0.749
2023-07-31 21:34:43,465 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.950, mIoU: 0.749
2023-07-31 21:34:43,571 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.950, mIoU: 0.749
2023-07-31 21:34:43,677 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.950, mIoU: 0.749
2023-07-31 21:34:43,784 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.950, mIoU: 0.749
2023-07-31 21:34:43,891 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.950, mIoU: 0.750
2023-07-31 21:34:44,005 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.950, mIoU: 0.750
2023-07-31 21:34:44,119 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.950, mIoU: 0.750
2023-07-31 21:34:44,228 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.950, mIoU: 0.750
2023-07-31 21:34:44,334 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.950, mIoU: 0.749
2023-07-31 21:34:44,438 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.950, mIoU: 0.749
2023-07-31 21:34:44,543 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 21:34:44,650 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 21:34:44,756 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.951, mIoU: 0.749
2023-07-31 21:34:44,860 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.951, mIoU: 0.749
2023-07-31 21:34:44,966 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 21:34:45,071 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 21:34:45,177 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 21:34:45,282 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 21:34:45,387 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.951, mIoU: 0.749
2023-07-31 21:34:45,490 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.951, mIoU: 0.749
2023-07-31 21:34:45,594 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.951, mIoU: 0.749
2023-07-31 21:34:45,699 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 21:34:45,803 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 21:34:45,908 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 21:34:46,016 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 21:34:46,119 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 21:34:46,220 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 21:34:46,325 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 21:34:46,427 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 21:34:46,530 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.951, mIoU: 0.751
2023-07-31 21:34:46,633 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.951, mIoU: 0.751
2023-07-31 21:34:46,736 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.951, mIoU: 0.751
2023-07-31 21:34:46,841 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.951, mIoU: 0.751
2023-07-31 21:34:46,945 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.951, mIoU: 0.751
2023-07-31 21:34:47,056 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 21:34:47,165 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 21:34:47,277 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 21:34:47,392 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.951, mIoU: 0.751
2023-07-31 21:34:47,499 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 21:34:47,606 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 21:34:47,712 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.951, mIoU: 0.751
2023-07-31 21:34:47,817 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.951, mIoU: 0.751
2023-07-31 21:34:47,926 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.951, mIoU: 0.751
2023-07-31 21:34:48,041 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.951, mIoU: 0.751
2023-07-31 21:34:48,153 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.951, mIoU: 0.751
2023-07-31 21:34:48,264 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.952, mIoU: 0.751
2023-07-31 21:34:48,371 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.952, mIoU: 0.751
2023-07-31 21:34:48,479 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.952, mIoU: 0.751
2023-07-31 21:34:48,585 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.952, mIoU: 0.751
2023-07-31 21:34:48,689 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.952, mIoU: 0.751
2023-07-31 21:34:48,794 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.952, mIoU: 0.751
2023-07-31 21:34:48,898 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.952, mIoU: 0.751
2023-07-31 21:34:49,002 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.952, mIoU: 0.751
2023-07-31 21:34:49,111 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.952, mIoU: 0.751
2023-07-31 21:34:49,223 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.952, mIoU: 0.751
2023-07-31 21:34:49,330 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.952, mIoU: 0.751
2023-07-31 21:34:49,435 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.952, mIoU: 0.751
2023-07-31 21:34:49,546 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.952, mIoU: 0.752
2023-07-31 21:34:49,657 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.952, mIoU: 0.752
2023-07-31 21:34:49,771 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.952, mIoU: 0.752
2023-07-31 21:34:49,879 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.952, mIoU: 0.752
2023-07-31 21:34:49,987 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.952, mIoU: 0.752
2023-07-31 21:34:50,101 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.952, mIoU: 0.752
2023-07-31 21:34:50,209 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.952, mIoU: 0.752
2023-07-31 21:34:50,316 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.952, mIoU: 0.752
2023-07-31 21:34:50,423 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.952, mIoU: 0.752
2023-07-31 21:34:50,528 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.952, mIoU: 0.752
2023-07-31 21:35:23,114 semantic_segmentation INFO: Iters: 111210/150000 || Lr: 0.005921 || Task Loss: 0.1943 || KD Loss: 0.0420|| 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: 4 days, 7:52:29 || Estimated Time: 1 day, 12:13:53
2023-07-31 21:35:55,047 semantic_segmentation INFO: Iters: 111220/150000 || Lr: 0.005920 || Task Loss: 0.1337 || KD Loss: 0.0298|| 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: 4 days, 7:53:01 || Estimated Time: 1 day, 12:13:18
2023-07-31 21:36:26,988 semantic_segmentation INFO: Iters: 111230/150000 || Lr: 0.005918 || Task Loss: 0.1541 || KD Loss: 0.0520|| 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: 4 days, 7:53:33 || Estimated Time: 1 day, 12:12:44
2023-07-31 21:36:58,925 semantic_segmentation INFO: Iters: 111240/150000 || Lr: 0.005917 || Task Loss: 0.1962 || KD Loss: 0.0312|| 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: 4 days, 7:54:05 || Estimated Time: 1 day, 12:12:10
2023-07-31 21:37:30,877 semantic_segmentation INFO: Iters: 111250/150000 || Lr: 0.005916 || Task Loss: 0.1622 || KD Loss: 0.0332|| 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: 4 days, 7:54:37 || Estimated Time: 1 day, 12:11:36
2023-07-31 21:38:02,978 semantic_segmentation INFO: Iters: 111260/150000 || Lr: 0.005914 || Task Loss: 0.1774 || KD Loss: 0.0580|| 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: 4 days, 7:55:09 || Estimated Time: 1 day, 12:11:02
2023-07-31 21:38:34,994 semantic_segmentation INFO: Iters: 111270/150000 || Lr: 0.005913 || Task Loss: 0.1476 || KD Loss: 0.0381|| 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: 4 days, 7:55:41 || Estimated Time: 1 day, 12:10:28
2023-07-31 21:39:06,938 semantic_segmentation INFO: Iters: 111280/150000 || Lr: 0.005912 || Task Loss: 0.1792 || KD Loss: 0.0439|| 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: 4 days, 7:56:13 || Estimated Time: 1 day, 12:09:53
2023-07-31 21:39:39,062 semantic_segmentation INFO: Iters: 111290/150000 || Lr: 0.005910 || Task Loss: 0.2280 || KD Loss: 0.0403|| 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: 4 days, 7:56:45 || Estimated Time: 1 day, 12:09:19
2023-07-31 21:40:11,034 semantic_segmentation INFO: Iters: 111300/150000 || Lr: 0.005909 || Task Loss: 0.1884 || KD Loss: 0.0462|| 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: 4 days, 7:57:17 || Estimated Time: 1 day, 12:08:45
2023-07-31 21:40:43,119 semantic_segmentation INFO: Iters: 111310/150000 || Lr: 0.005907 || Task Loss: 0.1606 || KD Loss: 0.0346|| 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: 4 days, 7:57:49 || Estimated Time: 1 day, 12:08:11
2023-07-31 21:41:15,413 semantic_segmentation INFO: Iters: 111320/150000 || Lr: 0.005906 || Task Loss: 0.2073 || KD Loss: 0.0377|| 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: 4 days, 7:58:22 || Estimated Time: 1 day, 12:07:37
2023-07-31 21:41:48,093 semantic_segmentation INFO: Iters: 111330/150000 || Lr: 0.005905 || Task Loss: 0.1367 || KD Loss: 0.0258|| 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: 4 days, 7:58:54 || Estimated Time: 1 day, 12:07:03
2023-07-31 21:42:20,403 semantic_segmentation INFO: Iters: 111340/150000 || Lr: 0.005903 || Task Loss: 0.1488 || KD Loss: 0.0304|| 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: 4 days, 7:59:27 || Estimated Time: 1 day, 12:06:29
2023-07-31 21:42:52,380 semantic_segmentation INFO: Iters: 111350/150000 || Lr: 0.005902 || Task Loss: 0.1536 || KD Loss: 0.0348|| 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: 4 days, 7:59:59 || Estimated Time: 1 day, 12:05:54
2023-07-31 21:43:24,434 semantic_segmentation INFO: Iters: 111360/150000 || Lr: 0.005901 || Task Loss: 0.1333 || KD Loss: 0.0401|| 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: 4 days, 8:00:31 || Estimated Time: 1 day, 12:05:20
2023-07-31 21:43:56,457 semantic_segmentation INFO: Iters: 111370/150000 || Lr: 0.005899 || Task Loss: 0.1232 || KD Loss: 0.0350|| 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: 4 days, 8:01:03 || Estimated Time: 1 day, 12:04:46
2023-07-31 21:44:28,548 semantic_segmentation INFO: Iters: 111380/150000 || Lr: 0.005898 || Task Loss: 0.2013 || KD Loss: 0.0381|| 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: 4 days, 8:01:35 || Estimated Time: 1 day, 12:04:12
2023-07-31 21:45:00,563 semantic_segmentation INFO: Iters: 111390/150000 || Lr: 0.005896 || Task Loss: 0.1794 || KD Loss: 0.0568|| 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: 4 days, 8:02:07 || Estimated Time: 1 day, 12:03:38
2023-07-31 21:45:32,592 semantic_segmentation INFO: Iters: 111400/150000 || Lr: 0.005895 || Task Loss: 0.2528 || KD Loss: 0.0411|| 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: 4 days, 8:02:39 || Estimated Time: 1 day, 12:03:04
2023-07-31 21:46:04,678 semantic_segmentation INFO: Iters: 111410/150000 || Lr: 0.005894 || Task Loss: 0.1613 || KD Loss: 0.0311|| 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: 4 days, 8:03:11 || Estimated Time: 1 day, 12:02:29
2023-07-31 21:46:36,672 semantic_segmentation INFO: Iters: 111420/150000 || Lr: 0.005892 || Task Loss: 0.2260 || KD Loss: 0.0462|| 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: 4 days, 8:03:43 || Estimated Time: 1 day, 12:01:55
2023-07-31 21:47:08,691 semantic_segmentation INFO: Iters: 111430/150000 || Lr: 0.005891 || Task Loss: 0.1275 || KD Loss: 0.0267|| 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: 4 days, 8:04:15 || Estimated Time: 1 day, 12:01:21
2023-07-31 21:47:40,785 semantic_segmentation INFO: Iters: 111440/150000 || Lr: 0.005890 || Task Loss: 0.1850 || KD Loss: 0.0302|| 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: 4 days, 8:04:47 || Estimated Time: 1 day, 12:00:47
2023-07-31 21:48:12,802 semantic_segmentation INFO: Iters: 111450/150000 || Lr: 0.005888 || Task Loss: 0.2978 || KD Loss: 0.0717|| 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: 4 days, 8:05:19 || Estimated Time: 1 day, 12:00:13
2023-07-31 21:48:45,067 semantic_segmentation INFO: Iters: 111460/150000 || Lr: 0.005887 || Task Loss: 0.2002 || KD Loss: 0.0259|| 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: 4 days, 8:05:51 || Estimated Time: 1 day, 11:59:39
2023-07-31 21:49:17,622 semantic_segmentation INFO: Iters: 111470/150000 || Lr: 0.005885 || Task Loss: 0.2406 || KD Loss: 0.1219|| 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: 4 days, 8:06:24 || Estimated Time: 1 day, 11:59:05
2023-07-31 21:49:49,874 semantic_segmentation INFO: Iters: 111480/150000 || Lr: 0.005884 || Task Loss: 0.1623 || KD Loss: 0.0445|| 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: 4 days, 8:06:56 || Estimated Time: 1 day, 11:58:31
2023-07-31 21:50:21,918 semantic_segmentation INFO: Iters: 111490/150000 || Lr: 0.005883 || Task Loss: 0.1532 || KD Loss: 0.0387|| 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: 4 days, 8:07:28 || Estimated Time: 1 day, 11:57:56
2023-07-31 21:50:53,928 semantic_segmentation INFO: Iters: 111500/150000 || Lr: 0.005881 || Task Loss: 0.1914 || KD Loss: 0.0349|| 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: 4 days, 8:08:00 || Estimated Time: 1 day, 11:57:22
2023-07-31 21:51:25,876 semantic_segmentation INFO: Iters: 111510/150000 || Lr: 0.005880 || Task Loss: 0.1555 || KD Loss: 0.0326|| 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: 4 days, 8:08:32 || Estimated Time: 1 day, 11:56:48
2023-07-31 21:51:57,914 semantic_segmentation INFO: Iters: 111520/150000 || Lr: 0.005879 || Task Loss: 0.2256 || KD Loss: 0.0467|| 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: 4 days, 8:09:04 || Estimated Time: 1 day, 11:56:14
2023-07-31 21:52:29,856 semantic_segmentation INFO: Iters: 111530/150000 || Lr: 0.005877 || Task Loss: 0.1993 || KD Loss: 0.0696|| 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: 4 days, 8:09:36 || Estimated Time: 1 day, 11:55:40
2023-07-31 21:53:01,880 semantic_segmentation INFO: Iters: 111540/150000 || Lr: 0.005876 || Task Loss: 0.1706 || KD Loss: 0.0405|| 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: 4 days, 8:10:08 || Estimated Time: 1 day, 11:55:06
2023-07-31 21:53:33,976 semantic_segmentation INFO: Iters: 111550/150000 || Lr: 0.005874 || Task Loss: 0.1779 || KD Loss: 0.0337|| 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: 4 days, 8:10:40 || Estimated Time: 1 day, 11:54:31
2023-07-31 21:54:06,066 semantic_segmentation INFO: Iters: 111560/150000 || Lr: 0.005873 || Task Loss: 0.1627 || KD Loss: 0.0377|| 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: 4 days, 8:11:12 || Estimated Time: 1 day, 11:53:57
2023-07-31 21:54:38,123 semantic_segmentation INFO: Iters: 111570/150000 || Lr: 0.005872 || Task Loss: 0.1707 || KD Loss: 0.0364|| 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: 4 days, 8:11:44 || Estimated Time: 1 day, 11:53:23
2023-07-31 21:55:10,200 semantic_segmentation INFO: Iters: 111580/150000 || Lr: 0.005870 || Task Loss: 0.1682 || KD Loss: 0.0472|| 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: 4 days, 8:12:17 || Estimated Time: 1 day, 11:52:49
2023-07-31 21:55:42,179 semantic_segmentation INFO: Iters: 111590/150000 || Lr: 0.005869 || Task Loss: 0.2064 || KD Loss: 0.0430|| 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: 4 days, 8:12:49 || Estimated Time: 1 day, 11:52:15
2023-07-31 21:56:14,554 semantic_segmentation INFO: Iters: 111600/150000 || Lr: 0.005868 || Task Loss: 0.1773 || KD Loss: 0.0384|| 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: 4 days, 8:13:21 || Estimated Time: 1 day, 11:51:41
2023-07-31 21:56:47,047 semantic_segmentation INFO: Iters: 111610/150000 || Lr: 0.005866 || Task Loss: 0.1746 || KD Loss: 0.0360|| 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: 4 days, 8:13:53 || Estimated Time: 1 day, 11:51:07
2023-07-31 21:57:19,166 semantic_segmentation INFO: Iters: 111620/150000 || Lr: 0.005865 || Task Loss: 0.2524 || KD Loss: 0.0531|| 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: 4 days, 8:14:26 || Estimated Time: 1 day, 11:50:33
2023-07-31 21:57:51,208 semantic_segmentation INFO: Iters: 111630/150000 || Lr: 0.005863 || Task Loss: 0.1564 || KD Loss: 0.0710|| 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: 4 days, 8:14:58 || Estimated Time: 1 day, 11:49:58
2023-07-31 21:58:23,210 semantic_segmentation INFO: Iters: 111640/150000 || Lr: 0.005862 || Task Loss: 0.2517 || KD Loss: 0.0455|| 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: 4 days, 8:15:30 || Estimated Time: 1 day, 11:49:24
2023-07-31 21:58:55,140 semantic_segmentation INFO: Iters: 111650/150000 || Lr: 0.005861 || Task Loss: 0.1006 || KD Loss: 0.0449|| 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: 4 days, 8:16:01 || Estimated Time: 1 day, 11:48:50
2023-07-31 21:59:27,158 semantic_segmentation INFO: Iters: 111660/150000 || Lr: 0.005859 || Task Loss: 0.1908 || KD Loss: 0.0395|| 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: 4 days, 8:16:34 || Estimated Time: 1 day, 11:48:16
2023-07-31 21:59:59,152 semantic_segmentation INFO: Iters: 111670/150000 || Lr: 0.005858 || Task Loss: 0.1820 || KD Loss: 0.0408|| 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: 4 days, 8:17:06 || Estimated Time: 1 day, 11:47:42
2023-07-31 22:00:31,182 semantic_segmentation INFO: Iters: 111680/150000 || Lr: 0.005857 || Task Loss: 0.1965 || KD Loss: 0.0401|| 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: 4 days, 8:17:38 || Estimated Time: 1 day, 11:47:07
2023-07-31 22:01:03,210 semantic_segmentation INFO: Iters: 111690/150000 || Lr: 0.005855 || Task Loss: 0.1611 || KD Loss: 0.0375|| 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: 4 days, 8:18:10 || Estimated Time: 1 day, 11:46:33
2023-07-31 22:01:35,223 semantic_segmentation INFO: Iters: 111700/150000 || Lr: 0.005854 || Task Loss: 0.1896 || KD Loss: 0.0579|| 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: 4 days, 8:18:42 || Estimated Time: 1 day, 11:45:59
2023-07-31 22:02:07,247 semantic_segmentation INFO: Iters: 111710/150000 || Lr: 0.005852 || Task Loss: 0.2416 || KD Loss: 0.0482|| 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: 4 days, 8:19:14 || Estimated Time: 1 day, 11:45:25
2023-07-31 22:02:39,276 semantic_segmentation INFO: Iters: 111720/150000 || Lr: 0.005851 || Task Loss: 0.1940 || KD Loss: 0.0571|| 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: 4 days, 8:19:46 || Estimated Time: 1 day, 11:44:51
2023-07-31 22:03:11,329 semantic_segmentation INFO: Iters: 111730/150000 || Lr: 0.005850 || Task Loss: 0.1666 || KD Loss: 0.0437|| 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: 4 days, 8:20:18 || Estimated Time: 1 day, 11:44:17
2023-07-31 22:03:43,835 semantic_segmentation INFO: Iters: 111740/150000 || Lr: 0.005848 || Task Loss: 0.1844 || KD Loss: 0.0367|| 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: 4 days, 8:20:50 || Estimated Time: 1 day, 11:43:43
2023-07-31 22:04:16,591 semantic_segmentation INFO: Iters: 111750/150000 || Lr: 0.005847 || Task Loss: 0.1324 || KD Loss: 0.0357|| 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: 4 days, 8:21:23 || Estimated Time: 1 day, 11:43:09
2023-07-31 22:04:48,909 semantic_segmentation INFO: Iters: 111760/150000 || Lr: 0.005846 || Task Loss: 0.2026 || KD Loss: 0.0394|| 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: 4 days, 8:21:55 || Estimated Time: 1 day, 11:42:35
2023-07-31 22:05:21,222 semantic_segmentation INFO: Iters: 111770/150000 || Lr: 0.005844 || Task Loss: 0.1661 || KD Loss: 0.0333|| 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: 4 days, 8:22:28 || Estimated Time: 1 day, 11:42:01
2023-07-31 22:05:53,954 semantic_segmentation INFO: Iters: 111780/150000 || Lr: 0.005843 || Task Loss: 0.1583 || KD Loss: 0.0275|| 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: 4 days, 8:23:00 || Estimated Time: 1 day, 11:41:27
2023-07-31 22:06:26,408 semantic_segmentation INFO: Iters: 111790/150000 || Lr: 0.005841 || Task Loss: 0.2383 || KD Loss: 0.0435|| 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: 4 days, 8:23:33 || Estimated Time: 1 day, 11:40:53
2023-07-31 22:06:58,866 semantic_segmentation INFO: Iters: 111800/150000 || Lr: 0.005840 || Task Loss: 0.1190 || KD Loss: 0.0237|| 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: 4 days, 8:24:05 || Estimated Time: 1 day, 11:40:19
2023-07-31 22:07:31,405 semantic_segmentation INFO: Iters: 111810/150000 || Lr: 0.005839 || Task Loss: 0.1722 || KD Loss: 0.0348|| 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: 4 days, 8:24:38 || Estimated Time: 1 day, 11:39:45
2023-07-31 22:08:03,903 semantic_segmentation INFO: Iters: 111820/150000 || Lr: 0.005837 || Task Loss: 0.1436 || KD Loss: 0.0337|| 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: 4 days, 8:25:10 || Estimated Time: 1 day, 11:39:11
2023-07-31 22:08:36,441 semantic_segmentation INFO: Iters: 111830/150000 || Lr: 0.005836 || Task Loss: 0.1678 || KD Loss: 0.0333|| 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: 4 days, 8:25:43 || Estimated Time: 1 day, 11:38:37
2023-07-31 22:09:09,013 semantic_segmentation INFO: Iters: 111840/150000 || Lr: 0.005835 || Task Loss: 0.2744 || KD Loss: 0.0721|| 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: 4 days, 8:26:15 || Estimated Time: 1 day, 11:38:03
2023-07-31 22:09:41,552 semantic_segmentation INFO: Iters: 111850/150000 || Lr: 0.005833 || Task Loss: 0.1519 || KD Loss: 0.0388|| 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: 4 days, 8:26:48 || Estimated Time: 1 day, 11:37:29
2023-07-31 22:10:14,129 semantic_segmentation INFO: Iters: 111860/150000 || Lr: 0.005832 || Task Loss: 0.2093 || KD Loss: 0.0364|| 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: 4 days, 8:27:20 || Estimated Time: 1 day, 11:36:55
2023-07-31 22:10:46,686 semantic_segmentation INFO: Iters: 111870/150000 || Lr: 0.005830 || Task Loss: 0.1636 || KD Loss: 0.0325|| 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: 4 days, 8:27:53 || Estimated Time: 1 day, 11:36:21
2023-07-31 22:11:19,485 semantic_segmentation INFO: Iters: 111880/150000 || Lr: 0.005829 || Task Loss: 0.2106 || KD Loss: 0.0499|| 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: 4 days, 8:28:26 || Estimated Time: 1 day, 11:35:47
2023-07-31 22:11:52,539 semantic_segmentation INFO: Iters: 111890/150000 || Lr: 0.005828 || Task Loss: 0.2930 || KD Loss: 0.0634|| 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: 4 days, 8:28:59 || Estimated Time: 1 day, 11:35:13
2023-07-31 22:12:25,345 semantic_segmentation INFO: Iters: 111900/150000 || Lr: 0.005826 || Task Loss: 0.1729 || KD Loss: 0.0466|| 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: 4 days, 8:29:32 || Estimated Time: 1 day, 11:34:39
2023-07-31 22:12:57,975 semantic_segmentation INFO: Iters: 111910/150000 || Lr: 0.005825 || Task Loss: 0.1164 || KD Loss: 0.0287|| 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: 4 days, 8:30:04 || Estimated Time: 1 day, 11:34:05
2023-07-31 22:13:30,554 semantic_segmentation INFO: Iters: 111920/150000 || Lr: 0.005824 || Task Loss: 0.2017 || KD Loss: 0.0723|| 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: 4 days, 8:30:37 || Estimated Time: 1 day, 11:33:31
2023-07-31 22:14:03,264 semantic_segmentation INFO: Iters: 111930/150000 || Lr: 0.005822 || Task Loss: 0.1242 || KD Loss: 0.0270|| 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: 4 days, 8:31:10 || Estimated Time: 1 day, 11:32:57
2023-07-31 22:14:35,853 semantic_segmentation INFO: Iters: 111940/150000 || Lr: 0.005821 || Task Loss: 0.1503 || KD Loss: 0.0265|| 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: 4 days, 8:31:42 || Estimated Time: 1 day, 11:32:23
2023-07-31 22:15:08,506 semantic_segmentation INFO: Iters: 111950/150000 || Lr: 0.005819 || Task Loss: 0.1793 || KD Loss: 0.0348|| 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: 4 days, 8:32:15 || Estimated Time: 1 day, 11:31:49
2023-07-31 22:15:41,205 semantic_segmentation INFO: Iters: 111960/150000 || Lr: 0.005818 || Task Loss: 0.1314 || KD Loss: 0.0311|| 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: 4 days, 8:32:48 || Estimated Time: 1 day, 11:31:16
2023-07-31 22:16:13,967 semantic_segmentation INFO: Iters: 111970/150000 || Lr: 0.005817 || Task Loss: 0.1544 || KD Loss: 0.0254|| 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: 4 days, 8:33:20 || Estimated Time: 1 day, 11:30:42
2023-07-31 22:16:46,737 semantic_segmentation INFO: Iters: 111980/150000 || Lr: 0.005815 || Task Loss: 0.1211 || KD Loss: 0.0275|| 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: 4 days, 8:33:53 || Estimated Time: 1 day, 11:30:08
2023-07-31 22:17:19,471 semantic_segmentation INFO: Iters: 111990/150000 || Lr: 0.005814 || Task Loss: 0.1424 || KD Loss: 0.0327|| 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: 4 days, 8:34:26 || Estimated Time: 1 day, 11:29:34
2023-07-31 22:17:52,041 semantic_segmentation INFO: Iters: 112000/150000 || Lr: 0.005813 || Task Loss: 0.2065 || KD Loss: 0.0544|| 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: 4 days, 8:34:58 || Estimated Time: 1 day, 11:29:00
2023-07-31 22:17:52,108 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 22:17:53,057 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.409
2023-07-31 22:17:53,172 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.515
2023-07-31 22:17:53,275 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.519
2023-07-31 22:17:53,378 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.542
2023-07-31 22:17:53,481 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.534
2023-07-31 22:17:53,588 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.974, mIoU: 0.539
2023-07-31 22:17:53,693 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.972, mIoU: 0.584
2023-07-31 22:17:53,798 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.632
2023-07-31 22:17:53,905 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.678
2023-07-31 22:17:54,014 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.726
2023-07-31 22:17:54,122 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.967, mIoU: 0.735
2023-07-31 22:17:54,230 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.764
2023-07-31 22:17:54,339 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.766
2023-07-31 22:17:54,448 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.754
2023-07-31 22:17:54,565 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.749
2023-07-31 22:17:54,675 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.738
2023-07-31 22:17:54,784 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.739
2023-07-31 22:17:54,893 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.742
2023-07-31 22:17:54,997 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.749
2023-07-31 22:17:55,102 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.756
2023-07-31 22:17:55,206 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.755
2023-07-31 22:17:55,312 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.954, mIoU: 0.760
2023-07-31 22:17:55,416 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.954, mIoU: 0.761
2023-07-31 22:17:55,520 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.767
2023-07-31 22:17:55,629 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.953, mIoU: 0.781
2023-07-31 22:17:55,733 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.783
2023-07-31 22:17:55,837 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.769
2023-07-31 22:17:55,940 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.951, mIoU: 0.764
2023-07-31 22:17:56,044 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.951, mIoU: 0.764
2023-07-31 22:17:56,150 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.951, mIoU: 0.771
2023-07-31 22:17:56,254 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.951, mIoU: 0.769
2023-07-31 22:17:56,362 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.767
2023-07-31 22:17:56,472 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.951, mIoU: 0.768
2023-07-31 22:17:56,587 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.951, mIoU: 0.765
2023-07-31 22:17:56,700 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.951, mIoU: 0.766
2023-07-31 22:17:56,810 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.951, mIoU: 0.765
2023-07-31 22:17:56,922 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.951, mIoU: 0.762
2023-07-31 22:17:57,033 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.761
2023-07-31 22:17:57,143 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.950, mIoU: 0.755
2023-07-31 22:17:57,252 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.950, mIoU: 0.756
2023-07-31 22:17:57,360 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.950, mIoU: 0.754
2023-07-31 22:17:57,466 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.951, mIoU: 0.753
2023-07-31 22:17:57,572 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.951, mIoU: 0.753
2023-07-31 22:17:57,678 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.952, mIoU: 0.755
2023-07-31 22:17:57,788 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.952, mIoU: 0.754
2023-07-31 22:17:57,902 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.952, mIoU: 0.754
2023-07-31 22:17:58,017 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.953, mIoU: 0.754
2023-07-31 22:17:58,129 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.953, mIoU: 0.753
2023-07-31 22:17:58,240 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.953, mIoU: 0.755
2023-07-31 22:17:58,352 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.953, mIoU: 0.757
2023-07-31 22:17:58,466 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.953, mIoU: 0.756
2023-07-31 22:17:58,579 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.953, mIoU: 0.759
2023-07-31 22:17:58,690 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.952, mIoU: 0.760
2023-07-31 22:17:58,801 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.952, mIoU: 0.763
2023-07-31 22:17:58,911 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.951, mIoU: 0.762
2023-07-31 22:17:59,020 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.951, mIoU: 0.758
2023-07-31 22:17:59,128 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.951, mIoU: 0.759
2023-07-31 22:17:59,239 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.951, mIoU: 0.764
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2023-07-31 22:18:02,218 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.758
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2023-07-31 22:18:42,853 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.954, mIoU: 0.760
2023-07-31 22:18:42,967 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.954, mIoU: 0.760
2023-07-31 22:18:43,080 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.954, mIoU: 0.761
2023-07-31 22:18:43,197 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.954, mIoU: 0.761
2023-07-31 22:18:43,311 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.954, mIoU: 0.761
2023-07-31 22:18:43,428 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.954, mIoU: 0.761
2023-07-31 22:18:43,531 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.954, mIoU: 0.761
2023-07-31 22:18:43,647 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.954, mIoU: 0.761
2023-07-31 22:18:43,752 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.954, mIoU: 0.762
2023-07-31 22:18:43,862 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.954, mIoU: 0.762
2023-07-31 22:18:43,971 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 22:18:44,083 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 22:18:44,205 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 22:18:44,318 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 22:18:44,433 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 22:18:44,538 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 22:18:44,647 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 22:18:44,757 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 22:18:44,863 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 22:18:44,974 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 22:18:45,081 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 22:18:45,186 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 22:18:45,300 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 22:18:45,414 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 22:18:45,532 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 22:18:45,648 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 22:18:45,767 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 22:18:45,881 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 22:18:45,999 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 22:18:46,114 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 22:18:46,225 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 22:18:46,340 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 22:18:46,454 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.955, mIoU: 0.762
2023-07-31 22:18:46,568 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.955, mIoU: 0.763
2023-07-31 22:18:46,677 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.955, mIoU: 0.763
2023-07-31 22:18:46,790 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.955, mIoU: 0.763
2023-07-31 22:18:46,900 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.955, mIoU: 0.763
2023-07-31 22:18:47,006 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.955, mIoU: 0.763
2023-07-31 22:18:47,113 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.955, mIoU: 0.763
2023-07-31 22:18:47,216 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.955, mIoU: 0.763
2023-07-31 22:18:47,324 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.955, mIoU: 0.763
2023-07-31 22:18:47,426 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.955, mIoU: 0.763
2023-07-31 22:18:47,530 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.955, mIoU: 0.763
2023-07-31 22:18:47,634 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.955, mIoU: 0.763
2023-07-31 22:18:47,737 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.955, mIoU: 0.763
2023-07-31 22:18:47,844 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.955, mIoU: 0.763
2023-07-31 22:18:47,946 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.955, mIoU: 0.763
2023-07-31 22:19:21,634 semantic_segmentation INFO: Iters: 112010/150000 || Lr: 0.005811 || Task Loss: 0.1789 || KD Loss: 0.0339|| 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 days, 8:36:28 || Estimated Time: 1 day, 11:28:45
2023-07-31 22:19:54,600 semantic_segmentation INFO: Iters: 112020/150000 || Lr: 0.005810 || Task Loss: 0.1248 || KD Loss: 0.0323|| 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: 4 days, 8:37:01 || Estimated Time: 1 day, 11:28:11
2023-07-31 22:20:27,283 semantic_segmentation INFO: Iters: 112030/150000 || Lr: 0.005808 || Task Loss: 0.2151 || KD Loss: 0.0534|| 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: 4 days, 8:37:34 || Estimated Time: 1 day, 11:27:37
2023-07-31 22:21:00,041 semantic_segmentation INFO: Iters: 112040/150000 || Lr: 0.005807 || Task Loss: 0.1819 || KD Loss: 0.0432|| 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: 4 days, 8:38:06 || Estimated Time: 1 day, 11:27:03
2023-07-31 22:21:32,704 semantic_segmentation INFO: Iters: 112050/150000 || Lr: 0.005806 || Task Loss: 0.1309 || KD Loss: 0.0402|| 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: 4 days, 8:38:39 || Estimated Time: 1 day, 11:26:30
2023-07-31 22:22:05,464 semantic_segmentation INFO: Iters: 112060/150000 || Lr: 0.005804 || Task Loss: 0.1671 || KD Loss: 0.0284|| 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: 4 days, 8:39:12 || Estimated Time: 1 day, 11:25:56
2023-07-31 22:22:38,197 semantic_segmentation INFO: Iters: 112070/150000 || Lr: 0.005803 || Task Loss: 0.1612 || KD Loss: 0.0383|| 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: 4 days, 8:39:45 || Estimated Time: 1 day, 11:25:22
2023-07-31 22:23:10,990 semantic_segmentation INFO: Iters: 112080/150000 || Lr: 0.005801 || Task Loss: 0.1843 || KD Loss: 0.0507|| 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: 4 days, 8:40:17 || Estimated Time: 1 day, 11:24:48
2023-07-31 22:23:43,774 semantic_segmentation INFO: Iters: 112090/150000 || Lr: 0.005800 || Task Loss: 0.1595 || KD Loss: 0.0311|| 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: 4 days, 8:40:50 || Estimated Time: 1 day, 11:24:14
2023-07-31 22:24:16,547 semantic_segmentation INFO: Iters: 112100/150000 || Lr: 0.005799 || Task Loss: 0.1823 || KD Loss: 0.0400|| 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: 4 days, 8:41:23 || Estimated Time: 1 day, 11:23:40
2023-07-31 22:24:49,294 semantic_segmentation INFO: Iters: 112110/150000 || Lr: 0.005797 || Task Loss: 0.2301 || KD Loss: 0.0632|| 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: 4 days, 8:41:56 || Estimated Time: 1 day, 11:23:06
2023-07-31 22:25:22,090 semantic_segmentation INFO: Iters: 112120/150000 || Lr: 0.005796 || Task Loss: 0.1272 || KD Loss: 0.0316|| 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: 4 days, 8:42:28 || Estimated Time: 1 day, 11:22:32
2023-07-31 22:25:54,825 semantic_segmentation INFO: Iters: 112130/150000 || Lr: 0.005795 || Task Loss: 0.1359 || KD Loss: 0.0327|| 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: 4 days, 8:43:01 || Estimated Time: 1 day, 11:21:58
2023-07-31 22:26:27,750 semantic_segmentation INFO: Iters: 112140/150000 || Lr: 0.005793 || Task Loss: 0.1383 || KD Loss: 0.0410|| 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: 4 days, 8:43:34 || Estimated Time: 1 day, 11:21:24
2023-07-31 22:27:01,050 semantic_segmentation INFO: Iters: 112150/150000 || Lr: 0.005792 || Task Loss: 0.1218 || KD Loss: 0.0279|| 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: 4 days, 8:44:07 || Estimated Time: 1 day, 11:20:51
2023-07-31 22:27:34,162 semantic_segmentation INFO: Iters: 112160/150000 || Lr: 0.005790 || Task Loss: 0.1617 || KD Loss: 0.0281|| 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: 4 days, 8:44:41 || Estimated Time: 1 day, 11:20:17
2023-07-31 22:28:06,933 semantic_segmentation INFO: Iters: 112170/150000 || Lr: 0.005789 || Task Loss: 0.1635 || KD Loss: 0.0334|| 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: 4 days, 8:45:13 || Estimated Time: 1 day, 11:19:43
2023-07-31 22:28:39,718 semantic_segmentation INFO: Iters: 112180/150000 || Lr: 0.005788 || Task Loss: 0.1763 || KD Loss: 0.0272|| 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: 4 days, 8:45:46 || Estimated Time: 1 day, 11:19:09
2023-07-31 22:29:12,453 semantic_segmentation INFO: Iters: 112190/150000 || Lr: 0.005786 || Task Loss: 0.2158 || KD Loss: 0.0462|| 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: 4 days, 8:46:19 || Estimated Time: 1 day, 11:18:35
2023-07-31 22:29:45,222 semantic_segmentation INFO: Iters: 112200/150000 || Lr: 0.005785 || Task Loss: 0.1530 || KD Loss: 0.0307|| 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: 4 days, 8:46:52 || Estimated Time: 1 day, 11:18:01
2023-07-31 22:30:17,991 semantic_segmentation INFO: Iters: 112210/150000 || Lr: 0.005784 || Task Loss: 0.2821 || KD Loss: 0.0616|| 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: 4 days, 8:47:24 || Estimated Time: 1 day, 11:17:27
2023-07-31 22:30:50,784 semantic_segmentation INFO: Iters: 112220/150000 || Lr: 0.005782 || Task Loss: 0.1829 || KD Loss: 0.0393|| 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: 4 days, 8:47:57 || Estimated Time: 1 day, 11:16:53
2023-07-31 22:31:23,634 semantic_segmentation INFO: Iters: 112230/150000 || Lr: 0.005781 || Task Loss: 0.2219 || KD Loss: 0.0500|| 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: 4 days, 8:48:30 || Estimated Time: 1 day, 11:16:20
2023-07-31 22:31:56,402 semantic_segmentation INFO: Iters: 112240/150000 || Lr: 0.005779 || Task Loss: 0.2690 || KD Loss: 0.0881|| 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: 4 days, 8:49:03 || Estimated Time: 1 day, 11:15:46
2023-07-31 22:32:29,271 semantic_segmentation INFO: Iters: 112250/150000 || Lr: 0.005778 || Task Loss: 0.2233 || KD Loss: 0.0815|| 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: 4 days, 8:49:36 || Estimated Time: 1 day, 11:15:12
2023-07-31 22:33:02,041 semantic_segmentation INFO: Iters: 112260/150000 || Lr: 0.005777 || Task Loss: 0.1430 || KD Loss: 0.0351|| 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: 4 days, 8:50:08 || Estimated Time: 1 day, 11:14:38
2023-07-31 22:33:34,811 semantic_segmentation INFO: Iters: 112270/150000 || Lr: 0.005775 || Task Loss: 0.2219 || KD Loss: 0.0498|| 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: 4 days, 8:50:41 || Estimated Time: 1 day, 11:14:04
2023-07-31 22:34:07,570 semantic_segmentation INFO: Iters: 112280/150000 || Lr: 0.005774 || Task Loss: 0.1615 || KD Loss: 0.0301|| 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: 4 days, 8:51:14 || Estimated Time: 1 day, 11:13:30
2023-07-31 22:34:40,915 semantic_segmentation INFO: Iters: 112290/150000 || Lr: 0.005773 || Task Loss: 0.1083 || KD Loss: 0.0198|| 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: 4 days, 8:51:47 || Estimated Time: 1 day, 11:12:56
2023-07-31 22:35:14,302 semantic_segmentation INFO: Iters: 112300/150000 || Lr: 0.005771 || Task Loss: 0.2093 || KD Loss: 0.0902|| 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: 4 days, 8:52:21 || Estimated Time: 1 day, 11:12:23
2023-07-31 22:35:47,106 semantic_segmentation INFO: Iters: 112310/150000 || Lr: 0.005770 || Task Loss: 0.1833 || KD Loss: 0.0323|| 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: 4 days, 8:52:53 || Estimated Time: 1 day, 11:11:49
2023-07-31 22:36:19,908 semantic_segmentation INFO: Iters: 112320/150000 || Lr: 0.005768 || Task Loss: 0.1571 || KD Loss: 0.0314|| 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: 4 days, 8:53:26 || Estimated Time: 1 day, 11:11:15
2023-07-31 22:36:52,920 semantic_segmentation INFO: Iters: 112330/150000 || Lr: 0.005767 || Task Loss: 0.1601 || KD Loss: 0.0397|| 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: 4 days, 8:53:59 || Estimated Time: 1 day, 11:10:41
2023-07-31 22:37:25,945 semantic_segmentation INFO: Iters: 112340/150000 || Lr: 0.005766 || Task Loss: 0.2311 || KD Loss: 0.0403|| 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: 4 days, 8:54:32 || Estimated Time: 1 day, 11:10:07
2023-07-31 22:37:58,820 semantic_segmentation INFO: Iters: 112350/150000 || Lr: 0.005764 || Task Loss: 0.1630 || KD Loss: 0.0334|| 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: 4 days, 8:55:05 || Estimated Time: 1 day, 11:09:33
2023-07-31 22:38:31,706 semantic_segmentation INFO: Iters: 112360/150000 || Lr: 0.005763 || Task Loss: 0.1584 || KD Loss: 0.0321|| 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: 4 days, 8:55:38 || Estimated Time: 1 day, 11:09:00
2023-07-31 22:39:04,591 semantic_segmentation INFO: Iters: 112370/150000 || Lr: 0.005762 || Task Loss: 0.1945 || KD Loss: 0.0426|| 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: 4 days, 8:56:11 || Estimated Time: 1 day, 11:08:26
2023-07-31 22:39:37,484 semantic_segmentation INFO: Iters: 112380/150000 || Lr: 0.005760 || Task Loss: 0.2415 || KD Loss: 0.0428|| 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: 4 days, 8:56:44 || Estimated Time: 1 day, 11:07:52
2023-07-31 22:40:10,359 semantic_segmentation INFO: Iters: 112390/150000 || Lr: 0.005759 || Task Loss: 0.2160 || KD Loss: 0.0417|| 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: 4 days, 8:57:17 || Estimated Time: 1 day, 11:07:18
2023-07-31 22:40:43,176 semantic_segmentation INFO: Iters: 112400/150000 || Lr: 0.005757 || Task Loss: 0.2080 || KD Loss: 0.0385|| 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 days, 8:57:50 || Estimated Time: 1 day, 11:06:44
2023-07-31 22:41:16,068 semantic_segmentation INFO: Iters: 112410/150000 || Lr: 0.005756 || Task Loss: 0.1387 || KD Loss: 0.0383|| 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: 4 days, 8:58:22 || Estimated Time: 1 day, 11:06:10
2023-07-31 22:41:49,041 semantic_segmentation INFO: Iters: 112420/150000 || Lr: 0.005755 || Task Loss: 0.2431 || KD Loss: 0.0474|| 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: 4 days, 8:58:55 || Estimated Time: 1 day, 11:05:36
2023-07-31 22:42:22,317 semantic_segmentation INFO: Iters: 112430/150000 || Lr: 0.005753 || Task Loss: 0.1165 || KD Loss: 0.0316|| 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: 4 days, 8:59:29 || Estimated Time: 1 day, 11:05:03
2023-07-31 22:42:55,805 semantic_segmentation INFO: Iters: 112440/150000 || Lr: 0.005752 || Task Loss: 0.1540 || KD Loss: 0.0295|| 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: 4 days, 9:00:02 || Estimated Time: 1 day, 11:04:29
2023-07-31 22:43:28,735 semantic_segmentation INFO: Iters: 112450/150000 || Lr: 0.005751 || Task Loss: 0.2127 || KD Loss: 0.0456|| 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 days, 9:00:35 || Estimated Time: 1 day, 11:03:55
2023-07-31 22:44:01,603 semantic_segmentation INFO: Iters: 112460/150000 || Lr: 0.005749 || Task Loss: 0.1667 || KD Loss: 0.0304|| 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: 4 days, 9:01:08 || Estimated Time: 1 day, 11:03:21
2023-07-31 22:44:34,453 semantic_segmentation INFO: Iters: 112470/150000 || Lr: 0.005748 || Task Loss: 0.1511 || KD Loss: 0.0283|| 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: 4 days, 9:01:41 || Estimated Time: 1 day, 11:02:47
2023-07-31 22:45:07,395 semantic_segmentation INFO: Iters: 112480/150000 || Lr: 0.005746 || Task Loss: 0.2106 || KD Loss: 0.0501|| 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: 4 days, 9:02:14 || Estimated Time: 1 day, 11:02:14
2023-07-31 22:45:40,260 semantic_segmentation INFO: Iters: 112490/150000 || Lr: 0.005745 || Task Loss: 0.1596 || KD Loss: 0.0487|| 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: 4 days, 9:02:47 || Estimated Time: 1 day, 11:01:40
2023-07-31 22:46:13,260 semantic_segmentation INFO: Iters: 112500/150000 || Lr: 0.005744 || Task Loss: 0.2359 || KD Loss: 0.0442|| 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: 4 days, 9:03:20 || Estimated Time: 1 day, 11:01:06
2023-07-31 22:46:46,231 semantic_segmentation INFO: Iters: 112510/150000 || Lr: 0.005742 || Task Loss: 0.1910 || KD Loss: 0.0483|| 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: 4 days, 9:03:53 || Estimated Time: 1 day, 11:00:32
2023-07-31 22:47:19,061 semantic_segmentation INFO: Iters: 112520/150000 || Lr: 0.005741 || Task Loss: 0.1613 || KD Loss: 0.0315|| 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: 4 days, 9:04:25 || Estimated Time: 1 day, 10:59:58
2023-07-31 22:47:51,896 semantic_segmentation INFO: Iters: 112530/150000 || Lr: 0.005739 || Task Loss: 0.2021 || KD Loss: 0.0342|| 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: 4 days, 9:04:58 || Estimated Time: 1 day, 10:59:24
2023-07-31 22:48:24,826 semantic_segmentation INFO: Iters: 112540/150000 || Lr: 0.005738 || Task Loss: 0.1936 || KD Loss: 0.0439|| 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: 4 days, 9:05:31 || Estimated Time: 1 day, 10:58:50
2023-07-31 22:48:57,623 semantic_segmentation INFO: Iters: 112550/150000 || Lr: 0.005737 || Task Loss: 0.2137 || KD Loss: 0.0406|| 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: 4 days, 9:06:04 || Estimated Time: 1 day, 10:58:16
2023-07-31 22:49:30,605 semantic_segmentation INFO: Iters: 112560/150000 || Lr: 0.005735 || Task Loss: 0.2014 || KD Loss: 0.0395|| 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: 4 days, 9:06:37 || Estimated Time: 1 day, 10:57:43
2023-07-31 22:50:03,792 semantic_segmentation INFO: Iters: 112570/150000 || Lr: 0.005734 || Task Loss: 0.1838 || KD Loss: 0.0414|| 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: 4 days, 9:07:10 || Estimated Time: 1 day, 10:57:09
2023-07-31 22:50:37,300 semantic_segmentation INFO: Iters: 112580/150000 || Lr: 0.005733 || Task Loss: 0.1592 || KD Loss: 0.0782|| 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: 4 days, 9:07:44 || Estimated Time: 1 day, 10:56:35
2023-07-31 22:51:10,570 semantic_segmentation INFO: Iters: 112590/150000 || Lr: 0.005731 || Task Loss: 0.1900 || KD Loss: 0.0324|| 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: 4 days, 9:08:17 || Estimated Time: 1 day, 10:56:02
2023-07-31 22:51:43,548 semantic_segmentation INFO: Iters: 112600/150000 || Lr: 0.005730 || Task Loss: 0.1995 || KD Loss: 0.0361|| 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: 4 days, 9:08:50 || Estimated Time: 1 day, 10:55:28
2023-07-31 22:52:16,571 semantic_segmentation INFO: Iters: 112610/150000 || Lr: 0.005728 || Task Loss: 0.2087 || KD Loss: 0.0462|| 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: 4 days, 9:09:23 || Estimated Time: 1 day, 10:54:54
2023-07-31 22:52:49,604 semantic_segmentation INFO: Iters: 112620/150000 || Lr: 0.005727 || Task Loss: 0.1762 || KD Loss: 0.0358|| 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: 4 days, 9:09:56 || Estimated Time: 1 day, 10:54:20
2023-07-31 22:53:22,482 semantic_segmentation INFO: Iters: 112630/150000 || Lr: 0.005726 || Task Loss: 0.1878 || KD Loss: 0.0438|| 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: 4 days, 9:10:29 || Estimated Time: 1 day, 10:53:46
2023-07-31 22:53:55,444 semantic_segmentation INFO: Iters: 112640/150000 || Lr: 0.005724 || Task Loss: 0.2020 || KD Loss: 0.0405|| 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: 4 days, 9:11:02 || Estimated Time: 1 day, 10:53:12
2023-07-31 22:54:28,382 semantic_segmentation INFO: Iters: 112650/150000 || Lr: 0.005723 || Task Loss: 0.2233 || KD Loss: 0.0348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1315|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4 days, 9:11:35 || Estimated Time: 1 day, 10:52:39
2023-07-31 22:55:01,385 semantic_segmentation INFO: Iters: 112660/150000 || Lr: 0.005722 || Task Loss: 0.1237 || KD Loss: 0.0365|| 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: 4 days, 9:12:08 || Estimated Time: 1 day, 10:52:05
2023-07-31 22:55:34,433 semantic_segmentation INFO: Iters: 112670/150000 || Lr: 0.005720 || Task Loss: 0.1568 || KD Loss: 0.0274|| 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: 4 days, 9:12:41 || Estimated Time: 1 day, 10:51:31
2023-07-31 22:56:07,348 semantic_segmentation INFO: Iters: 112680/150000 || Lr: 0.005719 || Task Loss: 0.2304 || KD Loss: 0.0588|| 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: 4 days, 9:13:14 || Estimated Time: 1 day, 10:50:57
2023-07-31 22:56:40,391 semantic_segmentation INFO: Iters: 112690/150000 || Lr: 0.005717 || Task Loss: 0.1563 || KD Loss: 0.0323|| 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: 4 days, 9:13:47 || Estimated Time: 1 day, 10:50:23
2023-07-31 22:57:13,450 semantic_segmentation INFO: Iters: 112700/150000 || Lr: 0.005716 || Task Loss: 0.1541 || KD Loss: 0.0402|| 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: 4 days, 9:14:20 || Estimated Time: 1 day, 10:49:49
2023-07-31 22:57:46,683 semantic_segmentation INFO: Iters: 112710/150000 || Lr: 0.005715 || Task Loss: 0.1185 || KD Loss: 0.0350|| 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: 4 days, 9:14:53 || Estimated Time: 1 day, 10:49:16
2023-07-31 22:58:20,239 semantic_segmentation INFO: Iters: 112720/150000 || Lr: 0.005713 || Task Loss: 0.1461 || KD Loss: 0.0421|| 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: 4 days, 9:15:27 || Estimated Time: 1 day, 10:48:42
2023-07-31 22:58:53,611 semantic_segmentation INFO: Iters: 112730/150000 || Lr: 0.005712 || Task Loss: 0.1520 || KD Loss: 0.0279|| 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: 4 days, 9:16:00 || Estimated Time: 1 day, 10:48:08
2023-07-31 22:59:26,599 semantic_segmentation INFO: Iters: 112740/150000 || Lr: 0.005711 || Task Loss: 0.1566 || KD Loss: 0.0311|| 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: 4 days, 9:16:33 || Estimated Time: 1 day, 10:47:35
2023-07-31 22:59:59,635 semantic_segmentation INFO: Iters: 112750/150000 || Lr: 0.005709 || Task Loss: 0.2052 || KD Loss: 0.0325|| 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: 4 days, 9:17:06 || Estimated Time: 1 day, 10:47:01
2023-07-31 23:00:32,754 semantic_segmentation INFO: Iters: 112760/150000 || Lr: 0.005708 || Task Loss: 0.1651 || KD Loss: 0.0306|| 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: 4 days, 9:17:39 || Estimated Time: 1 day, 10:46:27
2023-07-31 23:01:05,813 semantic_segmentation INFO: Iters: 112770/150000 || Lr: 0.005706 || Task Loss: 0.1955 || KD Loss: 0.0343|| 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: 4 days, 9:18:12 || Estimated Time: 1 day, 10:45:53
2023-07-31 23:01:38,875 semantic_segmentation INFO: Iters: 112780/150000 || Lr: 0.005705 || Task Loss: 0.2103 || KD Loss: 0.0488|| 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: 4 days, 9:18:45 || Estimated Time: 1 day, 10:45:19
2023-07-31 23:02:11,951 semantic_segmentation INFO: Iters: 112790/150000 || Lr: 0.005704 || Task Loss: 0.1802 || KD Loss: 0.0334|| 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: 4 days, 9:19:18 || Estimated Time: 1 day, 10:44:46
2023-07-31 23:02:45,010 semantic_segmentation INFO: Iters: 112800/150000 || Lr: 0.005702 || Task Loss: 0.1924 || KD Loss: 0.0321|| 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: 4 days, 9:19:51 || Estimated Time: 1 day, 10:44:12
2023-07-31 23:02:45,085 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 23:02:46,005 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.414
2023-07-31 23:02:46,116 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.520
2023-07-31 23:02:46,220 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.526
2023-07-31 23:02:46,325 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.549
2023-07-31 23:02:46,428 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.561
2023-07-31 23:02:46,532 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.564
2023-07-31 23:02:46,637 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.975, mIoU: 0.600
2023-07-31 23:02:46,741 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.974, mIoU: 0.638
2023-07-31 23:02:46,846 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.675
2023-07-31 23:02:46,949 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.723
2023-07-31 23:02:47,053 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.970, mIoU: 0.729
2023-07-31 23:02:47,160 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.741
2023-07-31 23:02:47,265 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.745
2023-07-31 23:02:47,371 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.966, mIoU: 0.740
2023-07-31 23:02:47,477 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.964, mIoU: 0.737
2023-07-31 23:02:47,591 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.962, mIoU: 0.727
2023-07-31 23:02:47,707 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.961, mIoU: 0.728
2023-07-31 23:02:47,815 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.960, mIoU: 0.729
2023-07-31 23:02:47,924 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.959, mIoU: 0.737
2023-07-31 23:02:48,038 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.960, mIoU: 0.744
2023-07-31 23:02:48,156 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.960, mIoU: 0.744
2023-07-31 23:02:48,269 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.957, mIoU: 0.746
2023-07-31 23:02:48,382 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.957, mIoU: 0.746
2023-07-31 23:02:48,490 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.957, mIoU: 0.752
2023-07-31 23:02:48,601 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.956, mIoU: 0.764
2023-07-31 23:02:48,706 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.956, mIoU: 0.766
2023-07-31 23:02:48,816 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.748
2023-07-31 23:02:48,928 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-31 23:02:49,039 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 23:02:49,154 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 23:02:49,265 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 23:02:49,376 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 23:02:49,489 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-31 23:02:49,602 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.953, mIoU: 0.740
2023-07-31 23:02:49,709 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-31 23:02:49,814 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-31 23:02:49,918 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.953, mIoU: 0.738
2023-07-31 23:02:50,025 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.951, mIoU: 0.736
2023-07-31 23:02:50,130 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.951, mIoU: 0.729
2023-07-31 23:02:50,238 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.951, mIoU: 0.730
2023-07-31 23:02:50,344 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.951, mIoU: 0.731
2023-07-31 23:02:50,449 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.952, mIoU: 0.730
2023-07-31 23:02:50,555 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.952, mIoU: 0.731
2023-07-31 23:02:50,663 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.732
2023-07-31 23:02:50,773 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-31 23:02:50,888 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-31 23:02:51,004 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.953, mIoU: 0.731
2023-07-31 23:02:51,116 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.954, mIoU: 0.730
2023-07-31 23:02:51,230 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.954, mIoU: 0.733
2023-07-31 23:02:51,344 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.735
2023-07-31 23:02:51,458 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.735
2023-07-31 23:02:51,562 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.953, mIoU: 0.733
2023-07-31 23:02:51,667 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.953, mIoU: 0.734
2023-07-31 23:02:51,774 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.953, mIoU: 0.736
2023-07-31 23:02:51,880 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.735
2023-07-31 23:02:51,989 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.952, mIoU: 0.738
2023-07-31 23:02:52,102 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.952, mIoU: 0.739
2023-07-31 23:02:52,229 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.952, mIoU: 0.745
2023-07-31 23:02:52,338 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.952, mIoU: 0.749
2023-07-31 23:02:52,445 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.747
2023-07-31 23:02:52,555 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.749
2023-07-31 23:02:52,667 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 23:02:52,782 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.951, mIoU: 0.749
2023-07-31 23:02:52,893 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 23:02:53,002 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.951, mIoU: 0.753
2023-07-31 23:02:53,107 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.951, mIoU: 0.752
2023-07-31 23:02:53,214 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.950, mIoU: 0.751
2023-07-31 23:02:53,321 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.950, mIoU: 0.752
2023-07-31 23:02:53,430 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.950, mIoU: 0.750
2023-07-31 23:02:53,541 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.950, mIoU: 0.750
2023-07-31 23:02:53,658 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.950, mIoU: 0.750
2023-07-31 23:02:53,767 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.950, mIoU: 0.750
2023-07-31 23:02:53,877 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.950, mIoU: 0.749
2023-07-31 23:02:53,985 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.951, mIoU: 0.749
2023-07-31 23:02:54,091 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.950, mIoU: 0.750
2023-07-31 23:02:54,197 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.950, mIoU: 0.749
2023-07-31 23:02:54,302 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.950, mIoU: 0.749
2023-07-31 23:02:54,406 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.951, mIoU: 0.749
2023-07-31 23:02:54,510 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.951, mIoU: 0.749
2023-07-31 23:02:54,614 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 23:02:54,720 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.951, mIoU: 0.751
2023-07-31 23:02:54,825 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 23:02:54,930 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.951, mIoU: 0.750
2023-07-31 23:02:55,032 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.950, mIoU: 0.747
2023-07-31 23:02:55,135 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.947, mIoU: 0.743
2023-07-31 23:02:55,237 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.947, mIoU: 0.743
2023-07-31 23:02:55,343 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.947, mIoU: 0.743
2023-07-31 23:02:55,447 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.948, mIoU: 0.743
2023-07-31 23:02:55,552 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.947, mIoU: 0.743
2023-07-31 23:02:55,656 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.948, mIoU: 0.742
2023-07-31 23:02:55,762 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.948, mIoU: 0.743
2023-07-31 23:02:55,867 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.948, mIoU: 0.759
2023-07-31 23:02:55,973 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.948, mIoU: 0.758
2023-07-31 23:02:56,081 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.948, mIoU: 0.758
2023-07-31 23:02:56,188 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.949, mIoU: 0.758
2023-07-31 23:02:56,308 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.948, mIoU: 0.758
2023-07-31 23:02:56,425 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.948, mIoU: 0.759
2023-07-31 23:02:56,543 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.949, mIoU: 0.759
2023-07-31 23:02:56,656 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.948, mIoU: 0.758
2023-07-31 23:02:56,772 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.948, mIoU: 0.759
2023-07-31 23:02:56,886 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.946, mIoU: 0.759
2023-07-31 23:02:56,998 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.946, mIoU: 0.756
2023-07-31 23:02:57,107 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.946, mIoU: 0.757
2023-07-31 23:02:57,225 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.946, mIoU: 0.757
2023-07-31 23:02:57,347 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.946, mIoU: 0.757
2023-07-31 23:02:57,458 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.946, mIoU: 0.757
2023-07-31 23:02:57,567 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.947, mIoU: 0.757
2023-07-31 23:02:57,677 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.947, mIoU: 0.758
2023-07-31 23:02:57,792 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.947, mIoU: 0.758
2023-07-31 23:02:57,901 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.947, mIoU: 0.758
2023-07-31 23:02:58,010 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.947, mIoU: 0.758
2023-07-31 23:02:58,116 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.947, mIoU: 0.758
2023-07-31 23:02:58,224 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.947, mIoU: 0.758
2023-07-31 23:02:58,332 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.947, mIoU: 0.758
2023-07-31 23:02:58,438 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.947, mIoU: 0.757
2023-07-31 23:02:58,544 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.947, mIoU: 0.757
2023-07-31 23:02:58,658 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.947, mIoU: 0.749
2023-07-31 23:02:58,776 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.947, mIoU: 0.750
2023-07-31 23:02:58,888 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.947, mIoU: 0.752
2023-07-31 23:02:58,998 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.947, mIoU: 0.752
2023-07-31 23:02:59,107 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.947, mIoU: 0.751
2023-07-31 23:02:59,216 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.947, mIoU: 0.751
2023-07-31 23:02:59,324 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.947, mIoU: 0.751
2023-07-31 23:02:59,432 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.947, mIoU: 0.752
2023-07-31 23:02:59,536 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.947, mIoU: 0.752
2023-07-31 23:02:59,639 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.947, mIoU: 0.754
2023-07-31 23:02:59,744 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.947, mIoU: 0.756
2023-07-31 23:02:59,849 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.947, mIoU: 0.756
2023-07-31 23:02:59,960 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.947, mIoU: 0.755
2023-07-31 23:03:00,065 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.947, mIoU: 0.755
2023-07-31 23:03:00,172 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.947, mIoU: 0.755
2023-07-31 23:03:00,274 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.948, mIoU: 0.755
2023-07-31 23:03:00,382 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.948, mIoU: 0.754
2023-07-31 23:03:00,486 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.948, mIoU: 0.754
2023-07-31 23:03:00,591 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.948, mIoU: 0.753
2023-07-31 23:03:00,699 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.948, mIoU: 0.753
2023-07-31 23:03:00,807 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.948, mIoU: 0.753
2023-07-31 23:03:00,919 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.948, mIoU: 0.751
2023-07-31 23:03:01,036 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.948, mIoU: 0.751
2023-07-31 23:03:01,150 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.948, mIoU: 0.752
2023-07-31 23:03:01,261 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.948, mIoU: 0.752
2023-07-31 23:03:01,380 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.948, mIoU: 0.752
2023-07-31 23:03:01,501 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.948, mIoU: 0.751
2023-07-31 23:03:01,608 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.948, mIoU: 0.751
2023-07-31 23:03:01,718 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.948, mIoU: 0.751
2023-07-31 23:03:01,832 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.948, mIoU: 0.752
2023-07-31 23:03:01,943 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.948, mIoU: 0.752
2023-07-31 23:03:02,056 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.948, mIoU: 0.751
2023-07-31 23:03:02,169 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.948, mIoU: 0.751
2023-07-31 23:03:02,283 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.948, mIoU: 0.750
2023-07-31 23:03:02,400 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.948, mIoU: 0.751
2023-07-31 23:03:02,512 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.948, mIoU: 0.751
2023-07-31 23:03:02,622 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.948, mIoU: 0.751
2023-07-31 23:03:02,728 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.948, mIoU: 0.751
2023-07-31 23:03:02,832 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.948, mIoU: 0.751
2023-07-31 23:03:02,936 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.948, mIoU: 0.752
2023-07-31 23:03:03,043 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.948, mIoU: 0.752
2023-07-31 23:03:03,148 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.948, mIoU: 0.752
2023-07-31 23:03:03,253 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.948, mIoU: 0.751
2023-07-31 23:03:03,363 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.948, mIoU: 0.751
2023-07-31 23:03:03,477 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.948, mIoU: 0.750
2023-07-31 23:03:03,590 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.947, mIoU: 0.748
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2023-07-31 23:03:25,377 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 23:03:25,490 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 23:03:25,606 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 23:03:25,720 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 23:03:25,833 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 23:03:25,944 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 23:03:26,056 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 23:03:26,166 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.950, mIoU: 0.739
2023-07-31 23:03:26,276 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 23:03:26,386 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 23:03:26,506 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 23:03:26,622 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.951, mIoU: 0.740
2023-07-31 23:03:26,734 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 23:03:26,845 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 23:03:26,960 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 23:03:27,074 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 23:03:27,187 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 23:03:27,302 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 23:03:27,411 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 23:03:27,519 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 23:03:27,631 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 23:03:27,746 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-31 23:03:27,864 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-31 23:03:27,977 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-31 23:03:28,090 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-31 23:03:28,202 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-31 23:03:28,313 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.951, mIoU: 0.742
2023-07-31 23:03:28,424 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.951, mIoU: 0.743
2023-07-31 23:03:28,532 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.952, mIoU: 0.743
2023-07-31 23:03:28,640 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.952, mIoU: 0.743
2023-07-31 23:03:28,750 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.952, mIoU: 0.743
2023-07-31 23:03:28,866 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.952, mIoU: 0.743
2023-07-31 23:03:28,980 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.952, mIoU: 0.743
2023-07-31 23:03:29,094 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.952, mIoU: 0.743
2023-07-31 23:03:29,210 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 23:03:29,324 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 23:03:29,438 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 23:03:29,550 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 23:03:29,660 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 23:03:29,769 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 23:03:29,878 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 23:03:29,991 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 23:03:30,105 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 23:03:30,216 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 23:03:30,325 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 23:03:30,434 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 23:03:30,546 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.952, mIoU: 0.744
2023-07-31 23:03:30,655 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 23:03:30,767 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 23:03:30,874 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 23:03:30,979 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 23:03:31,083 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.953, mIoU: 0.744
2023-07-31 23:03:31,191 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 23:03:31,300 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 23:03:31,405 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 23:03:31,511 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 23:03:31,625 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 23:03:31,729 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 23:03:31,844 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 23:03:31,959 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 23:03:32,074 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 23:03:32,188 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 23:03:32,304 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 23:03:32,418 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.953, mIoU: 0.745
2023-07-31 23:03:32,529 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 23:03:32,642 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 23:03:32,755 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 23:03:32,873 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 23:03:32,989 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 23:03:33,101 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.953, mIoU: 0.746
2023-07-31 23:03:33,214 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 23:03:33,326 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 23:03:33,438 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 23:03:33,548 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 23:03:33,657 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 23:03:33,767 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 23:03:33,887 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 23:03:34,006 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 23:03:34,116 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 23:03:34,226 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 23:03:34,336 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 23:03:34,450 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 23:03:34,562 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 23:03:34,677 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 23:03:34,786 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 23:03:34,899 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 23:03:35,007 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 23:03:35,122 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 23:03:35,240 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 23:03:35,352 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 23:03:35,462 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 23:03:35,574 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.954, mIoU: 0.746
2023-07-31 23:03:35,688 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.955, mIoU: 0.746
2023-07-31 23:03:35,798 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.955, mIoU: 0.746
2023-07-31 23:03:35,912 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.955, mIoU: 0.746
2023-07-31 23:03:36,017 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.955, mIoU: 0.746
2023-07-31 23:03:36,136 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.955, mIoU: 0.746
2023-07-31 23:03:36,255 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.955, mIoU: 0.746
2023-07-31 23:03:36,374 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.955, mIoU: 0.747
2023-07-31 23:03:36,492 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.955, mIoU: 0.747
2023-07-31 23:03:36,607 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.955, mIoU: 0.748
2023-07-31 23:03:36,724 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.955, mIoU: 0.748
2023-07-31 23:03:36,846 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.955, mIoU: 0.748
2023-07-31 23:03:36,960 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.955, mIoU: 0.748
2023-07-31 23:03:37,078 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.955, mIoU: 0.748
2023-07-31 23:03:37,193 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.955, mIoU: 0.748
2023-07-31 23:03:37,307 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.955, mIoU: 0.748
2023-07-31 23:03:37,423 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.955, mIoU: 0.749
2023-07-31 23:03:37,538 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.955, mIoU: 0.749
2023-07-31 23:03:37,651 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.955, mIoU: 0.749
2023-07-31 23:03:37,764 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.955, mIoU: 0.749
2023-07-31 23:03:37,879 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.955, mIoU: 0.748
2023-07-31 23:03:37,995 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.955, mIoU: 0.748
2023-07-31 23:03:38,110 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.955, mIoU: 0.748
2023-07-31 23:03:38,223 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.955, mIoU: 0.748
2023-07-31 23:03:38,335 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.955, mIoU: 0.748
2023-07-31 23:03:38,450 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.955, mIoU: 0.748
2023-07-31 23:03:38,562 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.955, mIoU: 0.749
2023-07-31 23:03:38,671 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.955, mIoU: 0.749
2023-07-31 23:03:38,784 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.955, mIoU: 0.749
2023-07-31 23:03:38,900 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.955, mIoU: 0.749
2023-07-31 23:03:39,016 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.955, mIoU: 0.749
2023-07-31 23:03:39,131 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.955, mIoU: 0.749
2023-07-31 23:03:39,245 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.955, mIoU: 0.749
2023-07-31 23:03:39,360 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.955, mIoU: 0.749
2023-07-31 23:03:39,471 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.955, mIoU: 0.749
2023-07-31 23:03:39,583 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.955, mIoU: 0.749
2023-07-31 23:03:39,693 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.956, mIoU: 0.749
2023-07-31 23:03:39,801 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.956, mIoU: 0.749
2023-07-31 23:03:39,908 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.955, mIoU: 0.749
2023-07-31 23:03:40,019 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.955, mIoU: 0.749
2023-07-31 23:03:40,132 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.956, mIoU: 0.749
2023-07-31 23:03:40,242 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.956, mIoU: 0.749
2023-07-31 23:03:40,352 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.956, mIoU: 0.749
2023-07-31 23:03:40,463 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.956, mIoU: 0.750
2023-07-31 23:03:40,574 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.956, mIoU: 0.750
2023-07-31 23:03:40,684 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.956, mIoU: 0.750
2023-07-31 23:03:40,793 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.956, mIoU: 0.750
2023-07-31 23:03:40,900 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.956, mIoU: 0.750
2023-07-31 23:03:41,009 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.956, mIoU: 0.750
2023-07-31 23:03:41,113 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.956, mIoU: 0.750
2023-07-31 23:03:41,217 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.956, mIoU: 0.750
2023-07-31 23:03:41,320 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.956, mIoU: 0.750
2023-07-31 23:03:41,421 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.956, mIoU: 0.750
2023-07-31 23:04:15,044 semantic_segmentation INFO: Iters: 112810/150000 || Lr: 0.005701 || Task Loss: 0.1315 || KD Loss: 0.0333|| 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: 4 days, 9:21:21 || Estimated Time: 1 day, 10:43:57
2023-07-31 23:04:48,149 semantic_segmentation INFO: Iters: 112820/150000 || Lr: 0.005700 || Task Loss: 0.2089 || KD Loss: 0.0405|| 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: 4 days, 9:21:55 || Estimated Time: 1 day, 10:43:23
2023-07-31 23:05:21,293 semantic_segmentation INFO: Iters: 112830/150000 || Lr: 0.005698 || Task Loss: 0.1469 || KD Loss: 0.0323|| 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: 4 days, 9:22:28 || Estimated Time: 1 day, 10:42:49
2023-07-31 23:05:54,780 semantic_segmentation INFO: Iters: 112840/150000 || Lr: 0.005697 || Task Loss: 0.1764 || KD Loss: 0.0330|| 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: 4 days, 9:23:01 || Estimated Time: 1 day, 10:42:15
2023-07-31 23:06:28,380 semantic_segmentation INFO: Iters: 112850/150000 || Lr: 0.005695 || Task Loss: 0.1967 || KD Loss: 0.0342|| 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: 4 days, 9:23:35 || Estimated Time: 1 day, 10:41:42
2023-07-31 23:07:01,588 semantic_segmentation INFO: Iters: 112860/150000 || Lr: 0.005694 || Task Loss: 0.1733 || KD Loss: 0.0537|| 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: 4 days, 9:24:08 || Estimated Time: 1 day, 10:41:08
2023-07-31 23:07:34,638 semantic_segmentation INFO: Iters: 112870/150000 || Lr: 0.005693 || Task Loss: 0.1931 || KD Loss: 0.0364|| 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: 4 days, 9:24:41 || Estimated Time: 1 day, 10:40:34
2023-07-31 23:08:07,786 semantic_segmentation INFO: Iters: 112880/150000 || Lr: 0.005691 || Task Loss: 0.1399 || KD Loss: 0.0529|| 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: 4 days, 9:25:14 || Estimated Time: 1 day, 10:40:01
2023-07-31 23:08:40,861 semantic_segmentation INFO: Iters: 112890/150000 || Lr: 0.005690 || Task Loss: 0.1504 || KD Loss: 0.0400|| 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: 4 days, 9:25:47 || Estimated Time: 1 day, 10:39:27
2023-07-31 23:09:13,956 semantic_segmentation INFO: Iters: 112900/150000 || Lr: 0.005688 || Task Loss: 0.1488 || KD Loss: 0.0307|| 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: 4 days, 9:26:20 || Estimated Time: 1 day, 10:38:53
2023-07-31 23:09:46,958 semantic_segmentation INFO: Iters: 112910/150000 || Lr: 0.005687 || Task Loss: 0.1459 || KD Loss: 0.0312|| 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: 4 days, 9:26:53 || Estimated Time: 1 day, 10:38:19
2023-07-31 23:10:20,113 semantic_segmentation INFO: Iters: 112920/150000 || Lr: 0.005686 || Task Loss: 0.1507 || KD Loss: 0.0337|| 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: 4 days, 9:27:26 || Estimated Time: 1 day, 10:37:45
2023-07-31 23:10:53,269 semantic_segmentation INFO: Iters: 112930/150000 || Lr: 0.005684 || Task Loss: 0.0947 || KD Loss: 0.0238|| 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: 4 days, 9:28:00 || Estimated Time: 1 day, 10:37:12
2023-07-31 23:11:26,282 semantic_segmentation INFO: Iters: 112940/150000 || Lr: 0.005683 || Task Loss: 0.1901 || KD Loss: 0.0380|| 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: 4 days, 9:28:33 || Estimated Time: 1 day, 10:36:38
2023-07-31 23:11:59,508 semantic_segmentation INFO: Iters: 112950/150000 || Lr: 0.005682 || Task Loss: 0.1907 || KD Loss: 0.0604|| 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: 4 days, 9:29:06 || Estimated Time: 1 day, 10:36:04
2023-07-31 23:12:32,804 semantic_segmentation INFO: Iters: 112960/150000 || Lr: 0.005680 || Task Loss: 0.1923 || KD Loss: 0.0406|| 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: 4 days, 9:29:39 || Estimated Time: 1 day, 10:35:30
2023-07-31 23:13:05,890 semantic_segmentation INFO: Iters: 112970/150000 || Lr: 0.005679 || Task Loss: 0.2322 || KD Loss: 0.0484|| 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: 4 days, 9:30:12 || Estimated Time: 1 day, 10:34:56
2023-07-31 23:13:39,331 semantic_segmentation INFO: Iters: 112980/150000 || Lr: 0.005677 || Task Loss: 0.2418 || KD Loss: 0.0461|| 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: 4 days, 9:30:46 || Estimated Time: 1 day, 10:34:23
2023-07-31 23:14:12,944 semantic_segmentation INFO: Iters: 112990/150000 || Lr: 0.005676 || Task Loss: 0.1651 || KD Loss: 0.0390|| 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: 4 days, 9:31:19 || Estimated Time: 1 day, 10:33:49
2023-07-31 23:14:46,229 semantic_segmentation INFO: Iters: 113000/150000 || Lr: 0.005675 || Task Loss: 0.1945 || KD Loss: 0.0342|| 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: 4 days, 9:31:53 || Estimated Time: 1 day, 10:33:15
2023-07-31 23:15:19,298 semantic_segmentation INFO: Iters: 113010/150000 || Lr: 0.005673 || Task Loss: 0.1507 || KD Loss: 0.0273|| 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: 4 days, 9:32:26 || Estimated Time: 1 day, 10:32:42
2023-07-31 23:15:52,432 semantic_segmentation INFO: Iters: 113020/150000 || Lr: 0.005672 || Task Loss: 0.1959 || KD Loss: 0.0800|| 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: 4 days, 9:32:59 || Estimated Time: 1 day, 10:32:08
2023-07-31 23:16:25,552 semantic_segmentation INFO: Iters: 113030/150000 || Lr: 0.005671 || Task Loss: 0.1422 || KD Loss: 0.0310|| 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: 4 days, 9:33:32 || Estimated Time: 1 day, 10:31:34
2023-07-31 23:16:58,733 semantic_segmentation INFO: Iters: 113040/150000 || Lr: 0.005669 || Task Loss: 0.4240 || KD Loss: 0.0401|| 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: 4 days, 9:34:05 || Estimated Time: 1 day, 10:31:00
2023-07-31 23:17:31,842 semantic_segmentation INFO: Iters: 113050/150000 || Lr: 0.005668 || Task Loss: 0.1469 || KD Loss: 0.0428|| 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: 4 days, 9:34:38 || Estimated Time: 1 day, 10:30:27
2023-07-31 23:18:05,077 semantic_segmentation INFO: Iters: 113060/150000 || Lr: 0.005666 || Task Loss: 0.2422 || KD Loss: 0.0564|| 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: 4 days, 9:35:11 || Estimated Time: 1 day, 10:29:53
2023-07-31 23:18:38,202 semantic_segmentation INFO: Iters: 113070/150000 || Lr: 0.005665 || Task Loss: 0.3005 || KD Loss: 0.0686|| 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: 4 days, 9:35:45 || Estimated Time: 1 day, 10:29:19
2023-07-31 23:19:11,352 semantic_segmentation INFO: Iters: 113080/150000 || Lr: 0.005664 || Task Loss: 0.2159 || KD Loss: 0.0450|| 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: 4 days, 9:36:18 || Estimated Time: 1 day, 10:28:45
2023-07-31 23:19:44,549 semantic_segmentation INFO: Iters: 113090/150000 || Lr: 0.005662 || Task Loss: 0.1973 || KD Loss: 0.0474|| 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: 4 days, 9:36:51 || Estimated Time: 1 day, 10:28:11
2023-07-31 23:20:17,708 semantic_segmentation INFO: Iters: 113100/150000 || Lr: 0.005661 || Task Loss: 0.2239 || KD Loss: 0.1032|| 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: 4 days, 9:37:24 || Estimated Time: 1 day, 10:27:38
2023-07-31 23:20:50,885 semantic_segmentation INFO: Iters: 113110/150000 || Lr: 0.005659 || Task Loss: 0.1380 || KD Loss: 0.0616|| 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: 4 days, 9:37:57 || Estimated Time: 1 day, 10:27:04
2023-07-31 23:21:24,280 semantic_segmentation INFO: Iters: 113120/150000 || Lr: 0.005658 || Task Loss: 0.2106 || KD Loss: 0.0444|| 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: 4 days, 9:38:31 || Estimated Time: 1 day, 10:26:30
2023-07-31 23:21:57,927 semantic_segmentation INFO: Iters: 113130/150000 || Lr: 0.005657 || Task Loss: 0.2394 || KD Loss: 0.0507|| 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: 4 days, 9:39:04 || Estimated Time: 1 day, 10:25:57
2023-07-31 23:22:31,514 semantic_segmentation INFO: Iters: 113140/150000 || Lr: 0.005655 || Task Loss: 0.1831 || KD Loss: 0.0527|| 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 days, 9:39:38 || Estimated Time: 1 day, 10:25:23
2023-07-31 23:23:04,721 semantic_segmentation INFO: Iters: 113150/150000 || Lr: 0.005654 || Task Loss: 0.1924 || KD Loss: 0.0421|| 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: 4 days, 9:40:11 || Estimated Time: 1 day, 10:24:49
2023-07-31 23:23:37,835 semantic_segmentation INFO: Iters: 113160/150000 || Lr: 0.005653 || Task Loss: 0.2251 || KD Loss: 0.0614|| 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: 4 days, 9:40:44 || Estimated Time: 1 day, 10:24:15
2023-07-31 23:24:11,047 semantic_segmentation INFO: Iters: 113170/150000 || Lr: 0.005651 || Task Loss: 0.1873 || KD Loss: 0.0421|| 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: 4 days, 9:41:17 || Estimated Time: 1 day, 10:23:42
2023-07-31 23:24:44,185 semantic_segmentation INFO: Iters: 113180/150000 || Lr: 0.005650 || Task Loss: 0.1399 || KD Loss: 0.0482|| 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: 4 days, 9:41:51 || Estimated Time: 1 day, 10:23:08
2023-07-31 23:25:17,344 semantic_segmentation INFO: Iters: 113190/150000 || Lr: 0.005648 || Task Loss: 0.1433 || KD Loss: 0.0511|| 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: 4 days, 9:42:24 || Estimated Time: 1 day, 10:22:34
2023-07-31 23:25:50,497 semantic_segmentation INFO: Iters: 113200/150000 || Lr: 0.005647 || Task Loss: 0.2422 || KD Loss: 0.0669|| 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: 4 days, 9:42:57 || Estimated Time: 1 day, 10:22:00
2023-07-31 23:26:23,661 semantic_segmentation INFO: Iters: 113210/150000 || Lr: 0.005646 || Task Loss: 0.1924 || KD Loss: 0.0451|| 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: 4 days, 9:43:30 || Estimated Time: 1 day, 10:21:27
2023-07-31 23:26:56,820 semantic_segmentation INFO: Iters: 113220/150000 || Lr: 0.005644 || Task Loss: 0.1904 || KD Loss: 0.0511|| 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: 4 days, 9:44:03 || Estimated Time: 1 day, 10:20:53
2023-07-31 23:27:29,968 semantic_segmentation INFO: Iters: 113230/150000 || Lr: 0.005643 || Task Loss: 0.1941 || KD Loss: 0.0380|| 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: 4 days, 9:44:36 || Estimated Time: 1 day, 10:20:19
2023-07-31 23:28:03,068 semantic_segmentation INFO: Iters: 113240/150000 || Lr: 0.005642 || Task Loss: 0.1682 || KD Loss: 0.0377|| 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: 4 days, 9:45:09 || Estimated Time: 1 day, 10:19:45
2023-07-31 23:28:36,177 semantic_segmentation INFO: Iters: 113250/150000 || Lr: 0.005640 || Task Loss: 0.2092 || KD Loss: 0.0424|| 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 days, 9:45:43 || Estimated Time: 1 day, 10:19:11
2023-07-31 23:29:09,422 semantic_segmentation INFO: Iters: 113260/150000 || Lr: 0.005639 || Task Loss: 0.1533 || KD Loss: 0.0445|| 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: 4 days, 9:46:16 || Estimated Time: 1 day, 10:18:38
2023-07-31 23:29:43,151 semantic_segmentation INFO: Iters: 113270/150000 || Lr: 0.005637 || Task Loss: 0.1496 || KD Loss: 0.0291|| 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: 4 days, 9:46:50 || Estimated Time: 1 day, 10:18:04
2023-07-31 23:30:16,799 semantic_segmentation INFO: Iters: 113280/150000 || Lr: 0.005636 || Task Loss: 0.1712 || KD Loss: 0.0396|| 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: 4 days, 9:47:23 || Estimated Time: 1 day, 10:17:31
2023-07-31 23:30:49,924 semantic_segmentation INFO: Iters: 113290/150000 || Lr: 0.005635 || Task Loss: 0.2127 || KD Loss: 0.0562|| 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: 4 days, 9:47:56 || Estimated Time: 1 day, 10:16:57
2023-07-31 23:31:23,177 semantic_segmentation INFO: Iters: 113300/150000 || Lr: 0.005633 || Task Loss: 0.1649 || KD Loss: 0.0264|| 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: 4 days, 9:48:30 || Estimated Time: 1 day, 10:16:23
2023-07-31 23:31:56,296 semantic_segmentation INFO: Iters: 113310/150000 || Lr: 0.005632 || Task Loss: 0.2313 || KD Loss: 0.0434|| 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: 4 days, 9:49:03 || Estimated Time: 1 day, 10:15:49
2023-07-31 23:32:29,535 semantic_segmentation INFO: Iters: 113320/150000 || Lr: 0.005630 || Task Loss: 0.1341 || KD Loss: 0.0341|| 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: 4 days, 9:49:36 || Estimated Time: 1 day, 10:15:16
2023-07-31 23:33:02,794 semantic_segmentation INFO: Iters: 113330/150000 || Lr: 0.005629 || Task Loss: 0.1760 || KD Loss: 0.0384|| 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: 4 days, 9:50:09 || Estimated Time: 1 day, 10:14:42
2023-07-31 23:33:35,884 semantic_segmentation INFO: Iters: 113340/150000 || Lr: 0.005628 || Task Loss: 0.1468 || KD Loss: 0.0332|| 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: 4 days, 9:50:42 || Estimated Time: 1 day, 10:14:08
2023-07-31 23:34:09,069 semantic_segmentation INFO: Iters: 113350/150000 || Lr: 0.005626 || Task Loss: 0.1940 || KD Loss: 0.0432|| 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: 4 days, 9:51:15 || Estimated Time: 1 day, 10:13:34
2023-07-31 23:34:42,203 semantic_segmentation INFO: Iters: 113360/150000 || Lr: 0.005625 || Task Loss: 0.1314 || KD Loss: 0.0229|| 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: 4 days, 9:51:49 || Estimated Time: 1 day, 10:13:00
2023-07-31 23:35:15,428 semantic_segmentation INFO: Iters: 113370/150000 || Lr: 0.005624 || Task Loss: 0.2098 || KD Loss: 0.0588|| 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: 4 days, 9:52:22 || Estimated Time: 1 day, 10:12:27
2023-07-31 23:35:48,599 semantic_segmentation INFO: Iters: 113380/150000 || Lr: 0.005622 || Task Loss: 0.1966 || KD Loss: 0.0426|| 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: 4 days, 9:52:55 || Estimated Time: 1 day, 10:11:53
2023-07-31 23:36:21,837 semantic_segmentation INFO: Iters: 113390/150000 || Lr: 0.005621 || Task Loss: 0.1991 || KD Loss: 0.0341|| 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: 4 days, 9:53:28 || Estimated Time: 1 day, 10:11:19
2023-07-31 23:36:55,207 semantic_segmentation INFO: Iters: 113400/150000 || Lr: 0.005619 || Task Loss: 0.1298 || KD Loss: 0.0468|| 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: 4 days, 9:54:02 || Estimated Time: 1 day, 10:10:45
2023-07-31 23:37:28,716 semantic_segmentation INFO: Iters: 113410/150000 || Lr: 0.005618 || Task Loss: 0.1763 || KD Loss: 0.0455|| 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: 4 days, 9:54:35 || Estimated Time: 1 day, 10:10:12
2023-07-31 23:38:02,398 semantic_segmentation INFO: Iters: 113420/150000 || Lr: 0.005617 || Task Loss: 0.1788 || KD Loss: 0.0438|| 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: 4 days, 9:55:09 || Estimated Time: 1 day, 10:09:38
2023-07-31 23:38:35,777 semantic_segmentation INFO: Iters: 113430/150000 || Lr: 0.005615 || Task Loss: 0.2273 || KD Loss: 0.0328|| 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: 4 days, 9:55:42 || Estimated Time: 1 day, 10:09:05
2023-07-31 23:39:09,017 semantic_segmentation INFO: Iters: 113440/150000 || Lr: 0.005614 || Task Loss: 0.1344 || KD Loss: 0.0281|| 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: 4 days, 9:56:15 || Estimated Time: 1 day, 10:08:31
2023-07-31 23:39:42,251 semantic_segmentation INFO: Iters: 113450/150000 || Lr: 0.005613 || Task Loss: 0.1906 || KD Loss: 0.0475|| 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: 4 days, 9:56:49 || Estimated Time: 1 day, 10:07:57
2023-07-31 23:40:15,390 semantic_segmentation INFO: Iters: 113460/150000 || Lr: 0.005611 || Task Loss: 0.1506 || KD Loss: 0.0428|| 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 days, 9:57:22 || Estimated Time: 1 day, 10:07:23
2023-07-31 23:40:48,633 semantic_segmentation INFO: Iters: 113470/150000 || Lr: 0.005610 || Task Loss: 0.1678 || KD Loss: 0.0423|| 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: 4 days, 9:57:55 || Estimated Time: 1 day, 10:06:50
2023-07-31 23:41:21,850 semantic_segmentation INFO: Iters: 113480/150000 || Lr: 0.005608 || Task Loss: 0.1290 || KD Loss: 0.0376|| 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: 4 days, 9:58:28 || Estimated Time: 1 day, 10:06:16
2023-07-31 23:41:55,110 semantic_segmentation INFO: Iters: 113490/150000 || Lr: 0.005607 || Task Loss: 0.1572 || KD Loss: 0.0295|| 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: 4 days, 9:59:01 || Estimated Time: 1 day, 10:05:42
2023-07-31 23:42:28,360 semantic_segmentation INFO: Iters: 113500/150000 || Lr: 0.005606 || Task Loss: 0.1683 || KD Loss: 0.0321|| 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: 4 days, 9:59:35 || Estimated Time: 1 day, 10:05:08
2023-07-31 23:43:01,615 semantic_segmentation INFO: Iters: 113510/150000 || Lr: 0.005604 || Task Loss: 0.1475 || KD Loss: 0.0492|| 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 days, 10:00:08 || Estimated Time: 1 day, 10:04:35
2023-07-31 23:43:34,827 semantic_segmentation INFO: Iters: 113520/150000 || Lr: 0.005603 || Task Loss: 0.2192 || KD Loss: 0.0498|| 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: 4 days, 10:00:41 || Estimated Time: 1 day, 10:04:01
2023-07-31 23:44:08,089 semantic_segmentation INFO: Iters: 113530/150000 || Lr: 0.005601 || Task Loss: 0.1580 || KD Loss: 0.0371|| 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: 4 days, 10:01:14 || Estimated Time: 1 day, 10:03:27
2023-07-31 23:44:41,371 semantic_segmentation INFO: Iters: 113540/150000 || Lr: 0.005600 || Task Loss: 0.2427 || KD Loss: 0.0512|| 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: 4 days, 10:01:48 || Estimated Time: 1 day, 10:02:53
2023-07-31 23:45:14,743 semantic_segmentation INFO: Iters: 113550/150000 || Lr: 0.005599 || Task Loss: 0.1457 || KD Loss: 0.0386|| 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: 4 days, 10:02:21 || Estimated Time: 1 day, 10:02:20
2023-07-31 23:45:48,474 semantic_segmentation INFO: Iters: 113560/150000 || Lr: 0.005597 || Task Loss: 0.2323 || KD Loss: 0.0406|| 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: 4 days, 10:02:55 || Estimated Time: 1 day, 10:01:46
2023-07-31 23:46:22,022 semantic_segmentation INFO: Iters: 113570/150000 || Lr: 0.005596 || Task Loss: 0.1476 || KD Loss: 0.0315|| 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: 4 days, 10:03:28 || Estimated Time: 1 day, 10:01:12
2023-07-31 23:46:55,272 semantic_segmentation INFO: Iters: 113580/150000 || Lr: 0.005595 || Task Loss: 0.2039 || KD Loss: 0.0381|| 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: 4 days, 10:04:02 || Estimated Time: 1 day, 10:00:39
2023-07-31 23:47:28,490 semantic_segmentation INFO: Iters: 113590/150000 || Lr: 0.005593 || Task Loss: 0.1622 || KD Loss: 0.0345|| 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: 4 days, 10:04:35 || Estimated Time: 1 day, 10:00:05
2023-07-31 23:48:01,761 semantic_segmentation INFO: Iters: 113600/150000 || Lr: 0.005592 || Task Loss: 0.1163 || KD Loss: 0.0348|| 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: 4 days, 10:05:08 || Estimated Time: 1 day, 9:59:31
2023-07-31 23:48:01,827 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-31 23:48:02,743 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.406
2023-07-31 23:48:02,857 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.515
2023-07-31 23:48:02,971 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.522
2023-07-31 23:48:03,085 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.545
2023-07-31 23:48:03,196 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.549
2023-07-31 23:48:03,301 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.548
2023-07-31 23:48:03,407 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.588
2023-07-31 23:48:03,517 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.627
2023-07-31 23:48:03,629 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.661
2023-07-31 23:48:03,746 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.712
2023-07-31 23:48:03,853 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.719
2023-07-31 23:48:03,960 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.747
2023-07-31 23:48:04,068 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.751
2023-07-31 23:48:04,173 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.738
2023-07-31 23:48:04,283 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.739
2023-07-31 23:48:04,390 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.728
2023-07-31 23:48:04,496 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.728
2023-07-31 23:48:04,603 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.729
2023-07-31 23:48:04,706 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.736
2023-07-31 23:48:04,813 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.743
2023-07-31 23:48:04,919 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.742
2023-07-31 23:48:05,022 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.957, mIoU: 0.756
2023-07-31 23:48:05,126 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.956, mIoU: 0.756
2023-07-31 23:48:05,230 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.762
2023-07-31 23:48:05,336 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.955, mIoU: 0.775
2023-07-31 23:48:05,440 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.955, mIoU: 0.776
2023-07-31 23:48:05,547 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.766
2023-07-31 23:48:05,652 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.761
2023-07-31 23:48:05,758 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.759
2023-07-31 23:48:05,863 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.953, mIoU: 0.755
2023-07-31 23:48:05,973 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.754
2023-07-31 23:48:06,085 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.752
2023-07-31 23:48:06,203 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.752
2023-07-31 23:48:06,317 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.952, mIoU: 0.752
2023-07-31 23:48:06,427 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.754
2023-07-31 23:48:06,539 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.952, mIoU: 0.754
2023-07-31 23:48:06,645 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.952, mIoU: 0.750
2023-07-31 23:48:06,753 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.951, mIoU: 0.748
2023-07-31 23:48:06,859 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.950, mIoU: 0.740
2023-07-31 23:48:06,976 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 23:48:07,081 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 23:48:07,189 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.951, mIoU: 0.741
2023-07-31 23:48:07,300 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.952, mIoU: 0.741
2023-07-31 23:48:07,416 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.952, mIoU: 0.743
2023-07-31 23:48:07,534 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.952, mIoU: 0.742
2023-07-31 23:48:07,650 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-31 23:48:07,766 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.953, mIoU: 0.743
2023-07-31 23:48:07,882 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.953, mIoU: 0.742
2023-07-31 23:48:07,996 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.954, mIoU: 0.745
2023-07-31 23:48:08,109 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.747
2023-07-31 23:48:08,222 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.953, mIoU: 0.748
2023-07-31 23:48:08,334 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.953, mIoU: 0.749
2023-07-31 23:48:08,451 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.953, mIoU: 0.751
2023-07-31 23:48:08,565 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.953, mIoU: 0.754
2023-07-31 23:48:08,677 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.753
2023-07-31 23:48:08,789 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.952, mIoU: 0.750
2023-07-31 23:48:08,903 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.952, mIoU: 0.750
2023-07-31 23:48:09,012 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.953, mIoU: 0.757
2023-07-31 23:48:09,122 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.953, mIoU: 0.761
2023-07-31 23:48:09,230 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.759
2023-07-31 23:48:09,340 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.762
2023-07-31 23:48:09,449 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.952, mIoU: 0.763
2023-07-31 23:48:09,568 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.952, mIoU: 0.762
2023-07-31 23:48:09,686 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.952, mIoU: 0.764
2023-07-31 23:48:09,796 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.952, mIoU: 0.766
2023-07-31 23:48:09,903 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.952, mIoU: 0.767
2023-07-31 23:48:10,017 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.951, mIoU: 0.766
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2023-07-31 23:48:21,102 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.948, mIoU: 0.755
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2023-07-31 23:48:32,014 semantic_segmentation INFO: Sample: 264, Validation pixAcc: 0.950, mIoU: 0.745
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2023-07-31 23:48:54,502 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.954, mIoU: 0.755
2023-07-31 23:48:54,618 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:54,734 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:54,847 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:54,958 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:55,070 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:55,181 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:55,294 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:55,403 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:55,512 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:55,626 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:55,735 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:55,845 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:55,957 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:56,069 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:56,181 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:56,301 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:56,416 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:56,530 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:56,645 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:56,757 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:56,871 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:56,985 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:57,096 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:57,206 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.955, mIoU: 0.756
2023-07-31 23:48:57,321 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.955, mIoU: 0.756
2023-07-31 23:48:57,433 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:57,541 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.955, mIoU: 0.755
2023-07-31 23:48:57,651 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.955, mIoU: 0.756
2023-07-31 23:48:57,757 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.955, mIoU: 0.756
2023-07-31 23:48:57,864 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.955, mIoU: 0.756
2023-07-31 23:48:57,967 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.955, mIoU: 0.756
2023-07-31 23:48:58,072 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.955, mIoU: 0.756
2023-07-31 23:48:58,176 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.955, mIoU: 0.756
2023-07-31 23:48:58,282 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.955, mIoU: 0.756
2023-07-31 23:48:58,385 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.955, mIoU: 0.756
2023-07-31 23:48:58,496 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.955, mIoU: 0.756
2023-07-31 23:48:58,598 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.955, mIoU: 0.756
2023-07-31 23:49:32,389 semantic_segmentation INFO: Iters: 113610/150000 || Lr: 0.005590 || Task Loss: 0.1789 || KD Loss: 0.0452|| 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: 4 days, 10:06:39 || Estimated Time: 1 day, 9:59:16
2023-07-31 23:50:05,673 semantic_segmentation INFO: Iters: 113620/150000 || Lr: 0.005589 || Task Loss: 0.1838 || KD Loss: 0.0633|| 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: 4 days, 10:07:12 || Estimated Time: 1 day, 9:58:42
2023-07-31 23:50:38,931 semantic_segmentation INFO: Iters: 113630/150000 || Lr: 0.005588 || Task Loss: 0.1562 || KD Loss: 0.0565|| 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: 4 days, 10:07:45 || Estimated Time: 1 day, 9:58:08
2023-07-31 23:51:12,162 semantic_segmentation INFO: Iters: 113640/150000 || Lr: 0.005586 || Task Loss: 0.1895 || KD Loss: 0.0394|| 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 days, 10:08:19 || Estimated Time: 1 day, 9:57:35
2023-07-31 23:51:45,406 semantic_segmentation INFO: Iters: 113650/150000 || Lr: 0.005585 || Task Loss: 0.1903 || KD Loss: 0.1868|| 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: 4 days, 10:08:52 || Estimated Time: 1 day, 9:57:01
2023-07-31 23:52:18,659 semantic_segmentation INFO: Iters: 113660/150000 || Lr: 0.005583 || Task Loss: 0.1593 || KD Loss: 0.0432|| 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: 4 days, 10:09:25 || Estimated Time: 1 day, 9:56:27
2023-07-31 23:52:51,900 semantic_segmentation INFO: Iters: 113670/150000 || Lr: 0.005582 || Task Loss: 0.1670 || KD Loss: 0.0493|| 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: 4 days, 10:09:58 || Estimated Time: 1 day, 9:55:53
2023-07-31 23:53:25,621 semantic_segmentation INFO: Iters: 113680/150000 || Lr: 0.005581 || Task Loss: 0.2171 || KD Loss: 0.0591|| 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: 4 days, 10:10:32 || Estimated Time: 1 day, 9:55:20
2023-07-31 23:53:59,472 semantic_segmentation INFO: Iters: 113690/150000 || Lr: 0.005579 || Task Loss: 0.2639 || KD Loss: 0.0545|| 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: 4 days, 10:11:06 || Estimated Time: 1 day, 9:54:46
2023-07-31 23:54:32,847 semantic_segmentation INFO: Iters: 113700/150000 || Lr: 0.005578 || Task Loss: 0.1514 || KD Loss: 0.0483|| 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: 4 days, 10:11:39 || Estimated Time: 1 day, 9:54:13
2023-07-31 23:55:06,152 semantic_segmentation INFO: Iters: 113710/150000 || Lr: 0.005577 || Task Loss: 0.3170 || KD Loss: 0.0794|| 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: 4 days, 10:12:13 || Estimated Time: 1 day, 9:53:39
2023-07-31 23:55:39,395 semantic_segmentation INFO: Iters: 113720/150000 || Lr: 0.005575 || Task Loss: 0.2244 || KD Loss: 0.0446|| 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: 4 days, 10:12:46 || Estimated Time: 1 day, 9:53:05
2023-07-31 23:56:12,757 semantic_segmentation INFO: Iters: 113730/150000 || Lr: 0.005574 || Task Loss: 0.1645 || KD Loss: 0.0338|| 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: 4 days, 10:13:19 || Estimated Time: 1 day, 9:52:31
2023-07-31 23:56:46,074 semantic_segmentation INFO: Iters: 113740/150000 || Lr: 0.005572 || Task Loss: 0.2407 || KD Loss: 0.0500|| 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: 4 days, 10:13:52 || Estimated Time: 1 day, 9:51:58
2023-07-31 23:57:19,345 semantic_segmentation INFO: Iters: 113750/150000 || Lr: 0.005571 || Task Loss: 0.2551 || KD Loss: 0.0638|| 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: 4 days, 10:14:26 || Estimated Time: 1 day, 9:51:24
2023-07-31 23:57:52,638 semantic_segmentation INFO: Iters: 113760/150000 || Lr: 0.005570 || Task Loss: 0.1589 || KD Loss: 0.0415|| 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: 4 days, 10:14:59 || Estimated Time: 1 day, 9:50:50
2023-07-31 23:58:25,891 semantic_segmentation INFO: Iters: 113770/150000 || Lr: 0.005568 || Task Loss: 0.1592 || KD Loss: 0.0328|| 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: 4 days, 10:15:32 || Estimated Time: 1 day, 9:50:16
2023-07-31 23:58:59,211 semantic_segmentation INFO: Iters: 113780/150000 || Lr: 0.005567 || Task Loss: 0.1875 || KD Loss: 0.0427|| 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 days, 10:16:06 || Estimated Time: 1 day, 9:49:43
2023-07-31 23:59:32,465 semantic_segmentation INFO: Iters: 113790/150000 || Lr: 0.005566 || Task Loss: 0.1403 || KD Loss: 0.0338|| 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: 4 days, 10:16:39 || Estimated Time: 1 day, 9:49:09
2023-08-01 00:00:05,730 semantic_segmentation INFO: Iters: 113800/150000 || Lr: 0.005564 || Task Loss: 0.2006 || KD Loss: 0.0503|| 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: 4 days, 10:17:12 || Estimated Time: 1 day, 9:48:35
2023-08-01 00:00:39,055 semantic_segmentation INFO: Iters: 113810/150000 || Lr: 0.005563 || Task Loss: 0.2489 || KD Loss: 0.0805|| 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: 4 days, 10:17:45 || Estimated Time: 1 day, 9:48:02
2023-08-01 00:01:12,608 semantic_segmentation INFO: Iters: 113820/150000 || Lr: 0.005561 || Task Loss: 0.1621 || KD Loss: 0.0470|| 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: 4 days, 10:18:19 || Estimated Time: 1 day, 9:47:28
2023-08-01 00:01:46,528 semantic_segmentation INFO: Iters: 113830/150000 || Lr: 0.005560 || Task Loss: 0.1838 || KD Loss: 0.0500|| 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: 4 days, 10:18:53 || Estimated Time: 1 day, 9:46:54
2023-08-01 00:02:20,142 semantic_segmentation INFO: Iters: 113840/150000 || Lr: 0.005559 || Task Loss: 0.1412 || KD Loss: 0.0463|| 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: 4 days, 10:19:26 || Estimated Time: 1 day, 9:46:21
2023-08-01 00:02:53,408 semantic_segmentation INFO: Iters: 113850/150000 || Lr: 0.005557 || Task Loss: 0.2069 || KD Loss: 0.0965|| 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: 4 days, 10:20:00 || Estimated Time: 1 day, 9:45:47
2023-08-01 00:03:26,750 semantic_segmentation INFO: Iters: 113860/150000 || Lr: 0.005556 || Task Loss: 0.1514 || KD Loss: 0.0311|| 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: 4 days, 10:20:33 || Estimated Time: 1 day, 9:45:13
2023-08-01 00:04:00,049 semantic_segmentation INFO: Iters: 113870/150000 || Lr: 0.005554 || Task Loss: 0.1477 || KD Loss: 0.0376|| 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: 4 days, 10:21:06 || Estimated Time: 1 day, 9:44:40
2023-08-01 00:04:33,348 semantic_segmentation INFO: Iters: 113880/150000 || Lr: 0.005553 || Task Loss: 0.1389 || KD Loss: 0.0259|| 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: 4 days, 10:21:40 || Estimated Time: 1 day, 9:44:06
2023-08-01 00:05:06,671 semantic_segmentation INFO: Iters: 113890/150000 || Lr: 0.005552 || Task Loss: 0.1464 || KD Loss: 0.0336|| 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: 4 days, 10:22:13 || Estimated Time: 1 day, 9:43:32
2023-08-01 00:05:39,968 semantic_segmentation INFO: Iters: 113900/150000 || Lr: 0.005550 || Task Loss: 0.1589 || KD Loss: 0.0290|| 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: 4 days, 10:22:46 || Estimated Time: 1 day, 9:42:58
2023-08-01 00:06:13,369 semantic_segmentation INFO: Iters: 113910/150000 || Lr: 0.005549 || Task Loss: 0.1336 || KD Loss: 0.0249|| 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: 4 days, 10:23:20 || Estimated Time: 1 day, 9:42:25
2023-08-01 00:06:46,722 semantic_segmentation INFO: Iters: 113920/150000 || Lr: 0.005548 || Task Loss: 0.1683 || KD Loss: 0.0322|| 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: 4 days, 10:23:53 || Estimated Time: 1 day, 9:41:51
2023-08-01 00:07:20,099 semantic_segmentation INFO: Iters: 113930/150000 || Lr: 0.005546 || Task Loss: 0.1522 || KD Loss: 0.0296|| 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: 4 days, 10:24:26 || Estimated Time: 1 day, 9:41:17
2023-08-01 00:07:53,488 semantic_segmentation INFO: Iters: 113940/150000 || Lr: 0.005545 || Task Loss: 0.1795 || KD Loss: 0.0325|| 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: 4 days, 10:25:00 || Estimated Time: 1 day, 9:40:44
2023-08-01 00:08:26,816 semantic_segmentation INFO: Iters: 113950/150000 || Lr: 0.005543 || Task Loss: 0.1892 || KD Loss: 0.0396|| 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: 4 days, 10:25:33 || Estimated Time: 1 day, 9:40:10
2023-08-01 00:09:00,240 semantic_segmentation INFO: Iters: 113960/150000 || Lr: 0.005542 || Task Loss: 0.1468 || KD Loss: 0.0533|| 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: 4 days, 10:26:07 || Estimated Time: 1 day, 9:39:36
2023-08-01 00:09:34,131 semantic_segmentation INFO: Iters: 113970/150000 || Lr: 0.005541 || Task Loss: 0.1754 || KD Loss: 0.0397|| 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: 4 days, 10:26:40 || Estimated Time: 1 day, 9:39:03
2023-08-01 00:10:07,960 semantic_segmentation INFO: Iters: 113980/150000 || Lr: 0.005539 || Task Loss: 0.2182 || KD Loss: 0.0417|| 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: 4 days, 10:27:14 || Estimated Time: 1 day, 9:38:29
2023-08-01 00:10:41,317 semantic_segmentation INFO: Iters: 113990/150000 || Lr: 0.005538 || Task Loss: 0.1517 || KD Loss: 0.0306|| 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: 4 days, 10:27:48 || Estimated Time: 1 day, 9:37:55
2023-08-01 00:11:14,667 semantic_segmentation INFO: Iters: 114000/150000 || Lr: 0.005536 || Task Loss: 0.1485 || KD Loss: 0.0300|| 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: 4 days, 10:28:21 || Estimated Time: 1 day, 9:37:22
2023-08-01 00:11:48,053 semantic_segmentation INFO: Iters: 114010/150000 || Lr: 0.005535 || Task Loss: 0.1664 || KD Loss: 0.0336|| 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: 4 days, 10:28:54 || Estimated Time: 1 day, 9:36:48
2023-08-01 00:12:21,463 semantic_segmentation INFO: Iters: 114020/150000 || Lr: 0.005534 || Task Loss: 0.1328 || KD Loss: 0.0322|| 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: 4 days, 10:29:28 || Estimated Time: 1 day, 9:36:14
2023-08-01 00:12:54,738 semantic_segmentation INFO: Iters: 114030/150000 || Lr: 0.005532 || Task Loss: 0.1394 || KD Loss: 0.0337|| 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: 4 days, 10:30:01 || Estimated Time: 1 day, 9:35:41
2023-08-01 00:13:28,090 semantic_segmentation INFO: Iters: 114040/150000 || Lr: 0.005531 || Task Loss: 0.1974 || KD Loss: 0.0524|| 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: 4 days, 10:30:34 || Estimated Time: 1 day, 9:35:07
2023-08-01 00:14:01,467 semantic_segmentation INFO: Iters: 114050/150000 || Lr: 0.005530 || Task Loss: 0.1586 || KD Loss: 0.0353|| 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: 4 days, 10:31:08 || Estimated Time: 1 day, 9:34:33
2023-08-01 00:14:34,825 semantic_segmentation INFO: Iters: 114060/150000 || Lr: 0.005528 || Task Loss: 0.1224 || KD Loss: 0.0248|| 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: 4 days, 10:31:41 || Estimated Time: 1 day, 9:33:59
2023-08-01 00:15:08,155 semantic_segmentation INFO: Iters: 114070/150000 || Lr: 0.005527 || Task Loss: 0.1663 || KD Loss: 0.0342|| 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: 4 days, 10:32:15 || Estimated Time: 1 day, 9:33:26
2023-08-01 00:15:41,624 semantic_segmentation INFO: Iters: 114080/150000 || Lr: 0.005525 || Task Loss: 0.1477 || KD Loss: 0.0298|| 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: 4 days, 10:32:48 || Estimated Time: 1 day, 9:32:52
2023-08-01 00:16:14,953 semantic_segmentation INFO: Iters: 114090/150000 || Lr: 0.005524 || Task Loss: 0.1489 || KD Loss: 0.0289|| 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: 4 days, 10:33:21 || Estimated Time: 1 day, 9:32:18
2023-08-01 00:16:48,324 semantic_segmentation INFO: Iters: 114100/150000 || Lr: 0.005523 || Task Loss: 0.1721 || KD Loss: 0.0271|| 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: 4 days, 10:33:55 || Estimated Time: 1 day, 9:31:45
2023-08-01 00:17:22,100 semantic_segmentation INFO: Iters: 114110/150000 || Lr: 0.005521 || Task Loss: 0.1834 || KD Loss: 0.0315|| 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: 4 days, 10:34:28 || Estimated Time: 1 day, 9:31:11
2023-08-01 00:17:56,016 semantic_segmentation INFO: Iters: 114120/150000 || Lr: 0.005520 || Task Loss: 0.2034 || KD Loss: 0.0372|| 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: 4 days, 10:35:02 || Estimated Time: 1 day, 9:30:38
2023-08-01 00:18:29,510 semantic_segmentation INFO: Iters: 114130/150000 || Lr: 0.005518 || Task Loss: 0.2095 || KD Loss: 0.0399|| 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: 4 days, 10:35:36 || Estimated Time: 1 day, 9:30:04
2023-08-01 00:19:02,884 semantic_segmentation INFO: Iters: 114140/150000 || Lr: 0.005517 || Task Loss: 0.1288 || KD Loss: 0.0302|| 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: 4 days, 10:36:09 || Estimated Time: 1 day, 9:29:30
2023-08-01 00:19:36,316 semantic_segmentation INFO: Iters: 114150/150000 || Lr: 0.005516 || Task Loss: 0.1542 || KD Loss: 0.0254|| 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: 4 days, 10:36:43 || Estimated Time: 1 day, 9:28:57
2023-08-01 00:20:09,682 semantic_segmentation INFO: Iters: 114160/150000 || Lr: 0.005514 || Task Loss: 0.2206 || KD Loss: 0.0416|| 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: 4 days, 10:37:16 || Estimated Time: 1 day, 9:28:23
2023-08-01 00:20:43,082 semantic_segmentation INFO: Iters: 114170/150000 || Lr: 0.005513 || Task Loss: 0.1693 || KD Loss: 0.0559|| 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: 4 days, 10:37:49 || Estimated Time: 1 day, 9:27:49
2023-08-01 00:21:16,519 semantic_segmentation INFO: Iters: 114180/150000 || Lr: 0.005512 || Task Loss: 0.1806 || KD Loss: 0.0447|| 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: 4 days, 10:38:23 || Estimated Time: 1 day, 9:27:15
2023-08-01 00:21:49,881 semantic_segmentation INFO: Iters: 114190/150000 || Lr: 0.005510 || Task Loss: 0.2199 || KD Loss: 0.0393|| 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: 4 days, 10:38:56 || Estimated Time: 1 day, 9:26:42
2023-08-01 00:22:23,293 semantic_segmentation INFO: Iters: 114200/150000 || Lr: 0.005509 || Task Loss: 0.1388 || KD Loss: 0.0272|| 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: 4 days, 10:39:30 || Estimated Time: 1 day, 9:26:08
2023-08-01 00:22:56,665 semantic_segmentation INFO: Iters: 114210/150000 || Lr: 0.005507 || Task Loss: 0.1950 || KD Loss: 0.0456|| 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: 4 days, 10:40:03 || Estimated Time: 1 day, 9:25:34
2023-08-01 00:23:30,135 semantic_segmentation INFO: Iters: 114220/150000 || Lr: 0.005506 || Task Loss: 0.1902 || KD Loss: 0.0549|| 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: 4 days, 10:40:36 || Estimated Time: 1 day, 9:25:01
2023-08-01 00:24:03,529 semantic_segmentation INFO: Iters: 114230/150000 || Lr: 0.005505 || Task Loss: 0.1406 || KD Loss: 0.0308|| 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: 4 days, 10:41:10 || Estimated Time: 1 day, 9:24:27
2023-08-01 00:24:36,926 semantic_segmentation INFO: Iters: 114240/150000 || Lr: 0.005503 || Task Loss: 0.1162 || KD Loss: 0.0283|| 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: 4 days, 10:41:43 || Estimated Time: 1 day, 9:23:53
2023-08-01 00:25:10,561 semantic_segmentation INFO: Iters: 114250/150000 || Lr: 0.005502 || Task Loss: 0.2018 || KD Loss: 0.0438|| 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: 4 days, 10:42:17 || Estimated Time: 1 day, 9:23:20
2023-08-01 00:25:44,505 semantic_segmentation INFO: Iters: 114260/150000 || Lr: 0.005500 || Task Loss: 0.2553 || KD Loss: 0.0569|| 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: 4 days, 10:42:51 || Estimated Time: 1 day, 9:22:46
2023-08-01 00:26:18,128 semantic_segmentation INFO: Iters: 114270/150000 || Lr: 0.005499 || Task Loss: 0.1414 || KD Loss: 0.0388|| 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: 4 days, 10:43:24 || Estimated Time: 1 day, 9:22:13
2023-08-01 00:26:51,535 semantic_segmentation INFO: Iters: 114280/150000 || Lr: 0.005498 || Task Loss: 0.1902 || KD Loss: 0.0334|| 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: 4 days, 10:43:58 || Estimated Time: 1 day, 9:21:39
2023-08-01 00:27:24,932 semantic_segmentation INFO: Iters: 114290/150000 || Lr: 0.005496 || Task Loss: 0.1301 || KD Loss: 0.0319|| 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: 4 days, 10:44:31 || Estimated Time: 1 day, 9:21:05
2023-08-01 00:27:58,490 semantic_segmentation INFO: Iters: 114300/150000 || Lr: 0.005495 || Task Loss: 0.1196 || KD Loss: 0.0207|| 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: 4 days, 10:45:05 || Estimated Time: 1 day, 9:20:32
2023-08-01 00:28:31,927 semantic_segmentation INFO: Iters: 114310/150000 || Lr: 0.005494 || Task Loss: 0.1560 || KD Loss: 0.0276|| 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: 4 days, 10:45:38 || Estimated Time: 1 day, 9:19:58
2023-08-01 00:29:05,426 semantic_segmentation INFO: Iters: 114320/150000 || Lr: 0.005492 || Task Loss: 0.1902 || KD Loss: 0.0367|| 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: 4 days, 10:46:12 || Estimated Time: 1 day, 9:19:24
2023-08-01 00:29:38,834 semantic_segmentation INFO: Iters: 114330/150000 || Lr: 0.005491 || Task Loss: 0.2424 || KD Loss: 0.0427|| 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: 4 days, 10:46:45 || Estimated Time: 1 day, 9:18:50
2023-08-01 00:30:12,225 semantic_segmentation INFO: Iters: 114340/150000 || Lr: 0.005489 || Task Loss: 0.2366 || KD Loss: 0.0479|| 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: 4 days, 10:47:19 || Estimated Time: 1 day, 9:18:17
2023-08-01 00:30:45,662 semantic_segmentation INFO: Iters: 114350/150000 || Lr: 0.005488 || Task Loss: 0.1794 || KD Loss: 0.0357|| 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 days, 10:47:52 || Estimated Time: 1 day, 9:17:43
2023-08-01 00:31:19,154 semantic_segmentation INFO: Iters: 114360/150000 || Lr: 0.005487 || Task Loss: 0.1606 || KD Loss: 0.0430|| 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: 4 days, 10:48:26 || Estimated Time: 1 day, 9:17:09
2023-08-01 00:31:52,552 semantic_segmentation INFO: Iters: 114370/150000 || Lr: 0.005485 || Task Loss: 0.1392 || KD Loss: 0.0279|| 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: 4 days, 10:48:59 || Estimated Time: 1 day, 9:16:36
2023-08-01 00:32:26,017 semantic_segmentation INFO: Iters: 114380/150000 || Lr: 0.005484 || Task Loss: 0.1505 || KD Loss: 0.0445|| 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: 4 days, 10:49:32 || Estimated Time: 1 day, 9:16:02
2023-08-01 00:32:59,504 semantic_segmentation INFO: Iters: 114390/150000 || Lr: 0.005482 || Task Loss: 0.2257 || KD Loss: 0.0277|| 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: 4 days, 10:50:06 || Estimated Time: 1 day, 9:15:28
2023-08-01 00:33:33,522 semantic_segmentation INFO: Iters: 114400/150000 || Lr: 0.005481 || Task Loss: 0.1847 || KD Loss: 0.0368|| 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: 4 days, 10:50:40 || Estimated Time: 1 day, 9:14:55
2023-08-01 00:33:33,591 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-01 00:33:36,531 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.411
2023-08-01 00:33:36,665 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.505
2023-08-01 00:33:36,787 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.515
2023-08-01 00:33:36,899 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.542
2023-08-01 00:33:37,008 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.534
2023-08-01 00:33:37,120 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.538
2023-08-01 00:33:37,227 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.582
2023-08-01 00:33:37,341 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.630
2023-08-01 00:33:37,450 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.676
2023-08-01 00:33:37,557 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.728
2023-08-01 00:33:37,665 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.970, mIoU: 0.736
2023-08-01 00:33:37,769 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.759
2023-08-01 00:33:37,880 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.761
2023-08-01 00:33:37,985 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.964, mIoU: 0.747
2023-08-01 00:33:38,091 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.748
2023-08-01 00:33:38,197 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.961, mIoU: 0.738
2023-08-01 00:33:38,304 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.960, mIoU: 0.738
2023-08-01 00:33:38,412 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.739
2023-08-01 00:33:38,517 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.744
2023-08-01 00:33:38,622 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-01 00:33:38,732 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-01 00:33:38,838 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-01 00:33:38,948 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.729
2023-08-01 00:33:39,054 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-01 00:33:39,159 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.748
2023-08-01 00:33:39,300 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.749
2023-08-01 00:33:39,432 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.735
2023-08-01 00:33:39,564 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.731
2023-08-01 00:33:39,692 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.736
2023-08-01 00:33:39,825 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.947, mIoU: 0.740
2023-08-01 00:33:39,950 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.739
2023-08-01 00:33:40,080 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.947, mIoU: 0.735
2023-08-01 00:33:40,201 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.736
2023-08-01 00:33:40,327 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.735
2023-08-01 00:33:40,446 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.736
2023-08-01 00:33:40,570 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.947, mIoU: 0.735
2023-08-01 00:33:40,688 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.948, mIoU: 0.731
2023-08-01 00:33:40,810 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.946, mIoU: 0.730
2023-08-01 00:33:40,927 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.946, mIoU: 0.722
2023-08-01 00:33:41,043 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-01 00:33:41,159 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.947, mIoU: 0.724
2023-08-01 00:33:41,272 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.947, mIoU: 0.724
2023-08-01 00:33:41,392 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.948, mIoU: 0.724
2023-08-01 00:33:41,503 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.948, mIoU: 0.726
2023-08-01 00:33:41,624 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-01 00:33:41,738 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-01 00:33:41,850 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-01 00:33:41,964 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-01 00:33:42,078 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-01 00:33:42,198 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.728
2023-08-01 00:33:42,310 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.950, mIoU: 0.728
2023-08-01 00:33:42,425 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-01 00:33:42,533 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.733
2023-08-01 00:33:42,643 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-01 00:33:42,760 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.735
2023-08-01 00:33:42,871 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.948, mIoU: 0.733
2023-08-01 00:33:42,983 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.734
2023-08-01 00:33:43,093 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.949, mIoU: 0.740
2023-08-01 00:33:43,204 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.743
2023-08-01 00:33:43,312 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.741
2023-08-01 00:33:43,418 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.948, mIoU: 0.744
2023-08-01 00:33:43,529 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.949, mIoU: 0.746
2023-08-01 00:33:43,635 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-01 00:33:43,746 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.949, mIoU: 0.747
2023-08-01 00:33:43,858 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.948, mIoU: 0.749
2023-08-01 00:33:43,971 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.948, mIoU: 0.749
2023-08-01 00:33:44,085 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.948, mIoU: 0.749
2023-08-01 00:33:44,195 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.947, mIoU: 0.749
2023-08-01 00:33:44,308 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.947, mIoU: 0.748
2023-08-01 00:33:44,418 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.947, mIoU: 0.748
2023-08-01 00:33:44,528 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.947, mIoU: 0.748
2023-08-01 00:33:44,642 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.948, mIoU: 0.747
2023-08-01 00:33:44,749 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-01 00:33:44,861 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-01 00:33:44,966 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.947, mIoU: 0.744
2023-08-01 00:33:45,071 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.947, mIoU: 0.744
2023-08-01 00:33:45,180 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.948, mIoU: 0.744
2023-08-01 00:33:45,283 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.948, mIoU: 0.744
2023-08-01 00:33:45,391 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.948, mIoU: 0.744
2023-08-01 00:33:45,498 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-01 00:33:45,606 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.948, mIoU: 0.746
2023-08-01 00:33:45,724 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.948, mIoU: 0.746
2023-08-01 00:33:45,841 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.948, mIoU: 0.746
2023-08-01 00:33:45,956 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.947, mIoU: 0.744
2023-08-01 00:33:46,065 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.944, mIoU: 0.739
2023-08-01 00:33:46,176 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.944, mIoU: 0.740
2023-08-01 00:33:46,285 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.944, mIoU: 0.739
2023-08-01 00:33:46,390 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.945, mIoU: 0.739
2023-08-01 00:33:46,497 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.945, mIoU: 0.738
2023-08-01 00:33:46,602 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.945, mIoU: 0.738
2023-08-01 00:33:46,711 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.945, mIoU: 0.739
2023-08-01 00:33:46,819 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.945, mIoU: 0.751
2023-08-01 00:33:46,923 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.945, mIoU: 0.751
2023-08-01 00:33:47,032 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.946, mIoU: 0.751
2023-08-01 00:33:47,143 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.946, mIoU: 0.751
2023-08-01 00:33:47,250 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.946, mIoU: 0.751
2023-08-01 00:33:47,369 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.946, mIoU: 0.752
2023-08-01 00:33:47,487 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.946, mIoU: 0.752
2023-08-01 00:33:47,607 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.945, mIoU: 0.751
2023-08-01 00:33:47,720 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.945, mIoU: 0.752
2023-08-01 00:33:47,837 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.944, mIoU: 0.751
2023-08-01 00:33:47,947 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.943, mIoU: 0.748
2023-08-01 00:33:48,055 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.943, mIoU: 0.749
2023-08-01 00:33:48,179 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.943, mIoU: 0.749
2023-08-01 00:33:48,298 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.944, mIoU: 0.749
2023-08-01 00:33:48,415 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.944, mIoU: 0.749
2023-08-01 00:33:48,524 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.944, mIoU: 0.748
2023-08-01 00:33:48,639 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.944, mIoU: 0.749
2023-08-01 00:33:48,746 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.944, mIoU: 0.749
2023-08-01 00:33:48,854 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.944, mIoU: 0.749
2023-08-01 00:33:48,962 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.944, mIoU: 0.749
2023-08-01 00:33:49,068 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.944, mIoU: 0.748
2023-08-01 00:33:49,182 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.944, mIoU: 0.748
2023-08-01 00:33:49,286 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.944, mIoU: 0.748
2023-08-01 00:33:49,394 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.944, mIoU: 0.748
2023-08-01 00:33:49,509 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.944, mIoU: 0.748
2023-08-01 00:33:49,620 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.944, mIoU: 0.744
2023-08-01 00:33:49,741 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.944, mIoU: 0.744
2023-08-01 00:33:49,860 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.944, mIoU: 0.745
2023-08-01 00:33:49,977 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.944, mIoU: 0.745
2023-08-01 00:33:50,091 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.944, mIoU: 0.744
2023-08-01 00:33:50,205 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.944, mIoU: 0.744
2023-08-01 00:33:50,319 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.944, mIoU: 0.744
2023-08-01 00:33:50,434 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.944, mIoU: 0.746
2023-08-01 00:33:50,556 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.944, mIoU: 0.747
2023-08-01 00:33:50,670 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.944, mIoU: 0.749
2023-08-01 00:33:50,781 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.944, mIoU: 0.751
2023-08-01 00:33:50,894 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.944, mIoU: 0.751
2023-08-01 00:33:51,003 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.944, mIoU: 0.749
2023-08-01 00:33:51,116 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.944, mIoU: 0.749
2023-08-01 00:33:51,223 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.945, mIoU: 0.749
2023-08-01 00:33:51,326 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.945, mIoU: 0.749
2023-08-01 00:33:51,432 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.945, mIoU: 0.749
2023-08-01 00:33:51,536 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.945, mIoU: 0.748
2023-08-01 00:33:51,647 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.945, mIoU: 0.747
2023-08-01 00:33:51,754 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.945, mIoU: 0.747
2023-08-01 00:33:51,869 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.945, mIoU: 0.747
2023-08-01 00:33:51,987 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.945, mIoU: 0.745
2023-08-01 00:33:52,101 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.945, mIoU: 0.744
2023-08-01 00:33:52,224 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.945, mIoU: 0.746
2023-08-01 00:33:52,339 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.945, mIoU: 0.746
2023-08-01 00:33:52,457 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.945, mIoU: 0.746
2023-08-01 00:33:52,567 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.945, mIoU: 0.745
2023-08-01 00:33:52,679 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.945, mIoU: 0.745
2023-08-01 00:33:52,798 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.945, mIoU: 0.745
2023-08-01 00:33:52,907 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.945, mIoU: 0.746
2023-08-01 00:33:53,021 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.945, mIoU: 0.746
2023-08-01 00:33:53,133 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.945, mIoU: 0.745
2023-08-01 00:33:53,247 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.945, mIoU: 0.745
2023-08-01 00:33:53,366 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.945, mIoU: 0.744
2023-08-01 00:33:53,477 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.945, mIoU: 0.746
2023-08-01 00:33:53,588 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.945, mIoU: 0.746
2023-08-01 00:33:53,699 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.945, mIoU: 0.746
2023-08-01 00:33:53,811 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.945, mIoU: 0.746
2023-08-01 00:33:53,925 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.945, mIoU: 0.746
2023-08-01 00:33:54,033 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.945, mIoU: 0.746
2023-08-01 00:33:54,147 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.945, mIoU: 0.746
2023-08-01 00:33:54,262 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.945, mIoU: 0.746
2023-08-01 00:33:54,373 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.945, mIoU: 0.746
2023-08-01 00:33:54,489 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.945, mIoU: 0.745
2023-08-01 00:33:54,594 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.945, mIoU: 0.745
2023-08-01 00:33:54,705 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.945, mIoU: 0.743
2023-08-01 00:33:54,813 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.945, mIoU: 0.742
2023-08-01 00:33:54,929 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.945, mIoU: 0.742
2023-08-01 00:33:55,053 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.945, mIoU: 0.742
2023-08-01 00:33:55,167 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.945, mIoU: 0.742
2023-08-01 00:33:55,288 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.945, mIoU: 0.742
2023-08-01 00:33:55,403 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.945, mIoU: 0.742
2023-08-01 00:33:55,516 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.945, mIoU: 0.743
2023-08-01 00:33:55,627 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.945, mIoU: 0.743
2023-08-01 00:33:55,733 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.946, mIoU: 0.743
2023-08-01 00:33:55,844 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.946, mIoU: 0.743
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2023-08-01 00:34:17,580 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.949, mIoU: 0.736
2023-08-01 00:34:17,693 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.949, mIoU: 0.736
2023-08-01 00:34:17,807 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.949, mIoU: 0.736
2023-08-01 00:34:17,918 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.949, mIoU: 0.737
2023-08-01 00:34:18,031 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.949, mIoU: 0.737
2023-08-01 00:34:18,140 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.949, mIoU: 0.737
2023-08-01 00:34:18,246 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.949, mIoU: 0.737
2023-08-01 00:34:18,351 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.949, mIoU: 0.737
2023-08-01 00:34:18,458 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.949, mIoU: 0.737
2023-08-01 00:34:18,563 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.949, mIoU: 0.737
2023-08-01 00:34:18,667 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.949, mIoU: 0.737
2023-08-01 00:34:18,775 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.949, mIoU: 0.737
2023-08-01 00:34:18,883 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.949, mIoU: 0.737
2023-08-01 00:34:18,989 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-01 00:34:19,103 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-01 00:34:19,222 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.950, mIoU: 0.738
2023-08-01 00:34:19,340 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.950, mIoU: 0.738
2023-08-01 00:34:19,462 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.950, mIoU: 0.738
2023-08-01 00:34:19,577 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.950, mIoU: 0.738
2023-08-01 00:34:19,693 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.950, mIoU: 0.738
2023-08-01 00:34:19,806 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.950, mIoU: 0.739
2023-08-01 00:34:19,920 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.950, mIoU: 0.739
2023-08-01 00:34:20,039 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.950, mIoU: 0.739
2023-08-01 00:34:20,154 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.950, mIoU: 0.739
2023-08-01 00:34:20,266 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.950, mIoU: 0.739
2023-08-01 00:34:20,377 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-01 00:34:20,491 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-01 00:34:20,602 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-01 00:34:20,709 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-01 00:34:20,817 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-01 00:34:20,921 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-01 00:34:21,031 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-01 00:34:21,140 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.950, mIoU: 0.739
2023-08-01 00:34:21,249 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-01 00:34:21,364 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-01 00:34:21,485 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-01 00:34:21,603 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-01 00:34:21,722 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-01 00:34:21,835 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-01 00:34:21,946 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-01 00:34:22,055 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-01 00:34:22,171 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-01 00:34:22,294 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-01 00:34:22,409 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-01 00:34:22,522 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-01 00:34:22,634 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-01 00:34:22,750 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-01 00:34:22,858 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-01 00:34:22,964 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-01 00:34:23,068 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-01 00:34:23,174 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-01 00:34:23,279 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-01 00:34:23,385 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-01 00:34:23,488 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-01 00:34:23,598 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-01 00:34:23,712 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 00:34:23,827 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 00:34:23,943 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 00:34:24,056 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 00:34:24,170 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 00:34:24,282 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 00:34:24,390 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 00:34:24,495 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 00:34:24,599 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 00:34:24,707 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 00:34:24,815 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 00:34:24,927 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 00:34:25,043 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 00:34:25,162 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 00:34:25,278 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 00:34:25,391 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 00:34:25,511 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 00:34:25,626 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 00:34:25,738 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 00:34:25,849 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 00:34:25,959 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-01 00:34:26,074 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-01 00:34:26,193 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-01 00:34:26,308 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-01 00:34:26,423 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-01 00:34:26,535 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-01 00:34:26,650 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-01 00:34:26,762 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 00:34:26,880 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 00:34:26,999 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 00:34:27,114 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 00:34:27,230 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 00:34:27,341 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 00:34:27,452 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 00:34:27,561 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 00:34:27,672 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 00:34:27,780 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-01 00:34:27,889 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-01 00:34:27,994 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-01 00:34:28,098 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 00:34:28,210 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 00:34:28,325 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 00:34:28,445 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 00:34:28,561 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 00:34:28,679 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 00:34:28,801 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 00:34:28,915 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 00:34:29,027 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 00:34:29,141 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 00:34:29,263 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 00:34:29,377 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 00:34:29,493 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 00:34:29,607 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 00:34:29,718 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 00:34:29,827 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 00:34:29,936 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 00:34:30,042 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 00:34:30,153 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 00:34:30,265 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 00:34:30,382 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 00:34:30,500 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 00:34:30,618 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 00:34:30,731 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 00:34:30,844 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 00:34:30,952 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 00:34:31,058 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 00:34:31,169 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-01 00:34:31,283 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-01 00:34:31,397 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-01 00:34:31,513 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-01 00:34:31,625 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-01 00:34:31,740 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-01 00:34:31,856 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-01 00:34:31,968 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-01 00:34:32,077 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-01 00:34:32,186 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-01 00:34:32,297 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-01 00:34:32,409 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-01 00:34:32,524 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-01 00:34:32,634 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-01 00:35:06,864 semantic_segmentation INFO: Iters: 114410/150000 || Lr: 0.005480 || Task Loss: 0.1400 || KD Loss: 0.0302|| 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: 4 days, 10:52:13 || Estimated Time: 1 day, 9:14:40
2023-08-01 00:35:40,225 semantic_segmentation INFO: Iters: 114420/150000 || Lr: 0.005478 || Task Loss: 0.1179 || KD Loss: 0.0323|| 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: 4 days, 10:52:47 || Estimated Time: 1 day, 9:14:06
2023-08-01 00:36:13,685 semantic_segmentation INFO: Iters: 114430/150000 || Lr: 0.005477 || Task Loss: 0.1756 || KD Loss: 0.0438|| 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: 4 days, 10:53:20 || Estimated Time: 1 day, 9:13:32
2023-08-01 00:36:47,068 semantic_segmentation INFO: Iters: 114440/150000 || Lr: 0.005476 || Task Loss: 0.1783 || KD Loss: 0.0370|| 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: 4 days, 10:53:53 || Estimated Time: 1 day, 9:12:59
2023-08-01 00:37:20,452 semantic_segmentation INFO: Iters: 114450/150000 || Lr: 0.005474 || Task Loss: 0.2038 || KD Loss: 0.0480|| 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: 4 days, 10:54:27 || Estimated Time: 1 day, 9:12:25
2023-08-01 00:37:53,855 semantic_segmentation INFO: Iters: 114460/150000 || Lr: 0.005473 || Task Loss: 0.1513 || KD Loss: 0.0663|| 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: 4 days, 10:55:00 || Estimated Time: 1 day, 9:11:51
2023-08-01 00:38:27,323 semantic_segmentation INFO: Iters: 114470/150000 || Lr: 0.005471 || Task Loss: 0.1562 || KD Loss: 0.0335|| 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: 4 days, 10:55:34 || Estimated Time: 1 day, 9:11:18
2023-08-01 00:39:00,851 semantic_segmentation INFO: Iters: 114480/150000 || Lr: 0.005470 || Task Loss: 0.2190 || KD Loss: 0.0719|| 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: 4 days, 10:56:07 || Estimated Time: 1 day, 9:10:44
2023-08-01 00:39:34,349 semantic_segmentation INFO: Iters: 114490/150000 || Lr: 0.005469 || Task Loss: 0.2586 || KD Loss: 0.0433|| 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: 4 days, 10:56:41 || Estimated Time: 1 day, 9:10:10
2023-08-01 00:40:07,883 semantic_segmentation INFO: Iters: 114500/150000 || Lr: 0.005467 || Task Loss: 0.2508 || KD Loss: 0.0473|| 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: 4 days, 10:57:14 || Estimated Time: 1 day, 9:09:37
2023-08-01 00:40:41,332 semantic_segmentation INFO: Iters: 114510/150000 || Lr: 0.005466 || Task Loss: 0.1684 || KD Loss: 0.0308|| 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: 4 days, 10:57:48 || Estimated Time: 1 day, 9:09:03
2023-08-01 00:41:15,012 semantic_segmentation INFO: Iters: 114520/150000 || Lr: 0.005464 || Task Loss: 0.1565 || KD Loss: 0.0381|| 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: 4 days, 10:58:21 || Estimated Time: 1 day, 9:08:29
2023-08-01 00:41:49,108 semantic_segmentation INFO: Iters: 114530/150000 || Lr: 0.005463 || Task Loss: 0.2020 || KD Loss: 0.0353|| 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: 4 days, 10:58:55 || Estimated Time: 1 day, 9:07:56
2023-08-01 00:42:22,825 semantic_segmentation INFO: Iters: 114540/150000 || Lr: 0.005462 || Task Loss: 0.1563 || KD Loss: 0.0379|| 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: 4 days, 10:59:29 || Estimated Time: 1 day, 9:07:22
2023-08-01 00:42:56,226 semantic_segmentation INFO: Iters: 114550/150000 || Lr: 0.005460 || Task Loss: 0.1548 || KD Loss: 0.0449|| 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: 4 days, 11:00:03 || Estimated Time: 1 day, 9:06:49
2023-08-01 00:43:29,732 semantic_segmentation INFO: Iters: 114560/150000 || Lr: 0.005459 || Task Loss: 0.1871 || KD Loss: 0.0452|| 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: 4 days, 11:00:36 || Estimated Time: 1 day, 9:06:15
2023-08-01 00:44:03,196 semantic_segmentation INFO: Iters: 114570/150000 || Lr: 0.005457 || Task Loss: 0.1774 || KD Loss: 0.0322|| 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: 4 days, 11:01:10 || Estimated Time: 1 day, 9:05:41
2023-08-01 00:44:36,679 semantic_segmentation INFO: Iters: 114580/150000 || Lr: 0.005456 || Task Loss: 0.1706 || KD Loss: 0.0506|| 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: 4 days, 11:01:43 || Estimated Time: 1 day, 9:05:08
2023-08-01 00:45:10,170 semantic_segmentation INFO: Iters: 114590/150000 || Lr: 0.005455 || Task Loss: 0.1770 || KD Loss: 0.0410|| 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: 4 days, 11:02:17 || Estimated Time: 1 day, 9:04:34
2023-08-01 00:45:43,691 semantic_segmentation INFO: Iters: 114600/150000 || Lr: 0.005453 || Task Loss: 0.1386 || KD Loss: 0.0288|| 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: 4 days, 11:02:50 || Estimated Time: 1 day, 9:04:00
2023-08-01 00:46:17,242 semantic_segmentation INFO: Iters: 114610/150000 || Lr: 0.005452 || Task Loss: 0.1655 || KD Loss: 0.0392|| 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: 4 days, 11:03:24 || Estimated Time: 1 day, 9:03:27
2023-08-01 00:46:50,720 semantic_segmentation INFO: Iters: 114620/150000 || Lr: 0.005451 || Task Loss: 0.1928 || KD Loss: 0.0345|| 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: 4 days, 11:03:57 || Estimated Time: 1 day, 9:02:53
2023-08-01 00:47:24,261 semantic_segmentation INFO: Iters: 114630/150000 || Lr: 0.005449 || Task Loss: 0.1876 || KD Loss: 0.0322|| 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: 4 days, 11:04:31 || Estimated Time: 1 day, 9:02:19
2023-08-01 00:47:57,810 semantic_segmentation INFO: Iters: 114640/150000 || Lr: 0.005448 || Task Loss: 0.1274 || KD Loss: 0.0278|| 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: 4 days, 11:05:04 || Estimated Time: 1 day, 9:01:46
2023-08-01 00:48:31,232 semantic_segmentation INFO: Iters: 114650/150000 || Lr: 0.005446 || Task Loss: 0.2006 || KD Loss: 0.0405|| 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: 4 days, 11:05:38 || Estimated Time: 1 day, 9:01:12
2023-08-01 00:49:04,938 semantic_segmentation INFO: Iters: 114660/150000 || Lr: 0.005445 || Task Loss: 0.1337 || KD Loss: 0.0366|| 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: 4 days, 11:06:11 || Estimated Time: 1 day, 9:00:38
2023-08-01 00:49:38,963 semantic_segmentation INFO: Iters: 114670/150000 || Lr: 0.005444 || Task Loss: 0.2168 || KD Loss: 0.0614|| 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: 4 days, 11:06:45 || Estimated Time: 1 day, 9:00:05
2023-08-01 00:50:13,045 semantic_segmentation INFO: Iters: 114680/150000 || Lr: 0.005442 || Task Loss: 0.1748 || KD Loss: 0.0272|| 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: 4 days, 11:07:19 || Estimated Time: 1 day, 8:59:31
2023-08-01 00:50:46,441 semantic_segmentation INFO: Iters: 114690/150000 || Lr: 0.005441 || Task Loss: 0.1816 || KD Loss: 0.0392|| 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: 4 days, 11:07:53 || Estimated Time: 1 day, 8:58:58
2023-08-01 00:51:19,965 semantic_segmentation INFO: Iters: 114700/150000 || Lr: 0.005439 || Task Loss: 0.1402 || KD Loss: 0.0274|| 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: 4 days, 11:08:26 || Estimated Time: 1 day, 8:58:24
2023-08-01 00:51:53,535 semantic_segmentation INFO: Iters: 114710/150000 || Lr: 0.005438 || Task Loss: 0.1190 || KD Loss: 0.0241|| 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: 4 days, 11:09:00 || Estimated Time: 1 day, 8:57:50
2023-08-01 00:52:27,115 semantic_segmentation INFO: Iters: 114720/150000 || Lr: 0.005437 || Task Loss: 0.1832 || KD Loss: 0.0439|| 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: 4 days, 11:09:33 || Estimated Time: 1 day, 8:57:17
2023-08-01 00:53:00,610 semantic_segmentation INFO: Iters: 114730/150000 || Lr: 0.005435 || Task Loss: 0.1169 || KD Loss: 0.0301|| 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: 4 days, 11:10:07 || Estimated Time: 1 day, 8:56:43
2023-08-01 00:53:34,145 semantic_segmentation INFO: Iters: 114740/150000 || Lr: 0.005434 || Task Loss: 0.2067 || KD Loss: 0.0460|| 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: 4 days, 11:10:41 || Estimated Time: 1 day, 8:56:09
2023-08-01 00:54:07,688 semantic_segmentation INFO: Iters: 114750/150000 || Lr: 0.005433 || Task Loss: 0.2054 || KD Loss: 0.0349|| 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: 4 days, 11:11:14 || Estimated Time: 1 day, 8:55:36
2023-08-01 00:54:41,143 semantic_segmentation INFO: Iters: 114760/150000 || Lr: 0.005431 || Task Loss: 0.2061 || KD Loss: 0.0519|| 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: 4 days, 11:11:47 || Estimated Time: 1 day, 8:55:02
2023-08-01 00:55:14,692 semantic_segmentation INFO: Iters: 114770/150000 || Lr: 0.005430 || Task Loss: 0.2010 || KD Loss: 0.0350|| 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: 4 days, 11:12:21 || Estimated Time: 1 day, 8:54:28
2023-08-01 00:55:48,217 semantic_segmentation INFO: Iters: 114780/150000 || Lr: 0.005428 || Task Loss: 0.1945 || KD Loss: 0.0436|| 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: 4 days, 11:12:55 || Estimated Time: 1 day, 8:53:55
2023-08-01 00:56:21,750 semantic_segmentation INFO: Iters: 114790/150000 || Lr: 0.005427 || Task Loss: 0.1550 || KD Loss: 0.0286|| 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: 4 days, 11:13:28 || Estimated Time: 1 day, 8:53:21
2023-08-01 00:56:55,234 semantic_segmentation INFO: Iters: 114800/150000 || Lr: 0.005426 || Task Loss: 0.1704 || KD Loss: 0.0491|| 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: 4 days, 11:14:02 || Estimated Time: 1 day, 8:52:47
2023-08-01 00:57:29,109 semantic_segmentation INFO: Iters: 114810/150000 || Lr: 0.005424 || Task Loss: 0.1469 || KD Loss: 0.0423|| 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: 4 days, 11:14:35 || Estimated Time: 1 day, 8:52:14
2023-08-01 00:58:03,123 semantic_segmentation INFO: Iters: 114820/150000 || Lr: 0.005423 || Task Loss: 0.1855 || KD Loss: 0.0334|| 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: 4 days, 11:15:09 || Estimated Time: 1 day, 8:51:40
2023-08-01 00:58:36,751 semantic_segmentation INFO: Iters: 114830/150000 || Lr: 0.005421 || Task Loss: 0.1490 || KD Loss: 0.0386|| 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: 4 days, 11:15:43 || Estimated Time: 1 day, 8:51:07
2023-08-01 00:59:10,234 semantic_segmentation INFO: Iters: 114840/150000 || Lr: 0.005420 || Task Loss: 0.1849 || KD Loss: 0.0460|| 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: 4 days, 11:16:17 || Estimated Time: 1 day, 8:50:33
2023-08-01 00:59:43,763 semantic_segmentation INFO: Iters: 114850/150000 || Lr: 0.005419 || Task Loss: 0.1497 || KD Loss: 0.0330|| 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: 4 days, 11:16:50 || Estimated Time: 1 day, 8:49:59
2023-08-01 01:00:17,243 semantic_segmentation INFO: Iters: 114860/150000 || Lr: 0.005417 || Task Loss: 0.1146 || KD Loss: 0.0272|| 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: 4 days, 11:17:24 || Estimated Time: 1 day, 8:49:26
2023-08-01 01:00:50,748 semantic_segmentation INFO: Iters: 114870/150000 || Lr: 0.005416 || Task Loss: 0.1510 || KD Loss: 0.0320|| 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: 4 days, 11:17:57 || Estimated Time: 1 day, 8:48:52
2023-08-01 01:01:24,308 semantic_segmentation INFO: Iters: 114880/150000 || Lr: 0.005414 || Task Loss: 0.1952 || KD Loss: 0.0314|| 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: 4 days, 11:18:31 || Estimated Time: 1 day, 8:48:18
2023-08-01 01:01:57,910 semantic_segmentation INFO: Iters: 114890/150000 || Lr: 0.005413 || Task Loss: 0.1477 || KD Loss: 0.0351|| 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: 4 days, 11:19:04 || Estimated Time: 1 day, 8:47:45
2023-08-01 01:02:31,447 semantic_segmentation INFO: Iters: 114900/150000 || Lr: 0.005412 || Task Loss: 0.2240 || KD Loss: 0.0367|| 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: 4 days, 11:19:38 || Estimated Time: 1 day, 8:47:11
2023-08-01 01:03:05,177 semantic_segmentation INFO: Iters: 114910/150000 || Lr: 0.005410 || Task Loss: 0.1280 || KD Loss: 0.0471|| 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: 4 days, 11:20:12 || Estimated Time: 1 day, 8:46:38
2023-08-01 01:03:38,728 semantic_segmentation INFO: Iters: 114920/150000 || Lr: 0.005409 || Task Loss: 0.1598 || KD Loss: 0.0302|| 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: 4 days, 11:20:45 || Estimated Time: 1 day, 8:46:04
2023-08-01 01:04:12,317 semantic_segmentation INFO: Iters: 114930/150000 || Lr: 0.005408 || Task Loss: 0.2255 || KD Loss: 0.0450|| 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: 4 days, 11:21:19 || Estimated Time: 1 day, 8:45:30
2023-08-01 01:04:45,880 semantic_segmentation INFO: Iters: 114940/150000 || Lr: 0.005406 || Task Loss: 0.1466 || KD Loss: 0.0376|| 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: 4 days, 11:21:52 || Estimated Time: 1 day, 8:44:57
2023-08-01 01:05:19,589 semantic_segmentation INFO: Iters: 114950/150000 || Lr: 0.005405 || Task Loss: 0.2174 || KD Loss: 0.0678|| 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: 4 days, 11:22:26 || Estimated Time: 1 day, 8:44:23
2023-08-01 01:05:53,688 semantic_segmentation INFO: Iters: 114960/150000 || Lr: 0.005403 || Task Loss: 0.1424 || KD Loss: 0.0261|| 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: 4 days, 11:23:00 || Estimated Time: 1 day, 8:43:50
2023-08-01 01:06:27,696 semantic_segmentation INFO: Iters: 114970/150000 || Lr: 0.005402 || Task Loss: 0.2170 || KD Loss: 0.0449|| 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: 4 days, 11:23:34 || Estimated Time: 1 day, 8:43:16
2023-08-01 01:07:01,295 semantic_segmentation INFO: Iters: 114980/150000 || Lr: 0.005401 || Task Loss: 0.1528 || KD Loss: 0.0395|| 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: 4 days, 11:24:08 || Estimated Time: 1 day, 8:42:42
2023-08-01 01:07:34,899 semantic_segmentation INFO: Iters: 114990/150000 || Lr: 0.005399 || Task Loss: 0.1597 || KD Loss: 0.0442|| 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: 4 days, 11:24:41 || Estimated Time: 1 day, 8:42:09
2023-08-01 01:08:08,563 semantic_segmentation INFO: Iters: 115000/150000 || Lr: 0.005398 || Task Loss: 0.1649 || KD Loss: 0.0309|| 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: 4 days, 11:25:15 || Estimated Time: 1 day, 8:41:35
2023-08-01 01:08:42,120 semantic_segmentation INFO: Iters: 115010/150000 || Lr: 0.005396 || Task Loss: 0.1862 || KD Loss: 0.0333|| 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 days, 11:25:48 || Estimated Time: 1 day, 8:41:01
2023-08-01 01:09:15,700 semantic_segmentation INFO: Iters: 115020/150000 || Lr: 0.005395 || Task Loss: 0.1773 || KD Loss: 0.0363|| 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: 4 days, 11:26:22 || Estimated Time: 1 day, 8:40:28
2023-08-01 01:09:49,328 semantic_segmentation INFO: Iters: 115030/150000 || Lr: 0.005394 || Task Loss: 0.1391 || KD Loss: 0.0351|| 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: 4 days, 11:26:56 || Estimated Time: 1 day, 8:39:54
2023-08-01 01:10:22,937 semantic_segmentation INFO: Iters: 115040/150000 || Lr: 0.005392 || Task Loss: 0.2172 || KD Loss: 0.0433|| 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: 4 days, 11:27:29 || Estimated Time: 1 day, 8:39:21
2023-08-01 01:10:56,530 semantic_segmentation INFO: Iters: 115050/150000 || Lr: 0.005391 || Task Loss: 0.1529 || KD Loss: 0.0566|| 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: 4 days, 11:28:03 || Estimated Time: 1 day, 8:38:47
2023-08-01 01:11:30,126 semantic_segmentation INFO: Iters: 115060/150000 || Lr: 0.005390 || Task Loss: 0.1950 || KD Loss: 0.0404|| 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: 4 days, 11:28:36 || Estimated Time: 1 day, 8:38:13
2023-08-01 01:12:03,704 semantic_segmentation INFO: Iters: 115070/150000 || Lr: 0.005388 || Task Loss: 0.1517 || KD Loss: 0.0258|| 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: 4 days, 11:29:10 || Estimated Time: 1 day, 8:37:40
2023-08-01 01:12:37,308 semantic_segmentation INFO: Iters: 115080/150000 || Lr: 0.005387 || Task Loss: 0.1892 || KD Loss: 0.0397|| 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: 4 days, 11:29:44 || Estimated Time: 1 day, 8:37:06
2023-08-01 01:13:10,876 semantic_segmentation INFO: Iters: 115090/150000 || Lr: 0.005385 || Task Loss: 0.1583 || KD Loss: 0.0420|| 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: 4 days, 11:30:17 || Estimated Time: 1 day, 8:36:32
2023-08-01 01:13:44,822 semantic_segmentation INFO: Iters: 115100/150000 || Lr: 0.005384 || Task Loss: 0.1226 || KD Loss: 0.0235|| 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: 4 days, 11:30:51 || Estimated Time: 1 day, 8:35:59
2023-08-01 01:14:18,972 semantic_segmentation INFO: Iters: 115110/150000 || Lr: 0.005383 || Task Loss: 0.1670 || KD Loss: 0.0403|| 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: 4 days, 11:31:25 || Estimated Time: 1 day, 8:35:25
2023-08-01 01:14:52,661 semantic_segmentation INFO: Iters: 115120/150000 || Lr: 0.005381 || Task Loss: 0.1643 || KD Loss: 0.0344|| 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: 4 days, 11:31:59 || Estimated Time: 1 day, 8:34:52
2023-08-01 01:15:26,260 semantic_segmentation INFO: Iters: 115130/150000 || Lr: 0.005380 || Task Loss: 0.1407 || KD Loss: 0.0425|| 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: 4 days, 11:32:33 || Estimated Time: 1 day, 8:34:18
2023-08-01 01:15:59,833 semantic_segmentation INFO: Iters: 115140/150000 || Lr: 0.005378 || Task Loss: 0.1794 || KD Loss: 0.0525|| 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: 4 days, 11:33:06 || Estimated Time: 1 day, 8:33:45
2023-08-01 01:16:33,512 semantic_segmentation INFO: Iters: 115150/150000 || Lr: 0.005377 || Task Loss: 0.1687 || KD Loss: 0.0384|| 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: 4 days, 11:33:40 || Estimated Time: 1 day, 8:33:11
2023-08-01 01:17:07,168 semantic_segmentation INFO: Iters: 115160/150000 || Lr: 0.005376 || Task Loss: 0.2159 || KD Loss: 0.0363|| 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: 4 days, 11:34:14 || Estimated Time: 1 day, 8:32:37
2023-08-01 01:17:40,778 semantic_segmentation INFO: Iters: 115170/150000 || Lr: 0.005374 || Task Loss: 0.1515 || KD Loss: 0.0350|| 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: 4 days, 11:34:47 || Estimated Time: 1 day, 8:32:04
2023-08-01 01:18:14,394 semantic_segmentation INFO: Iters: 115180/150000 || Lr: 0.005373 || Task Loss: 0.1314 || KD Loss: 0.0234|| 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: 4 days, 11:35:21 || Estimated Time: 1 day, 8:31:30
2023-08-01 01:18:47,913 semantic_segmentation INFO: Iters: 115190/150000 || Lr: 0.005371 || Task Loss: 0.1138 || KD Loss: 0.0199|| 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: 4 days, 11:35:54 || Estimated Time: 1 day, 8:30:56
2023-08-01 01:19:21,575 semantic_segmentation INFO: Iters: 115200/150000 || Lr: 0.005370 || Task Loss: 0.1430 || KD Loss: 0.0291|| 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: 4 days, 11:36:28 || Estimated Time: 1 day, 8:30:23
2023-08-01 01:19:21,641 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-01 01:19:22,586 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.410
2023-08-01 01:19:22,697 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.513
2023-08-01 01:19:22,809 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.525
2023-08-01 01:19:22,919 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.546
2023-08-01 01:19:23,029 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.569
2023-08-01 01:19:23,137 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.574
2023-08-01 01:19:23,248 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.582
2023-08-01 01:19:23,360 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.618
2023-08-01 01:19:23,472 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.666
2023-08-01 01:19:23,581 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.717
2023-08-01 01:19:23,686 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.970, mIoU: 0.726
2023-08-01 01:19:23,791 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.753
2023-08-01 01:19:23,895 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.755
2023-08-01 01:19:24,000 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.965, mIoU: 0.745
2023-08-01 01:19:24,108 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.742
2023-08-01 01:19:24,219 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.961, mIoU: 0.731
2023-08-01 01:19:24,333 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.960, mIoU: 0.732
2023-08-01 01:19:24,449 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.732
2023-08-01 01:19:24,561 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.959, mIoU: 0.741
2023-08-01 01:19:24,671 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.745
2023-08-01 01:19:24,781 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 01:19:24,895 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-01 01:19:25,008 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-01 01:19:25,123 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-01 01:19:25,237 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.950, mIoU: 0.764
2023-08-01 01:19:25,346 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-01 01:19:25,459 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.751
2023-08-01 01:19:25,569 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.746
2023-08-01 01:19:25,680 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.749
2023-08-01 01:19:25,793 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.760
2023-08-01 01:19:25,908 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.949, mIoU: 0.759
2023-08-01 01:19:26,026 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.756
2023-08-01 01:19:26,143 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-01 01:19:26,250 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.756
2023-08-01 01:19:26,360 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-01 01:19:26,473 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.756
2023-08-01 01:19:26,586 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.753
2023-08-01 01:19:26,700 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-01 01:19:26,811 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.744
2023-08-01 01:19:26,922 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-01 01:19:27,035 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-01 01:19:27,152 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-01 01:19:27,268 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.745
2023-08-01 01:19:27,379 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.746
2023-08-01 01:19:27,486 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-01 01:19:27,595 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.745
2023-08-01 01:19:27,707 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-01 01:19:27,818 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.744
2023-08-01 01:19:27,934 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-01 01:19:28,049 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.749
2023-08-01 01:19:28,163 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-01 01:19:28,274 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-01 01:19:28,384 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.754
2023-08-01 01:19:28,491 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.950, mIoU: 0.755
2023-08-01 01:19:28,598 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-01 01:19:28,705 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.949, mIoU: 0.756
2023-08-01 01:19:28,819 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.950, mIoU: 0.757
2023-08-01 01:19:28,931 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-01 01:19:29,044 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-01 01:19:29,162 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.950, mIoU: 0.764
2023-08-01 01:19:29,273 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.950, mIoU: 0.767
2023-08-01 01:19:29,385 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.950, mIoU: 0.769
2023-08-01 01:19:29,497 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.949, mIoU: 0.768
2023-08-01 01:19:29,607 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.949, mIoU: 0.767
2023-08-01 01:19:29,714 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.949, mIoU: 0.769
2023-08-01 01:19:29,820 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.949, mIoU: 0.769
2023-08-01 01:19:29,923 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.948, mIoU: 0.769
2023-08-01 01:19:30,028 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.769
2023-08-01 01:19:30,133 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.768
2023-08-01 01:19:30,236 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.948, mIoU: 0.768
2023-08-01 01:19:30,347 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.948, mIoU: 0.768
2023-08-01 01:19:30,451 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.949, mIoU: 0.767
2023-08-01 01:19:30,557 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.767
2023-08-01 01:19:30,668 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-01 01:19:30,782 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.948, mIoU: 0.767
2023-08-01 01:19:30,896 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.948, mIoU: 0.767
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2023-08-01 01:19:32,084 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.945, mIoU: 0.761
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2023-08-01 01:19:32,952 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.947, mIoU: 0.767
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2023-08-01 01:20:14,816 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 01:20:14,933 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 01:20:15,052 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 01:20:15,166 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 01:20:15,281 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 01:20:15,391 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 01:20:15,503 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 01:20:15,613 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 01:20:15,727 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 01:20:15,852 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 01:20:15,962 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 01:20:16,076 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 01:20:16,189 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 01:20:16,305 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 01:20:16,420 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 01:20:16,529 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 01:20:16,636 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 01:20:16,745 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 01:20:16,864 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 01:20:16,978 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 01:20:17,094 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 01:20:17,210 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 01:20:17,324 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 01:20:17,437 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 01:20:17,554 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 01:20:17,661 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 01:20:17,773 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 01:20:17,892 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 01:20:18,003 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 01:20:18,112 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 01:20:18,228 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 01:20:18,345 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 01:20:18,459 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 01:20:18,573 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 01:20:18,683 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 01:20:18,792 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 01:20:52,859 semantic_segmentation INFO: Iters: 115210/150000 || Lr: 0.005369 || Task Loss: 0.1323 || KD Loss: 0.0355|| 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: 4 days, 11:37:59 || Estimated Time: 1 day, 8:30:07
2023-08-01 01:21:26,514 semantic_segmentation INFO: Iters: 115220/150000 || Lr: 0.005367 || Task Loss: 0.1876 || KD Loss: 0.0411|| 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: 4 days, 11:38:33 || Estimated Time: 1 day, 8:29:33
2023-08-01 01:22:00,663 semantic_segmentation INFO: Iters: 115230/150000 || Lr: 0.005366 || Task Loss: 0.1799 || KD Loss: 0.0346|| 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: 4 days, 11:39:07 || Estimated Time: 1 day, 8:28:59
2023-08-01 01:22:34,713 semantic_segmentation INFO: Iters: 115240/150000 || Lr: 0.005365 || Task Loss: 0.2126 || KD Loss: 0.0386|| 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: 4 days, 11:39:41 || Estimated Time: 1 day, 8:28:26
2023-08-01 01:23:08,246 semantic_segmentation INFO: Iters: 115250/150000 || Lr: 0.005363 || Task Loss: 0.1588 || KD Loss: 0.0567|| 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: 4 days, 11:40:15 || Estimated Time: 1 day, 8:27:52
2023-08-01 01:23:41,771 semantic_segmentation INFO: Iters: 115260/150000 || Lr: 0.005362 || Task Loss: 0.1883 || KD Loss: 0.0315|| 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: 4 days, 11:40:48 || Estimated Time: 1 day, 8:27:19
2023-08-01 01:24:15,357 semantic_segmentation INFO: Iters: 115270/150000 || Lr: 0.005360 || Task Loss: 0.1675 || KD Loss: 0.0405|| 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: 4 days, 11:41:22 || Estimated Time: 1 day, 8:26:45
2023-08-01 01:24:49,037 semantic_segmentation INFO: Iters: 115280/150000 || Lr: 0.005359 || Task Loss: 0.1464 || KD Loss: 0.0378|| 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: 4 days, 11:41:55 || Estimated Time: 1 day, 8:26:11
2023-08-01 01:25:22,641 semantic_segmentation INFO: Iters: 115290/150000 || Lr: 0.005358 || Task Loss: 0.1829 || KD Loss: 0.0351|| 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: 4 days, 11:42:29 || Estimated Time: 1 day, 8:25:38
2023-08-01 01:25:56,226 semantic_segmentation INFO: Iters: 115300/150000 || Lr: 0.005356 || Task Loss: 0.1257 || KD Loss: 0.0243|| 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: 4 days, 11:43:03 || Estimated Time: 1 day, 8:25:04
2023-08-01 01:26:29,807 semantic_segmentation INFO: Iters: 115310/150000 || Lr: 0.005355 || Task Loss: 0.1814 || KD Loss: 0.0460|| 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: 4 days, 11:43:36 || Estimated Time: 1 day, 8:24:30
2023-08-01 01:27:03,404 semantic_segmentation INFO: Iters: 115320/150000 || Lr: 0.005353 || Task Loss: 0.1415 || KD Loss: 0.0395|| 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: 4 days, 11:44:10 || Estimated Time: 1 day, 8:23:57
2023-08-01 01:27:37,009 semantic_segmentation INFO: Iters: 115330/150000 || Lr: 0.005352 || Task Loss: 0.1938 || KD Loss: 0.0417|| 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: 4 days, 11:44:43 || Estimated Time: 1 day, 8:23:23
2023-08-01 01:28:10,647 semantic_segmentation INFO: Iters: 115340/150000 || Lr: 0.005351 || Task Loss: 0.1840 || KD Loss: 0.0470|| 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: 4 days, 11:45:17 || Estimated Time: 1 day, 8:22:49
2023-08-01 01:28:44,190 semantic_segmentation INFO: Iters: 115350/150000 || Lr: 0.005349 || Task Loss: 0.1479 || KD Loss: 0.0281|| 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: 4 days, 11:45:51 || Estimated Time: 1 day, 8:22:16
2023-08-01 01:29:17,781 semantic_segmentation INFO: Iters: 115360/150000 || Lr: 0.005348 || Task Loss: 0.1452 || KD Loss: 0.0404|| 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: 4 days, 11:46:24 || Estimated Time: 1 day, 8:21:42
2023-08-01 01:29:51,637 semantic_segmentation INFO: Iters: 115370/150000 || Lr: 0.005346 || Task Loss: 0.1803 || KD Loss: 0.0471|| 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: 4 days, 11:46:58 || Estimated Time: 1 day, 8:21:09
2023-08-01 01:30:25,759 semantic_segmentation INFO: Iters: 115380/150000 || Lr: 0.005345 || Task Loss: 0.1517 || KD Loss: 0.0302|| 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: 4 days, 11:47:32 || Estimated Time: 1 day, 8:20:35
2023-08-01 01:30:59,616 semantic_segmentation INFO: Iters: 115390/150000 || Lr: 0.005344 || Task Loss: 0.2027 || KD Loss: 0.0412|| 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: 4 days, 11:48:06 || Estimated Time: 1 day, 8:20:02
2023-08-01 01:31:33,246 semantic_segmentation INFO: Iters: 115400/150000 || Lr: 0.005342 || Task Loss: 0.1426 || KD Loss: 0.0369|| 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: 4 days, 11:48:40 || Estimated Time: 1 day, 8:19:28
2023-08-01 01:32:06,909 semantic_segmentation INFO: Iters: 115410/150000 || Lr: 0.005341 || Task Loss: 0.1478 || KD Loss: 0.0340|| 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: 4 days, 11:49:13 || Estimated Time: 1 day, 8:18:54
2023-08-01 01:32:40,607 semantic_segmentation INFO: Iters: 115420/150000 || Lr: 0.005340 || Task Loss: 0.1587 || KD Loss: 0.0330|| 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: 4 days, 11:49:47 || Estimated Time: 1 day, 8:18:21
2023-08-01 01:33:14,184 semantic_segmentation INFO: Iters: 115430/150000 || Lr: 0.005338 || Task Loss: 0.2807 || KD Loss: 0.0333|| 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: 4 days, 11:50:21 || Estimated Time: 1 day, 8:17:47
2023-08-01 01:33:47,754 semantic_segmentation INFO: Iters: 115440/150000 || Lr: 0.005337 || Task Loss: 0.1971 || KD Loss: 0.0522|| 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: 4 days, 11:50:54 || Estimated Time: 1 day, 8:17:13
2023-08-01 01:34:21,353 semantic_segmentation INFO: Iters: 115450/150000 || Lr: 0.005335 || Task Loss: 0.1763 || KD Loss: 0.0494|| 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: 4 days, 11:51:28 || Estimated Time: 1 day, 8:16:40
2023-08-01 01:34:54,915 semantic_segmentation INFO: Iters: 115460/150000 || Lr: 0.005334 || Task Loss: 0.2182 || KD Loss: 0.0538|| 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: 4 days, 11:52:01 || Estimated Time: 1 day, 8:16:06
2023-08-01 01:35:28,528 semantic_segmentation INFO: Iters: 115470/150000 || Lr: 0.005333 || Task Loss: 0.1404 || KD Loss: 0.0309|| 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: 4 days, 11:52:35 || Estimated Time: 1 day, 8:15:32
2023-08-01 01:36:02,223 semantic_segmentation INFO: Iters: 115480/150000 || Lr: 0.005331 || Task Loss: 0.2178 || KD Loss: 0.0435|| 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: 4 days, 11:53:09 || Estimated Time: 1 day, 8:14:59
2023-08-01 01:36:35,807 semantic_segmentation INFO: Iters: 115490/150000 || Lr: 0.005330 || Task Loss: 0.1446 || KD Loss: 0.0327|| 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: 4 days, 11:53:42 || Estimated Time: 1 day, 8:14:25
2023-08-01 01:37:09,410 semantic_segmentation INFO: Iters: 115500/150000 || Lr: 0.005328 || Task Loss: 0.1996 || KD Loss: 0.0594|| 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: 4 days, 11:54:16 || Estimated Time: 1 day, 8:13:52
2023-08-01 01:37:42,998 semantic_segmentation INFO: Iters: 115510/150000 || Lr: 0.005327 || Task Loss: 0.1606 || KD Loss: 0.0303|| 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: 4 days, 11:54:49 || Estimated Time: 1 day, 8:13:18
2023-08-01 01:38:17,110 semantic_segmentation INFO: Iters: 115520/150000 || Lr: 0.005326 || Task Loss: 0.1542 || KD Loss: 0.0304|| 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: 4 days, 11:55:23 || Estimated Time: 1 day, 8:12:44
2023-08-01 01:38:51,274 semantic_segmentation INFO: Iters: 115530/150000 || Lr: 0.005324 || Task Loss: 0.2063 || KD Loss: 0.0493|| 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: 4 days, 11:55:58 || Estimated Time: 1 day, 8:12:11
2023-08-01 01:39:24,856 semantic_segmentation INFO: Iters: 115540/150000 || Lr: 0.005323 || Task Loss: 0.1551 || KD Loss: 0.0354|| 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: 4 days, 11:56:31 || Estimated Time: 1 day, 8:11:37
2023-08-01 01:39:58,495 semantic_segmentation INFO: Iters: 115550/150000 || Lr: 0.005321 || Task Loss: 0.1422 || KD Loss: 0.0327|| 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: 4 days, 11:57:05 || Estimated Time: 1 day, 8:11:04
2023-08-01 01:40:32,249 semantic_segmentation INFO: Iters: 115560/150000 || Lr: 0.005320 || Task Loss: 0.2107 || KD Loss: 0.0436|| 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: 4 days, 11:57:39 || Estimated Time: 1 day, 8:10:30
2023-08-01 01:41:05,887 semantic_segmentation INFO: Iters: 115570/150000 || Lr: 0.005319 || Task Loss: 0.1573 || KD Loss: 0.0430|| 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: 4 days, 11:58:12 || Estimated Time: 1 day, 8:09:56
2023-08-01 01:41:39,473 semantic_segmentation INFO: Iters: 115580/150000 || Lr: 0.005317 || Task Loss: 0.2307 || KD Loss: 0.0477|| 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: 4 days, 11:58:46 || Estimated Time: 1 day, 8:09:23
2023-08-01 01:42:13,090 semantic_segmentation INFO: Iters: 115590/150000 || Lr: 0.005316 || Task Loss: 0.2009 || KD Loss: 0.0287|| 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: 4 days, 11:59:19 || Estimated Time: 1 day, 8:08:49
2023-08-01 01:42:46,665 semantic_segmentation INFO: Iters: 115600/150000 || Lr: 0.005314 || Task Loss: 0.2611 || KD Loss: 0.0489|| 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: 4 days, 11:59:53 || Estimated Time: 1 day, 8:08:15
2023-08-01 01:43:20,310 semantic_segmentation INFO: Iters: 115610/150000 || Lr: 0.005313 || Task Loss: 0.1333 || KD Loss: 0.0287|| 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: 4 days, 12:00:27 || Estimated Time: 1 day, 8:07:42
2023-08-01 01:43:53,953 semantic_segmentation INFO: Iters: 115620/150000 || Lr: 0.005312 || Task Loss: 0.1779 || KD Loss: 0.0324|| 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: 4 days, 12:01:00 || Estimated Time: 1 day, 8:07:08
2023-08-01 01:44:27,500 semantic_segmentation INFO: Iters: 115630/150000 || Lr: 0.005310 || Task Loss: 0.1067 || KD Loss: 0.0323|| 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: 4 days, 12:01:34 || Estimated Time: 1 day, 8:06:35
2023-08-01 01:45:01,126 semantic_segmentation INFO: Iters: 115640/150000 || Lr: 0.005309 || Task Loss: 0.1907 || KD Loss: 0.0390|| 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: 4 days, 12:02:07 || Estimated Time: 1 day, 8:06:01
2023-08-01 01:45:34,730 semantic_segmentation INFO: Iters: 115650/150000 || Lr: 0.005308 || Task Loss: 0.1588 || KD Loss: 0.0345|| 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: 4 days, 12:02:41 || Estimated Time: 1 day, 8:05:27
2023-08-01 01:46:08,692 semantic_segmentation INFO: Iters: 115660/150000 || Lr: 0.005306 || Task Loss: 0.1812 || KD Loss: 0.0439|| 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: 4 days, 12:03:15 || Estimated Time: 1 day, 8:04:54
2023-08-01 01:46:42,782 semantic_segmentation INFO: Iters: 115670/150000 || Lr: 0.005305 || Task Loss: 0.1900 || KD Loss: 0.0432|| 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: 4 days, 12:03:49 || Estimated Time: 1 day, 8:04:20
2023-08-01 01:47:16,599 semantic_segmentation INFO: Iters: 115680/150000 || Lr: 0.005303 || Task Loss: 0.1380 || KD Loss: 0.0322|| 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: 4 days, 12:04:23 || Estimated Time: 1 day, 8:03:47
2023-08-01 01:47:50,205 semantic_segmentation INFO: Iters: 115690/150000 || Lr: 0.005302 || Task Loss: 0.2401 || KD Loss: 0.0571|| 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 days, 12:04:57 || Estimated Time: 1 day, 8:03:13
2023-08-01 01:48:23,884 semantic_segmentation INFO: Iters: 115700/150000 || Lr: 0.005301 || Task Loss: 0.1432 || KD Loss: 0.0317|| 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: 4 days, 12:05:30 || Estimated Time: 1 day, 8:02:39
2023-08-01 01:48:57,450 semantic_segmentation INFO: Iters: 115710/150000 || Lr: 0.005299 || Task Loss: 0.1764 || KD Loss: 0.0343|| 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: 4 days, 12:06:04 || Estimated Time: 1 day, 8:02:06
2023-08-01 01:49:31,112 semantic_segmentation INFO: Iters: 115720/150000 || Lr: 0.005298 || Task Loss: 0.1370 || KD Loss: 0.0242|| 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: 4 days, 12:06:37 || Estimated Time: 1 day, 8:01:32
2023-08-01 01:50:04,776 semantic_segmentation INFO: Iters: 115730/150000 || Lr: 0.005296 || Task Loss: 0.1045 || KD Loss: 0.0203|| 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: 4 days, 12:07:11 || Estimated Time: 1 day, 8:00:59
2023-08-01 01:50:38,433 semantic_segmentation INFO: Iters: 115740/150000 || Lr: 0.005295 || Task Loss: 0.2107 || KD Loss: 0.0494|| 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: 4 days, 12:07:45 || Estimated Time: 1 day, 8:00:25
2023-08-01 01:51:12,113 semantic_segmentation INFO: Iters: 115750/150000 || Lr: 0.005294 || Task Loss: 0.1600 || KD Loss: 0.0437|| 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: 4 days, 12:08:18 || Estimated Time: 1 day, 7:59:51
2023-08-01 01:51:45,663 semantic_segmentation INFO: Iters: 115760/150000 || Lr: 0.005292 || Task Loss: 0.1809 || KD Loss: 0.0371|| 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: 4 days, 12:08:52 || Estimated Time: 1 day, 7:59:18
2023-08-01 01:52:19,239 semantic_segmentation INFO: Iters: 115770/150000 || Lr: 0.005291 || Task Loss: 0.1653 || KD Loss: 0.0418|| 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: 4 days, 12:09:26 || Estimated Time: 1 day, 7:58:44
2023-08-01 01:52:52,887 semantic_segmentation INFO: Iters: 115780/150000 || Lr: 0.005289 || Task Loss: 0.2199 || KD Loss: 0.0451|| 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: 4 days, 12:09:59 || Estimated Time: 1 day, 7:58:10
2023-08-01 01:53:26,691 semantic_segmentation INFO: Iters: 115790/150000 || Lr: 0.005288 || Task Loss: 0.1834 || KD Loss: 0.0431|| 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: 4 days, 12:10:33 || Estimated Time: 1 day, 7:57:37
2023-08-01 01:54:00,306 semantic_segmentation INFO: Iters: 115800/150000 || Lr: 0.005287 || Task Loss: 0.2413 || KD Loss: 0.0589|| 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: 4 days, 12:11:07 || Estimated Time: 1 day, 7:57:03
2023-08-01 01:54:34,590 semantic_segmentation INFO: Iters: 115810/150000 || Lr: 0.005285 || Task Loss: 0.2295 || KD Loss: 0.0551|| 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: 4 days, 12:11:41 || Estimated Time: 1 day, 7:56:30
2023-08-01 01:55:08,742 semantic_segmentation INFO: Iters: 115820/150000 || Lr: 0.005284 || Task Loss: 0.1133 || KD Loss: 0.0255|| 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: 4 days, 12:12:15 || Estimated Time: 1 day, 7:55:56
2023-08-01 01:55:42,344 semantic_segmentation INFO: Iters: 115830/150000 || Lr: 0.005283 || Task Loss: 0.1860 || KD Loss: 0.0294|| 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: 4 days, 12:12:49 || Estimated Time: 1 day, 7:55:23
2023-08-01 01:56:16,116 semantic_segmentation INFO: Iters: 115840/150000 || Lr: 0.005281 || Task Loss: 0.2002 || KD Loss: 0.0729|| 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: 4 days, 12:13:22 || Estimated Time: 1 day, 7:54:49
2023-08-01 01:56:49,878 semantic_segmentation INFO: Iters: 115850/150000 || Lr: 0.005280 || Task Loss: 0.1630 || KD Loss: 0.0337|| 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: 4 days, 12:13:56 || Estimated Time: 1 day, 7:54:15
2023-08-01 01:57:23,580 semantic_segmentation INFO: Iters: 115860/150000 || Lr: 0.005278 || Task Loss: 0.1467 || KD Loss: 0.0255|| 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: 4 days, 12:14:30 || Estimated Time: 1 day, 7:53:42
2023-08-01 01:57:57,215 semantic_segmentation INFO: Iters: 115870/150000 || Lr: 0.005277 || Task Loss: 0.2925 || KD Loss: 0.0351|| 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: 4 days, 12:15:04 || Estimated Time: 1 day, 7:53:08
2023-08-01 01:58:30,852 semantic_segmentation INFO: Iters: 115880/150000 || Lr: 0.005276 || Task Loss: 0.1797 || KD Loss: 0.0504|| 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: 4 days, 12:15:37 || Estimated Time: 1 day, 7:52:35
2023-08-01 01:59:04,468 semantic_segmentation INFO: Iters: 115890/150000 || Lr: 0.005274 || Task Loss: 0.1653 || KD Loss: 0.0342|| 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: 4 days, 12:16:11 || Estimated Time: 1 day, 7:52:01
2023-08-01 01:59:38,171 semantic_segmentation INFO: Iters: 115900/150000 || Lr: 0.005273 || Task Loss: 0.2113 || KD Loss: 0.0442|| 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: 4 days, 12:16:45 || Estimated Time: 1 day, 7:51:27
2023-08-01 02:00:11,768 semantic_segmentation INFO: Iters: 115910/150000 || Lr: 0.005271 || Task Loss: 0.1937 || KD Loss: 0.0374|| 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: 4 days, 12:17:18 || Estimated Time: 1 day, 7:50:54
2023-08-01 02:00:45,397 semantic_segmentation INFO: Iters: 115920/150000 || Lr: 0.005270 || Task Loss: 0.1961 || KD Loss: 0.0485|| 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: 4 days, 12:17:52 || Estimated Time: 1 day, 7:50:20
2023-08-01 02:01:19,008 semantic_segmentation INFO: Iters: 115930/150000 || Lr: 0.005269 || Task Loss: 0.1824 || KD Loss: 0.0434|| 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: 4 days, 12:18:25 || Estimated Time: 1 day, 7:49:46
2023-08-01 02:01:52,612 semantic_segmentation INFO: Iters: 115940/150000 || Lr: 0.005267 || Task Loss: 0.1747 || KD Loss: 0.0396|| 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 days, 12:18:59 || Estimated Time: 1 day, 7:49:13
2023-08-01 02:02:26,571 semantic_segmentation INFO: Iters: 115950/150000 || Lr: 0.005266 || Task Loss: 0.1704 || KD Loss: 0.0456|| 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: 4 days, 12:19:33 || Estimated Time: 1 day, 7:48:39
2023-08-01 02:03:00,741 semantic_segmentation INFO: Iters: 115960/150000 || Lr: 0.005264 || Task Loss: 0.1975 || KD Loss: 0.0922|| 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: 4 days, 12:20:07 || Estimated Time: 1 day, 7:48:06
2023-08-01 02:03:34,692 semantic_segmentation INFO: Iters: 115970/150000 || Lr: 0.005263 || Task Loss: 0.1333 || KD Loss: 0.0385|| 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: 4 days, 12:20:41 || Estimated Time: 1 day, 7:47:32
2023-08-01 02:04:08,317 semantic_segmentation INFO: Iters: 115980/150000 || Lr: 0.005262 || Task Loss: 0.2552 || KD Loss: 0.0272|| 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: 4 days, 12:21:15 || Estimated Time: 1 day, 7:46:59
2023-08-01 02:04:41,996 semantic_segmentation INFO: Iters: 115990/150000 || Lr: 0.005260 || Task Loss: 0.2469 || KD Loss: 0.0382|| 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: 4 days, 12:21:48 || Estimated Time: 1 day, 7:46:25
2023-08-01 02:05:15,559 semantic_segmentation INFO: Iters: 116000/150000 || Lr: 0.005259 || Task Loss: 0.2219 || KD Loss: 0.0643|| 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: 4 days, 12:22:22 || Estimated Time: 1 day, 7:45:51
2023-08-01 02:05:15,625 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-01 02:05:16,429 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.970, mIoU: 0.407
2023-08-01 02:05:16,567 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.976, mIoU: 0.512
2023-08-01 02:05:16,675 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.519
2023-08-01 02:05:16,780 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.542
2023-08-01 02:05:16,886 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.534
2023-08-01 02:05:16,991 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.539
2023-08-01 02:05:17,097 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.578
2023-08-01 02:05:17,204 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.628
2023-08-01 02:05:17,315 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.674
2023-08-01 02:05:17,427 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.721
2023-08-01 02:05:17,542 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.728
2023-08-01 02:05:17,652 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.762
2023-08-01 02:05:17,764 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.761
2023-08-01 02:05:17,880 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.964, mIoU: 0.747
2023-08-01 02:05:17,993 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.744
2023-08-01 02:05:18,100 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.731
2023-08-01 02:05:18,207 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.732
2023-08-01 02:05:18,312 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.732
2023-08-01 02:05:18,423 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.740
2023-08-01 02:05:18,525 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.745
2023-08-01 02:05:18,629 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-01 02:05:18,733 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.731
2023-08-01 02:05:18,837 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.731
2023-08-01 02:05:18,944 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-01 02:05:19,054 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.756
2023-08-01 02:05:19,163 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-01 02:05:19,280 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.744
2023-08-01 02:05:19,400 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.947, mIoU: 0.738
2023-08-01 02:05:19,515 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.947, mIoU: 0.742
2023-08-01 02:05:19,631 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.752
2023-08-01 02:05:19,746 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-01 02:05:19,860 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.749
2023-08-01 02:05:19,975 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.751
2023-08-01 02:05:20,090 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.749
2023-08-01 02:05:20,210 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.751
2023-08-01 02:05:20,325 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-01 02:05:20,438 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.746
2023-08-01 02:05:20,548 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.745
2023-08-01 02:05:20,658 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.736
2023-08-01 02:05:20,766 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.737
2023-08-01 02:05:20,875 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.738
2023-08-01 02:05:20,982 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-01 02:05:21,088 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-01 02:05:21,194 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.740
2023-08-01 02:05:21,301 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.739
2023-08-01 02:05:21,408 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.739
2023-08-01 02:05:21,525 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-01 02:05:21,643 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-01 02:05:21,758 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-01 02:05:21,873 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-01 02:05:21,989 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-01 02:05:22,100 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.744
2023-08-01 02:05:22,206 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.746
2023-08-01 02:05:22,315 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.749
2023-08-01 02:05:22,423 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.949, mIoU: 0.748
2023-08-01 02:05:22,536 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.949, mIoU: 0.746
2023-08-01 02:05:22,654 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-01 02:05:22,765 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.753
2023-08-01 02:05:22,877 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.950, mIoU: 0.756
2023-08-01 02:05:22,992 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.950, mIoU: 0.754
2023-08-01 02:05:23,105 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.949, mIoU: 0.756
2023-08-01 02:05:23,221 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.949, mIoU: 0.758
2023-08-01 02:05:23,332 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-01 02:05:23,438 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.949, mIoU: 0.758
2023-08-01 02:05:23,543 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.949, mIoU: 0.760
2023-08-01 02:05:23,655 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.949, mIoU: 0.760
2023-08-01 02:05:23,763 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.948, mIoU: 0.760
2023-08-01 02:05:23,878 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-01 02:05:23,994 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.760
2023-08-01 02:05:24,108 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.948, mIoU: 0.759
2023-08-01 02:05:24,220 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.949, mIoU: 0.760
2023-08-01 02:05:24,330 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-01 02:05:24,438 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-01 02:05:24,547 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.754
2023-08-01 02:05:24,649 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.949, mIoU: 0.754
2023-08-01 02:05:24,755 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.949, mIoU: 0.754
2023-08-01 02:05:24,857 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.949, mIoU: 0.754
2023-08-01 02:05:24,962 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.754
2023-08-01 02:05:25,067 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.949, mIoU: 0.753
2023-08-01 02:05:25,172 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.949, mIoU: 0.754
2023-08-01 02:05:25,278 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.949, mIoU: 0.756
2023-08-01 02:05:25,383 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.949, mIoU: 0.756
2023-08-01 02:05:25,487 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.949, mIoU: 0.756
2023-08-01 02:05:25,589 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.948, mIoU: 0.753
2023-08-01 02:05:25,693 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.749
2023-08-01 02:05:25,798 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.946, mIoU: 0.749
2023-08-01 02:05:25,903 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.946, mIoU: 0.749
2023-08-01 02:05:26,016 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.946, mIoU: 0.749
2023-08-01 02:05:26,123 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.946, mIoU: 0.748
2023-08-01 02:05:26,235 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.747
2023-08-01 02:05:26,352 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.946, mIoU: 0.747
2023-08-01 02:05:26,467 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.946, mIoU: 0.758
2023-08-01 02:05:26,582 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.946, mIoU: 0.757
2023-08-01 02:05:26,696 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.947, mIoU: 0.757
2023-08-01 02:05:26,808 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.947, mIoU: 0.757
2023-08-01 02:05:26,916 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.947, mIoU: 0.757
2023-08-01 02:05:27,028 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.947, mIoU: 0.758
2023-08-01 02:05:27,135 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.947, mIoU: 0.758
2023-08-01 02:05:27,250 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.946, mIoU: 0.757
2023-08-01 02:05:27,369 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.946, mIoU: 0.758
2023-08-01 02:05:27,484 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.945, mIoU: 0.757
2023-08-01 02:05:27,598 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.944, mIoU: 0.755
2023-08-01 02:05:27,709 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.944, mIoU: 0.755
2023-08-01 02:05:27,821 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.944, mIoU: 0.755
2023-08-01 02:05:27,932 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.945, mIoU: 0.755
2023-08-01 02:05:28,043 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.945, mIoU: 0.755
2023-08-01 02:05:28,149 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.945, mIoU: 0.754
2023-08-01 02:05:28,254 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.945, mIoU: 0.756
2023-08-01 02:05:28,360 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.945, mIoU: 0.756
2023-08-01 02:05:28,469 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.945, mIoU: 0.756
2023-08-01 02:05:28,579 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.945, mIoU: 0.756
2023-08-01 02:05:28,694 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.945, mIoU: 0.756
2023-08-01 02:05:28,813 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.945, mIoU: 0.756
2023-08-01 02:05:28,929 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.945, mIoU: 0.755
2023-08-01 02:05:29,054 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.945, mIoU: 0.755
2023-08-01 02:05:29,163 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.945, mIoU: 0.755
2023-08-01 02:05:29,279 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.945, mIoU: 0.754
2023-08-01 02:05:29,387 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.945, mIoU: 0.754
2023-08-01 02:05:29,501 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.945, mIoU: 0.755
2023-08-01 02:05:29,622 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.945, mIoU: 0.755
2023-08-01 02:05:29,739 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.945, mIoU: 0.754
2023-08-01 02:05:29,851 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.945, mIoU: 0.754
2023-08-01 02:05:29,960 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.945, mIoU: 0.754
2023-08-01 02:05:30,073 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.945, mIoU: 0.756
2023-08-01 02:05:30,181 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.945, mIoU: 0.756
2023-08-01 02:05:30,287 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.945, mIoU: 0.758
2023-08-01 02:05:30,393 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.945, mIoU: 0.759
2023-08-01 02:05:30,500 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.945, mIoU: 0.759
2023-08-01 02:05:30,604 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.945, mIoU: 0.758
2023-08-01 02:05:30,709 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.945, mIoU: 0.759
2023-08-01 02:05:30,816 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.946, mIoU: 0.759
2023-08-01 02:05:30,924 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.946, mIoU: 0.758
2023-08-01 02:05:31,033 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.946, mIoU: 0.758
2023-08-01 02:05:31,148 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.946, mIoU: 0.757
2023-08-01 02:05:31,266 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.946, mIoU: 0.756
2023-08-01 02:05:31,383 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.946, mIoU: 0.756
2023-08-01 02:05:31,497 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.947, mIoU: 0.756
2023-08-01 02:05:31,610 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.946, mIoU: 0.755
2023-08-01 02:05:31,721 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.946, mIoU: 0.755
2023-08-01 02:05:31,829 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.946, mIoU: 0.756
2023-08-01 02:05:31,934 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.946, mIoU: 0.756
2023-08-01 02:05:32,038 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.946, mIoU: 0.756
2023-08-01 02:05:32,144 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.946, mIoU: 0.755
2023-08-01 02:05:32,248 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.946, mIoU: 0.755
2023-08-01 02:05:32,352 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.946, mIoU: 0.755
2023-08-01 02:05:32,456 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.946, mIoU: 0.756
2023-08-01 02:05:32,561 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.946, mIoU: 0.756
2023-08-01 02:05:32,667 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.946, mIoU: 0.756
2023-08-01 02:05:32,779 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.946, mIoU: 0.755
2023-08-01 02:05:32,892 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.946, mIoU: 0.754
2023-08-01 02:05:33,008 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.946, mIoU: 0.756
2023-08-01 02:05:33,126 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.946, mIoU: 0.756
2023-08-01 02:05:33,240 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.946, mIoU: 0.755
2023-08-01 02:05:33,354 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.946, mIoU: 0.755
2023-08-01 02:05:33,466 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.946, mIoU: 0.756
2023-08-01 02:05:33,577 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.946, mIoU: 0.756
2023-08-01 02:05:33,684 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.946, mIoU: 0.756
2023-08-01 02:05:33,804 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.946, mIoU: 0.756
2023-08-01 02:05:33,929 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.946, mIoU: 0.755
2023-08-01 02:05:34,051 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.946, mIoU: 0.755
2023-08-01 02:05:34,174 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.946, mIoU: 0.754
2023-08-01 02:05:34,302 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.946, mIoU: 0.753
2023-08-01 02:05:34,421 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.946, mIoU: 0.752
2023-08-01 02:05:34,540 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.946, mIoU: 0.752
2023-08-01 02:05:34,656 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.946, mIoU: 0.752
2023-08-01 02:05:34,774 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.946, mIoU: 0.752
2023-08-01 02:05:34,893 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.946, mIoU: 0.752
2023-08-01 02:05:35,012 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.946, mIoU: 0.752
2023-08-01 02:05:35,131 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.946, mIoU: 0.753
2023-08-01 02:05:35,248 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.946, mIoU: 0.752
2023-08-01 02:05:35,367 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.947, mIoU: 0.753
2023-08-01 02:05:35,482 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.947, mIoU: 0.753
2023-08-01 02:05:35,599 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.947, mIoU: 0.752
2023-08-01 02:05:35,717 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.947, mIoU: 0.752
2023-08-01 02:05:35,832 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.947, mIoU: 0.752
2023-08-01 02:05:35,947 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.947, mIoU: 0.752
2023-08-01 02:05:36,064 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.947, mIoU: 0.752
2023-08-01 02:05:36,185 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.947, mIoU: 0.752
2023-08-01 02:05:36,299 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.946, mIoU: 0.752
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2023-08-01 02:05:58,638 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-01 02:05:58,751 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-01 02:05:58,858 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-01 02:05:58,966 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-01 02:05:59,070 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-01 02:05:59,175 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-01 02:05:59,281 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.950, mIoU: 0.752
2023-08-01 02:05:59,390 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.950, mIoU: 0.752
2023-08-01 02:05:59,499 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.950, mIoU: 0.752
2023-08-01 02:05:59,635 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 02:05:59,778 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.950, mIoU: 0.752
2023-08-01 02:05:59,913 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 02:06:00,044 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 02:06:00,185 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 02:06:00,312 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 02:06:00,439 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 02:06:00,568 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 02:06:00,692 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 02:06:00,815 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-01 02:06:00,936 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 02:06:01,058 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-01 02:06:01,178 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 02:06:01,298 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 02:06:01,416 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 02:06:01,537 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 02:06:01,653 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 02:06:01,772 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 02:06:01,887 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 02:06:02,005 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.952, mIoU: 0.752
2023-08-01 02:06:02,123 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-01 02:06:02,238 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 02:06:02,353 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 02:06:02,469 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 02:06:02,591 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 02:06:02,708 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 02:06:02,824 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 02:06:02,939 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 02:06:03,056 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 02:06:03,168 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 02:06:03,281 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 02:06:03,394 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 02:06:03,510 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 02:06:03,633 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 02:06:03,746 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 02:06:03,862 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 02:06:03,977 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 02:06:04,092 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 02:06:04,202 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 02:06:04,315 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 02:06:04,431 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 02:06:04,544 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 02:06:04,658 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 02:06:04,771 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-01 02:06:04,883 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-01 02:06:04,995 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-01 02:06:05,103 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 02:06:05,207 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-01 02:06:05,311 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-01 02:06:05,415 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 02:06:05,523 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 02:06:05,634 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 02:06:05,740 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 02:06:05,844 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 02:06:05,950 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 02:06:06,058 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 02:06:06,170 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 02:06:06,287 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 02:06:06,403 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 02:06:06,521 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 02:06:06,639 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 02:06:06,753 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 02:06:06,862 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 02:06:06,976 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 02:06:07,093 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-01 02:06:07,207 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-01 02:06:07,322 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-01 02:06:07,433 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-01 02:06:07,544 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-01 02:06:07,654 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-01 02:06:07,760 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-01 02:06:07,866 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-01 02:06:07,974 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-01 02:06:08,079 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-01 02:06:08,184 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-01 02:06:08,285 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:08,395 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.954, mIoU: 0.755
2023-08-01 02:06:08,501 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:08,606 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:08,713 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:08,828 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:08,944 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:09,061 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:09,179 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:09,294 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:09,409 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:09,522 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:09,638 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:09,754 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:09,870 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:09,983 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:10,096 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:10,210 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:10,323 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:10,433 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:10,542 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:10,649 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:10,755 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:10,868 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:10,973 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:11,094 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:11,220 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 02:06:11,344 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 02:06:11,465 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 02:06:11,585 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 02:06:11,709 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 02:06:11,829 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 02:06:11,946 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 02:06:12,063 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 02:06:12,179 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 02:06:12,295 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 02:06:12,414 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 02:06:12,528 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 02:06:12,644 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 02:06:12,762 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 02:06:12,876 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 02:06:46,978 semantic_segmentation INFO: Iters: 116010/150000 || Lr: 0.005257 || Task Loss: 0.2192 || KD Loss: 0.0554|| 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: 4 days, 12:23:53 || Estimated Time: 1 day, 7:45:35
2023-08-01 02:07:20,649 semantic_segmentation INFO: Iters: 116020/150000 || Lr: 0.005256 || Task Loss: 0.1585 || KD Loss: 0.0297|| 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: 4 days, 12:24:27 || Estimated Time: 1 day, 7:45:01
2023-08-01 02:07:54,298 semantic_segmentation INFO: Iters: 116030/150000 || Lr: 0.005255 || Task Loss: 0.1635 || KD Loss: 0.0359|| 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: 4 days, 12:25:01 || Estimated Time: 1 day, 7:44:27
2023-08-01 02:08:27,877 semantic_segmentation INFO: Iters: 116040/150000 || Lr: 0.005253 || Task Loss: 0.1668 || KD Loss: 0.0365|| 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: 4 days, 12:25:34 || Estimated Time: 1 day, 7:43:54
2023-08-01 02:09:01,550 semantic_segmentation INFO: Iters: 116050/150000 || Lr: 0.005252 || Task Loss: 0.1936 || KD Loss: 0.0404|| 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: 4 days, 12:26:08 || Estimated Time: 1 day, 7:43:20
2023-08-01 02:09:35,226 semantic_segmentation INFO: Iters: 116060/150000 || Lr: 0.005250 || Task Loss: 0.1903 || KD Loss: 0.0420|| 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: 4 days, 12:26:42 || Estimated Time: 1 day, 7:42:46
2023-08-01 02:10:08,926 semantic_segmentation INFO: Iters: 116070/150000 || Lr: 0.005249 || Task Loss: 0.1966 || KD Loss: 0.0558|| 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: 4 days, 12:27:15 || Estimated Time: 1 day, 7:42:13
2023-08-01 02:10:42,978 semantic_segmentation INFO: Iters: 116080/150000 || Lr: 0.005248 || Task Loss: 0.1559 || KD Loss: 0.0348|| 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: 4 days, 12:27:49 || Estimated Time: 1 day, 7:41:39
2023-08-01 02:11:17,174 semantic_segmentation INFO: Iters: 116090/150000 || Lr: 0.005246 || Task Loss: 0.1262 || KD Loss: 0.0222|| 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: 4 days, 12:28:24 || Estimated Time: 1 day, 7:41:06
2023-08-01 02:11:50,913 semantic_segmentation INFO: Iters: 116100/150000 || Lr: 0.005245 || Task Loss: 0.2527 || KD Loss: 0.0512|| 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: 4 days, 12:28:57 || Estimated Time: 1 day, 7:40:32
2023-08-01 02:12:24,638 semantic_segmentation INFO: Iters: 116110/150000 || Lr: 0.005244 || Task Loss: 0.2056 || KD Loss: 0.0392|| 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: 4 days, 12:29:31 || Estimated Time: 1 day, 7:39:59
2023-08-01 02:12:58,287 semantic_segmentation INFO: Iters: 116120/150000 || Lr: 0.005242 || Task Loss: 0.1769 || KD Loss: 0.0517|| 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: 4 days, 12:30:05 || Estimated Time: 1 day, 7:39:25
2023-08-01 02:13:31,936 semantic_segmentation INFO: Iters: 116130/150000 || Lr: 0.005241 || Task Loss: 0.1674 || KD Loss: 0.0350|| 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: 4 days, 12:30:38 || Estimated Time: 1 day, 7:38:51
2023-08-01 02:14:05,705 semantic_segmentation INFO: Iters: 116140/150000 || Lr: 0.005239 || Task Loss: 0.2331 || KD Loss: 0.0494|| 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: 4 days, 12:31:12 || Estimated Time: 1 day, 7:38:18
2023-08-01 02:14:39,157 semantic_segmentation INFO: Iters: 116150/150000 || Lr: 0.005238 || Task Loss: 0.1376 || KD Loss: 0.0233|| 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: 4 days, 12:31:46 || Estimated Time: 1 day, 7:37:44
2023-08-01 02:15:12,868 semantic_segmentation INFO: Iters: 116160/150000 || Lr: 0.005237 || Task Loss: 0.2582 || KD Loss: 0.0421|| 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: 4 days, 12:32:19 || Estimated Time: 1 day, 7:37:10
2023-08-01 02:15:46,515 semantic_segmentation INFO: Iters: 116170/150000 || Lr: 0.005235 || Task Loss: 0.2356 || KD Loss: 0.0504|| 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: 4 days, 12:32:53 || Estimated Time: 1 day, 7:36:37
2023-08-01 02:16:20,164 semantic_segmentation INFO: Iters: 116180/150000 || Lr: 0.005234 || Task Loss: 0.1921 || KD Loss: 0.0329|| 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: 4 days, 12:33:27 || Estimated Time: 1 day, 7:36:03
2023-08-01 02:16:53,850 semantic_segmentation INFO: Iters: 116190/150000 || Lr: 0.005232 || Task Loss: 0.1257 || KD Loss: 0.0339|| 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: 4 days, 12:34:00 || Estimated Time: 1 day, 7:35:29
2023-08-01 02:17:27,461 semantic_segmentation INFO: Iters: 116200/150000 || Lr: 0.005231 || Task Loss: 0.2006 || KD Loss: 0.0490|| 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: 4 days, 12:34:34 || Estimated Time: 1 day, 7:34:56
2023-08-01 02:18:01,057 semantic_segmentation INFO: Iters: 116210/150000 || Lr: 0.005230 || Task Loss: 0.2180 || KD Loss: 0.0421|| 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: 4 days, 12:35:07 || Estimated Time: 1 day, 7:34:22
2023-08-01 02:18:34,930 semantic_segmentation INFO: Iters: 116220/150000 || Lr: 0.005228 || Task Loss: 0.5387 || KD Loss: 0.0384|| 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 days, 12:35:41 || Estimated Time: 1 day, 7:33:49
2023-08-01 02:19:09,042 semantic_segmentation INFO: Iters: 116230/150000 || Lr: 0.005227 || Task Loss: 0.1433 || KD Loss: 0.0470|| 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: 4 days, 12:36:15 || Estimated Time: 1 day, 7:33:15
2023-08-01 02:19:43,171 semantic_segmentation INFO: Iters: 116240/150000 || Lr: 0.005225 || Task Loss: 0.1822 || KD Loss: 0.0392|| 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 days, 12:36:50 || Estimated Time: 1 day, 7:32:42
2023-08-01 02:20:16,813 semantic_segmentation INFO: Iters: 116250/150000 || Lr: 0.005224 || Task Loss: 0.1536 || KD Loss: 0.0452|| 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: 4 days, 12:37:23 || Estimated Time: 1 day, 7:32:08
2023-08-01 02:20:50,566 semantic_segmentation INFO: Iters: 116260/150000 || Lr: 0.005223 || Task Loss: 0.1835 || KD Loss: 0.0291|| 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: 4 days, 12:37:57 || Estimated Time: 1 day, 7:31:34
2023-08-01 02:21:24,375 semantic_segmentation INFO: Iters: 116270/150000 || Lr: 0.005221 || Task Loss: 0.2078 || KD Loss: 0.0380|| 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: 4 days, 12:38:31 || Estimated Time: 1 day, 7:31:01
2023-08-01 02:21:58,019 semantic_segmentation INFO: Iters: 116280/150000 || Lr: 0.005220 || Task Loss: 0.1102 || KD Loss: 0.0293|| 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: 4 days, 12:39:04 || Estimated Time: 1 day, 7:30:27
2023-08-01 02:22:31,702 semantic_segmentation INFO: Iters: 116290/150000 || Lr: 0.005218 || Task Loss: 0.2120 || KD Loss: 0.0374|| 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: 4 days, 12:39:38 || Estimated Time: 1 day, 7:29:54
2023-08-01 02:23:05,444 semantic_segmentation INFO: Iters: 116300/150000 || Lr: 0.005217 || Task Loss: 0.1483 || KD Loss: 0.0315|| 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: 4 days, 12:40:12 || Estimated Time: 1 day, 7:29:20
2023-08-01 02:23:39,103 semantic_segmentation INFO: Iters: 116310/150000 || Lr: 0.005216 || Task Loss: 0.1596 || KD Loss: 0.0336|| 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: 4 days, 12:40:45 || Estimated Time: 1 day, 7:28:46
2023-08-01 02:24:12,789 semantic_segmentation INFO: Iters: 116320/150000 || Lr: 0.005214 || Task Loss: 0.1543 || KD Loss: 0.0359|| 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: 4 days, 12:41:19 || Estimated Time: 1 day, 7:28:13
2023-08-01 02:24:46,516 semantic_segmentation INFO: Iters: 116330/150000 || Lr: 0.005213 || Task Loss: 0.2332 || KD Loss: 0.0404|| 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: 4 days, 12:41:53 || Estimated Time: 1 day, 7:27:39
2023-08-01 02:25:20,186 semantic_segmentation INFO: Iters: 116340/150000 || Lr: 0.005211 || Task Loss: 0.1401 || KD Loss: 0.0339|| 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: 4 days, 12:42:27 || Estimated Time: 1 day, 7:27:05
2023-08-01 02:25:53,771 semantic_segmentation INFO: Iters: 116350/150000 || Lr: 0.005210 || Task Loss: 0.2706 || KD Loss: 0.0618|| 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: 4 days, 12:43:00 || Estimated Time: 1 day, 7:26:32
2023-08-01 02:26:27,728 semantic_segmentation INFO: Iters: 116360/150000 || Lr: 0.005209 || Task Loss: 0.1944 || KD Loss: 0.0412|| 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: 4 days, 12:43:34 || Estimated Time: 1 day, 7:25:58
2023-08-01 02:27:01,743 semantic_segmentation INFO: Iters: 116370/150000 || Lr: 0.005207 || Task Loss: 0.1959 || KD Loss: 0.0469|| 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: 4 days, 12:44:08 || Estimated Time: 1 day, 7:25:25
2023-08-01 02:27:35,906 semantic_segmentation INFO: Iters: 116380/150000 || Lr: 0.005206 || Task Loss: 0.2116 || KD Loss: 0.0451|| 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: 4 days, 12:44:42 || Estimated Time: 1 day, 7:24:51
2023-08-01 02:28:09,691 semantic_segmentation INFO: Iters: 116390/150000 || Lr: 0.005205 || Task Loss: 0.1709 || KD Loss: 0.0405|| 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: 4 days, 12:45:16 || Estimated Time: 1 day, 7:24:18
2023-08-01 02:28:43,316 semantic_segmentation INFO: Iters: 116400/150000 || Lr: 0.005203 || Task Loss: 0.1456 || KD Loss: 0.0311|| 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: 4 days, 12:45:50 || Estimated Time: 1 day, 7:23:44
2023-08-01 02:29:17,029 semantic_segmentation INFO: Iters: 116410/150000 || Lr: 0.005202 || Task Loss: 0.2010 || KD Loss: 0.0330|| 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: 4 days, 12:46:23 || Estimated Time: 1 day, 7:23:10
2023-08-01 02:29:50,680 semantic_segmentation INFO: Iters: 116420/150000 || Lr: 0.005200 || Task Loss: 0.1227 || KD Loss: 0.0221|| 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: 4 days, 12:46:57 || Estimated Time: 1 day, 7:22:37
2023-08-01 02:30:24,325 semantic_segmentation INFO: Iters: 116430/150000 || Lr: 0.005199 || Task Loss: 0.2176 || KD Loss: 0.0538|| 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: 4 days, 12:47:31 || Estimated Time: 1 day, 7:22:03
2023-08-01 02:30:58,034 semantic_segmentation INFO: Iters: 116440/150000 || Lr: 0.005198 || Task Loss: 0.1501 || KD Loss: 0.0568|| 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: 4 days, 12:48:04 || Estimated Time: 1 day, 7:21:29
2023-08-01 02:31:31,790 semantic_segmentation INFO: Iters: 116450/150000 || Lr: 0.005196 || Task Loss: 0.2088 || KD Loss: 0.0428|| 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 days, 12:48:38 || Estimated Time: 1 day, 7:20:56
2023-08-01 02:32:05,439 semantic_segmentation INFO: Iters: 116460/150000 || Lr: 0.005195 || Task Loss: 0.2599 || KD Loss: 0.1127|| 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: 4 days, 12:49:12 || Estimated Time: 1 day, 7:20:22
2023-08-01 02:32:39,095 semantic_segmentation INFO: Iters: 116470/150000 || Lr: 0.005193 || Task Loss: 0.2124 || KD Loss: 0.1751|| 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: 4 days, 12:49:45 || Estimated Time: 1 day, 7:19:49
2023-08-01 02:33:12,820 semantic_segmentation INFO: Iters: 116480/150000 || Lr: 0.005192 || Task Loss: 0.1223 || KD Loss: 0.0334|| 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: 4 days, 12:50:19 || Estimated Time: 1 day, 7:19:15
2023-08-01 02:33:46,439 semantic_segmentation INFO: Iters: 116490/150000 || Lr: 0.005191 || Task Loss: 0.1767 || KD Loss: 0.0387|| 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: 4 days, 12:50:53 || Estimated Time: 1 day, 7:18:41
2023-08-01 02:34:20,159 semantic_segmentation INFO: Iters: 116500/150000 || Lr: 0.005189 || Task Loss: 0.2220 || KD Loss: 0.0412|| 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: 4 days, 12:51:27 || Estimated Time: 1 day, 7:18:08
2023-08-01 02:34:53,979 semantic_segmentation INFO: Iters: 116510/150000 || Lr: 0.005188 || Task Loss: 0.1589 || KD Loss: 0.0390|| 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: 4 days, 12:52:00 || Estimated Time: 1 day, 7:17:34
2023-08-01 02:35:28,177 semantic_segmentation INFO: Iters: 116520/150000 || Lr: 0.005186 || Task Loss: 0.1776 || KD Loss: 0.0326|| 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: 4 days, 12:52:35 || Estimated Time: 1 day, 7:17:01
2023-08-01 02:36:02,254 semantic_segmentation INFO: Iters: 116530/150000 || Lr: 0.005185 || Task Loss: 0.1834 || KD Loss: 0.0313|| 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: 4 days, 12:53:09 || Estimated Time: 1 day, 7:16:27
2023-08-01 02:36:35,933 semantic_segmentation INFO: Iters: 116540/150000 || Lr: 0.005184 || Task Loss: 0.1609 || KD Loss: 0.0392|| 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: 4 days, 12:53:42 || Estimated Time: 1 day, 7:15:53
2023-08-01 02:37:09,612 semantic_segmentation INFO: Iters: 116550/150000 || Lr: 0.005182 || Task Loss: 0.1782 || KD Loss: 0.0359|| 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: 4 days, 12:54:16 || Estimated Time: 1 day, 7:15:20
2023-08-01 02:37:43,246 semantic_segmentation INFO: Iters: 116560/150000 || Lr: 0.005181 || Task Loss: 0.1372 || KD Loss: 0.0296|| 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: 4 days, 12:54:50 || Estimated Time: 1 day, 7:14:46
2023-08-01 02:38:16,915 semantic_segmentation INFO: Iters: 116570/150000 || Lr: 0.005179 || Task Loss: 0.1619 || KD Loss: 0.0323|| 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: 4 days, 12:55:23 || Estimated Time: 1 day, 7:14:13
2023-08-01 02:38:50,735 semantic_segmentation INFO: Iters: 116580/150000 || Lr: 0.005178 || Task Loss: 0.2341 || KD Loss: 0.0299|| 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: 4 days, 12:55:57 || Estimated Time: 1 day, 7:13:39
2023-08-01 02:39:24,442 semantic_segmentation INFO: Iters: 116590/150000 || Lr: 0.005177 || Task Loss: 0.1929 || KD Loss: 0.0437|| 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: 4 days, 12:56:31 || Estimated Time: 1 day, 7:13:05
2023-08-01 02:39:58,133 semantic_segmentation INFO: Iters: 116600/150000 || Lr: 0.005175 || Task Loss: 0.1626 || KD Loss: 0.0305|| 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: 4 days, 12:57:04 || Estimated Time: 1 day, 7:12:32
2023-08-01 02:40:31,850 semantic_segmentation INFO: Iters: 116610/150000 || Lr: 0.005174 || Task Loss: 0.1828 || KD Loss: 0.0644|| 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: 4 days, 12:57:38 || Estimated Time: 1 day, 7:11:58
2023-08-01 02:41:05,618 semantic_segmentation INFO: Iters: 116620/150000 || Lr: 0.005172 || Task Loss: 0.1524 || KD Loss: 0.0265|| 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: 4 days, 12:58:12 || Estimated Time: 1 day, 7:11:25
2023-08-01 02:41:39,300 semantic_segmentation INFO: Iters: 116630/150000 || Lr: 0.005171 || Task Loss: 0.1924 || KD Loss: 0.0404|| 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: 4 days, 12:58:46 || Estimated Time: 1 day, 7:10:51
2023-08-01 02:42:12,956 semantic_segmentation INFO: Iters: 116640/150000 || Lr: 0.005170 || Task Loss: 0.1836 || KD Loss: 0.0325|| 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: 4 days, 12:59:19 || Estimated Time: 1 day, 7:10:17
2023-08-01 02:42:46,634 semantic_segmentation INFO: Iters: 116650/150000 || Lr: 0.005168 || Task Loss: 0.1377 || KD Loss: 0.0358|| 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: 4 days, 12:59:53 || Estimated Time: 1 day, 7:09:44
2023-08-01 02:43:20,747 semantic_segmentation INFO: Iters: 116660/150000 || Lr: 0.005167 || Task Loss: 0.1814 || KD Loss: 0.0307|| 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: 4 days, 13:00:27 || Estimated Time: 1 day, 7:09:10
2023-08-01 02:43:54,996 semantic_segmentation INFO: Iters: 116670/150000 || Lr: 0.005165 || Task Loss: 0.1500 || KD Loss: 0.0211|| 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: 4 days, 13:01:01 || Estimated Time: 1 day, 7:08:37
2023-08-01 02:44:28,833 semantic_segmentation INFO: Iters: 116680/150000 || Lr: 0.005164 || Task Loss: 0.1644 || KD Loss: 0.0335|| 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: 4 days, 13:01:35 || Estimated Time: 1 day, 7:08:03
2023-08-01 02:45:02,479 semantic_segmentation INFO: Iters: 116690/150000 || Lr: 0.005163 || Task Loss: 0.1573 || KD Loss: 0.0379|| 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: 4 days, 13:02:09 || Estimated Time: 1 day, 7:07:30
2023-08-01 02:45:36,236 semantic_segmentation INFO: Iters: 116700/150000 || Lr: 0.005161 || Task Loss: 0.1765 || KD Loss: 0.0282|| 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: 4 days, 13:02:43 || Estimated Time: 1 day, 7:06:56
2023-08-01 02:46:10,007 semantic_segmentation INFO: Iters: 116710/150000 || Lr: 0.005160 || Task Loss: 0.1663 || KD Loss: 0.0407|| 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: 4 days, 13:03:16 || Estimated Time: 1 day, 7:06:22
2023-08-01 02:46:43,748 semantic_segmentation INFO: Iters: 116720/150000 || Lr: 0.005159 || Task Loss: 0.1313 || KD Loss: 0.0432|| 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: 4 days, 13:03:50 || Estimated Time: 1 day, 7:05:49
2023-08-01 02:47:17,380 semantic_segmentation INFO: Iters: 116730/150000 || Lr: 0.005157 || Task Loss: 0.1546 || KD Loss: 0.0317|| 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: 4 days, 13:04:24 || Estimated Time: 1 day, 7:05:15
2023-08-01 02:47:51,014 semantic_segmentation INFO: Iters: 116740/150000 || Lr: 0.005156 || Task Loss: 0.1416 || KD Loss: 0.0294|| 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: 4 days, 13:04:57 || Estimated Time: 1 day, 7:04:41
2023-08-01 02:48:24,700 semantic_segmentation INFO: Iters: 116750/150000 || Lr: 0.005154 || Task Loss: 0.1618 || KD Loss: 0.0460|| 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: 4 days, 13:05:31 || Estimated Time: 1 day, 7:04:08
2023-08-01 02:48:58,533 semantic_segmentation INFO: Iters: 116760/150000 || Lr: 0.005153 || Task Loss: 0.2023 || KD Loss: 0.0332|| 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: 4 days, 13:06:05 || Estimated Time: 1 day, 7:03:34
2023-08-01 02:49:32,125 semantic_segmentation INFO: Iters: 116770/150000 || Lr: 0.005152 || Task Loss: 0.1981 || KD Loss: 0.0592|| 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: 4 days, 13:06:38 || Estimated Time: 1 day, 7:03:01
2023-08-01 02:50:05,771 semantic_segmentation INFO: Iters: 116780/150000 || Lr: 0.005150 || Task Loss: 0.1392 || KD Loss: 0.0297|| 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: 4 days, 13:07:12 || Estimated Time: 1 day, 7:02:27
2023-08-01 02:50:39,424 semantic_segmentation INFO: Iters: 116790/150000 || Lr: 0.005149 || Task Loss: 0.1520 || KD Loss: 0.0588|| 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: 4 days, 13:07:46 || Estimated Time: 1 day, 7:01:53
2023-08-01 02:51:13,299 semantic_segmentation INFO: Iters: 116800/150000 || Lr: 0.005147 || Task Loss: 0.1783 || KD Loss: 0.0344|| 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: 4 days, 13:08:20 || Estimated Time: 1 day, 7:01:20
2023-08-01 02:51:13,366 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-01 02:51:14,210 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.418
2023-08-01 02:51:14,338 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.525
2023-08-01 02:51:14,469 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.530
2023-08-01 02:51:14,594 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.553
2023-08-01 02:51:14,702 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.544
2023-08-01 02:51:14,814 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.547
2023-08-01 02:51:14,922 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.584
2023-08-01 02:51:15,025 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.974, mIoU: 0.631
2023-08-01 02:51:15,134 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.672
2023-08-01 02:51:15,243 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.721
2023-08-01 02:51:15,361 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.970, mIoU: 0.729
2023-08-01 02:51:15,472 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.761
2023-08-01 02:51:15,584 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.764
2023-08-01 02:51:15,701 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.751
2023-08-01 02:51:15,814 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.749
2023-08-01 02:51:15,930 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.738
2023-08-01 02:51:16,040 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.739
2023-08-01 02:51:16,156 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.742
2023-08-01 02:51:16,270 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.749
2023-08-01 02:51:16,390 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.756
2023-08-01 02:51:16,504 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.755
2023-08-01 02:51:16,612 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-01 02:51:16,732 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.744
2023-08-01 02:51:16,847 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-01 02:51:16,972 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.763
2023-08-01 02:51:17,083 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.764
2023-08-01 02:51:17,194 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.950, mIoU: 0.748
2023-08-01 02:51:17,308 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.742
2023-08-01 02:51:17,425 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.746
2023-08-01 02:51:17,543 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.746
2023-08-01 02:51:17,656 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.949, mIoU: 0.745
2023-08-01 02:51:17,776 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.742
2023-08-01 02:51:17,885 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.743
2023-08-01 02:51:17,997 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.742
2023-08-01 02:51:18,108 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.744
2023-08-01 02:51:18,222 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.743
2023-08-01 02:51:18,339 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.740
2023-08-01 02:51:18,450 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.739
2023-08-01 02:51:18,566 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.731
2023-08-01 02:51:18,674 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.949, mIoU: 0.733
2023-08-01 02:51:18,788 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.949, mIoU: 0.734
2023-08-01 02:51:18,901 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.734
2023-08-01 02:51:19,012 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.950, mIoU: 0.735
2023-08-01 02:51:19,125 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-01 02:51:19,233 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.951, mIoU: 0.736
2023-08-01 02:51:19,348 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.951, mIoU: 0.736
2023-08-01 02:51:19,460 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.736
2023-08-01 02:51:19,573 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.952, mIoU: 0.735
2023-08-01 02:51:19,685 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-01 02:51:19,794 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.952, mIoU: 0.739
2023-08-01 02:51:19,906 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.952, mIoU: 0.739
2023-08-01 02:51:20,016 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-01 02:51:20,129 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-01 02:51:20,232 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.745
2023-08-01 02:51:20,337 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.950, mIoU: 0.744
2023-08-01 02:51:20,443 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-01 02:51:20,547 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.950, mIoU: 0.743
2023-08-01 02:51:20,657 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.951, mIoU: 0.749
2023-08-01 02:51:20,766 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 02:51:20,877 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-01 02:51:20,997 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.950, mIoU: 0.752
2023-08-01 02:51:21,113 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.950, mIoU: 0.754
2023-08-01 02:51:21,236 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.950, mIoU: 0.753
2023-08-01 02:51:21,351 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.950, mIoU: 0.753
2023-08-01 02:51:21,471 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.950, mIoU: 0.755
2023-08-01 02:51:21,583 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.950, mIoU: 0.756
2023-08-01 02:51:21,690 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-01 02:51:21,803 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.949, mIoU: 0.756
2023-08-01 02:51:21,919 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-01 02:51:22,036 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.949, mIoU: 0.754
2023-08-01 02:51:22,146 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-01 02:51:22,262 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.950, mIoU: 0.752
2023-08-01 02:51:22,371 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-01 02:51:22,477 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-01 02:51:22,584 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.949, mIoU: 0.751
2023-08-01 02:51:22,688 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.949, mIoU: 0.751
2023-08-01 02:51:22,798 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-01 02:51:22,901 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-01 02:51:23,004 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-01 02:51:23,116 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.950, mIoU: 0.752
2023-08-01 02:51:23,227 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.950, mIoU: 0.753
2023-08-01 02:51:23,351 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.950, mIoU: 0.753
2023-08-01 02:51:23,465 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.950, mIoU: 0.753
2023-08-01 02:51:23,580 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.949, mIoU: 0.751
2023-08-01 02:51:23,702 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.947, mIoU: 0.746
2023-08-01 02:51:23,818 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.947, mIoU: 0.747
2023-08-01 02:51:23,938 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.947, mIoU: 0.747
2023-08-01 02:51:24,053 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.947, mIoU: 0.746
2023-08-01 02:51:24,169 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.947, mIoU: 0.746
2023-08-01 02:51:24,283 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.947, mIoU: 0.746
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2023-08-01 02:51:25,097 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.948, mIoU: 0.759
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2023-08-01 02:52:10,108 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 02:52:10,224 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 02:52:10,340 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 02:52:10,457 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 02:52:10,577 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 02:52:10,690 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 02:52:10,810 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 02:52:10,924 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 02:52:11,038 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 02:52:11,152 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 02:52:11,265 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 02:52:11,382 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 02:52:45,478 semantic_segmentation INFO: Iters: 116810/150000 || Lr: 0.005146 || Task Loss: 0.1998 || KD Loss: 0.0440|| 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: 4 days, 13:09:52 || Estimated Time: 1 day, 7:01:03
2023-08-01 02:53:19,164 semantic_segmentation INFO: Iters: 116820/150000 || Lr: 0.005145 || Task Loss: 0.1903 || KD Loss: 0.0301|| 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: 4 days, 13:10:26 || Estimated Time: 1 day, 7:00:29
2023-08-01 02:53:52,858 semantic_segmentation INFO: Iters: 116830/150000 || Lr: 0.005143 || Task Loss: 0.1546 || KD Loss: 0.0362|| 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: 4 days, 13:10:59 || Estimated Time: 1 day, 6:59:55
2023-08-01 02:54:26,684 semantic_segmentation INFO: Iters: 116840/150000 || Lr: 0.005142 || Task Loss: 0.2541 || KD Loss: 0.0493|| 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: 4 days, 13:11:33 || Estimated Time: 1 day, 6:59:22
2023-08-01 02:55:00,305 semantic_segmentation INFO: Iters: 116850/150000 || Lr: 0.005140 || Task Loss: 0.2512 || KD Loss: 0.0517|| 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: 4 days, 13:12:07 || Estimated Time: 1 day, 6:58:48
2023-08-01 02:55:33,875 semantic_segmentation INFO: Iters: 116860/150000 || Lr: 0.005139 || Task Loss: 0.1536 || KD Loss: 0.0299|| 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: 4 days, 13:12:40 || Estimated Time: 1 day, 6:58:15
2023-08-01 02:56:07,610 semantic_segmentation INFO: Iters: 116870/150000 || Lr: 0.005138 || Task Loss: 0.2185 || KD Loss: 0.0358|| 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: 4 days, 13:13:14 || Estimated Time: 1 day, 6:57:41
2023-08-01 02:56:41,265 semantic_segmentation INFO: Iters: 116880/150000 || Lr: 0.005136 || Task Loss: 0.2009 || KD Loss: 0.0557|| 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: 4 days, 13:13:48 || Estimated Time: 1 day, 6:57:07
2023-08-01 02:57:14,995 semantic_segmentation INFO: Iters: 116890/150000 || Lr: 0.005135 || Task Loss: 0.1835 || KD Loss: 0.0300|| 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: 4 days, 13:14:21 || Estimated Time: 1 day, 6:56:34
2023-08-01 02:57:48,676 semantic_segmentation INFO: Iters: 116900/150000 || Lr: 0.005133 || Task Loss: 0.1540 || KD Loss: 0.0486|| 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: 4 days, 13:14:55 || Estimated Time: 1 day, 6:56:00
2023-08-01 02:58:22,350 semantic_segmentation INFO: Iters: 116910/150000 || Lr: 0.005132 || Task Loss: 0.1971 || KD Loss: 0.0593|| 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: 4 days, 13:15:29 || Estimated Time: 1 day, 6:55:26
2023-08-01 02:58:56,048 semantic_segmentation INFO: Iters: 116920/150000 || Lr: 0.005131 || Task Loss: 0.1584 || KD Loss: 0.0375|| 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: 4 days, 13:16:02 || Estimated Time: 1 day, 6:54:53
2023-08-01 02:59:30,011 semantic_segmentation INFO: Iters: 116930/150000 || Lr: 0.005129 || Task Loss: 0.1222 || KD Loss: 0.0239|| 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: 4 days, 13:16:36 || Estimated Time: 1 day, 6:54:19
2023-08-01 03:00:04,107 semantic_segmentation INFO: Iters: 116940/150000 || Lr: 0.005128 || Task Loss: 0.1583 || KD Loss: 0.0348|| 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: 4 days, 13:17:10 || Estimated Time: 1 day, 6:53:46
2023-08-01 03:00:38,144 semantic_segmentation INFO: Iters: 116950/150000 || Lr: 0.005126 || Task Loss: 0.2514 || KD Loss: 0.0347|| 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: 4 days, 13:17:44 || Estimated Time: 1 day, 6:53:12
2023-08-01 03:01:11,816 semantic_segmentation INFO: Iters: 116960/150000 || Lr: 0.005125 || Task Loss: 0.1901 || KD Loss: 0.0295|| 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: 4 days, 13:18:18 || Estimated Time: 1 day, 6:52:39
2023-08-01 03:01:45,415 semantic_segmentation INFO: Iters: 116970/150000 || Lr: 0.005124 || Task Loss: 0.1989 || KD Loss: 0.0547|| 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: 4 days, 13:18:52 || Estimated Time: 1 day, 6:52:05
2023-08-01 03:02:19,212 semantic_segmentation INFO: Iters: 116980/150000 || Lr: 0.005122 || Task Loss: 0.1718 || KD Loss: 0.0333|| 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: 4 days, 13:19:26 || Estimated Time: 1 day, 6:51:31
2023-08-01 03:02:52,948 semantic_segmentation INFO: Iters: 116990/150000 || Lr: 0.005121 || Task Loss: 0.2043 || KD Loss: 0.0341|| 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: 4 days, 13:19:59 || Estimated Time: 1 day, 6:50:58
2023-08-01 03:03:26,714 semantic_segmentation INFO: Iters: 117000/150000 || Lr: 0.005119 || Task Loss: 0.2596 || KD Loss: 0.0558|| 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: 4 days, 13:20:33 || Estimated Time: 1 day, 6:50:24
2023-08-01 03:04:00,462 semantic_segmentation INFO: Iters: 117010/150000 || Lr: 0.005118 || Task Loss: 0.1364 || KD Loss: 0.0292|| 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: 4 days, 13:21:07 || Estimated Time: 1 day, 6:49:50
2023-08-01 03:04:34,073 semantic_segmentation INFO: Iters: 117020/150000 || Lr: 0.005117 || Task Loss: 0.1976 || KD Loss: 0.0417|| 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: 4 days, 13:21:40 || Estimated Time: 1 day, 6:49:17
2023-08-01 03:05:07,774 semantic_segmentation INFO: Iters: 117030/150000 || Lr: 0.005115 || Task Loss: 0.2606 || KD Loss: 0.0520|| 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: 4 days, 13:22:14 || Estimated Time: 1 day, 6:48:43
2023-08-01 03:05:41,492 semantic_segmentation INFO: Iters: 117040/150000 || Lr: 0.005114 || Task Loss: 0.2418 || KD Loss: 0.0526|| 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: 4 days, 13:22:48 || Estimated Time: 1 day, 6:48:10
2023-08-01 03:06:15,122 semantic_segmentation INFO: Iters: 117050/150000 || Lr: 0.005112 || Task Loss: 0.1858 || KD Loss: 0.0330|| 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 days, 13:23:21 || Estimated Time: 1 day, 6:47:36
2023-08-01 03:06:48,794 semantic_segmentation INFO: Iters: 117060/150000 || Lr: 0.005111 || Task Loss: 0.1291 || KD Loss: 0.0287|| 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: 4 days, 13:23:55 || Estimated Time: 1 day, 6:47:02
2023-08-01 03:07:22,398 semantic_segmentation INFO: Iters: 117070/150000 || Lr: 0.005110 || Task Loss: 0.1237 || KD Loss: 0.0318|| 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: 4 days, 13:24:29 || Estimated Time: 1 day, 6:46:29
2023-08-01 03:07:56,878 semantic_segmentation INFO: Iters: 117080/150000 || Lr: 0.005108 || Task Loss: 0.2329 || KD Loss: 0.0469|| 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: 4 days, 13:25:03 || Estimated Time: 1 day, 6:45:55
2023-08-01 03:08:31,063 semantic_segmentation INFO: Iters: 117090/150000 || Lr: 0.005107 || Task Loss: 0.1938 || KD Loss: 0.0419|| 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: 4 days, 13:25:37 || Estimated Time: 1 day, 6:45:22
2023-08-01 03:09:04,780 semantic_segmentation INFO: Iters: 117100/150000 || Lr: 0.005105 || Task Loss: 0.1408 || KD Loss: 0.0338|| 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: 4 days, 13:26:11 || Estimated Time: 1 day, 6:44:48
2023-08-01 03:09:38,471 semantic_segmentation INFO: Iters: 117110/150000 || Lr: 0.005104 || Task Loss: 0.1725 || KD Loss: 0.0316|| 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: 4 days, 13:26:45 || Estimated Time: 1 day, 6:44:14
2023-08-01 03:10:12,234 semantic_segmentation INFO: Iters: 117120/150000 || Lr: 0.005103 || Task Loss: 0.1750 || KD Loss: 0.0344|| 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: 4 days, 13:27:19 || Estimated Time: 1 day, 6:43:41
2023-08-01 03:10:46,032 semantic_segmentation INFO: Iters: 117130/150000 || Lr: 0.005101 || Task Loss: 0.1690 || KD Loss: 0.0253|| 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: 4 days, 13:27:52 || Estimated Time: 1 day, 6:43:07
2023-08-01 03:11:19,701 semantic_segmentation INFO: Iters: 117140/150000 || Lr: 0.005100 || Task Loss: 0.1586 || KD Loss: 0.0341|| 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: 4 days, 13:28:26 || Estimated Time: 1 day, 6:42:34
2023-08-01 03:11:53,383 semantic_segmentation INFO: Iters: 117150/150000 || Lr: 0.005098 || Task Loss: 0.1306 || KD Loss: 0.0313|| 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: 4 days, 13:29:00 || Estimated Time: 1 day, 6:42:00
2023-08-01 03:12:27,054 semantic_segmentation INFO: Iters: 117160/150000 || Lr: 0.005097 || Task Loss: 0.2098 || KD Loss: 0.0396|| 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: 4 days, 13:29:33 || Estimated Time: 1 day, 6:41:26
2023-08-01 03:13:00,763 semantic_segmentation INFO: Iters: 117170/150000 || Lr: 0.005096 || Task Loss: 0.1988 || KD Loss: 0.0353|| 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: 4 days, 13:30:07 || Estimated Time: 1 day, 6:40:53
2023-08-01 03:13:34,348 semantic_segmentation INFO: Iters: 117180/150000 || Lr: 0.005094 || Task Loss: 0.1592 || KD Loss: 0.0283|| 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: 4 days, 13:30:41 || Estimated Time: 1 day, 6:40:19
2023-08-01 03:14:08,012 semantic_segmentation INFO: Iters: 117190/150000 || Lr: 0.005093 || Task Loss: 0.1354 || KD Loss: 0.0383|| 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: 4 days, 13:31:14 || Estimated Time: 1 day, 6:39:45
2023-08-01 03:14:41,736 semantic_segmentation INFO: Iters: 117200/150000 || Lr: 0.005092 || Task Loss: 0.1601 || KD Loss: 0.0292|| 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: 4 days, 13:31:48 || Estimated Time: 1 day, 6:39:12
2023-08-01 03:15:15,513 semantic_segmentation INFO: Iters: 117210/150000 || Lr: 0.005090 || Task Loss: 0.1292 || KD Loss: 0.0427|| 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: 4 days, 13:32:22 || Estimated Time: 1 day, 6:38:38
2023-08-01 03:15:49,391 semantic_segmentation INFO: Iters: 117220/150000 || Lr: 0.005089 || Task Loss: 0.1787 || KD Loss: 0.0329|| 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: 4 days, 13:32:56 || Estimated Time: 1 day, 6:38:05
2023-08-01 03:16:23,630 semantic_segmentation INFO: Iters: 117230/150000 || Lr: 0.005087 || Task Loss: 0.2169 || KD Loss: 0.0466|| 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: 4 days, 13:33:30 || Estimated Time: 1 day, 6:37:31
2023-08-01 03:16:57,621 semantic_segmentation INFO: Iters: 117240/150000 || Lr: 0.005086 || Task Loss: 0.1832 || KD Loss: 0.0352|| 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: 4 days, 13:34:04 || Estimated Time: 1 day, 6:36:58
2023-08-01 03:17:31,339 semantic_segmentation INFO: Iters: 117250/150000 || Lr: 0.005085 || Task Loss: 0.1589 || KD Loss: 0.0323|| 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: 4 days, 13:34:38 || Estimated Time: 1 day, 6:36:24
2023-08-01 03:18:05,096 semantic_segmentation INFO: Iters: 117260/150000 || Lr: 0.005083 || Task Loss: 0.1659 || KD Loss: 0.0340|| 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: 4 days, 13:35:11 || Estimated Time: 1 day, 6:35:50
2023-08-01 03:18:38,869 semantic_segmentation INFO: Iters: 117270/150000 || Lr: 0.005082 || Task Loss: 0.1508 || KD Loss: 0.0316|| 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: 4 days, 13:35:45 || Estimated Time: 1 day, 6:35:17
2023-08-01 03:19:12,633 semantic_segmentation INFO: Iters: 117280/150000 || Lr: 0.005080 || Task Loss: 0.2660 || KD Loss: 0.0387|| 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 days, 13:36:19 || Estimated Time: 1 day, 6:34:43
2023-08-01 03:19:46,317 semantic_segmentation INFO: Iters: 117290/150000 || Lr: 0.005079 || Task Loss: 0.1622 || KD Loss: 0.0402|| 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: 4 days, 13:36:53 || Estimated Time: 1 day, 6:34:09
2023-08-01 03:20:20,076 semantic_segmentation INFO: Iters: 117300/150000 || Lr: 0.005078 || Task Loss: 0.0985 || KD Loss: 0.0260|| 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: 4 days, 13:37:26 || Estimated Time: 1 day, 6:33:36
2023-08-01 03:20:53,800 semantic_segmentation INFO: Iters: 117310/150000 || Lr: 0.005076 || Task Loss: 0.1024 || KD Loss: 0.0254|| 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: 4 days, 13:38:00 || Estimated Time: 1 day, 6:33:02
2023-08-01 03:21:27,474 semantic_segmentation INFO: Iters: 117320/150000 || Lr: 0.005075 || Task Loss: 0.1365 || KD Loss: 0.0403|| 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: 4 days, 13:38:34 || Estimated Time: 1 day, 6:32:29
2023-08-01 03:22:01,241 semantic_segmentation INFO: Iters: 117330/150000 || Lr: 0.005073 || Task Loss: 0.1695 || KD Loss: 0.0323|| 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: 4 days, 13:39:08 || Estimated Time: 1 day, 6:31:55
2023-08-01 03:22:35,034 semantic_segmentation INFO: Iters: 117340/150000 || Lr: 0.005072 || Task Loss: 0.1518 || KD Loss: 0.0289|| 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: 4 days, 13:39:41 || Estimated Time: 1 day, 6:31:21
2023-08-01 03:23:08,885 semantic_segmentation INFO: Iters: 117350/150000 || Lr: 0.005071 || Task Loss: 0.1987 || KD Loss: 0.0307|| 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: 4 days, 13:40:15 || Estimated Time: 1 day, 6:30:48
2023-08-01 03:23:42,560 semantic_segmentation INFO: Iters: 117360/150000 || Lr: 0.005069 || Task Loss: 0.1381 || KD Loss: 0.0347|| 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: 4 days, 13:40:49 || Estimated Time: 1 day, 6:30:14
2023-08-01 03:24:16,765 semantic_segmentation INFO: Iters: 117370/150000 || Lr: 0.005068 || Task Loss: 0.1361 || KD Loss: 0.0457|| 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: 4 days, 13:41:23 || Estimated Time: 1 day, 6:29:41
2023-08-01 03:24:50,931 semantic_segmentation INFO: Iters: 117380/150000 || Lr: 0.005066 || Task Loss: 0.1341 || KD Loss: 0.0276|| 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: 4 days, 13:41:57 || Estimated Time: 1 day, 6:29:07
2023-08-01 03:25:24,698 semantic_segmentation INFO: Iters: 117390/150000 || Lr: 0.005065 || Task Loss: 0.1103 || KD Loss: 0.0266|| 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 days, 13:42:31 || Estimated Time: 1 day, 6:28:34
2023-08-01 03:25:58,395 semantic_segmentation INFO: Iters: 117400/150000 || Lr: 0.005064 || Task Loss: 0.1461 || KD Loss: 0.0352|| 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: 4 days, 13:43:05 || Estimated Time: 1 day, 6:28:00
2023-08-01 03:26:32,195 semantic_segmentation INFO: Iters: 117410/150000 || Lr: 0.005062 || Task Loss: 0.1885 || KD Loss: 0.0346|| 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: 4 days, 13:43:39 || Estimated Time: 1 day, 6:27:26
2023-08-01 03:27:05,959 semantic_segmentation INFO: Iters: 117420/150000 || Lr: 0.005061 || Task Loss: 0.1206 || KD Loss: 0.0261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4 days, 13:44:12 || Estimated Time: 1 day, 6:26:53
2023-08-01 03:27:39,668 semantic_segmentation INFO: Iters: 117430/150000 || Lr: 0.005059 || Task Loss: 0.1163 || KD Loss: 0.0273|| 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: 4 days, 13:44:46 || Estimated Time: 1 day, 6:26:19
2023-08-01 03:28:13,345 semantic_segmentation INFO: Iters: 117440/150000 || Lr: 0.005058 || Task Loss: 0.1406 || KD Loss: 0.0401|| 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: 4 days, 13:45:20 || Estimated Time: 1 day, 6:25:45
2023-08-01 03:28:47,065 semantic_segmentation INFO: Iters: 117450/150000 || Lr: 0.005057 || Task Loss: 0.1465 || KD Loss: 0.0373|| 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: 4 days, 13:45:53 || Estimated Time: 1 day, 6:25:12
2023-08-01 03:29:20,793 semantic_segmentation INFO: Iters: 117460/150000 || Lr: 0.005055 || Task Loss: 0.1139 || KD Loss: 0.0327|| 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: 4 days, 13:46:27 || Estimated Time: 1 day, 6:24:38
2023-08-01 03:29:54,537 semantic_segmentation INFO: Iters: 117470/150000 || Lr: 0.005054 || Task Loss: 0.1651 || KD Loss: 0.0355|| 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: 4 days, 13:47:01 || Estimated Time: 1 day, 6:24:05
2023-08-01 03:30:28,214 semantic_segmentation INFO: Iters: 117480/150000 || Lr: 0.005052 || Task Loss: 0.1969 || KD Loss: 0.0420|| 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: 4 days, 13:47:35 || Estimated Time: 1 day, 6:23:31
2023-08-01 03:31:01,879 semantic_segmentation INFO: Iters: 117490/150000 || Lr: 0.005051 || Task Loss: 0.1616 || KD Loss: 0.0311|| 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: 4 days, 13:48:08 || Estimated Time: 1 day, 6:22:57
2023-08-01 03:31:35,690 semantic_segmentation INFO: Iters: 117500/150000 || Lr: 0.005050 || Task Loss: 0.1615 || KD Loss: 0.0315|| 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: 4 days, 13:48:42 || Estimated Time: 1 day, 6:22:24
2023-08-01 03:32:09,505 semantic_segmentation INFO: Iters: 117510/150000 || Lr: 0.005048 || Task Loss: 0.2439 || KD Loss: 0.0560|| 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: 4 days, 13:49:16 || Estimated Time: 1 day, 6:21:50
2023-08-01 03:32:43,747 semantic_segmentation INFO: Iters: 117520/150000 || Lr: 0.005047 || Task Loss: 0.1922 || KD Loss: 0.0431|| 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: 4 days, 13:49:50 || Estimated Time: 1 day, 6:21:17
2023-08-01 03:33:17,794 semantic_segmentation INFO: Iters: 117530/150000 || Lr: 0.005045 || Task Loss: 0.1760 || KD Loss: 0.0523|| 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: 4 days, 13:50:24 || Estimated Time: 1 day, 6:20:43
2023-08-01 03:33:51,510 semantic_segmentation INFO: Iters: 117540/150000 || Lr: 0.005044 || Task Loss: 0.1744 || KD Loss: 0.0296|| 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: 4 days, 13:50:58 || Estimated Time: 1 day, 6:20:09
2023-08-01 03:34:25,239 semantic_segmentation INFO: Iters: 117550/150000 || Lr: 0.005043 || Task Loss: 0.1495 || KD Loss: 0.0345|| 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: 4 days, 13:51:32 || Estimated Time: 1 day, 6:19:36
2023-08-01 03:34:58,933 semantic_segmentation INFO: Iters: 117560/150000 || Lr: 0.005041 || Task Loss: 0.1659 || KD Loss: 0.0330|| 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: 4 days, 13:52:05 || Estimated Time: 1 day, 6:19:02
2023-08-01 03:35:32,637 semantic_segmentation INFO: Iters: 117570/150000 || Lr: 0.005040 || Task Loss: 0.1617 || KD Loss: 0.0666|| 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: 4 days, 13:52:39 || Estimated Time: 1 day, 6:18:29
2023-08-01 03:36:06,345 semantic_segmentation INFO: Iters: 117580/150000 || Lr: 0.005038 || Task Loss: 0.1371 || KD Loss: 0.0277|| 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: 4 days, 13:53:13 || Estimated Time: 1 day, 6:17:55
2023-08-01 03:36:40,072 semantic_segmentation INFO: Iters: 117590/150000 || Lr: 0.005037 || Task Loss: 0.1109 || KD Loss: 0.0379|| 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: 4 days, 13:53:46 || Estimated Time: 1 day, 6:17:21
2023-08-01 03:37:13,773 semantic_segmentation INFO: Iters: 117600/150000 || Lr: 0.005036 || Task Loss: 0.1131 || KD Loss: 0.0298|| 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: 4 days, 13:54:20 || Estimated Time: 1 day, 6:16:48
2023-08-01 03:37:13,833 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-01 03:37:14,740 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.412
2023-08-01 03:37:14,849 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.513
2023-08-01 03:37:14,955 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.523
2023-08-01 03:37:15,062 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.974, mIoU: 0.549
2023-08-01 03:37:15,168 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.553
2023-08-01 03:37:15,277 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.556
2023-08-01 03:37:15,381 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.597
2023-08-01 03:37:15,487 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.974, mIoU: 0.640
2023-08-01 03:37:15,594 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.686
2023-08-01 03:37:15,700 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.735
2023-08-01 03:37:15,806 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.970, mIoU: 0.742
2023-08-01 03:37:15,921 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.768
2023-08-01 03:37:16,038 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.767
2023-08-01 03:37:16,155 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.965, mIoU: 0.756
2023-08-01 03:37:16,275 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.754
2023-08-01 03:37:16,391 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.741
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2023-08-01 03:37:16,629 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.742
2023-08-01 03:37:16,747 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.749
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2023-08-01 03:37:16,981 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.755
2023-08-01 03:37:17,094 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.950, mIoU: 0.703
2023-08-01 03:37:17,207 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.950, mIoU: 0.705
2023-08-01 03:37:17,325 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.950, mIoU: 0.714
2023-08-01 03:37:17,439 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.949, mIoU: 0.727
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2023-08-01 03:37:17,664 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.948, mIoU: 0.714
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2023-08-01 03:37:27,087 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.943, mIoU: 0.734
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2023-08-01 03:38:00,642 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.951, mIoU: 0.742
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2023-08-01 03:38:00,869 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-01 03:38:00,984 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-01 03:38:01,101 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-01 03:38:01,215 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-01 03:38:01,329 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-01 03:38:01,443 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-01 03:38:01,556 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-01 03:38:01,666 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-01 03:38:01,778 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.951, mIoU: 0.744
2023-08-01 03:38:01,889 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-01 03:38:02,007 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-01 03:38:02,126 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-01 03:38:02,239 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.951, mIoU: 0.744
2023-08-01 03:38:02,352 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.951, mIoU: 0.744
2023-08-01 03:38:02,464 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.951, mIoU: 0.744
2023-08-01 03:38:02,577 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.951, mIoU: 0.744
2023-08-01 03:38:02,685 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-01 03:38:02,792 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-01 03:38:02,898 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-01 03:38:03,006 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-01 03:38:03,117 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-01 03:38:03,229 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-01 03:38:03,345 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-01 03:38:03,463 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-01 03:38:03,581 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-01 03:38:03,698 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-01 03:38:03,816 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-01 03:38:03,933 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-01 03:38:04,056 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-01 03:38:04,180 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-01 03:38:04,295 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-01 03:38:04,411 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-01 03:38:04,524 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-01 03:38:04,638 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-01 03:38:04,747 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-01 03:38:04,854 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-01 03:38:04,964 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-01 03:38:05,077 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-01 03:38:05,198 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-01 03:38:05,315 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-01 03:38:05,434 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 03:38:05,552 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 03:38:05,669 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 03:38:05,777 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 03:38:05,890 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 03:38:06,013 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 03:38:06,129 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 03:38:06,246 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 03:38:06,361 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 03:38:06,473 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 03:38:06,582 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 03:38:06,693 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 03:38:06,809 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-01 03:38:06,924 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-01 03:38:07,047 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-01 03:38:07,166 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-01 03:38:07,286 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-01 03:38:07,399 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-01 03:38:07,515 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-01 03:38:07,628 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-01 03:38:07,741 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-01 03:38:07,857 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-01 03:38:07,973 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-01 03:38:08,089 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-01 03:38:08,204 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.953, mIoU: 0.748
2023-08-01 03:38:08,315 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-01 03:38:08,424 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-01 03:38:08,537 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-01 03:38:08,649 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-01 03:38:08,764 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-01 03:38:08,881 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-01 03:38:08,995 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-01 03:38:09,110 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-01 03:38:09,226 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-01 03:38:09,343 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-01 03:38:09,452 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-01 03:38:09,562 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-01 03:38:09,671 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-01 03:38:09,783 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-01 03:38:09,901 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-01 03:38:10,015 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-01 03:38:10,132 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-01 03:38:10,242 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-01 03:38:10,351 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.747
2023-08-01 03:38:10,455 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-01 03:38:10,559 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-01 03:38:10,663 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-01 03:38:10,766 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-01 03:38:10,869 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-01 03:38:10,972 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-01 03:38:11,077 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-01 03:38:11,181 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-01 03:38:11,284 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-01 03:38:11,389 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-01 03:38:11,494 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-01 03:38:11,599 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-01 03:38:11,706 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-01 03:38:11,810 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-01 03:38:45,906 semantic_segmentation INFO: Iters: 117610/150000 || Lr: 0.005034 || Task Loss: 0.1735 || KD Loss: 0.0436|| 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: 4 days, 13:55:52 || Estimated Time: 1 day, 6:16:30
2023-08-01 03:39:19,661 semantic_segmentation INFO: Iters: 117620/150000 || Lr: 0.005033 || Task Loss: 0.1479 || KD Loss: 0.0370|| 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: 4 days, 13:56:26 || Estimated Time: 1 day, 6:15:57
2023-08-01 03:39:53,399 semantic_segmentation INFO: Iters: 117630/150000 || Lr: 0.005031 || Task Loss: 0.1560 || KD Loss: 0.0325|| 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: 4 days, 13:57:00 || Estimated Time: 1 day, 6:15:23
2023-08-01 03:40:27,462 semantic_segmentation INFO: Iters: 117640/150000 || Lr: 0.005030 || Task Loss: 0.1746 || KD Loss: 0.0379|| 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: 4 days, 13:57:34 || Estimated Time: 1 day, 6:14:49
2023-08-01 03:41:01,735 semantic_segmentation INFO: Iters: 117650/150000 || Lr: 0.005029 || Task Loss: 0.2160 || KD Loss: 0.0412|| 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: 4 days, 13:58:08 || Estimated Time: 1 day, 6:14:16
2023-08-01 03:41:35,617 semantic_segmentation INFO: Iters: 117660/150000 || Lr: 0.005027 || Task Loss: 0.1463 || KD Loss: 0.0429|| 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: 4 days, 13:58:42 || Estimated Time: 1 day, 6:13:42
2023-08-01 03:42:09,464 semantic_segmentation INFO: Iters: 117670/150000 || Lr: 0.005026 || Task Loss: 0.1771 || KD Loss: 0.0389|| 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: 4 days, 13:59:16 || Estimated Time: 1 day, 6:13:09
2023-08-01 03:42:43,115 semantic_segmentation INFO: Iters: 117680/150000 || Lr: 0.005024 || Task Loss: 0.1311 || KD Loss: 0.0320|| 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: 4 days, 13:59:49 || Estimated Time: 1 day, 6:12:35
2023-08-01 03:43:16,831 semantic_segmentation INFO: Iters: 117690/150000 || Lr: 0.005023 || Task Loss: 0.1410 || KD Loss: 0.0320|| 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: 4 days, 14:00:23 || Estimated Time: 1 day, 6:12:01
2023-08-01 03:43:50,512 semantic_segmentation INFO: Iters: 117700/150000 || Lr: 0.005022 || Task Loss: 0.2096 || KD Loss: 0.0441|| 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: 4 days, 14:00:57 || Estimated Time: 1 day, 6:11:28
2023-08-01 03:44:24,260 semantic_segmentation INFO: Iters: 117710/150000 || Lr: 0.005020 || Task Loss: 0.0964 || KD Loss: 0.0220|| 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: 4 days, 14:01:31 || Estimated Time: 1 day, 6:10:54
2023-08-01 03:44:57,958 semantic_segmentation INFO: Iters: 117720/150000 || Lr: 0.005019 || Task Loss: 0.1259 || KD Loss: 0.0265|| 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: 4 days, 14:02:04 || Estimated Time: 1 day, 6:10:21
2023-08-01 03:45:31,633 semantic_segmentation INFO: Iters: 117730/150000 || Lr: 0.005017 || Task Loss: 0.1113 || KD Loss: 0.0288|| 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: 4 days, 14:02:38 || Estimated Time: 1 day, 6:09:47
2023-08-01 03:46:05,510 semantic_segmentation INFO: Iters: 117740/150000 || Lr: 0.005016 || Task Loss: 0.2340 || KD Loss: 0.0430|| 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: 4 days, 14:03:12 || Estimated Time: 1 day, 6:09:13
2023-08-01 03:46:39,238 semantic_segmentation INFO: Iters: 117750/150000 || Lr: 0.005015 || Task Loss: 0.1294 || KD Loss: 0.0317|| 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: 4 days, 14:03:46 || Estimated Time: 1 day, 6:08:40
2023-08-01 03:47:12,923 semantic_segmentation INFO: Iters: 117760/150000 || Lr: 0.005013 || Task Loss: 0.2009 || KD Loss: 0.0480|| 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: 4 days, 14:04:19 || Estimated Time: 1 day, 6:08:06
2023-08-01 03:47:46,813 semantic_segmentation INFO: Iters: 117770/150000 || Lr: 0.005012 || Task Loss: 0.1639 || KD Loss: 0.0401|| 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: 4 days, 14:04:53 || Estimated Time: 1 day, 6:07:32
2023-08-01 03:48:20,565 semantic_segmentation INFO: Iters: 117780/150000 || Lr: 0.005010 || Task Loss: 0.1174 || KD Loss: 0.0254|| 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: 4 days, 14:05:27 || Estimated Time: 1 day, 6:06:59
2023-08-01 03:48:54,790 semantic_segmentation INFO: Iters: 117790/150000 || Lr: 0.005009 || Task Loss: 0.1671 || KD Loss: 0.0378|| 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: 4 days, 14:06:01 || Estimated Time: 1 day, 6:06:25
2023-08-01 03:49:29,083 semantic_segmentation INFO: Iters: 117800/150000 || Lr: 0.005008 || Task Loss: 0.1564 || KD Loss: 0.0318|| 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: 4 days, 14:06:35 || Estimated Time: 1 day, 6:05:52
2023-08-01 03:50:02,883 semantic_segmentation INFO: Iters: 117810/150000 || Lr: 0.005006 || Task Loss: 0.1904 || KD Loss: 0.0737|| 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: 4 days, 14:07:09 || Estimated Time: 1 day, 6:05:18
2023-08-01 03:50:36,658 semantic_segmentation INFO: Iters: 117820/150000 || Lr: 0.005005 || Task Loss: 0.1836 || KD Loss: 0.0313|| 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: 4 days, 14:07:43 || Estimated Time: 1 day, 6:04:45
2023-08-01 03:51:10,372 semantic_segmentation INFO: Iters: 117830/150000 || Lr: 0.005003 || Task Loss: 0.2749 || KD Loss: 0.0611|| 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: 4 days, 14:08:17 || Estimated Time: 1 day, 6:04:11
2023-08-01 03:51:44,064 semantic_segmentation INFO: Iters: 117840/150000 || Lr: 0.005002 || Task Loss: 0.1506 || KD Loss: 0.0420|| 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: 4 days, 14:08:50 || Estimated Time: 1 day, 6:03:37
2023-08-01 03:52:17,780 semantic_segmentation INFO: Iters: 117850/150000 || Lr: 0.005001 || Task Loss: 0.1527 || KD Loss: 0.0271|| 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: 4 days, 14:09:24 || Estimated Time: 1 day, 6:03:04
2023-08-01 03:52:51,475 semantic_segmentation INFO: Iters: 117860/150000 || Lr: 0.004999 || Task Loss: 0.1481 || KD Loss: 0.0440|| 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: 4 days, 14:09:58 || Estimated Time: 1 day, 6:02:30
2023-08-01 03:53:25,167 semantic_segmentation INFO: Iters: 117870/150000 || Lr: 0.004998 || Task Loss: 0.1582 || KD Loss: 0.0396|| 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: 4 days, 14:10:32 || Estimated Time: 1 day, 6:01:56
2023-08-01 03:53:58,959 semantic_segmentation INFO: Iters: 117880/150000 || Lr: 0.004996 || Task Loss: 0.1138 || KD Loss: 0.0627|| 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: 4 days, 14:11:05 || Estimated Time: 1 day, 6:01:23
2023-08-01 03:54:32,602 semantic_segmentation INFO: Iters: 117890/150000 || Lr: 0.004995 || Task Loss: 0.2263 || KD Loss: 0.0410|| 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: 4 days, 14:11:39 || Estimated Time: 1 day, 6:00:49
2023-08-01 03:55:06,209 semantic_segmentation INFO: Iters: 117900/150000 || Lr: 0.004994 || Task Loss: 0.2190 || KD Loss: 0.0539|| 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: 4 days, 14:12:13 || Estimated Time: 1 day, 6:00:16
2023-08-01 03:55:39,857 semantic_segmentation INFO: Iters: 117910/150000 || Lr: 0.004992 || Task Loss: 0.1700 || KD Loss: 0.0445|| 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: 4 days, 14:12:46 || Estimated Time: 1 day, 5:59:42
2023-08-01 03:56:13,484 semantic_segmentation INFO: Iters: 117920/150000 || Lr: 0.004991 || Task Loss: 0.1642 || KD Loss: 0.0364|| 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: 4 days, 14:13:20 || Estimated Time: 1 day, 5:59:08
2023-08-01 03:56:47,354 semantic_segmentation INFO: Iters: 117930/150000 || Lr: 0.004989 || Task Loss: 0.1271 || KD Loss: 0.0346|| 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: 4 days, 14:13:54 || Estimated Time: 1 day, 5:58:35
2023-08-01 03:57:21,498 semantic_segmentation INFO: Iters: 117940/150000 || Lr: 0.004988 || Task Loss: 0.2717 || KD Loss: 0.0623|| 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: 4 days, 14:14:28 || Estimated Time: 1 day, 5:58:01
2023-08-01 03:57:55,332 semantic_segmentation INFO: Iters: 117950/150000 || Lr: 0.004987 || Task Loss: 0.1621 || KD Loss: 0.0311|| 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: 4 days, 14:15:02 || Estimated Time: 1 day, 5:57:28
2023-08-01 03:58:28,922 semantic_segmentation INFO: Iters: 117960/150000 || Lr: 0.004985 || Task Loss: 0.1273 || KD Loss: 0.0267|| 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: 4 days, 14:15:35 || Estimated Time: 1 day, 5:56:54
2023-08-01 03:59:02,519 semantic_segmentation INFO: Iters: 117970/150000 || Lr: 0.004984 || Task Loss: 0.1254 || KD Loss: 0.0209|| 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: 4 days, 14:16:09 || Estimated Time: 1 day, 5:56:20
2023-08-01 03:59:36,231 semantic_segmentation INFO: Iters: 117980/150000 || Lr: 0.004982 || Task Loss: 0.1690 || KD Loss: 0.0336|| 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: 4 days, 14:16:43 || Estimated Time: 1 day, 5:55:47
2023-08-01 04:00:09,866 semantic_segmentation INFO: Iters: 117990/150000 || Lr: 0.004981 || Task Loss: 0.2174 || KD Loss: 0.0416|| 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: 4 days, 14:17:16 || Estimated Time: 1 day, 5:55:13
2023-08-01 04:00:43,492 semantic_segmentation INFO: Iters: 118000/150000 || Lr: 0.004980 || Task Loss: 0.2168 || KD Loss: 0.0415|| 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: 4 days, 14:17:50 || Estimated Time: 1 day, 5:54:39
2023-08-01 04:01:17,165 semantic_segmentation INFO: Iters: 118010/150000 || Lr: 0.004978 || Task Loss: 0.1630 || KD Loss: 0.0271|| 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: 4 days, 14:18:24 || Estimated Time: 1 day, 5:54:06
2023-08-01 04:01:50,774 semantic_segmentation INFO: Iters: 118020/150000 || Lr: 0.004977 || Task Loss: 0.1385 || KD Loss: 0.0388|| 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: 4 days, 14:18:57 || Estimated Time: 1 day, 5:53:32
2023-08-01 04:02:24,506 semantic_segmentation INFO: Iters: 118030/150000 || Lr: 0.004975 || Task Loss: 0.2305 || KD Loss: 0.0486|| 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: 4 days, 14:19:31 || Estimated Time: 1 day, 5:52:58
2023-08-01 04:02:58,084 semantic_segmentation INFO: Iters: 118040/150000 || Lr: 0.004974 || Task Loss: 0.2099 || KD Loss: 0.0785|| 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: 4 days, 14:20:04 || Estimated Time: 1 day, 5:52:25
2023-08-01 04:03:31,712 semantic_segmentation INFO: Iters: 118050/150000 || Lr: 0.004973 || Task Loss: 0.1829 || KD Loss: 0.0514|| 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: 4 days, 14:20:38 || Estimated Time: 1 day, 5:51:51
2023-08-01 04:04:05,353 semantic_segmentation INFO: Iters: 118060/150000 || Lr: 0.004971 || Task Loss: 0.1476 || KD Loss: 0.0354|| 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: 4 days, 14:21:12 || Estimated Time: 1 day, 5:51:17
2023-08-01 04:04:38,956 semantic_segmentation INFO: Iters: 118070/150000 || Lr: 0.004970 || Task Loss: 0.1287 || KD Loss: 0.0285|| 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: 4 days, 14:21:45 || Estimated Time: 1 day, 5:50:44
2023-08-01 04:05:13,149 semantic_segmentation INFO: Iters: 118080/150000 || Lr: 0.004968 || Task Loss: 0.1741 || KD Loss: 0.0390|| 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: 4 days, 14:22:20 || Estimated Time: 1 day, 5:50:10
2023-08-01 04:05:47,289 semantic_segmentation INFO: Iters: 118090/150000 || Lr: 0.004967 || Task Loss: 0.1450 || KD Loss: 0.0381|| 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: 4 days, 14:22:54 || Estimated Time: 1 day, 5:49:37
2023-08-01 04:06:21,024 semantic_segmentation INFO: Iters: 118100/150000 || Lr: 0.004966 || Task Loss: 0.1644 || KD Loss: 0.0428|| 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: 4 days, 14:23:27 || Estimated Time: 1 day, 5:49:03
2023-08-01 04:06:54,671 semantic_segmentation INFO: Iters: 118110/150000 || Lr: 0.004964 || Task Loss: 0.2229 || KD Loss: 0.0498|| 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: 4 days, 14:24:01 || Estimated Time: 1 day, 5:48:29
2023-08-01 04:07:28,258 semantic_segmentation INFO: Iters: 118120/150000 || Lr: 0.004963 || Task Loss: 0.1841 || KD Loss: 0.0392|| 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 days, 14:24:35 || Estimated Time: 1 day, 5:47:56
2023-08-01 04:08:01,962 semantic_segmentation INFO: Iters: 118130/150000 || Lr: 0.004961 || Task Loss: 0.1586 || KD Loss: 0.0352|| 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: 4 days, 14:25:08 || Estimated Time: 1 day, 5:47:22
2023-08-01 04:08:35,660 semantic_segmentation INFO: Iters: 118140/150000 || Lr: 0.004960 || Task Loss: 0.1422 || KD Loss: 0.0307|| 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: 4 days, 14:25:42 || Estimated Time: 1 day, 5:46:48
2023-08-01 04:09:09,280 semantic_segmentation INFO: Iters: 118150/150000 || Lr: 0.004959 || Task Loss: 0.1485 || KD Loss: 0.0353|| 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 days, 14:26:16 || Estimated Time: 1 day, 5:46:15
2023-08-01 04:09:42,928 semantic_segmentation INFO: Iters: 118160/150000 || Lr: 0.004957 || Task Loss: 0.1879 || KD Loss: 0.0488|| 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: 4 days, 14:26:49 || Estimated Time: 1 day, 5:45:41
2023-08-01 04:10:16,537 semantic_segmentation INFO: Iters: 118170/150000 || Lr: 0.004956 || Task Loss: 0.1770 || KD Loss: 0.0377|| 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: 4 days, 14:27:23 || Estimated Time: 1 day, 5:45:07
2023-08-01 04:10:50,203 semantic_segmentation INFO: Iters: 118180/150000 || Lr: 0.004954 || Task Loss: 0.2156 || KD Loss: 0.0642|| 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: 4 days, 14:27:57 || Estimated Time: 1 day, 5:44:34
2023-08-01 04:11:23,906 semantic_segmentation INFO: Iters: 118190/150000 || Lr: 0.004953 || Task Loss: 0.1667 || KD Loss: 0.0295|| 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: 4 days, 14:28:30 || Estimated Time: 1 day, 5:44:00
2023-08-01 04:11:57,642 semantic_segmentation INFO: Iters: 118200/150000 || Lr: 0.004952 || Task Loss: 0.2079 || KD Loss: 0.0485|| 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: 4 days, 14:29:04 || Estimated Time: 1 day, 5:43:27
2023-08-01 04:12:31,249 semantic_segmentation INFO: Iters: 118210/150000 || Lr: 0.004950 || Task Loss: 0.1739 || KD Loss: 0.0354|| 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: 4 days, 14:29:38 || Estimated Time: 1 day, 5:42:53
2023-08-01 04:13:05,243 semantic_segmentation INFO: Iters: 118220/150000 || Lr: 0.004949 || Task Loss: 0.1749 || KD Loss: 0.0313|| 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: 4 days, 14:30:12 || Estimated Time: 1 day, 5:42:19
2023-08-01 04:13:39,401 semantic_segmentation INFO: Iters: 118230/150000 || Lr: 0.004947 || Task Loss: 0.2114 || KD Loss: 0.0520|| 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 days, 14:30:46 || Estimated Time: 1 day, 5:41:46
2023-08-01 04:14:13,461 semantic_segmentation INFO: Iters: 118240/150000 || Lr: 0.004946 || Task Loss: 0.1532 || KD Loss: 0.0292|| 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: 4 days, 14:31:20 || Estimated Time: 1 day, 5:41:12
2023-08-01 04:14:47,113 semantic_segmentation INFO: Iters: 118250/150000 || Lr: 0.004945 || Task Loss: 0.2079 || KD Loss: 0.0481|| 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: 4 days, 14:31:53 || Estimated Time: 1 day, 5:40:39
2023-08-01 04:15:20,797 semantic_segmentation INFO: Iters: 118260/150000 || Lr: 0.004943 || Task Loss: 0.1830 || KD Loss: 0.0538|| 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: 4 days, 14:32:27 || Estimated Time: 1 day, 5:40:05
2023-08-01 04:15:54,604 semantic_segmentation INFO: Iters: 118270/150000 || Lr: 0.004942 || Task Loss: 0.2149 || KD Loss: 0.0357|| 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: 4 days, 14:33:01 || Estimated Time: 1 day, 5:39:31
2023-08-01 04:16:28,246 semantic_segmentation INFO: Iters: 118280/150000 || Lr: 0.004940 || Task Loss: 0.1751 || KD Loss: 0.0437|| 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 days, 14:33:35 || Estimated Time: 1 day, 5:38:58
2023-08-01 04:17:02,000 semantic_segmentation INFO: Iters: 118290/150000 || Lr: 0.004939 || Task Loss: 0.1064 || KD Loss: 0.0257|| 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: 4 days, 14:34:08 || Estimated Time: 1 day, 5:38:24
2023-08-01 04:17:35,641 semantic_segmentation INFO: Iters: 118300/150000 || Lr: 0.004938 || Task Loss: 0.1932 || KD Loss: 0.0431|| 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: 4 days, 14:34:42 || Estimated Time: 1 day, 5:37:50
2023-08-01 04:18:09,333 semantic_segmentation INFO: Iters: 118310/150000 || Lr: 0.004936 || Task Loss: 0.1591 || KD Loss: 0.0312|| 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: 4 days, 14:35:16 || Estimated Time: 1 day, 5:37:17
2023-08-01 04:18:42,912 semantic_segmentation INFO: Iters: 118320/150000 || Lr: 0.004935 || Task Loss: 0.1864 || KD Loss: 0.0455|| 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: 4 days, 14:35:49 || Estimated Time: 1 day, 5:36:43
2023-08-01 04:19:16,523 semantic_segmentation INFO: Iters: 118330/150000 || Lr: 0.004933 || Task Loss: 0.1591 || KD Loss: 0.0327|| 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: 4 days, 14:36:23 || Estimated Time: 1 day, 5:36:10
2023-08-01 04:19:50,170 semantic_segmentation INFO: Iters: 118340/150000 || Lr: 0.004932 || Task Loss: 0.0908 || KD Loss: 0.0249|| 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: 4 days, 14:36:57 || Estimated Time: 1 day, 5:35:36
2023-08-01 04:20:23,810 semantic_segmentation INFO: Iters: 118350/150000 || Lr: 0.004931 || Task Loss: 0.1469 || KD Loss: 0.0333|| 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: 4 days, 14:37:30 || Estimated Time: 1 day, 5:35:02
2023-08-01 04:20:57,398 semantic_segmentation INFO: Iters: 118360/150000 || Lr: 0.004929 || Task Loss: 0.1867 || KD Loss: 0.0316|| 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: 4 days, 14:38:04 || Estimated Time: 1 day, 5:34:29
2023-08-01 04:21:31,627 semantic_segmentation INFO: Iters: 118370/150000 || Lr: 0.004928 || Task Loss: 0.1905 || KD Loss: 0.0493|| 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: 4 days, 14:38:38 || Estimated Time: 1 day, 5:33:55
2023-08-01 04:22:05,708 semantic_segmentation INFO: Iters: 118380/150000 || Lr: 0.004926 || Task Loss: 0.1753 || KD Loss: 0.0269|| 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: 4 days, 14:39:12 || Estimated Time: 1 day, 5:33:22
2023-08-01 04:22:39,318 semantic_segmentation INFO: Iters: 118390/150000 || Lr: 0.004925 || Task Loss: 0.1556 || KD Loss: 0.0363|| 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: 4 days, 14:39:46 || Estimated Time: 1 day, 5:32:48
2023-08-01 04:23:13,016 semantic_segmentation INFO: Iters: 118400/150000 || Lr: 0.004924 || Task Loss: 0.1676 || KD Loss: 0.0443|| 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: 4 days, 14:40:19 || Estimated Time: 1 day, 5:32:14
2023-08-01 04:23:13,082 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-01 04:23:13,989 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.417
2023-08-01 04:23:14,096 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.519
2023-08-01 04:23:14,201 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.529
2023-08-01 04:23:14,309 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.552
2023-08-01 04:23:14,412 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.556
2023-08-01 04:23:14,515 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.555
2023-08-01 04:23:14,621 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.584
2023-08-01 04:23:14,726 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.627
2023-08-01 04:23:14,832 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.646
2023-08-01 04:23:14,938 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.690
2023-08-01 04:23:15,044 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.697
2023-08-01 04:23:15,147 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.726
2023-08-01 04:23:15,251 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.966, mIoU: 0.732
2023-08-01 04:23:15,359 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.963, mIoU: 0.726
2023-08-01 04:23:15,465 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.961, mIoU: 0.726
2023-08-01 04:23:15,575 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.959, mIoU: 0.715
2023-08-01 04:23:15,690 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.958, mIoU: 0.715
2023-08-01 04:23:15,803 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.716
2023-08-01 04:23:15,920 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.723
2023-08-01 04:23:16,032 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.956, mIoU: 0.730
2023-08-01 04:23:16,146 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.729
2023-08-01 04:23:16,258 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.707
2023-08-01 04:23:16,373 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.708
2023-08-01 04:23:16,491 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-01 04:23:16,602 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-01 04:23:16,712 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.731
2023-08-01 04:23:16,824 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.719
2023-08-01 04:23:16,936 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.713
2023-08-01 04:23:17,047 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-01 04:23:17,158 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.729
2023-08-01 04:23:17,271 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.947, mIoU: 0.729
2023-08-01 04:23:17,386 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.726
2023-08-01 04:23:17,497 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.947, mIoU: 0.727
2023-08-01 04:23:17,606 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.947, mIoU: 0.725
2023-08-01 04:23:17,717 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.725
2023-08-01 04:23:17,830 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.947, mIoU: 0.725
2023-08-01 04:23:17,946 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-01 04:23:18,056 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.946, mIoU: 0.719
2023-08-01 04:23:18,167 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.711
2023-08-01 04:23:18,278 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.946, mIoU: 0.712
2023-08-01 04:23:18,396 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.946, mIoU: 0.713
2023-08-01 04:23:18,509 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.947, mIoU: 0.713
2023-08-01 04:23:18,624 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.947, mIoU: 0.713
2023-08-01 04:23:18,734 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.948, mIoU: 0.715
2023-08-01 04:23:18,845 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.948, mIoU: 0.714
2023-08-01 04:23:18,954 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.948, mIoU: 0.714
2023-08-01 04:23:19,069 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.949, mIoU: 0.714
2023-08-01 04:23:19,185 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.949, mIoU: 0.713
2023-08-01 04:23:19,298 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-01 04:23:19,412 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.950, mIoU: 0.718
2023-08-01 04:23:19,521 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.949, mIoU: 0.719
2023-08-01 04:23:19,631 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-01 04:23:19,739 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-01 04:23:19,846 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-01 04:23:19,954 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.948, mIoU: 0.727
2023-08-01 04:23:20,059 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.948, mIoU: 0.725
2023-08-01 04:23:20,165 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-01 04:23:20,271 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.949, mIoU: 0.731
2023-08-01 04:23:20,380 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.948, mIoU: 0.731
2023-08-01 04:23:20,491 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.948, mIoU: 0.729
2023-08-01 04:23:20,610 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.948, mIoU: 0.732
2023-08-01 04:23:20,726 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.734
2023-08-01 04:23:20,841 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.733
2023-08-01 04:23:20,956 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.948, mIoU: 0.734
2023-08-01 04:23:21,073 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.948, mIoU: 0.737
2023-08-01 04:23:21,188 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.948, mIoU: 0.737
2023-08-01 04:23:21,302 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.947, mIoU: 0.736
2023-08-01 04:23:21,415 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.947, mIoU: 0.738
2023-08-01 04:23:21,528 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.947, mIoU: 0.737
2023-08-01 04:23:21,644 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.947, mIoU: 0.736
2023-08-01 04:23:21,759 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.947, mIoU: 0.737
2023-08-01 04:23:21,872 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.948, mIoU: 0.736
2023-08-01 04:23:21,985 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.948, mIoU: 0.734
2023-08-01 04:23:22,095 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.948, mIoU: 0.734
2023-08-01 04:23:22,204 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.947, mIoU: 0.735
2023-08-01 04:23:22,310 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.947, mIoU: 0.735
2023-08-01 04:23:22,417 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.948, mIoU: 0.735
2023-08-01 04:23:22,521 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.948, mIoU: 0.734
2023-08-01 04:23:22,625 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.948, mIoU: 0.734
2023-08-01 04:23:22,733 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.948, mIoU: 0.735
2023-08-01 04:23:22,840 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.948, mIoU: 0.737
2023-08-01 04:23:22,957 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.948, mIoU: 0.737
2023-08-01 04:23:23,080 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.948, mIoU: 0.737
2023-08-01 04:23:23,199 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.947, mIoU: 0.734
2023-08-01 04:23:23,318 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.944, mIoU: 0.730
2023-08-01 04:23:23,438 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.944, mIoU: 0.730
2023-08-01 04:23:23,558 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.945, mIoU: 0.730
2023-08-01 04:23:23,677 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.945, mIoU: 0.730
2023-08-01 04:23:23,794 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-01 04:23:23,908 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.945, mIoU: 0.730
2023-08-01 04:23:24,026 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-01 04:23:24,145 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.945, mIoU: 0.743
2023-08-01 04:23:24,259 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.945, mIoU: 0.743
2023-08-01 04:23:24,374 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.945, mIoU: 0.743
2023-08-01 04:23:24,489 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.946, mIoU: 0.743
2023-08-01 04:23:24,604 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.945, mIoU: 0.743
2023-08-01 04:23:24,720 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.946, mIoU: 0.744
2023-08-01 04:23:24,831 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.946, mIoU: 0.744
2023-08-01 04:23:24,943 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.945, mIoU: 0.744
2023-08-01 04:23:25,057 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.945, mIoU: 0.744
2023-08-01 04:23:25,171 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.943, mIoU: 0.743
2023-08-01 04:23:25,281 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.943, mIoU: 0.741
2023-08-01 04:23:25,395 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.943, mIoU: 0.741
2023-08-01 04:23:25,509 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.943, mIoU: 0.741
2023-08-01 04:23:25,622 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.943, mIoU: 0.741
2023-08-01 04:23:25,737 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.943, mIoU: 0.741
2023-08-01 04:23:25,852 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.943, mIoU: 0.741
2023-08-01 04:23:25,966 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.944, mIoU: 0.742
2023-08-01 04:23:26,078 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.944, mIoU: 0.742
2023-08-01 04:23:26,195 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.944, mIoU: 0.743
2023-08-01 04:23:26,308 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.944, mIoU: 0.743
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2023-08-01 04:23:50,069 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.947, mIoU: 0.730
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2023-08-01 04:24:10,140 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-01 04:24:10,245 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-01 04:24:44,247 semantic_segmentation INFO: Iters: 118410/150000 || Lr: 0.004922 || Task Loss: 0.2255 || KD Loss: 0.0592|| 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: 4 days, 14:41:51 || Estimated Time: 1 day, 5:31:56
2023-08-01 04:25:17,941 semantic_segmentation INFO: Iters: 118420/150000 || Lr: 0.004921 || Task Loss: 0.2262 || KD Loss: 0.0518|| 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: 4 days, 14:42:24 || Estimated Time: 1 day, 5:31:22
2023-08-01 04:25:51,542 semantic_segmentation INFO: Iters: 118430/150000 || Lr: 0.004919 || Task Loss: 0.1446 || KD Loss: 0.0453|| 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: 4 days, 14:42:58 || Estimated Time: 1 day, 5:30:49
2023-08-01 04:26:25,138 semantic_segmentation INFO: Iters: 118440/150000 || Lr: 0.004918 || Task Loss: 0.1743 || KD Loss: 0.0431|| 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: 4 days, 14:43:31 || Estimated Time: 1 day, 5:30:15
2023-08-01 04:26:58,788 semantic_segmentation INFO: Iters: 118450/150000 || Lr: 0.004917 || Task Loss: 0.5007 || KD Loss: 0.0438|| 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: 4 days, 14:44:05 || Estimated Time: 1 day, 5:29:41
2023-08-01 04:27:32,344 semantic_segmentation INFO: Iters: 118460/150000 || Lr: 0.004915 || Task Loss: 0.2005 || KD Loss: 0.0702|| 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: 4 days, 14:44:39 || Estimated Time: 1 day, 5:29:08
2023-08-01 04:28:05,972 semantic_segmentation INFO: Iters: 118470/150000 || Lr: 0.004914 || Task Loss: 0.1920 || KD Loss: 0.0359|| 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: 4 days, 14:45:12 || Estimated Time: 1 day, 5:28:34
2023-08-01 04:28:39,545 semantic_segmentation INFO: Iters: 118480/150000 || Lr: 0.004912 || Task Loss: 0.1478 || KD Loss: 0.0292|| 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: 4 days, 14:45:46 || Estimated Time: 1 day, 5:28:00
2023-08-01 04:29:13,290 semantic_segmentation INFO: Iters: 118490/150000 || Lr: 0.004911 || Task Loss: 0.1436 || KD Loss: 0.0270|| 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: 4 days, 14:46:20 || Estimated Time: 1 day, 5:27:27
2023-08-01 04:29:47,444 semantic_segmentation INFO: Iters: 118500/150000 || Lr: 0.004910 || Task Loss: 0.2048 || KD Loss: 0.0504|| 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: 4 days, 14:46:54 || Estimated Time: 1 day, 5:26:53
2023-08-01 04:30:21,432 semantic_segmentation INFO: Iters: 118510/150000 || Lr: 0.004908 || Task Loss: 0.1675 || KD Loss: 0.0350|| 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: 4 days, 14:47:28 || Estimated Time: 1 day, 5:26:20
2023-08-01 04:30:55,016 semantic_segmentation INFO: Iters: 118520/150000 || Lr: 0.004907 || Task Loss: 0.2211 || KD Loss: 0.0500|| 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: 4 days, 14:48:01 || Estimated Time: 1 day, 5:25:46
2023-08-01 04:31:28,762 semantic_segmentation INFO: Iters: 118530/150000 || Lr: 0.004905 || Task Loss: 0.1715 || KD Loss: 0.0411|| 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: 4 days, 14:48:35 || Estimated Time: 1 day, 5:25:12
2023-08-01 04:32:02,284 semantic_segmentation INFO: Iters: 118540/150000 || Lr: 0.004904 || Task Loss: 0.1443 || KD Loss: 0.0294|| 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: 4 days, 14:49:09 || Estimated Time: 1 day, 5:24:39
2023-08-01 04:32:35,874 semantic_segmentation INFO: Iters: 118550/150000 || Lr: 0.004903 || Task Loss: 0.1584 || KD Loss: 0.0281|| 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: 4 days, 14:49:42 || Estimated Time: 1 day, 5:24:05
2023-08-01 04:33:09,593 semantic_segmentation INFO: Iters: 118560/150000 || Lr: 0.004901 || Task Loss: 0.1883 || KD Loss: 0.0369|| 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: 4 days, 14:50:16 || Estimated Time: 1 day, 5:23:31
2023-08-01 04:33:43,212 semantic_segmentation INFO: Iters: 118570/150000 || Lr: 0.004900 || Task Loss: 0.1747 || KD Loss: 0.0358|| 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: 4 days, 14:50:50 || Estimated Time: 1 day, 5:22:58
2023-08-01 04:34:16,844 semantic_segmentation INFO: Iters: 118580/150000 || Lr: 0.004898 || Task Loss: 0.1374 || KD Loss: 0.0334|| 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: 4 days, 14:51:23 || Estimated Time: 1 day, 5:22:24
2023-08-01 04:34:50,431 semantic_segmentation INFO: Iters: 118590/150000 || Lr: 0.004897 || Task Loss: 0.1721 || KD Loss: 0.0337|| 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: 4 days, 14:51:57 || Estimated Time: 1 day, 5:21:50
2023-08-01 04:35:24,025 semantic_segmentation INFO: Iters: 118600/150000 || Lr: 0.004895 || Task Loss: 0.1662 || KD Loss: 0.0380|| 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: 4 days, 14:52:30 || Estimated Time: 1 day, 5:21:17
2023-08-01 04:35:57,620 semantic_segmentation INFO: Iters: 118610/150000 || Lr: 0.004894 || Task Loss: 0.1479 || KD Loss: 0.0500|| 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: 4 days, 14:53:04 || Estimated Time: 1 day, 5:20:43
2023-08-01 04:36:31,286 semantic_segmentation INFO: Iters: 118620/150000 || Lr: 0.004893 || Task Loss: 0.1539 || KD Loss: 0.0288|| 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: 4 days, 14:53:38 || Estimated Time: 1 day, 5:20:09
2023-08-01 04:37:04,916 semantic_segmentation INFO: Iters: 118630/150000 || Lr: 0.004891 || Task Loss: 0.1560 || KD Loss: 0.0371|| 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: 4 days, 14:54:11 || Estimated Time: 1 day, 5:19:36
2023-08-01 04:37:38,937 semantic_segmentation INFO: Iters: 118640/150000 || Lr: 0.004890 || Task Loss: 0.1871 || KD Loss: 0.0344|| 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: 4 days, 14:54:45 || Estimated Time: 1 day, 5:19:02
2023-08-01 04:38:13,110 semantic_segmentation INFO: Iters: 118650/150000 || Lr: 0.004888 || Task Loss: 0.1392 || KD Loss: 0.0376|| 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: 4 days, 14:55:19 || Estimated Time: 1 day, 5:18:29
2023-08-01 04:38:46,818 semantic_segmentation INFO: Iters: 118660/150000 || Lr: 0.004887 || Task Loss: 0.1824 || KD Loss: 0.0409|| 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: 4 days, 14:55:53 || Estimated Time: 1 day, 5:17:55
2023-08-01 04:39:20,535 semantic_segmentation INFO: Iters: 118670/150000 || Lr: 0.004886 || Task Loss: 0.1209 || KD Loss: 0.0266|| 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: 4 days, 14:56:27 || Estimated Time: 1 day, 5:17:21
2023-08-01 04:39:54,160 semantic_segmentation INFO: Iters: 118680/150000 || Lr: 0.004884 || Task Loss: 0.1319 || KD Loss: 0.0346|| 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: 4 days, 14:57:01 || Estimated Time: 1 day, 5:16:48
2023-08-01 04:40:27,738 semantic_segmentation INFO: Iters: 118690/150000 || Lr: 0.004883 || Task Loss: 0.2091 || KD Loss: 0.0291|| 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: 4 days, 14:57:34 || Estimated Time: 1 day, 5:16:14
2023-08-01 04:41:01,418 semantic_segmentation INFO: Iters: 118700/150000 || Lr: 0.004881 || Task Loss: 0.1956 || KD Loss: 0.0690|| 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: 4 days, 14:58:08 || Estimated Time: 1 day, 5:15:40
2023-08-01 04:41:34,989 semantic_segmentation INFO: Iters: 118710/150000 || Lr: 0.004880 || Task Loss: 0.1838 || KD Loss: 0.0361|| 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: 4 days, 14:58:41 || Estimated Time: 1 day, 5:15:07
2023-08-01 04:42:08,537 semantic_segmentation INFO: Iters: 118720/150000 || Lr: 0.004879 || Task Loss: 0.1373 || KD Loss: 0.0308|| 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: 4 days, 14:59:15 || Estimated Time: 1 day, 5:14:33
2023-08-01 04:42:42,266 semantic_segmentation INFO: Iters: 118730/150000 || Lr: 0.004877 || Task Loss: 0.1560 || KD Loss: 0.0341|| 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: 4 days, 14:59:49 || Estimated Time: 1 day, 5:13:59
2023-08-01 04:43:15,849 semantic_segmentation INFO: Iters: 118740/150000 || Lr: 0.004876 || Task Loss: 0.2268 || KD Loss: 0.0398|| 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: 4 days, 15:00:22 || Estimated Time: 1 day, 5:13:26
2023-08-01 04:43:49,402 semantic_segmentation INFO: Iters: 118750/150000 || Lr: 0.004874 || Task Loss: 0.1846 || KD Loss: 0.0381|| 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: 4 days, 15:00:56 || Estimated Time: 1 day, 5:12:52
2023-08-01 04:44:23,026 semantic_segmentation INFO: Iters: 118760/150000 || Lr: 0.004873 || Task Loss: 0.1823 || KD Loss: 0.0311|| 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: 4 days, 15:01:29 || Estimated Time: 1 day, 5:12:18
2023-08-01 04:44:56,606 semantic_segmentation INFO: Iters: 118770/150000 || Lr: 0.004872 || Task Loss: 0.1951 || KD Loss: 0.0351|| 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: 4 days, 15:02:03 || Estimated Time: 1 day, 5:11:45
2023-08-01 04:45:30,300 semantic_segmentation INFO: Iters: 118780/150000 || Lr: 0.004870 || Task Loss: 0.2068 || KD Loss: 0.0429|| 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: 4 days, 15:02:37 || Estimated Time: 1 day, 5:11:11
2023-08-01 04:46:04,433 semantic_segmentation INFO: Iters: 118790/150000 || Lr: 0.004869 || Task Loss: 0.1916 || KD Loss: 0.0311|| 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: 4 days, 15:03:11 || Estimated Time: 1 day, 5:10:37
2023-08-01 04:46:38,475 semantic_segmentation INFO: Iters: 118800/150000 || Lr: 0.004867 || Task Loss: 0.1523 || KD Loss: 0.0410|| 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: 4 days, 15:03:45 || Estimated Time: 1 day, 5:10:04
2023-08-01 04:47:12,036 semantic_segmentation INFO: Iters: 118810/150000 || Lr: 0.004866 || Task Loss: 0.2286 || KD Loss: 0.0443|| 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: 4 days, 15:04:18 || Estimated Time: 1 day, 5:09:30
2023-08-01 04:47:45,656 semantic_segmentation INFO: Iters: 118820/150000 || Lr: 0.004865 || Task Loss: 0.1867 || KD Loss: 0.0372|| 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: 4 days, 15:04:52 || Estimated Time: 1 day, 5:08:56
2023-08-01 04:48:19,327 semantic_segmentation INFO: Iters: 118830/150000 || Lr: 0.004863 || Task Loss: 0.1576 || KD Loss: 0.0335|| 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: 4 days, 15:05:26 || Estimated Time: 1 day, 5:08:23
2023-08-01 04:48:52,898 semantic_segmentation INFO: Iters: 118840/150000 || Lr: 0.004862 || Task Loss: 0.1520 || KD Loss: 0.0318|| 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: 4 days, 15:05:59 || Estimated Time: 1 day, 5:07:49
2023-08-01 04:49:26,496 semantic_segmentation INFO: Iters: 118850/150000 || Lr: 0.004860 || Task Loss: 0.1683 || KD Loss: 0.0278|| 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: 4 days, 15:06:33 || Estimated Time: 1 day, 5:07:15
2023-08-01 04:50:00,231 semantic_segmentation INFO: Iters: 118860/150000 || Lr: 0.004859 || Task Loss: 0.2180 || KD Loss: 0.0305|| 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: 4 days, 15:07:07 || Estimated Time: 1 day, 5:06:42
2023-08-01 04:50:33,812 semantic_segmentation INFO: Iters: 118870/150000 || Lr: 0.004858 || Task Loss: 0.1783 || KD Loss: 0.0350|| 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: 4 days, 15:07:40 || Estimated Time: 1 day, 5:06:08
2023-08-01 04:51:07,406 semantic_segmentation INFO: Iters: 118880/150000 || Lr: 0.004856 || Task Loss: 0.1096 || KD Loss: 0.0237|| 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: 4 days, 15:08:14 || Estimated Time: 1 day, 5:05:34
2023-08-01 04:51:41,006 semantic_segmentation INFO: Iters: 118890/150000 || Lr: 0.004855 || Task Loss: 0.1478 || KD Loss: 0.0293|| 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: 4 days, 15:08:47 || Estimated Time: 1 day, 5:05:01
2023-08-01 04:52:14,609 semantic_segmentation INFO: Iters: 118900/150000 || Lr: 0.004853 || Task Loss: 0.1414 || KD Loss: 0.0347|| 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: 4 days, 15:09:21 || Estimated Time: 1 day, 5:04:27
2023-08-01 04:52:48,152 semantic_segmentation INFO: Iters: 118910/150000 || Lr: 0.004852 || Task Loss: 0.1781 || KD Loss: 0.0287|| 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: 4 days, 15:09:55 || Estimated Time: 1 day, 5:03:53
2023-08-01 04:53:21,736 semantic_segmentation INFO: Iters: 118920/150000 || Lr: 0.004851 || Task Loss: 0.1775 || KD Loss: 0.0332|| 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: 4 days, 15:10:28 || Estimated Time: 1 day, 5:03:20
2023-08-01 04:53:55,809 semantic_segmentation INFO: Iters: 118930/150000 || Lr: 0.004849 || Task Loss: 0.1570 || KD Loss: 0.0435|| 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: 4 days, 15:11:02 || Estimated Time: 1 day, 5:02:46
2023-08-01 04:54:29,956 semantic_segmentation INFO: Iters: 118940/150000 || Lr: 0.004848 || Task Loss: 0.1738 || KD Loss: 0.0284|| 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: 4 days, 15:11:36 || Estimated Time: 1 day, 5:02:13
2023-08-01 04:55:03,799 semantic_segmentation INFO: Iters: 118950/150000 || Lr: 0.004846 || Task Loss: 0.1367 || KD Loss: 0.0276|| 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: 4 days, 15:12:10 || Estimated Time: 1 day, 5:01:39
2023-08-01 04:55:37,329 semantic_segmentation INFO: Iters: 118960/150000 || Lr: 0.004845 || Task Loss: 0.1762 || KD Loss: 0.0410|| 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: 4 days, 15:12:44 || Estimated Time: 1 day, 5:01:05
2023-08-01 04:56:11,022 semantic_segmentation INFO: Iters: 118970/150000 || Lr: 0.004844 || Task Loss: 0.2164 || KD Loss: 0.0406|| 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: 4 days, 15:13:17 || Estimated Time: 1 day, 5:00:32
2023-08-01 04:56:44,539 semantic_segmentation INFO: Iters: 118980/150000 || Lr: 0.004842 || Task Loss: 0.1538 || KD Loss: 0.0260|| 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: 4 days, 15:13:51 || Estimated Time: 1 day, 4:59:58
2023-08-01 04:57:18,203 semantic_segmentation INFO: Iters: 118990/150000 || Lr: 0.004841 || Task Loss: 0.2133 || KD Loss: 0.0434|| 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 days, 15:14:25 || Estimated Time: 1 day, 4:59:24
2023-08-01 04:57:51,763 semantic_segmentation INFO: Iters: 119000/150000 || Lr: 0.004839 || Task Loss: 0.1872 || KD Loss: 0.0351|| 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: 4 days, 15:14:58 || Estimated Time: 1 day, 4:58:51
2023-08-01 04:58:25,356 semantic_segmentation INFO: Iters: 119010/150000 || Lr: 0.004838 || Task Loss: 0.1763 || KD Loss: 0.0391|| 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: 4 days, 15:15:32 || Estimated Time: 1 day, 4:58:17
2023-08-01 04:58:58,955 semantic_segmentation INFO: Iters: 119020/150000 || Lr: 0.004837 || Task Loss: 0.1890 || KD Loss: 0.0526|| 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: 4 days, 15:16:05 || Estimated Time: 1 day, 4:57:43
2023-08-01 04:59:32,558 semantic_segmentation INFO: Iters: 119030/150000 || Lr: 0.004835 || Task Loss: 0.2145 || KD Loss: 0.0536|| 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: 4 days, 15:16:39 || Estimated Time: 1 day, 4:57:10
2023-08-01 05:00:06,173 semantic_segmentation INFO: Iters: 119040/150000 || Lr: 0.004834 || Task Loss: 0.1530 || KD Loss: 0.0284|| 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: 4 days, 15:17:13 || Estimated Time: 1 day, 4:56:36
2023-08-01 05:00:39,744 semantic_segmentation INFO: Iters: 119050/150000 || Lr: 0.004832 || Task Loss: 0.1861 || KD Loss: 0.0317|| 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: 4 days, 15:17:46 || Estimated Time: 1 day, 4:56:02
2023-08-01 05:01:13,305 semantic_segmentation INFO: Iters: 119060/150000 || Lr: 0.004831 || Task Loss: 0.1751 || KD Loss: 0.0336|| 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: 4 days, 15:18:20 || Estimated Time: 1 day, 4:55:29
2023-08-01 05:01:47,010 semantic_segmentation INFO: Iters: 119070/150000 || Lr: 0.004830 || Task Loss: 0.1267 || KD Loss: 0.0288|| 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: 4 days, 15:18:53 || Estimated Time: 1 day, 4:54:55
2023-08-01 05:02:21,121 semantic_segmentation INFO: Iters: 119080/150000 || Lr: 0.004828 || Task Loss: 0.1627 || KD Loss: 0.0579|| 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: 4 days, 15:19:27 || Estimated Time: 1 day, 4:54:22
2023-08-01 05:02:55,139 semantic_segmentation INFO: Iters: 119090/150000 || Lr: 0.004827 || Task Loss: 0.1540 || KD Loss: 0.0300|| 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: 4 days, 15:20:01 || Estimated Time: 1 day, 4:53:48
2023-08-01 05:03:28,453 semantic_segmentation INFO: Iters: 119100/150000 || Lr: 0.004825 || Task Loss: 0.2258 || KD Loss: 0.0581|| 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 days, 15:20:35 || Estimated Time: 1 day, 4:53:14
2023-08-01 05:04:01,303 semantic_segmentation INFO: Iters: 119110/150000 || Lr: 0.004824 || Task Loss: 0.1849 || KD Loss: 0.0631|| 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: 4 days, 15:21:08 || Estimated Time: 1 day, 4:52:40
2023-08-01 05:04:33,576 semantic_segmentation INFO: Iters: 119120/150000 || Lr: 0.004822 || Task Loss: 0.1257 || KD Loss: 0.0277|| 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: 4 days, 15:21:40 || Estimated Time: 1 day, 4:52:06
2023-08-01 05:05:05,628 semantic_segmentation INFO: Iters: 119130/150000 || Lr: 0.004821 || Task Loss: 0.1961 || KD Loss: 0.0406|| 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: 4 days, 15:22:12 || Estimated Time: 1 day, 4:51:32
2023-08-01 05:05:37,460 semantic_segmentation INFO: Iters: 119140/150000 || Lr: 0.004820 || Task Loss: 0.2316 || KD Loss: 0.0488|| 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: 4 days, 15:22:44 || Estimated Time: 1 day, 4:50:58
2023-08-01 05:06:09,177 semantic_segmentation INFO: Iters: 119150/150000 || Lr: 0.004818 || Task Loss: 0.2972 || KD Loss: 0.0504|| 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: 4 days, 15:23:16 || Estimated Time: 1 day, 4:50:24
2023-08-01 05:06:40,733 semantic_segmentation INFO: Iters: 119160/150000 || Lr: 0.004817 || Task Loss: 0.1685 || KD Loss: 0.0395|| 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: 4 days, 15:23:47 || Estimated Time: 1 day, 4:49:50
2023-08-01 05:07:12,232 semantic_segmentation INFO: Iters: 119170/150000 || Lr: 0.004815 || Task Loss: 0.1995 || KD Loss: 0.0376|| 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: 4 days, 15:24:19 || Estimated Time: 1 day, 4:49:16
2023-08-01 05:07:43,668 semantic_segmentation INFO: Iters: 119180/150000 || Lr: 0.004814 || Task Loss: 0.1832 || KD Loss: 0.0348|| 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: 4 days, 15:24:50 || Estimated Time: 1 day, 4:48:41
2023-08-01 05:08:15,092 semantic_segmentation INFO: Iters: 119190/150000 || Lr: 0.004813 || Task Loss: 0.1406 || KD Loss: 0.0344|| 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: 4 days, 15:25:21 || Estimated Time: 1 day, 4:48:07
2023-08-01 05:08:46,485 semantic_segmentation INFO: Iters: 119200/150000 || Lr: 0.004811 || Task Loss: 0.3267 || KD Loss: 0.0575|| 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: 4 days, 15:25:53 || Estimated Time: 1 day, 4:47:33
2023-08-01 05:08:46,553 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-01 05:08:47,378 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.960, mIoU: 0.404
2023-08-01 05:08:47,499 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.972, mIoU: 0.511
2023-08-01 05:08:47,603 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.973, mIoU: 0.519
2023-08-01 05:08:47,706 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.971, mIoU: 0.545
2023-08-01 05:08:47,809 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.559
2023-08-01 05:08:47,913 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.973, mIoU: 0.562
2023-08-01 05:08:48,017 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.592
2023-08-01 05:08:48,122 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.630
2023-08-01 05:08:48,224 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.971, mIoU: 0.668
2023-08-01 05:08:48,326 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.718
2023-08-01 05:08:48,429 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.722
2023-08-01 05:08:48,532 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.749
2023-08-01 05:08:48,635 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.752
2023-08-01 05:08:48,738 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.736
2023-08-01 05:08:48,842 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.737
2023-08-01 05:08:48,947 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.727
2023-08-01 05:08:49,053 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.728
2023-08-01 05:08:49,160 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.956, mIoU: 0.727
2023-08-01 05:08:49,266 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.736
2023-08-01 05:08:49,371 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-01 05:08:49,476 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-01 05:08:49,582 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.946, mIoU: 0.721
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2023-08-01 05:08:49,789 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.945, mIoU: 0.729
2023-08-01 05:08:49,896 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.942, mIoU: 0.741
2023-08-01 05:08:50,001 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.943, mIoU: 0.744
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2023-08-01 05:08:56,914 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.942, mIoU: 0.754
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2023-08-01 05:09:30,414 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-01 05:09:30,519 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-01 05:09:30,625 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-01 05:09:30,727 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-01 05:09:30,834 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-01 05:09:30,945 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-01 05:09:31,051 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-01 05:09:31,158 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-01 05:09:31,265 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-01 05:09:31,372 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-01 05:09:31,479 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-01 05:09:31,584 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-01 05:09:31,690 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-01 05:09:31,795 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.950, mIoU: 0.747
2023-08-01 05:09:31,904 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-01 05:09:32,011 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-01 05:09:32,118 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-01 05:09:32,227 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-01 05:09:32,335 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-01 05:09:32,444 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-01 05:09:32,552 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-01 05:09:32,660 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-01 05:09:32,764 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-01 05:09:32,867 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-01 05:09:32,972 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-01 05:09:33,076 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-01 05:09:33,181 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-01 05:09:33,287 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-01 05:09:33,396 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-01 05:09:33,507 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-01 05:09:33,615 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-01 05:09:33,719 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-01 05:09:33,827 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-01 05:09:33,932 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-01 05:09:34,037 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-01 05:09:34,143 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-01 05:09:34,248 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-01 05:09:34,354 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-01 05:09:34,459 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-01 05:09:34,575 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-01 05:09:34,683 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-01 05:09:34,790 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-01 05:09:34,897 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-01 05:09:35,002 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-01 05:09:35,109 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-01 05:09:35,211 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-01 05:09:35,317 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-01 05:09:35,421 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-01 05:09:35,525 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-01 05:09:35,630 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-01 05:09:35,735 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-01 05:09:35,835 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-01 05:09:35,940 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-01 05:09:36,045 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-01 05:09:36,151 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-01 05:09:36,254 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-01 05:09:36,357 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-01 05:09:36,461 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-01 05:09:36,566 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.952, mIoU: 0.751
2023-08-01 05:09:36,671 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-01 05:09:36,776 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-01 05:09:36,881 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-01 05:09:36,990 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-01 05:09:37,101 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-01 05:09:37,207 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-01 05:09:37,312 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-01 05:09:37,414 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-01 05:09:37,522 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-01 05:09:37,633 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-01 05:09:37,740 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 05:09:37,845 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 05:09:37,951 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 05:09:38,061 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-01 05:09:38,169 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-01 05:09:38,275 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-01 05:09:38,381 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-01 05:09:38,484 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-01 05:09:38,588 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 05:09:38,691 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 05:09:38,793 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 05:09:38,896 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 05:09:38,998 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 05:09:39,101 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 05:09:39,203 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 05:09:39,305 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 05:09:39,407 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 05:09:39,509 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 05:09:39,615 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 05:09:39,718 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 05:09:39,820 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-01 05:09:39,923 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-01 05:09:40,025 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-01 05:10:11,639 semantic_segmentation INFO: Iters: 119210/150000 || Lr: 0.004810 || Task Loss: 0.2618 || KD Loss: 0.0538|| 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: 4 days, 15:27:18 || Estimated Time: 1 day, 4:47:13
2023-08-01 05:10:42,860 semantic_segmentation INFO: Iters: 119220/150000 || Lr: 0.004808 || Task Loss: 0.1997 || KD Loss: 0.0499|| 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: 4 days, 15:27:49 || Estimated Time: 1 day, 4:46:38
2023-08-01 05:11:14,078 semantic_segmentation INFO: Iters: 119230/150000 || Lr: 0.004807 || Task Loss: 0.1762 || KD Loss: 0.0390|| 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: 4 days, 15:28:20 || Estimated Time: 1 day, 4:46:04
2023-08-01 05:11:45,268 semantic_segmentation INFO: Iters: 119240/150000 || Lr: 0.004806 || Task Loss: 0.1621 || KD Loss: 0.0316|| 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: 4 days, 15:28:52 || Estimated Time: 1 day, 4:45:30
2023-08-01 05:12:16,425 semantic_segmentation INFO: Iters: 119250/150000 || Lr: 0.004804 || Task Loss: 0.1250 || KD Loss: 0.0296|| 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: 4 days, 15:29:23 || Estimated Time: 1 day, 4:44:55
2023-08-01 05:12:47,624 semantic_segmentation INFO: Iters: 119260/150000 || Lr: 0.004803 || Task Loss: 0.1726 || KD Loss: 0.0273|| 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: 4 days, 15:29:54 || Estimated Time: 1 day, 4:44:21
2023-08-01 05:13:18,730 semantic_segmentation INFO: Iters: 119270/150000 || Lr: 0.004801 || Task Loss: 0.2051 || KD Loss: 0.0426|| 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: 4 days, 15:30:25 || Estimated Time: 1 day, 4:43:47
2023-08-01 05:13:49,937 semantic_segmentation INFO: Iters: 119280/150000 || Lr: 0.004800 || Task Loss: 0.1933 || KD Loss: 0.0345|| 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: 4 days, 15:30:56 || Estimated Time: 1 day, 4:43:13
2023-08-01 05:14:21,109 semantic_segmentation INFO: Iters: 119290/150000 || Lr: 0.004799 || Task Loss: 0.2562 || KD Loss: 0.0443|| 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: 4 days, 15:31:27 || Estimated Time: 1 day, 4:42:38
2023-08-01 05:14:52,286 semantic_segmentation INFO: Iters: 119300/150000 || Lr: 0.004797 || Task Loss: 0.2050 || KD Loss: 0.0876|| 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: 4 days, 15:31:59 || Estimated Time: 1 day, 4:42:04
2023-08-01 05:15:23,478 semantic_segmentation INFO: Iters: 119310/150000 || Lr: 0.004796 || Task Loss: 0.1682 || KD Loss: 0.0308|| 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: 4 days, 15:32:30 || Estimated Time: 1 day, 4:41:30
2023-08-01 05:15:54,621 semantic_segmentation INFO: Iters: 119320/150000 || Lr: 0.004794 || Task Loss: 0.1461 || KD Loss: 0.0365|| 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: 4 days, 15:33:01 || Estimated Time: 1 day, 4:40:55
2023-08-01 05:16:25,788 semantic_segmentation INFO: Iters: 119330/150000 || Lr: 0.004793 || Task Loss: 0.1501 || KD Loss: 0.0372|| 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: 4 days, 15:33:32 || Estimated Time: 1 day, 4:40:21
2023-08-01 05:16:56,946 semantic_segmentation INFO: Iters: 119340/150000 || Lr: 0.004792 || Task Loss: 0.1842 || KD Loss: 0.0288|| 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: 4 days, 15:34:03 || Estimated Time: 1 day, 4:39:47
2023-08-01 05:17:28,114 semantic_segmentation INFO: Iters: 119350/150000 || Lr: 0.004790 || Task Loss: 0.1850 || KD Loss: 0.0393|| 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: 4 days, 15:34:34 || Estimated Time: 1 day, 4:39:12
2023-08-01 05:17:59,236 semantic_segmentation INFO: Iters: 119360/150000 || Lr: 0.004789 || Task Loss: 0.1731 || KD Loss: 0.0355|| 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: 4 days, 15:35:06 || Estimated Time: 1 day, 4:38:38
2023-08-01 05:18:30,362 semantic_segmentation INFO: Iters: 119370/150000 || Lr: 0.004787 || Task Loss: 0.1715 || KD Loss: 0.0283|| 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: 4 days, 15:35:37 || Estimated Time: 1 day, 4:38:04
2023-08-01 05:19:01,480 semantic_segmentation INFO: Iters: 119380/150000 || Lr: 0.004786 || Task Loss: 0.1753 || KD Loss: 0.0572|| 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: 4 days, 15:36:08 || Estimated Time: 1 day, 4:37:30
2023-08-01 05:19:32,545 semantic_segmentation INFO: Iters: 119390/150000 || Lr: 0.004785 || Task Loss: 0.1205 || KD Loss: 0.0260|| 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: 4 days, 15:36:39 || Estimated Time: 1 day, 4:36:55
2023-08-01 05:20:03,685 semantic_segmentation INFO: Iters: 119400/150000 || Lr: 0.004783 || Task Loss: 0.1743 || KD Loss: 0.0247|| 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: 4 days, 15:37:10 || Estimated Time: 1 day, 4:36:21
2023-08-01 05:20:34,743 semantic_segmentation INFO: Iters: 119410/150000 || Lr: 0.004782 || Task Loss: 0.1723 || KD Loss: 0.0385|| 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: 4 days, 15:37:41 || Estimated Time: 1 day, 4:35:47
2023-08-01 05:21:05,835 semantic_segmentation INFO: Iters: 119420/150000 || Lr: 0.004780 || Task Loss: 0.1706 || KD Loss: 0.0507|| 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: 4 days, 15:38:12 || Estimated Time: 1 day, 4:35:12
2023-08-01 05:21:36,909 semantic_segmentation INFO: Iters: 119430/150000 || Lr: 0.004779 || Task Loss: 0.1407 || KD Loss: 0.0503|| 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: 4 days, 15:38:43 || Estimated Time: 1 day, 4:34:38
2023-08-01 05:22:08,007 semantic_segmentation INFO: Iters: 119440/150000 || Lr: 0.004777 || Task Loss: 0.1522 || KD Loss: 0.0239|| 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: 4 days, 15:39:14 || Estimated Time: 1 day, 4:34:04
2023-08-01 05:22:39,102 semantic_segmentation INFO: Iters: 119450/150000 || Lr: 0.004776 || Task Loss: 0.1782 || KD Loss: 0.0371|| 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: 4 days, 15:39:45 || Estimated Time: 1 day, 4:33:29
2023-08-01 05:23:10,182 semantic_segmentation INFO: Iters: 119460/150000 || Lr: 0.004775 || Task Loss: 0.1575 || KD Loss: 0.0251|| 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: 4 days, 15:40:17 || Estimated Time: 1 day, 4:32:55
2023-08-01 05:23:41,289 semantic_segmentation INFO: Iters: 119470/150000 || Lr: 0.004773 || Task Loss: 0.1339 || KD Loss: 0.0316|| 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: 4 days, 15:40:48 || Estimated Time: 1 day, 4:32:21
2023-08-01 05:24:12,386 semantic_segmentation INFO: Iters: 119480/150000 || Lr: 0.004772 || Task Loss: 0.1456 || KD Loss: 0.0277|| 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: 4 days, 15:41:19 || Estimated Time: 1 day, 4:31:46
2023-08-01 05:24:43,485 semantic_segmentation INFO: Iters: 119490/150000 || Lr: 0.004770 || Task Loss: 0.2239 || KD Loss: 0.0477|| 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: 4 days, 15:41:50 || Estimated Time: 1 day, 4:31:12
2023-08-01 05:25:14,598 semantic_segmentation INFO: Iters: 119500/150000 || Lr: 0.004769 || Task Loss: 0.1709 || KD Loss: 0.0336|| 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: 4 days, 15:42:21 || Estimated Time: 1 day, 4:30:38
2023-08-01 05:25:45,709 semantic_segmentation INFO: Iters: 119510/150000 || Lr: 0.004768 || Task Loss: 0.1670 || KD Loss: 0.0419|| 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: 4 days, 15:42:52 || Estimated Time: 1 day, 4:30:04
2023-08-01 05:26:16,801 semantic_segmentation INFO: Iters: 119520/150000 || Lr: 0.004766 || Task Loss: 0.1559 || KD Loss: 0.0519|| 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: 4 days, 15:43:23 || Estimated Time: 1 day, 4:29:29
2023-08-01 05:26:47,921 semantic_segmentation INFO: Iters: 119530/150000 || Lr: 0.004765 || Task Loss: 0.1822 || KD Loss: 0.0427|| 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: 4 days, 15:43:54 || Estimated Time: 1 day, 4:28:55
2023-08-01 05:27:18,990 semantic_segmentation INFO: Iters: 119540/150000 || Lr: 0.004763 || Task Loss: 0.1931 || KD Loss: 0.0421|| 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: 4 days, 15:44:25 || Estimated Time: 1 day, 4:28:21
2023-08-01 05:27:50,089 semantic_segmentation INFO: Iters: 119550/150000 || Lr: 0.004762 || Task Loss: 0.1776 || KD Loss: 0.0426|| 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: 4 days, 15:44:56 || Estimated Time: 1 day, 4:27:46
2023-08-01 05:28:21,228 semantic_segmentation INFO: Iters: 119560/150000 || Lr: 0.004761 || Task Loss: 0.1641 || KD Loss: 0.0362|| 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: 4 days, 15:45:28 || Estimated Time: 1 day, 4:27:12
2023-08-01 05:28:52,299 semantic_segmentation INFO: Iters: 119570/150000 || Lr: 0.004759 || Task Loss: 0.1638 || KD Loss: 0.0290|| 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: 4 days, 15:45:59 || Estimated Time: 1 day, 4:26:38
2023-08-01 05:29:23,377 semantic_segmentation INFO: Iters: 119580/150000 || Lr: 0.004758 || Task Loss: 0.1376 || KD Loss: 0.0359|| 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: 4 days, 15:46:30 || Estimated Time: 1 day, 4:26:03
2023-08-01 05:29:54,491 semantic_segmentation INFO: Iters: 119590/150000 || Lr: 0.004756 || Task Loss: 0.1994 || KD Loss: 0.0506|| 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: 4 days, 15:47:01 || Estimated Time: 1 day, 4:25:29
2023-08-01 05:30:25,549 semantic_segmentation INFO: Iters: 119600/150000 || Lr: 0.004755 || Task Loss: 0.1547 || KD Loss: 0.0290|| 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: 4 days, 15:47:32 || Estimated Time: 1 day, 4:24:55
2023-08-01 05:30:56,623 semantic_segmentation INFO: Iters: 119610/150000 || Lr: 0.004754 || Task Loss: 0.2760 || KD Loss: 0.0928|| 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: 4 days, 15:48:03 || Estimated Time: 1 day, 4:24:21
2023-08-01 05:31:27,668 semantic_segmentation INFO: Iters: 119620/150000 || Lr: 0.004752 || Task Loss: 0.5364 || KD Loss: 0.3509|| 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: 4 days, 15:48:34 || Estimated Time: 1 day, 4:23:46
2023-08-01 05:31:58,705 semantic_segmentation INFO: Iters: 119630/150000 || Lr: 0.004751 || Task Loss: 0.2172 || KD Loss: 0.0574|| 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: 4 days, 15:49:05 || Estimated Time: 1 day, 4:23:12
2023-08-01 05:32:29,785 semantic_segmentation INFO: Iters: 119640/150000 || Lr: 0.004749 || Task Loss: 0.3528 || KD Loss: 0.1388|| 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: 4 days, 15:49:36 || Estimated Time: 1 day, 4:22:38
2023-08-01 05:33:00,845 semantic_segmentation INFO: Iters: 119650/150000 || Lr: 0.004748 || Task Loss: 0.3315 || KD Loss: 0.0766|| 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: 4 days, 15:50:07 || Estimated Time: 1 day, 4:22:03
2023-08-01 05:33:31,891 semantic_segmentation INFO: Iters: 119660/150000 || Lr: 0.004747 || Task Loss: 0.4294 || KD Loss: 0.2111|| 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: 4 days, 15:50:38 || Estimated Time: 1 day, 4:21:29
2023-08-01 05:34:02,993 semantic_segmentation INFO: Iters: 119670/150000 || Lr: 0.004745 || Task Loss: 0.2070 || KD Loss: 0.0670|| 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: 4 days, 15:51:09 || Estimated Time: 1 day, 4:20:55
2023-08-01 05:34:34,038 semantic_segmentation INFO: Iters: 119680/150000 || Lr: 0.004744 || Task Loss: 0.2030 || KD Loss: 0.0520|| 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: 4 days, 15:51:40 || Estimated Time: 1 day, 4:20:20
2023-08-01 05:35:05,080 semantic_segmentation INFO: Iters: 119690/150000 || Lr: 0.004742 || Task Loss: 0.2358 || KD Loss: 0.0573|| 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: 4 days, 15:52:11 || Estimated Time: 1 day, 4:19:46
2023-08-01 05:35:36,143 semantic_segmentation INFO: Iters: 119700/150000 || Lr: 0.004741 || Task Loss: 0.1512 || KD Loss: 0.0502|| 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: 4 days, 15:52:42 || Estimated Time: 1 day, 4:19:12
2023-08-01 05:36:07,247 semantic_segmentation INFO: Iters: 119710/150000 || Lr: 0.004739 || Task Loss: 0.1555 || KD Loss: 0.0325|| 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: 4 days, 15:53:14 || Estimated Time: 1 day, 4:18:37
2023-08-01 05:36:38,328 semantic_segmentation INFO: Iters: 119720/150000 || Lr: 0.004738 || Task Loss: 0.1630 || KD Loss: 0.0357|| 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: 4 days, 15:53:45 || Estimated Time: 1 day, 4:18:03
2023-08-01 05:37:09,462 semantic_segmentation INFO: Iters: 119730/150000 || Lr: 0.004737 || Task Loss: 0.1398 || KD Loss: 0.0381|| 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: 4 days, 15:54:16 || Estimated Time: 1 day, 4:17:29
2023-08-01 05:37:40,501 semantic_segmentation INFO: Iters: 119740/150000 || Lr: 0.004735 || Task Loss: 0.2057 || KD Loss: 0.0448|| 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: 4 days, 15:54:47 || Estimated Time: 1 day, 4:16:55
2023-08-01 05:38:11,601 semantic_segmentation INFO: Iters: 119750/150000 || Lr: 0.004734 || Task Loss: 0.1446 || KD Loss: 0.0287|| 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: 4 days, 15:55:18 || Estimated Time: 1 day, 4:16:20
2023-08-01 05:38:42,640 semantic_segmentation INFO: Iters: 119760/150000 || Lr: 0.004732 || Task Loss: 0.1445 || KD Loss: 0.0312|| 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: 4 days, 15:55:49 || Estimated Time: 1 day, 4:15:46
2023-08-01 05:39:13,713 semantic_segmentation INFO: Iters: 119770/150000 || Lr: 0.004731 || Task Loss: 0.1630 || KD Loss: 0.0306|| 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: 4 days, 15:56:20 || Estimated Time: 1 day, 4:15:12
2023-08-01 05:39:44,815 semantic_segmentation INFO: Iters: 119780/150000 || Lr: 0.004730 || Task Loss: 0.2188 || KD Loss: 0.0507|| 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: 4 days, 15:56:51 || Estimated Time: 1 day, 4:14:37
2023-08-01 05:40:15,901 semantic_segmentation INFO: Iters: 119790/150000 || Lr: 0.004728 || Task Loss: 0.2007 || KD Loss: 0.0574|| 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: 4 days, 15:57:22 || Estimated Time: 1 day, 4:14:03
2023-08-01 05:40:46,932 semantic_segmentation INFO: Iters: 119800/150000 || Lr: 0.004727 || Task Loss: 0.1640 || KD Loss: 0.0593|| 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 days, 15:57:53 || Estimated Time: 1 day, 4:13:29
2023-08-01 05:41:18,008 semantic_segmentation INFO: Iters: 119810/150000 || Lr: 0.004725 || Task Loss: 0.2395 || KD Loss: 0.0578|| 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: 4 days, 15:58:24 || Estimated Time: 1 day, 4:12:55
2023-08-01 05:41:49,092 semantic_segmentation INFO: Iters: 119820/150000 || Lr: 0.004724 || Task Loss: 0.2422 || KD Loss: 0.0471|| 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: 4 days, 15:58:55 || Estimated Time: 1 day, 4:12:20
2023-08-01 05:42:20,148 semantic_segmentation INFO: Iters: 119830/150000 || Lr: 0.004723 || Task Loss: 0.1850 || KD Loss: 0.0418|| 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: 4 days, 15:59:27 || Estimated Time: 1 day, 4:11:46
2023-08-01 05:42:51,199 semantic_segmentation INFO: Iters: 119840/150000 || Lr: 0.004721 || Task Loss: 0.1507 || KD Loss: 0.0335|| 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: 4 days, 15:59:58 || Estimated Time: 1 day, 4:11:12
2023-08-01 05:43:22,285 semantic_segmentation INFO: Iters: 119850/150000 || Lr: 0.004720 || Task Loss: 0.2207 || KD Loss: 0.0352|| 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: 4 days, 16:00:29 || Estimated Time: 1 day, 4:10:37
2023-08-01 05:43:53,373 semantic_segmentation INFO: Iters: 119860/150000 || Lr: 0.004718 || Task Loss: 0.1906 || KD Loss: 0.0413|| 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: 4 days, 16:01:00 || Estimated Time: 1 day, 4:10:03
2023-08-01 05:44:24,408 semantic_segmentation INFO: Iters: 119870/150000 || Lr: 0.004717 || Task Loss: 0.1924 || KD Loss: 0.0427|| 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: 4 days, 16:01:31 || Estimated Time: 1 day, 4:09:29
2023-08-01 05:44:55,460 semantic_segmentation INFO: Iters: 119880/150000 || Lr: 0.004716 || Task Loss: 0.1680 || KD Loss: 0.0353|| 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: 4 days, 16:02:02 || Estimated Time: 1 day, 4:08:54
2023-08-01 05:45:26,533 semantic_segmentation INFO: Iters: 119890/150000 || Lr: 0.004714 || Task Loss: 0.1869 || KD Loss: 0.0457|| 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: 4 days, 16:02:33 || Estimated Time: 1 day, 4:08:20
2023-08-01 05:45:57,583 semantic_segmentation INFO: Iters: 119900/150000 || Lr: 0.004713 || Task Loss: 0.1826 || KD Loss: 0.0415|| 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: 4 days, 16:03:04 || Estimated Time: 1 day, 4:07:46
2023-08-01 05:46:28,649 semantic_segmentation INFO: Iters: 119910/150000 || Lr: 0.004711 || Task Loss: 0.1769 || KD Loss: 0.0337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4 days, 16:03:35 || Estimated Time: 1 day, 4:07:12
2023-08-01 05:46:59,740 semantic_segmentation INFO: Iters: 119920/150000 || Lr: 0.004710 || Task Loss: 0.1936 || KD Loss: 0.0399|| 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: 4 days, 16:04:06 || Estimated Time: 1 day, 4:06:37
2023-08-01 05:47:30,787 semantic_segmentation INFO: Iters: 119930/150000 || Lr: 0.004708 || Task Loss: 0.1947 || KD Loss: 0.0293|| 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: 4 days, 16:04:37 || Estimated Time: 1 day, 4:06:03
2023-08-01 05:48:01,919 semantic_segmentation INFO: Iters: 119940/150000 || Lr: 0.004707 || Task Loss: 0.1252 || KD Loss: 0.0319|| 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: 4 days, 16:05:08 || Estimated Time: 1 day, 4:05:29
2023-08-01 05:48:32,972 semantic_segmentation INFO: Iters: 119950/150000 || Lr: 0.004706 || Task Loss: 0.1869 || KD Loss: 0.0498|| 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: 4 days, 16:05:39 || Estimated Time: 1 day, 4:04:54
2023-08-01 05:49:04,057 semantic_segmentation INFO: Iters: 119960/150000 || Lr: 0.004704 || Task Loss: 0.2275 || KD Loss: 0.0555|| 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: 4 days, 16:06:10 || Estimated Time: 1 day, 4:04:20
2023-08-01 05:49:35,104 semantic_segmentation INFO: Iters: 119970/150000 || Lr: 0.004703 || Task Loss: 0.1871 || KD Loss: 0.0611|| 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: 4 days, 16:06:41 || Estimated Time: 1 day, 4:03:46
2023-08-01 05:50:06,173 semantic_segmentation INFO: Iters: 119980/150000 || Lr: 0.004701 || Task Loss: 0.1345 || KD Loss: 0.0276|| 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: 4 days, 16:07:13 || Estimated Time: 1 day, 4:03:12
2023-08-01 05:50:37,256 semantic_segmentation INFO: Iters: 119990/150000 || Lr: 0.004700 || Task Loss: 0.1589 || KD Loss: 0.0297|| 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: 4 days, 16:07:44 || Estimated Time: 1 day, 4:02:37
2023-08-01 05:51:08,294 semantic_segmentation INFO: Iters: 120000/150000 || Lr: 0.004699 || Task Loss: 0.2157 || KD Loss: 0.0283|| 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: 4 days, 16:08:15 || Estimated Time: 1 day, 4:02:03
2023-08-01 05:51:08,359 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-01 05:51:09,251 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.408
2023-08-01 05:51:09,355 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.977, mIoU: 0.514
2023-08-01 05:51:09,459 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.976, mIoU: 0.526
2023-08-01 05:51:09,563 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.548
2023-08-01 05:51:09,668 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.547
2023-08-01 05:51:09,772 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.551
2023-08-01 05:51:09,878 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.589
2023-08-01 05:51:09,980 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.974, mIoU: 0.633
2023-08-01 05:51:10,086 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.660
2023-08-01 05:51:10,188 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.709
2023-08-01 05:51:10,291 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.970, mIoU: 0.719
2023-08-01 05:51:10,396 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.737
2023-08-01 05:51:10,501 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.741
2023-08-01 05:51:10,604 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.964, mIoU: 0.728
2023-08-01 05:51:10,708 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.730
2023-08-01 05:51:10,811 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.718
2023-08-01 05:51:10,917 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.717
2023-08-01 05:51:11,021 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.718
2023-08-01 05:51:11,133 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.957, mIoU: 0.723
2023-08-01 05:51:11,236 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.730
2023-08-01 05:51:11,341 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.729
2023-08-01 05:51:11,448 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.948, mIoU: 0.694
2023-08-01 05:51:11,556 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.692
2023-08-01 05:51:11,661 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.703
2023-08-01 05:51:11,766 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.718
2023-08-01 05:51:11,872 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.719
2023-08-01 05:51:11,977 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.704
2023-08-01 05:51:12,080 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.946, mIoU: 0.701
2023-08-01 05:51:12,184 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.946, mIoU: 0.711
2023-08-01 05:51:12,287 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.946, mIoU: 0.715
2023-08-01 05:51:12,391 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.947, mIoU: 0.715
2023-08-01 05:51:12,494 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.946, mIoU: 0.712
2023-08-01 05:51:12,596 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.947, mIoU: 0.713
2023-08-01 05:51:12,698 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.947, mIoU: 0.710
2023-08-01 05:51:12,802 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.947, mIoU: 0.712
2023-08-01 05:51:12,907 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.947, mIoU: 0.711
2023-08-01 05:51:13,009 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.947, mIoU: 0.708
2023-08-01 05:51:13,112 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.946, mIoU: 0.706
2023-08-01 05:51:13,214 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.945, mIoU: 0.698
2023-08-01 05:51:13,316 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-01 05:51:13,420 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.946, mIoU: 0.699
2023-08-01 05:51:13,524 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.947, mIoU: 0.699
2023-08-01 05:51:13,626 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.947, mIoU: 0.700
2023-08-01 05:51:13,730 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.948, mIoU: 0.701
2023-08-01 05:51:13,833 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.948, mIoU: 0.701
2023-08-01 05:51:13,937 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.949, mIoU: 0.700
2023-08-01 05:51:14,039 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.949, mIoU: 0.701
2023-08-01 05:51:14,143 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.949, mIoU: 0.699
2023-08-01 05:51:14,246 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.950, mIoU: 0.702
2023-08-01 05:51:14,348 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.949, mIoU: 0.704
2023-08-01 05:51:14,451 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.949, mIoU: 0.704
2023-08-01 05:51:14,555 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.949, mIoU: 0.705
2023-08-01 05:51:14,657 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.949, mIoU: 0.707
2023-08-01 05:51:14,761 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.948, mIoU: 0.709
2023-08-01 05:51:14,863 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.948, mIoU: 0.709
2023-08-01 05:51:14,968 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.948, mIoU: 0.711
2023-08-01 05:51:15,071 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.948, mIoU: 0.712
2023-08-01 05:51:15,177 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.948, mIoU: 0.718
2023-08-01 05:51:15,283 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.948, mIoU: 0.717
2023-08-01 05:51:15,394 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.947, mIoU: 0.714
2023-08-01 05:51:15,498 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.947, mIoU: 0.718
2023-08-01 05:51:15,601 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.948, mIoU: 0.719
2023-08-01 05:51:15,707 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.947, mIoU: 0.718
2023-08-01 05:51:15,813 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-01 05:51:15,919 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.948, mIoU: 0.723
2023-08-01 05:51:16,022 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-01 05:51:16,127 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.946, mIoU: 0.722
2023-08-01 05:51:16,237 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.946, mIoU: 0.723
2023-08-01 05:51:16,341 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.946, mIoU: 0.722
2023-08-01 05:51:16,446 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-01 05:51:16,552 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-01 05:51:16,658 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-01 05:51:16,764 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-01 05:51:16,869 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.948, mIoU: 0.721
2023-08-01 05:51:16,976 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-01 05:51:17,083 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-01 05:51:17,190 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-01 05:51:17,296 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-01 05:51:17,402 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.947, mIoU: 0.720
2023-08-01 05:51:17,508 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.947, mIoU: 0.721
2023-08-01 05:51:17,611 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.947, mIoU: 0.722
2023-08-01 05:51:17,713 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-01 05:51:17,815 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.947, mIoU: 0.723
2023-08-01 05:51:17,918 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.946, mIoU: 0.721
2023-08-01 05:51:18,021 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.944, mIoU: 0.716
2023-08-01 05:51:18,124 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.944, mIoU: 0.716
2023-08-01 05:51:18,230 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.944, mIoU: 0.716
2023-08-01 05:51:18,332 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.944, mIoU: 0.716
2023-08-01 05:51:18,437 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.944, mIoU: 0.716
2023-08-01 05:51:18,539 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.945, mIoU: 0.716
2023-08-01 05:51:18,641 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.945, mIoU: 0.717
2023-08-01 05:51:18,744 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.944, mIoU: 0.729
2023-08-01 05:51:18,847 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.945, mIoU: 0.729
2023-08-01 05:51:18,952 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.945, mIoU: 0.729
2023-08-01 05:51:19,055 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.945, mIoU: 0.729
2023-08-01 05:51:19,158 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.945, mIoU: 0.729
2023-08-01 05:51:19,264 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.945, mIoU: 0.728
2023-08-01 05:51:19,367 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.945, mIoU: 0.728
2023-08-01 05:51:19,470 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.944, mIoU: 0.726
2023-08-01 05:51:19,572 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.944, mIoU: 0.727
2023-08-01 05:51:19,674 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.943, mIoU: 0.726
2023-08-01 05:51:19,777 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.942, mIoU: 0.724
2023-08-01 05:51:19,879 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.942, mIoU: 0.724
2023-08-01 05:51:19,982 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.942, mIoU: 0.724
2023-08-01 05:51:20,084 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.943, mIoU: 0.724
2023-08-01 05:51:20,187 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.943, mIoU: 0.724
2023-08-01 05:51:20,293 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.943, mIoU: 0.724
2023-08-01 05:51:20,397 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.943, mIoU: 0.725
2023-08-01 05:51:20,499 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.943, mIoU: 0.725
2023-08-01 05:51:20,604 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.943, mIoU: 0.726
2023-08-01 05:51:20,708 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.943, mIoU: 0.726
2023-08-01 05:51:20,813 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.943, mIoU: 0.725
2023-08-01 05:51:20,921 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.943, mIoU: 0.725
2023-08-01 05:51:21,025 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.943, mIoU: 0.725
2023-08-01 05:51:21,129 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.943, mIoU: 0.725
2023-08-01 05:51:21,235 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.943, mIoU: 0.724
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2023-08-01 05:51:41,764 semantic_segmentation INFO: Sample: 311, Validation pixAcc: 0.947, mIoU: 0.718
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2023-08-01 05:51:41,966 semantic_segmentation INFO: Sample: 313, Validation pixAcc: 0.947, mIoU: 0.717
2023-08-01 05:51:42,067 semantic_segmentation INFO: Sample: 314, Validation pixAcc: 0.946, mIoU: 0.718
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2023-08-01 05:51:42,268 semantic_segmentation INFO: Sample: 316, Validation pixAcc: 0.946, mIoU: 0.716
2023-08-01 05:51:42,369 semantic_segmentation INFO: Sample: 317, Validation pixAcc: 0.946, mIoU: 0.716
2023-08-01 05:51:42,472 semantic_segmentation INFO: Sample: 318, Validation pixAcc: 0.946, mIoU: 0.716
2023-08-01 05:51:42,577 semantic_segmentation INFO: Sample: 319, Validation pixAcc: 0.946, mIoU: 0.716
2023-08-01 05:51:42,676 semantic_segmentation INFO: Sample: 320, Validation pixAcc: 0.946, mIoU: 0.715
2023-08-01 05:51:42,781 semantic_segmentation INFO: Sample: 321, Validation pixAcc: 0.946, mIoU: 0.715
2023-08-01 05:51:42,889 semantic_segmentation INFO: Sample: 322, Validation pixAcc: 0.945, mIoU: 0.716
2023-08-01 05:51:42,994 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.945, mIoU: 0.715
2023-08-01 05:51:43,102 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.945, mIoU: 0.715
2023-08-01 05:51:43,209 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.945, mIoU: 0.715
2023-08-01 05:51:43,316 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.945, mIoU: 0.716
2023-08-01 05:51:43,422 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.945, mIoU: 0.716
2023-08-01 05:51:43,527 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.945, mIoU: 0.716
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2023-08-01 05:51:43,737 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.946, mIoU: 0.717
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2023-08-01 05:51:43,946 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.946, mIoU: 0.717
2023-08-01 05:51:44,049 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.946, mIoU: 0.717
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2023-08-01 05:51:44,689 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.946, mIoU: 0.718
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2023-08-01 05:51:45,009 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.947, mIoU: 0.719
2023-08-01 05:51:45,114 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.947, mIoU: 0.719
2023-08-01 05:51:45,220 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.947, mIoU: 0.719
2023-08-01 05:51:45,324 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.947, mIoU: 0.719
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2023-08-01 05:51:45,866 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.947, mIoU: 0.720
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2023-08-01 05:51:46,702 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.948, mIoU: 0.720
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2023-08-01 05:51:46,911 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.948, mIoU: 0.721
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2023-08-01 05:51:47,865 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.948, mIoU: 0.722
2023-08-01 05:51:47,970 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.948, mIoU: 0.722
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2023-08-01 05:51:48,719 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.949, mIoU: 0.722
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2023-08-01 05:51:48,935 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.949, mIoU: 0.723
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2023-08-01 05:51:50,629 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-01 05:51:50,739 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-01 05:51:50,845 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-01 05:51:50,951 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-01 05:51:51,056 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.950, mIoU: 0.725
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2023-08-01 05:51:51,269 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.950, mIoU: 0.724
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2023-08-01 05:51:51,913 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-01 05:51:52,017 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-01 05:51:52,122 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-01 05:51:52,227 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-01 05:51:52,330 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.950, mIoU: 0.726
2023-08-01 05:51:52,434 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.950, mIoU: 0.726
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2023-08-01 05:51:52,642 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-01 05:51:52,749 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-01 05:51:52,852 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-01 05:51:52,957 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-01 05:51:53,062 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.951, mIoU: 0.726
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2023-08-01 05:51:54,766 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.952, mIoU: 0.727
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2023-08-01 05:51:54,979 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.952, mIoU: 0.727
2023-08-01 05:51:55,085 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-01 05:51:55,190 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-01 05:51:55,293 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-01 05:51:55,398 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-01 05:51:55,501 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-01 05:51:55,605 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-01 05:51:55,708 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-01 05:51:55,813 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-01 05:51:55,918 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.952, mIoU: 0.728
2023-08-01 05:51:56,021 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.952, mIoU: 0.728
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2023-08-01 05:51:57,164 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.952, mIoU: 0.729
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2023-08-01 05:51:57,804 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.953, mIoU: 0.730
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2023-08-01 05:51:58,329 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.952, mIoU: 0.729
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2023-08-01 05:51:58,540 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.952, mIoU: 0.729
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2023-08-01 05:51:59,594 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.953, mIoU: 0.730
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2023-08-01 05:52:00,012 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.953, mIoU: 0.730
2023-08-01 05:52:00,115 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.953, mIoU: 0.730
2023-08-01 05:52:00,217 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.953, mIoU: 0.730
2023-08-01 05:52:00,320 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-01 05:52:00,423 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-01 05:52:00,526 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-01 05:52:00,628 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-01 05:52:00,730 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-01 05:52:00,836 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-01 05:52:00,939 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-01 05:52:01,040 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-01 05:52:01,143 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-01 05:52:01,245 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-01 05:52:01,347 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-01 05:52:01,450 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-01 05:52:01,552 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-01 05:52:01,653 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-01 05:52:33,046 semantic_segmentation INFO: Iters: 120010/150000 || Lr: 0.004697 || Task Loss: 0.1545 || KD Loss: 0.0392|| 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: 4 days, 16:09:39 || Estimated Time: 1 day, 4:01:42
2023-08-01 05:53:04,105 semantic_segmentation INFO: Iters: 120020/150000 || Lr: 0.004696 || Task Loss: 0.2213 || KD Loss: 0.0492|| 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: 4 days, 16:10:10 || Estimated Time: 1 day, 4:01:08
2023-08-01 05:53:35,066 semantic_segmentation INFO: Iters: 120030/150000 || Lr: 0.004694 || Task Loss: 0.1503 || KD Loss: 0.0352|| 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: 4 days, 16:10:41 || Estimated Time: 1 day, 4:00:34
2023-08-01 05:54:06,137 semantic_segmentation INFO: Iters: 120040/150000 || Lr: 0.004693 || Task Loss: 0.1831 || KD Loss: 0.0545|| 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: 4 days, 16:11:12 || Estimated Time: 1 day, 3:59:59
2023-08-01 05:54:37,157 semantic_segmentation INFO: Iters: 120050/150000 || Lr: 0.004692 || Task Loss: 0.1764 || KD Loss: 0.0520|| 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: 4 days, 16:11:44 || Estimated Time: 1 day, 3:59:25
2023-08-01 05:55:08,183 semantic_segmentation INFO: Iters: 120060/150000 || Lr: 0.004690 || Task Loss: 0.1766 || KD Loss: 0.0362|| 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: 4 days, 16:12:15 || Estimated Time: 1 day, 3:58:51
2023-08-01 05:55:39,215 semantic_segmentation INFO: Iters: 120070/150000 || Lr: 0.004689 || Task Loss: 0.1660 || KD Loss: 0.0327|| 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: 4 days, 16:12:46 || Estimated Time: 1 day, 3:58:16
2023-08-01 05:56:10,260 semantic_segmentation INFO: Iters: 120080/150000 || Lr: 0.004687 || Task Loss: 0.1607 || KD Loss: 0.0344|| 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: 4 days, 16:13:17 || Estimated Time: 1 day, 3:57:42
2023-08-01 05:56:41,307 semantic_segmentation INFO: Iters: 120090/150000 || Lr: 0.004686 || Task Loss: 0.1631 || KD Loss: 0.0368|| 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: 4 days, 16:13:48 || Estimated Time: 1 day, 3:57:08
2023-08-01 05:57:12,391 semantic_segmentation INFO: Iters: 120100/150000 || Lr: 0.004685 || Task Loss: 0.1749 || KD Loss: 0.0406|| 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: 4 days, 16:14:19 || Estimated Time: 1 day, 3:56:33
2023-08-01 05:57:43,460 semantic_segmentation INFO: Iters: 120110/150000 || Lr: 0.004683 || Task Loss: 0.2228 || KD Loss: 0.0499|| 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: 4 days, 16:14:50 || Estimated Time: 1 day, 3:55:59
2023-08-01 05:58:14,532 semantic_segmentation INFO: Iters: 120120/150000 || Lr: 0.004682 || Task Loss: 0.2084 || KD Loss: 0.0617|| 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: 4 days, 16:15:21 || Estimated Time: 1 day, 3:55:25
2023-08-01 05:58:45,583 semantic_segmentation INFO: Iters: 120130/150000 || Lr: 0.004680 || Task Loss: 0.1671 || KD Loss: 0.0407|| 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: 4 days, 16:15:52 || Estimated Time: 1 day, 3:54:51
2023-08-01 05:59:16,657 semantic_segmentation INFO: Iters: 120140/150000 || Lr: 0.004679 || Task Loss: 0.1505 || KD Loss: 0.0500|| 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: 4 days, 16:16:23 || Estimated Time: 1 day, 3:54:16
2023-08-01 05:59:47,734 semantic_segmentation INFO: Iters: 120150/150000 || Lr: 0.004677 || Task Loss: 0.1635 || KD Loss: 0.0280|| 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: 4 days, 16:16:54 || Estimated Time: 1 day, 3:53:42
2023-08-01 06:00:18,803 semantic_segmentation INFO: Iters: 120160/150000 || Lr: 0.004676 || Task Loss: 0.1696 || KD Loss: 0.0374|| 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: 4 days, 16:17:25 || Estimated Time: 1 day, 3:53:08
2023-08-01 06:00:49,850 semantic_segmentation INFO: Iters: 120170/150000 || Lr: 0.004675 || Task Loss: 0.1506 || KD Loss: 0.0485|| 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: 4 days, 16:17:56 || Estimated Time: 1 day, 3:52:34
2023-08-01 06:01:20,929 semantic_segmentation INFO: Iters: 120180/150000 || Lr: 0.004673 || Task Loss: 0.1988 || KD Loss: 0.0384|| 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: 4 days, 16:18:27 || Estimated Time: 1 day, 3:51:59
2023-08-01 06:01:51,983 semantic_segmentation INFO: Iters: 120190/150000 || Lr: 0.004672 || Task Loss: 0.1769 || KD Loss: 0.0338|| 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: 4 days, 16:18:58 || Estimated Time: 1 day, 3:51:25
2023-08-01 06:02:23,033 semantic_segmentation INFO: Iters: 120200/150000 || Lr: 0.004670 || Task Loss: 0.2020 || KD Loss: 0.0319|| 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: 4 days, 16:19:29 || Estimated Time: 1 day, 3:50:51
2023-08-01 06:02:54,114 semantic_segmentation INFO: Iters: 120210/150000 || Lr: 0.004669 || Task Loss: 0.1050 || KD Loss: 0.0260|| 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: 4 days, 16:20:00 || Estimated Time: 1 day, 3:50:16
2023-08-01 06:03:25,217 semantic_segmentation INFO: Iters: 120220/150000 || Lr: 0.004668 || Task Loss: 0.2139 || KD Loss: 0.0423|| 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: 4 days, 16:20:32 || Estimated Time: 1 day, 3:49:42
2023-08-01 06:03:56,294 semantic_segmentation INFO: Iters: 120230/150000 || Lr: 0.004666 || Task Loss: 0.1993 || KD Loss: 0.0427|| 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: 4 days, 16:21:03 || Estimated Time: 1 day, 3:49:08
2023-08-01 06:04:27,343 semantic_segmentation INFO: Iters: 120240/150000 || Lr: 0.004665 || Task Loss: 0.2023 || KD Loss: 0.0358|| 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: 4 days, 16:21:34 || Estimated Time: 1 day, 3:48:34
2023-08-01 06:04:58,472 semantic_segmentation INFO: Iters: 120250/150000 || Lr: 0.004663 || Task Loss: 0.1579 || KD Loss: 0.0320|| 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: 4 days, 16:22:05 || Estimated Time: 1 day, 3:47:59
2023-08-01 06:05:29,562 semantic_segmentation INFO: Iters: 120260/150000 || Lr: 0.004662 || Task Loss: 0.1728 || KD Loss: 0.0329|| 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: 4 days, 16:22:36 || Estimated Time: 1 day, 3:47:25
2023-08-01 06:06:00,634 semantic_segmentation INFO: Iters: 120270/150000 || Lr: 0.004661 || Task Loss: 0.2226 || KD Loss: 0.0926|| 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: 4 days, 16:23:07 || Estimated Time: 1 day, 3:46:51
2023-08-01 06:06:31,747 semantic_segmentation INFO: Iters: 120280/150000 || Lr: 0.004659 || Task Loss: 0.1473 || KD Loss: 0.0315|| 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: 4 days, 16:23:38 || Estimated Time: 1 day, 3:46:16
2023-08-01 06:07:02,806 semantic_segmentation INFO: Iters: 120290/150000 || Lr: 0.004658 || Task Loss: 0.1698 || KD Loss: 0.0369|| 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: 4 days, 16:24:09 || Estimated Time: 1 day, 3:45:42
2023-08-01 06:07:33,865 semantic_segmentation INFO: Iters: 120300/150000 || Lr: 0.004656 || Task Loss: 0.1096 || KD Loss: 0.0297|| 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: 4 days, 16:24:40 || Estimated Time: 1 day, 3:45:08
2023-08-01 06:08:04,928 semantic_segmentation INFO: Iters: 120310/150000 || Lr: 0.004655 || Task Loss: 0.2049 || KD Loss: 0.0385|| 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: 4 days, 16:25:11 || Estimated Time: 1 day, 3:44:34
2023-08-01 06:08:36,013 semantic_segmentation INFO: Iters: 120320/150000 || Lr: 0.004653 || Task Loss: 0.1054 || KD Loss: 0.0229|| 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: 4 days, 16:25:42 || Estimated Time: 1 day, 3:43:59
2023-08-01 06:09:07,085 semantic_segmentation INFO: Iters: 120330/150000 || Lr: 0.004652 || Task Loss: 0.1531 || KD Loss: 0.0351|| 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: 4 days, 16:26:13 || Estimated Time: 1 day, 3:43:25
2023-08-01 06:09:38,173 semantic_segmentation INFO: Iters: 120340/150000 || Lr: 0.004651 || Task Loss: 0.1528 || KD Loss: 0.0305|| 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: 4 days, 16:26:45 || Estimated Time: 1 day, 3:42:51
2023-08-01 06:10:09,175 semantic_segmentation INFO: Iters: 120350/150000 || Lr: 0.004649 || Task Loss: 0.1832 || KD Loss: 0.0342|| 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: 4 days, 16:27:16 || Estimated Time: 1 day, 3:42:17
2023-08-01 06:10:40,242 semantic_segmentation INFO: Iters: 120360/150000 || Lr: 0.004648 || Task Loss: 0.1274 || KD Loss: 0.0255|| 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: 4 days, 16:27:47 || Estimated Time: 1 day, 3:41:42
2023-08-01 06:11:11,324 semantic_segmentation INFO: Iters: 120370/150000 || Lr: 0.004646 || Task Loss: 0.1714 || KD Loss: 0.0430|| 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: 4 days, 16:28:18 || Estimated Time: 1 day, 3:41:08
2023-08-01 06:11:42,382 semantic_segmentation INFO: Iters: 120380/150000 || Lr: 0.004645 || Task Loss: 0.1397 || KD Loss: 0.0401|| 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: 4 days, 16:28:49 || Estimated Time: 1 day, 3:40:34
2023-08-01 06:12:13,469 semantic_segmentation INFO: Iters: 120390/150000 || Lr: 0.004644 || Task Loss: 0.1736 || KD Loss: 0.0311|| 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: 4 days, 16:29:20 || Estimated Time: 1 day, 3:39:59
2023-08-01 06:12:44,557 semantic_segmentation INFO: Iters: 120400/150000 || Lr: 0.004642 || Task Loss: 0.1687 || KD Loss: 0.0398|| 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: 4 days, 16:29:51 || Estimated Time: 1 day, 3:39:25
2023-08-01 06:13:15,617 semantic_segmentation INFO: Iters: 120410/150000 || Lr: 0.004641 || Task Loss: 0.1582 || KD Loss: 0.0325|| 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: 4 days, 16:30:22 || Estimated Time: 1 day, 3:38:51
2023-08-01 06:13:46,711 semantic_segmentation INFO: Iters: 120420/150000 || Lr: 0.004639 || Task Loss: 0.1483 || KD Loss: 0.0306|| 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: 4 days, 16:30:53 || Estimated Time: 1 day, 3:38:17
2023-08-01 06:14:17,748 semantic_segmentation INFO: Iters: 120430/150000 || Lr: 0.004638 || Task Loss: 0.2157 || KD Loss: 0.0480|| 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: 4 days, 16:31:24 || Estimated Time: 1 day, 3:37:42
2023-08-01 06:14:48,832 semantic_segmentation INFO: Iters: 120440/150000 || Lr: 0.004637 || Task Loss: 0.2032 || KD Loss: 0.0374|| 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: 4 days, 16:31:55 || Estimated Time: 1 day, 3:37:08
2023-08-01 06:15:19,875 semantic_segmentation INFO: Iters: 120450/150000 || Lr: 0.004635 || Task Loss: 0.1892 || KD Loss: 0.0367|| 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: 4 days, 16:32:26 || Estimated Time: 1 day, 3:36:34
2023-08-01 06:15:50,990 semantic_segmentation INFO: Iters: 120460/150000 || Lr: 0.004634 || Task Loss: 0.1523 || KD Loss: 0.0254|| 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: 4 days, 16:32:57 || Estimated Time: 1 day, 3:36:00
2023-08-01 06:16:22,094 semantic_segmentation INFO: Iters: 120470/150000 || Lr: 0.004632 || Task Loss: 0.1839 || KD Loss: 0.0292|| 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: 4 days, 16:33:28 || Estimated Time: 1 day, 3:35:25
2023-08-01 06:16:53,227 semantic_segmentation INFO: Iters: 120480/150000 || Lr: 0.004631 || Task Loss: 0.1633 || KD Loss: 0.0398|| 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 days, 16:34:00 || Estimated Time: 1 day, 3:34:51
2023-08-01 06:17:24,253 semantic_segmentation INFO: Iters: 120490/150000 || Lr: 0.004629 || Task Loss: 0.1574 || KD Loss: 0.0407|| 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: 4 days, 16:34:31 || Estimated Time: 1 day, 3:34:17
2023-08-01 06:17:55,267 semantic_segmentation INFO: Iters: 120500/150000 || Lr: 0.004628 || Task Loss: 0.2295 || KD Loss: 0.0350|| 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: 4 days, 16:35:02 || Estimated Time: 1 day, 3:33:43
2023-08-01 06:18:26,209 semantic_segmentation INFO: Iters: 120510/150000 || Lr: 0.004627 || Task Loss: 0.1675 || KD Loss: 0.0345|| 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: 4 days, 16:35:33 || Estimated Time: 1 day, 3:33:08
2023-08-01 06:18:57,167 semantic_segmentation INFO: Iters: 120520/150000 || Lr: 0.004625 || Task Loss: 0.1526 || KD Loss: 0.0247|| 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 days, 16:36:04 || Estimated Time: 1 day, 3:32:34
2023-08-01 06:19:28,059 semantic_segmentation INFO: Iters: 120530/150000 || Lr: 0.004624 || Task Loss: 0.1456 || KD Loss: 0.0291|| 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: 4 days, 16:36:34 || Estimated Time: 1 day, 3:32:00
2023-08-01 06:19:58,982 semantic_segmentation INFO: Iters: 120540/150000 || Lr: 0.004622 || Task Loss: 0.2213 || KD Loss: 0.0578|| 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: 4 days, 16:37:05 || Estimated Time: 1 day, 3:31:25
2023-08-01 06:20:29,851 semantic_segmentation INFO: Iters: 120550/150000 || Lr: 0.004621 || Task Loss: 0.1301 || KD Loss: 0.0367|| 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: 4 days, 16:37:36 || Estimated Time: 1 day, 3:30:51
2023-08-01 06:21:00,718 semantic_segmentation INFO: Iters: 120560/150000 || Lr: 0.004620 || Task Loss: 0.1869 || KD Loss: 0.0400|| 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: 4 days, 16:38:07 || Estimated Time: 1 day, 3:30:17
2023-08-01 06:21:31,587 semantic_segmentation INFO: Iters: 120570/150000 || Lr: 0.004618 || Task Loss: 0.2066 || KD Loss: 0.0646|| 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: 4 days, 16:38:38 || Estimated Time: 1 day, 3:29:42
2023-08-01 06:22:02,444 semantic_segmentation INFO: Iters: 120580/150000 || Lr: 0.004617 || Task Loss: 0.1738 || KD Loss: 0.0323|| 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: 4 days, 16:39:09 || Estimated Time: 1 day, 3:29:08
2023-08-01 06:22:33,233 semantic_segmentation INFO: Iters: 120590/150000 || Lr: 0.004615 || Task Loss: 0.1725 || KD Loss: 0.0534|| 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: 4 days, 16:39:40 || Estimated Time: 1 day, 3:28:34
2023-08-01 06:23:04,028 semantic_segmentation INFO: Iters: 120600/150000 || Lr: 0.004614 || Task Loss: 0.1447 || KD Loss: 0.0296|| 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: 4 days, 16:40:10 || Estimated Time: 1 day, 3:28:00
2023-08-01 06:23:34,817 semantic_segmentation INFO: Iters: 120610/150000 || Lr: 0.004613 || Task Loss: 0.2280 || KD Loss: 0.0370|| 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: 4 days, 16:40:41 || Estimated Time: 1 day, 3:27:25
2023-08-01 06:24:05,644 semantic_segmentation INFO: Iters: 120620/150000 || Lr: 0.004611 || Task Loss: 0.1275 || KD Loss: 0.0304|| 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: 4 days, 16:41:12 || Estimated Time: 1 day, 3:26:51
2023-08-01 06:24:36,517 semantic_segmentation INFO: Iters: 120630/150000 || Lr: 0.004610 || Task Loss: 0.3009 || KD Loss: 0.0833|| 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: 4 days, 16:41:43 || Estimated Time: 1 day, 3:26:17
2023-08-01 06:25:07,416 semantic_segmentation INFO: Iters: 120640/150000 || Lr: 0.004608 || Task Loss: 0.1287 || KD Loss: 0.0475|| 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: 4 days, 16:42:14 || Estimated Time: 1 day, 3:25:42
2023-08-01 06:25:38,368 semantic_segmentation INFO: Iters: 120650/150000 || Lr: 0.004607 || Task Loss: 0.1664 || KD Loss: 0.0279|| 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: 4 days, 16:42:45 || Estimated Time: 1 day, 3:25:08
2023-08-01 06:26:09,319 semantic_segmentation INFO: Iters: 120660/150000 || Lr: 0.004605 || Task Loss: 0.1482 || KD Loss: 0.0359|| 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: 4 days, 16:43:16 || Estimated Time: 1 day, 3:24:34
2023-08-01 06:26:40,290 semantic_segmentation INFO: Iters: 120670/150000 || Lr: 0.004604 || Task Loss: 0.2507 || KD Loss: 0.0745|| 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: 4 days, 16:43:47 || Estimated Time: 1 day, 3:23:59
2023-08-01 06:27:11,255 semantic_segmentation INFO: Iters: 120680/150000 || Lr: 0.004603 || Task Loss: 0.2055 || KD Loss: 0.0375|| 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: 4 days, 16:44:18 || Estimated Time: 1 day, 3:23:25
2023-08-01 06:27:42,215 semantic_segmentation INFO: Iters: 120690/150000 || Lr: 0.004601 || Task Loss: 0.1651 || KD Loss: 0.0367|| 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: 4 days, 16:44:49 || Estimated Time: 1 day, 3:22:51
2023-08-01 06:28:13,221 semantic_segmentation INFO: Iters: 120700/150000 || Lr: 0.004600 || Task Loss: 0.2149 || KD Loss: 0.0484|| 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: 4 days, 16:45:20 || Estimated Time: 1 day, 3:22:17
2023-08-01 06:28:44,220 semantic_segmentation INFO: Iters: 120710/150000 || Lr: 0.004598 || Task Loss: 0.1720 || KD Loss: 0.0310|| 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: 4 days, 16:45:51 || Estimated Time: 1 day, 3:21:42
2023-08-01 06:29:15,216 semantic_segmentation INFO: Iters: 120720/150000 || Lr: 0.004597 || Task Loss: 0.2041 || KD Loss: 0.0481|| 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: 4 days, 16:46:22 || Estimated Time: 1 day, 3:21:08
2023-08-01 06:29:46,220 semantic_segmentation INFO: Iters: 120730/150000 || Lr: 0.004596 || Task Loss: 0.1942 || KD Loss: 0.0397|| 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: 4 days, 16:46:53 || Estimated Time: 1 day, 3:20:34
2023-08-01 06:30:17,251 semantic_segmentation INFO: Iters: 120740/150000 || Lr: 0.004594 || Task Loss: 0.1788 || KD Loss: 0.0350|| 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: 4 days, 16:47:24 || Estimated Time: 1 day, 3:20:00
2023-08-01 06:30:48,235 semantic_segmentation INFO: Iters: 120750/150000 || Lr: 0.004593 || Task Loss: 0.1733 || KD Loss: 0.0318|| 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: 4 days, 16:47:55 || Estimated Time: 1 day, 3:19:25
2023-08-01 06:31:19,247 semantic_segmentation INFO: Iters: 120760/150000 || Lr: 0.004591 || Task Loss: 0.1370 || KD Loss: 0.0369|| 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: 4 days, 16:48:26 || Estimated Time: 1 day, 3:18:51
2023-08-01 06:31:50,269 semantic_segmentation INFO: Iters: 120770/150000 || Lr: 0.004590 || Task Loss: 0.2079 || KD Loss: 0.0356|| 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: 4 days, 16:48:57 || Estimated Time: 1 day, 3:18:17
2023-08-01 06:32:21,308 semantic_segmentation INFO: Iters: 120780/150000 || Lr: 0.004589 || Task Loss: 0.2419 || KD Loss: 0.0520|| 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: 4 days, 16:49:28 || Estimated Time: 1 day, 3:17:42
2023-08-01 06:32:52,338 semantic_segmentation INFO: Iters: 120790/150000 || Lr: 0.004587 || Task Loss: 0.2035 || KD Loss: 0.0398|| 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 days, 16:49:59 || Estimated Time: 1 day, 3:17:08
2023-08-01 06:33:23,433 semantic_segmentation INFO: Iters: 120800/150000 || Lr: 0.004586 || Task Loss: 0.1839 || KD Loss: 0.0435|| 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: 4 days, 16:50:30 || Estimated Time: 1 day, 3:16:34
2023-08-01 06:33:23,501 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-01 06:33:24,347 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.966, mIoU: 0.406
2023-08-01 06:33:24,463 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.510
2023-08-01 06:33:24,570 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.975, mIoU: 0.520
2023-08-01 06:33:24,678 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.973, mIoU: 0.541
2023-08-01 06:33:24,781 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.974, mIoU: 0.541
2023-08-01 06:33:24,888 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.975, mIoU: 0.546
2023-08-01 06:33:24,992 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.593
2023-08-01 06:33:25,098 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.972, mIoU: 0.639
2023-08-01 06:33:25,201 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.684
2023-08-01 06:33:25,306 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.734
2023-08-01 06:33:25,411 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.739
2023-08-01 06:33:25,519 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.965, mIoU: 0.762
2023-08-01 06:33:25,626 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.761
2023-08-01 06:33:25,733 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.961, mIoU: 0.746
2023-08-01 06:33:25,836 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.745
2023-08-01 06:33:25,942 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.735
2023-08-01 06:33:26,049 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.735
2023-08-01 06:33:26,153 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.735
2023-08-01 06:33:26,258 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.742
2023-08-01 06:33:26,363 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.748
2023-08-01 06:33:26,472 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.954, mIoU: 0.746
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2023-08-01 06:33:27,008 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.952, mIoU: 0.777
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2023-08-01 06:34:07,307 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.952, mIoU: 0.739
2023-08-01 06:34:07,413 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-01 06:34:07,519 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-01 06:34:07,625 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-01 06:34:07,732 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-01 06:34:07,835 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-01 06:34:07,940 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.952, mIoU: 0.738
2023-08-01 06:34:08,047 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.952, mIoU: 0.739
2023-08-01 06:34:08,152 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.952, mIoU: 0.739
2023-08-01 06:34:08,258 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.952, mIoU: 0.739
2023-08-01 06:34:08,364 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.952, mIoU: 0.739
2023-08-01 06:34:08,472 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.952, mIoU: 0.739
2023-08-01 06:34:08,582 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.952, mIoU: 0.739
2023-08-01 06:34:08,689 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.952, mIoU: 0.739
2023-08-01 06:34:08,797 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-01 06:34:08,905 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-01 06:34:09,013 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-01 06:34:09,118 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-01 06:34:09,222 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-01 06:34:09,330 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-01 06:34:09,434 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-01 06:34:09,538 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-01 06:34:09,643 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-01 06:34:09,747 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-01 06:34:09,852 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-01 06:34:09,956 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-01 06:34:10,063 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-01 06:34:10,173 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-01 06:34:10,277 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-01 06:34:10,383 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-01 06:34:10,490 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-01 06:34:10,596 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-01 06:34:10,701 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-01 06:34:10,806 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-01 06:34:10,910 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-01 06:34:11,016 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-01 06:34:11,122 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-01 06:34:11,227 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-01 06:34:11,336 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-01 06:34:11,442 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-01 06:34:11,549 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-01 06:34:11,656 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-01 06:34:11,763 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-01 06:34:11,869 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-01 06:34:11,976 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-01 06:34:12,082 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-01 06:34:12,188 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-01 06:34:12,291 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-01 06:34:12,399 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-01 06:34:12,499 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:12,605 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:12,708 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:12,813 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:12,920 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:13,025 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:13,139 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:13,253 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:13,360 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:13,464 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:13,573 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:13,677 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:13,785 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:13,890 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:14,000 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:14,107 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:14,216 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:14,324 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:14,433 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:14,544 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:14,649 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:14,758 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:14,862 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:14,968 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:15,074 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:15,179 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:15,284 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 06:34:15,394 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-01 06:34:15,505 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-01 06:34:15,610 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-01 06:34:15,714 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-01 06:34:15,819 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-01 06:34:15,925 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-01 06:34:16,030 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-01 06:34:16,135 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-01 06:34:16,240 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-01 06:34:16,344 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-01 06:34:16,449 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-01 06:34:16,554 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.954, mIoU: 0.743
2023-08-01 06:34:16,659 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.955, mIoU: 0.743
2023-08-01 06:34:16,763 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.955, mIoU: 0.743
2023-08-01 06:34:48,109 semantic_segmentation INFO: Iters: 120810/150000 || Lr: 0.004584 || Task Loss: 0.1700 || KD Loss: 0.0414|| 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: 4 days, 16:51:54 || Estimated Time: 1 day, 3:16:13
2023-08-01 06:35:19,141 semantic_segmentation INFO: Iters: 120820/150000 || Lr: 0.004583 || Task Loss: 0.1754 || KD Loss: 0.0381|| 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: 4 days, 16:52:25 || Estimated Time: 1 day, 3:15:38
2023-08-01 06:35:50,158 semantic_segmentation INFO: Iters: 120830/150000 || Lr: 0.004581 || Task Loss: 0.1433 || KD Loss: 0.0313|| 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: 4 days, 16:52:57 || Estimated Time: 1 day, 3:15:04
2023-08-01 06:36:21,179 semantic_segmentation INFO: Iters: 120840/150000 || Lr: 0.004580 || Task Loss: 0.0907 || KD Loss: 0.0339|| 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: 4 days, 16:53:28 || Estimated Time: 1 day, 3:14:30
2023-08-01 06:36:52,143 semantic_segmentation INFO: Iters: 120850/150000 || Lr: 0.004579 || Task Loss: 0.1736 || KD Loss: 0.0321|| 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: 4 days, 16:53:58 || Estimated Time: 1 day, 3:13:56
2023-08-01 06:37:23,206 semantic_segmentation INFO: Iters: 120860/150000 || Lr: 0.004577 || Task Loss: 0.1560 || KD Loss: 0.0391|| 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: 4 days, 16:54:30 || Estimated Time: 1 day, 3:13:21
2023-08-01 06:37:54,262 semantic_segmentation INFO: Iters: 120870/150000 || Lr: 0.004576 || Task Loss: 0.1466 || KD Loss: 0.0473|| 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: 4 days, 16:55:01 || Estimated Time: 1 day, 3:12:47
2023-08-01 06:38:25,346 semantic_segmentation INFO: Iters: 120880/150000 || Lr: 0.004574 || Task Loss: 0.1724 || KD Loss: 0.0305|| 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: 4 days, 16:55:32 || Estimated Time: 1 day, 3:12:13
2023-08-01 06:38:56,364 semantic_segmentation INFO: Iters: 120890/150000 || Lr: 0.004573 || Task Loss: 0.1701 || KD Loss: 0.0298|| 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: 4 days, 16:56:03 || Estimated Time: 1 day, 3:11:39
2023-08-01 06:39:27,387 semantic_segmentation INFO: Iters: 120900/150000 || Lr: 0.004572 || Task Loss: 0.1726 || KD Loss: 0.0351|| 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: 4 days, 16:56:34 || Estimated Time: 1 day, 3:11:04
2023-08-01 06:39:58,427 semantic_segmentation INFO: Iters: 120910/150000 || Lr: 0.004570 || Task Loss: 0.1357 || KD Loss: 0.0261|| 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: 4 days, 16:57:05 || Estimated Time: 1 day, 3:10:30
2023-08-01 06:40:29,509 semantic_segmentation INFO: Iters: 120920/150000 || Lr: 0.004569 || Task Loss: 0.1551 || KD Loss: 0.0333|| 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: 4 days, 16:57:36 || Estimated Time: 1 day, 3:09:56
2023-08-01 06:41:00,595 semantic_segmentation INFO: Iters: 120930/150000 || Lr: 0.004567 || Task Loss: 0.1859 || KD Loss: 0.0291|| 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: 4 days, 16:58:07 || Estimated Time: 1 day, 3:09:22
2023-08-01 06:41:31,654 semantic_segmentation INFO: Iters: 120940/150000 || Lr: 0.004566 || Task Loss: 0.1629 || KD Loss: 0.0264|| 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: 4 days, 16:58:38 || Estimated Time: 1 day, 3:08:47
2023-08-01 06:42:02,697 semantic_segmentation INFO: Iters: 120950/150000 || Lr: 0.004564 || Task Loss: 0.1542 || KD Loss: 0.0346|| 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: 4 days, 16:59:09 || Estimated Time: 1 day, 3:08:13
2023-08-01 06:42:33,785 semantic_segmentation INFO: Iters: 120960/150000 || Lr: 0.004563 || Task Loss: 0.1650 || KD Loss: 0.0414|| 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: 4 days, 16:59:40 || Estimated Time: 1 day, 3:07:39
2023-08-01 06:43:04,871 semantic_segmentation INFO: Iters: 120970/150000 || Lr: 0.004562 || Task Loss: 0.1725 || KD Loss: 0.0449|| 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: 4 days, 17:00:11 || Estimated Time: 1 day, 3:07:05
2023-08-01 06:43:35,901 semantic_segmentation INFO: Iters: 120980/150000 || Lr: 0.004560 || Task Loss: 0.1577 || KD Loss: 0.0269|| 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: 4 days, 17:00:42 || Estimated Time: 1 day, 3:06:30
2023-08-01 06:44:06,954 semantic_segmentation INFO: Iters: 120990/150000 || Lr: 0.004559 || Task Loss: 0.2179 || KD Loss: 0.0368|| 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: 4 days, 17:01:13 || Estimated Time: 1 day, 3:05:56
2023-08-01 06:44:38,040 semantic_segmentation INFO: Iters: 121000/150000 || Lr: 0.004557 || Task Loss: 0.1405 || KD Loss: 0.0357|| 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: 4 days, 17:01:44 || Estimated Time: 1 day, 3:05:22
2023-08-01 06:45:09,083 semantic_segmentation INFO: Iters: 121010/150000 || Lr: 0.004556 || Task Loss: 0.2044 || KD Loss: 0.0461|| 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: 4 days, 17:02:15 || Estimated Time: 1 day, 3:04:48
2023-08-01 06:45:40,175 semantic_segmentation INFO: Iters: 121020/150000 || Lr: 0.004555 || Task Loss: 0.1505 || KD Loss: 0.0371|| 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: 4 days, 17:02:47 || Estimated Time: 1 day, 3:04:13
2023-08-01 06:46:11,283 semantic_segmentation INFO: Iters: 121030/150000 || Lr: 0.004553 || Task Loss: 0.2439 || KD Loss: 0.0592|| 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: 4 days, 17:03:18 || Estimated Time: 1 day, 3:03:39
2023-08-01 06:46:42,361 semantic_segmentation INFO: Iters: 121040/150000 || Lr: 0.004552 || Task Loss: 0.1574 || KD Loss: 0.0372|| 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: 4 days, 17:03:49 || Estimated Time: 1 day, 3:03:05
2023-08-01 06:47:13,459 semantic_segmentation INFO: Iters: 121050/150000 || Lr: 0.004550 || Task Loss: 0.1828 || KD Loss: 0.0337|| 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: 4 days, 17:04:20 || Estimated Time: 1 day, 3:02:31
2023-08-01 06:47:44,554 semantic_segmentation INFO: Iters: 121060/150000 || Lr: 0.004549 || Task Loss: 0.1407 || KD Loss: 0.0322|| 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: 4 days, 17:04:51 || Estimated Time: 1 day, 3:01:56
2023-08-01 06:48:15,637 semantic_segmentation INFO: Iters: 121070/150000 || Lr: 0.004548 || Task Loss: 0.1470 || KD Loss: 0.0278|| 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: 4 days, 17:05:22 || Estimated Time: 1 day, 3:01:22
2023-08-01 06:48:46,719 semantic_segmentation INFO: Iters: 121080/150000 || Lr: 0.004546 || Task Loss: 0.1525 || KD Loss: 0.0290|| 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: 4 days, 17:05:53 || Estimated Time: 1 day, 3:00:48
2023-08-01 06:49:17,794 semantic_segmentation INFO: Iters: 121090/150000 || Lr: 0.004545 || Task Loss: 0.1827 || KD Loss: 0.0289|| 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: 4 days, 17:06:24 || Estimated Time: 1 day, 3:00:14
2023-08-01 06:49:48,900 semantic_segmentation INFO: Iters: 121100/150000 || Lr: 0.004543 || Task Loss: 0.2074 || KD Loss: 0.0348|| 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: 4 days, 17:06:55 || Estimated Time: 1 day, 2:59:40
2023-08-01 06:50:20,024 semantic_segmentation INFO: Iters: 121110/150000 || Lr: 0.004542 || Task Loss: 0.1963 || KD Loss: 0.0371|| 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: 4 days, 17:07:26 || Estimated Time: 1 day, 2:59:05
2023-08-01 06:50:51,121 semantic_segmentation INFO: Iters: 121120/150000 || Lr: 0.004540 || Task Loss: 0.1330 || KD Loss: 0.0381|| 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: 4 days, 17:07:57 || Estimated Time: 1 day, 2:58:31
2023-08-01 06:51:22,254 semantic_segmentation INFO: Iters: 121130/150000 || Lr: 0.004539 || Task Loss: 0.1748 || KD Loss: 0.0491|| 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: 4 days, 17:08:29 || Estimated Time: 1 day, 2:57:57
2023-08-01 06:51:53,372 semantic_segmentation INFO: Iters: 121140/150000 || Lr: 0.004538 || Task Loss: 0.1790 || KD Loss: 0.0412|| 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: 4 days, 17:09:00 || Estimated Time: 1 day, 2:57:23
2023-08-01 06:52:24,502 semantic_segmentation INFO: Iters: 121150/150000 || Lr: 0.004536 || Task Loss: 0.2284 || KD Loss: 0.0476|| 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: 4 days, 17:09:31 || Estimated Time: 1 day, 2:56:48
2023-08-01 06:52:55,642 semantic_segmentation INFO: Iters: 121160/150000 || Lr: 0.004535 || Task Loss: 0.1753 || KD Loss: 0.0494|| 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: 4 days, 17:10:02 || Estimated Time: 1 day, 2:56:14
2023-08-01 06:53:26,782 semantic_segmentation INFO: Iters: 121170/150000 || Lr: 0.004533 || Task Loss: 0.1703 || KD Loss: 0.0470|| 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: 4 days, 17:10:33 || Estimated Time: 1 day, 2:55:40
2023-08-01 06:53:57,857 semantic_segmentation INFO: Iters: 121180/150000 || Lr: 0.004532 || Task Loss: 0.2329 || KD Loss: 0.0415|| 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: 4 days, 17:11:04 || Estimated Time: 1 day, 2:55:06
2023-08-01 06:54:28,976 semantic_segmentation INFO: Iters: 121190/150000 || Lr: 0.004531 || Task Loss: 0.1263 || KD Loss: 0.0260|| 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: 4 days, 17:11:35 || Estimated Time: 1 day, 2:54:32
2023-08-01 06:55:00,104 semantic_segmentation INFO: Iters: 121200/150000 || Lr: 0.004529 || Task Loss: 0.1505 || KD Loss: 0.0267|| 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: 4 days, 17:12:06 || Estimated Time: 1 day, 2:53:57
2023-08-01 06:55:31,245 semantic_segmentation INFO: Iters: 121210/150000 || Lr: 0.004528 || Task Loss: 0.2246 || KD Loss: 0.0416|| 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: 4 days, 17:12:38 || Estimated Time: 1 day, 2:53:23
2023-08-01 06:56:02,409 semantic_segmentation INFO: Iters: 121220/150000 || Lr: 0.004526 || Task Loss: 0.1864 || KD Loss: 0.0397|| 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: 4 days, 17:13:09 || Estimated Time: 1 day, 2:52:49
2023-08-01 06:56:33,535 semantic_segmentation INFO: Iters: 121230/150000 || Lr: 0.004525 || Task Loss: 0.1513 || KD Loss: 0.0372|| 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: 4 days, 17:13:40 || Estimated Time: 1 day, 2:52:15
2023-08-01 06:57:04,651 semantic_segmentation INFO: Iters: 121240/150000 || Lr: 0.004523 || Task Loss: 0.1933 || KD Loss: 0.0495|| 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 days, 17:14:11 || Estimated Time: 1 day, 2:51:40
2023-08-01 06:57:35,789 semantic_segmentation INFO: Iters: 121250/150000 || Lr: 0.004522 || Task Loss: 0.1660 || KD Loss: 0.0346|| 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: 4 days, 17:14:42 || Estimated Time: 1 day, 2:51:06
2023-08-01 06:58:06,918 semantic_segmentation INFO: Iters: 121260/150000 || Lr: 0.004521 || Task Loss: 0.1532 || KD Loss: 0.0511|| 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: 4 days, 17:15:13 || Estimated Time: 1 day, 2:50:32
2023-08-01 06:58:38,044 semantic_segmentation INFO: Iters: 121270/150000 || Lr: 0.004519 || Task Loss: 0.1657 || KD Loss: 0.0378|| 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: 4 days, 17:15:44 || Estimated Time: 1 day, 2:49:58
2023-08-01 06:59:09,169 semantic_segmentation INFO: Iters: 121280/150000 || Lr: 0.004518 || Task Loss: 0.1328 || KD Loss: 0.0334|| 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: 4 days, 17:16:16 || Estimated Time: 1 day, 2:49:24
2023-08-01 06:59:40,305 semantic_segmentation INFO: Iters: 121290/150000 || Lr: 0.004516 || Task Loss: 0.1367 || KD Loss: 0.0210|| 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: 4 days, 17:16:47 || Estimated Time: 1 day, 2:48:49
2023-08-01 07:00:11,464 semantic_segmentation INFO: Iters: 121300/150000 || Lr: 0.004515 || Task Loss: 0.1888 || KD Loss: 0.0342|| 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: 4 days, 17:17:18 || Estimated Time: 1 day, 2:48:15
2023-08-01 07:00:42,606 semantic_segmentation INFO: Iters: 121310/150000 || Lr: 0.004514 || Task Loss: 0.1406 || KD Loss: 0.0365|| 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: 4 days, 17:17:49 || Estimated Time: 1 day, 2:47:41
2023-08-01 07:01:13,772 semantic_segmentation INFO: Iters: 121320/150000 || Lr: 0.004512 || Task Loss: 0.1861 || KD Loss: 0.0553|| 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: 4 days, 17:18:20 || Estimated Time: 1 day, 2:47:07
2023-08-01 07:01:44,875 semantic_segmentation INFO: Iters: 121330/150000 || Lr: 0.004511 || Task Loss: 0.1646 || KD Loss: 0.0408|| 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: 4 days, 17:18:51 || Estimated Time: 1 day, 2:46:33
2023-08-01 07:02:15,993 semantic_segmentation INFO: Iters: 121340/150000 || Lr: 0.004509 || Task Loss: 0.1376 || KD Loss: 0.0363|| 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: 4 days, 17:19:22 || Estimated Time: 1 day, 2:45:58
2023-08-01 07:02:47,174 semantic_segmentation INFO: Iters: 121350/150000 || Lr: 0.004508 || Task Loss: 0.1727 || KD Loss: 0.0344|| 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: 4 days, 17:19:54 || Estimated Time: 1 day, 2:45:24
2023-08-01 07:03:18,314 semantic_segmentation INFO: Iters: 121360/150000 || Lr: 0.004506 || Task Loss: 0.2226 || KD Loss: 0.0579|| 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: 4 days, 17:20:25 || Estimated Time: 1 day, 2:44:50
2023-08-01 07:03:49,470 semantic_segmentation INFO: Iters: 121370/150000 || Lr: 0.004505 || Task Loss: 0.1511 || KD Loss: 0.0435|| 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: 4 days, 17:20:56 || Estimated Time: 1 day, 2:44:16
2023-08-01 07:04:20,706 semantic_segmentation INFO: Iters: 121380/150000 || Lr: 0.004504 || Task Loss: 0.1474 || KD Loss: 0.0407|| 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: 4 days, 17:21:27 || Estimated Time: 1 day, 2:43:42
2023-08-01 07:04:51,844 semantic_segmentation INFO: Iters: 121390/150000 || Lr: 0.004502 || Task Loss: 0.1385 || KD Loss: 0.0295|| 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: 4 days, 17:21:58 || Estimated Time: 1 day, 2:43:07
2023-08-01 07:05:23,014 semantic_segmentation INFO: Iters: 121400/150000 || Lr: 0.004501 || Task Loss: 0.1600 || KD Loss: 0.0314|| 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: 4 days, 17:22:29 || Estimated Time: 1 day, 2:42:33
2023-08-01 07:05:54,199 semantic_segmentation INFO: Iters: 121410/150000 || Lr: 0.004499 || Task Loss: 0.1564 || KD Loss: 0.0365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0963|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4 days, 17:23:01 || Estimated Time: 1 day, 2:41:59
2023-08-01 07:06:25,355 semantic_segmentation INFO: Iters: 121420/150000 || Lr: 0.004498 || Task Loss: 0.1807 || KD Loss: 0.0424|| 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: 4 days, 17:23:32 || Estimated Time: 1 day, 2:41:25
2023-08-01 07:06:56,532 semantic_segmentation INFO: Iters: 121430/150000 || Lr: 0.004497 || Task Loss: 0.1865 || KD Loss: 0.0296|| 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: 4 days, 17:24:03 || Estimated Time: 1 day, 2:40:51
2023-08-01 07:07:27,665 semantic_segmentation INFO: Iters: 121440/150000 || Lr: 0.004495 || Task Loss: 0.2004 || KD Loss: 0.0516|| 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: 4 days, 17:24:34 || Estimated Time: 1 day, 2:40:16
2023-08-01 07:07:58,835 semantic_segmentation INFO: Iters: 121450/150000 || Lr: 0.004494 || Task Loss: 0.1378 || KD Loss: 0.0278|| 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: 4 days, 17:25:05 || Estimated Time: 1 day, 2:39:42
2023-08-01 07:08:29,998 semantic_segmentation INFO: Iters: 121460/150000 || Lr: 0.004492 || Task Loss: 0.1735 || KD Loss: 0.0336|| 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: 4 days, 17:25:36 || Estimated Time: 1 day, 2:39:08
2023-08-01 07:09:01,148 semantic_segmentation INFO: Iters: 121470/150000 || Lr: 0.004491 || Task Loss: 0.1757 || KD Loss: 0.0387|| 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: 4 days, 17:26:08 || Estimated Time: 1 day, 2:38:34
2023-08-01 07:09:32,302 semantic_segmentation INFO: Iters: 121480/150000 || Lr: 0.004489 || Task Loss: 0.1596 || KD Loss: 0.0399|| 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: 4 days, 17:26:39 || Estimated Time: 1 day, 2:38:00
2023-08-01 07:10:03,448 semantic_segmentation INFO: Iters: 121490/150000 || Lr: 0.004488 || Task Loss: 0.1991 || KD Loss: 0.0672|| 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: 4 days, 17:27:10 || Estimated Time: 1 day, 2:37:25
2023-08-01 07:10:34,633 semantic_segmentation INFO: Iters: 121500/150000 || Lr: 0.004487 || Task Loss: 0.1707 || KD Loss: 0.0307|| 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: 4 days, 17:27:41 || Estimated Time: 1 day, 2:36:51
2023-08-01 07:11:05,810 semantic_segmentation INFO: Iters: 121510/150000 || Lr: 0.004485 || Task Loss: 0.1481 || KD Loss: 0.0320|| 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: 4 days, 17:28:12 || Estimated Time: 1 day, 2:36:17
2023-08-01 07:11:36,970 semantic_segmentation INFO: Iters: 121520/150000 || Lr: 0.004484 || Task Loss: 0.1146 || KD Loss: 0.0437|| 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: 4 days, 17:28:43 || Estimated Time: 1 day, 2:35:43
2023-08-01 07:12:08,118 semantic_segmentation INFO: Iters: 121530/150000 || Lr: 0.004482 || Task Loss: 0.1547 || KD Loss: 0.0306|| 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: 4 days, 17:29:14 || Estimated Time: 1 day, 2:35:09
2023-08-01 07:12:39,344 semantic_segmentation INFO: Iters: 121540/150000 || Lr: 0.004481 || Task Loss: 0.2343 || KD Loss: 0.0597|| 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: 4 days, 17:29:46 || Estimated Time: 1 day, 2:34:34
2023-08-01 07:13:10,523 semantic_segmentation INFO: Iters: 121550/150000 || Lr: 0.004480 || Task Loss: 0.1573 || KD Loss: 0.0256|| 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: 4 days, 17:30:17 || Estimated Time: 1 day, 2:34:00
2023-08-01 07:13:41,661 semantic_segmentation INFO: Iters: 121560/150000 || Lr: 0.004478 || Task Loss: 0.1422 || KD Loss: 0.0249|| 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: 4 days, 17:30:48 || Estimated Time: 1 day, 2:33:26
2023-08-01 07:14:12,871 semantic_segmentation INFO: Iters: 121570/150000 || Lr: 0.004477 || Task Loss: 0.1651 || KD Loss: 0.0325|| 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: 4 days, 17:31:19 || Estimated Time: 1 day, 2:32:52
2023-08-01 07:14:44,075 semantic_segmentation INFO: Iters: 121580/150000 || Lr: 0.004475 || Task Loss: 0.2254 || KD Loss: 0.0379|| 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: 4 days, 17:31:50 || Estimated Time: 1 day, 2:32:18
2023-08-01 07:15:15,295 semantic_segmentation INFO: Iters: 121590/150000 || Lr: 0.004474 || Task Loss: 0.1925 || KD Loss: 0.0378|| 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: 4 days, 17:32:22 || Estimated Time: 1 day, 2:31:44
2023-08-01 07:15:46,496 semantic_segmentation INFO: Iters: 121600/150000 || Lr: 0.004472 || Task Loss: 0.1547 || KD Loss: 0.0257|| 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: 4 days, 17:32:53 || Estimated Time: 1 day, 2:31:09
2023-08-01 07:15:46,562 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-01 07:15:47,402 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.969, mIoU: 0.409
2023-08-01 07:15:47,520 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.974, mIoU: 0.512
2023-08-01 07:15:47,627 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.971, mIoU: 0.517
2023-08-01 07:15:47,732 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.970, mIoU: 0.539
2023-08-01 07:15:47,837 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.971, mIoU: 0.535
2023-08-01 07:15:47,944 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.535
2023-08-01 07:15:48,051 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.564
2023-08-01 07:15:48,155 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.966, mIoU: 0.578
2023-08-01 07:15:48,258 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.967, mIoU: 0.628
2023-08-01 07:15:48,362 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.965, mIoU: 0.675
2023-08-01 07:15:48,465 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.965, mIoU: 0.683
2023-08-01 07:15:48,571 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.713
2023-08-01 07:15:48,674 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.721
2023-08-01 07:15:48,777 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.960, mIoU: 0.710
2023-08-01 07:15:48,881 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.959, mIoU: 0.711
2023-08-01 07:15:48,988 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.957, mIoU: 0.700
2023-08-01 07:15:49,095 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.956, mIoU: 0.701
2023-08-01 07:15:49,198 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.701
2023-08-01 07:15:49,300 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.955, mIoU: 0.710
2023-08-01 07:15:49,403 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.955, mIoU: 0.717
2023-08-01 07:15:49,507 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.956, mIoU: 0.721
2023-08-01 07:15:49,613 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.729
2023-08-01 07:15:49,717 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.727
2023-08-01 07:15:49,824 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-01 07:15:49,930 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-01 07:15:50,036 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.749
2023-08-01 07:15:50,142 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.735
2023-08-01 07:15:50,249 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.731
2023-08-01 07:15:50,357 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.734
2023-08-01 07:15:50,462 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.948, mIoU: 0.731
2023-08-01 07:15:50,568 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-01 07:15:50,670 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.728
2023-08-01 07:15:50,772 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.948, mIoU: 0.729
2023-08-01 07:15:50,877 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.948, mIoU: 0.728
2023-08-01 07:15:50,983 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-01 07:15:51,088 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.948, mIoU: 0.730
2023-08-01 07:15:51,191 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.727
2023-08-01 07:15:51,293 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.726
2023-08-01 07:15:51,396 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.947, mIoU: 0.717
2023-08-01 07:15:51,499 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.947, mIoU: 0.718
2023-08-01 07:15:51,603 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.948, mIoU: 0.720
2023-08-01 07:15:51,706 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.948, mIoU: 0.720
2023-08-01 07:15:51,808 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.949, mIoU: 0.720
2023-08-01 07:15:51,911 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-01 07:15:52,020 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.721
2023-08-01 07:15:52,124 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.950, mIoU: 0.722
2023-08-01 07:15:52,227 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-01 07:15:52,330 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.721
2023-08-01 07:15:52,432 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.951, mIoU: 0.722
2023-08-01 07:15:52,535 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.724
2023-08-01 07:15:52,639 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-01 07:15:52,742 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.727
2023-08-01 07:15:52,845 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.950, mIoU: 0.729
2023-08-01 07:15:52,949 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-01 07:15:53,055 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.950, mIoU: 0.731
2023-08-01 07:15:53,159 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.949, mIoU: 0.725
2023-08-01 07:15:53,262 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.949, mIoU: 0.726
2023-08-01 07:15:53,369 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.950, mIoU: 0.732
2023-08-01 07:15:53,474 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.949, mIoU: 0.731
2023-08-01 07:15:53,580 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.949, mIoU: 0.729
2023-08-01 07:15:53,685 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.949, mIoU: 0.733
2023-08-01 07:15:53,789 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.949, mIoU: 0.734
2023-08-01 07:15:53,896 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.948, mIoU: 0.733
2023-08-01 07:15:54,002 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.949, mIoU: 0.736
2023-08-01 07:15:54,107 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-01 07:15:54,210 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-01 07:15:54,315 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.947, mIoU: 0.737
2023-08-01 07:15:54,422 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.947, mIoU: 0.738
2023-08-01 07:15:54,524 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.947, mIoU: 0.737
2023-08-01 07:15:54,630 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.948, mIoU: 0.736
2023-08-01 07:15:54,733 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.948, mIoU: 0.737
2023-08-01 07:15:54,839 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.948, mIoU: 0.737
2023-08-01 07:15:54,946 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.948, mIoU: 0.736
2023-08-01 07:15:55,056 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.948, mIoU: 0.736
2023-08-01 07:15:55,163 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.948, mIoU: 0.737
2023-08-01 07:15:55,270 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.948, mIoU: 0.738
2023-08-01 07:15:55,377 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.948, mIoU: 0.737
2023-08-01 07:15:55,485 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.948, mIoU: 0.736
2023-08-01 07:15:55,591 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.948, mIoU: 0.736
2023-08-01 07:15:55,697 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.948, mIoU: 0.737
2023-08-01 07:15:55,799 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.948, mIoU: 0.738
2023-08-01 07:15:55,902 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.948, mIoU: 0.738
2023-08-01 07:15:56,005 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.948, mIoU: 0.738
2023-08-01 07:15:56,111 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.947, mIoU: 0.736
2023-08-01 07:15:56,212 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-01 07:15:56,317 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.945, mIoU: 0.732
2023-08-01 07:15:56,419 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.945, mIoU: 0.732
2023-08-01 07:15:56,523 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-01 07:15:56,628 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-01 07:15:56,731 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.945, mIoU: 0.730
2023-08-01 07:15:56,833 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-01 07:15:56,935 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-01 07:15:57,040 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-01 07:15:57,146 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-01 07:15:57,254 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.945, mIoU: 0.731
2023-08-01 07:15:57,359 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.945, mIoU: 0.730
2023-08-01 07:15:57,467 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.945, mIoU: 0.730
2023-08-01 07:15:57,575 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.945, mIoU: 0.730
2023-08-01 07:15:57,680 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.945, mIoU: 0.729
2023-08-01 07:15:57,786 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.945, mIoU: 0.729
2023-08-01 07:15:57,892 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.943, mIoU: 0.729
2023-08-01 07:15:57,997 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.943, mIoU: 0.727
2023-08-01 07:15:58,109 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.943, mIoU: 0.727
2023-08-01 07:15:58,216 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.943, mIoU: 0.727
2023-08-01 07:15:58,323 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.943, mIoU: 0.727
2023-08-01 07:15:58,427 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.943, mIoU: 0.727
2023-08-01 07:15:58,534 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.944, mIoU: 0.727
2023-08-01 07:15:58,641 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.944, mIoU: 0.728
2023-08-01 07:15:58,748 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.944, mIoU: 0.728
2023-08-01 07:15:58,854 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.944, mIoU: 0.728
2023-08-01 07:15:58,961 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.944, mIoU: 0.728
2023-08-01 07:15:59,065 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.944, mIoU: 0.728
2023-08-01 07:15:59,169 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.944, mIoU: 0.728
2023-08-01 07:15:59,272 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.944, mIoU: 0.727
2023-08-01 07:15:59,374 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.944, mIoU: 0.727
2023-08-01 07:15:59,479 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.944, mIoU: 0.726
2023-08-01 07:15:59,587 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.944, mIoU: 0.729
2023-08-01 07:15:59,688 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.944, mIoU: 0.728
2023-08-01 07:15:59,792 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.943, mIoU: 0.728
2023-08-01 07:15:59,896 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.944, mIoU: 0.728
2023-08-01 07:15:59,997 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.944, mIoU: 0.728
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2023-08-01 07:16:20,486 semantic_segmentation INFO: Sample: 316, Validation pixAcc: 0.945, mIoU: 0.708
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2023-08-01 07:16:20,886 semantic_segmentation INFO: Sample: 320, Validation pixAcc: 0.944, mIoU: 0.707
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2023-08-01 07:16:21,295 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.944, mIoU: 0.707
2023-08-01 07:16:21,398 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.944, mIoU: 0.707
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2023-08-01 07:16:21,608 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.944, mIoU: 0.708
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2023-08-01 07:16:22,028 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.945, mIoU: 0.709
2023-08-01 07:16:22,134 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.945, mIoU: 0.709
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2023-08-01 07:16:22,863 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.945, mIoU: 0.710
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2023-08-01 07:16:24,050 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.946, mIoU: 0.711
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2023-08-01 07:16:25,093 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.947, mIoU: 0.712
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2023-08-01 07:16:25,403 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.947, mIoU: 0.711
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2023-08-01 07:16:25,619 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.947, mIoU: 0.711
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2023-08-01 07:16:26,039 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.947, mIoU: 0.712
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2023-08-01 07:16:26,899 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.947, mIoU: 0.712
2023-08-01 07:16:27,006 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.947, mIoU: 0.713
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2023-08-01 07:16:27,218 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.948, mIoU: 0.713
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2023-08-01 07:16:27,533 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.948, mIoU: 0.714
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2023-08-01 07:16:27,951 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.948, mIoU: 0.714
2023-08-01 07:16:28,056 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.948, mIoU: 0.714
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2023-08-01 07:16:30,489 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-01 07:16:30,602 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.949, mIoU: 0.715
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2023-08-01 07:16:30,819 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.949, mIoU: 0.715
2023-08-01 07:16:30,928 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.949, mIoU: 0.716
2023-08-01 07:16:31,033 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-01 07:16:31,138 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-01 07:16:31,240 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.950, mIoU: 0.716
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2023-08-01 07:16:31,447 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-01 07:16:31,551 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-01 07:16:31,660 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-01 07:16:31,766 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.950, mIoU: 0.716
2023-08-01 07:16:31,872 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-01 07:16:31,978 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-01 07:16:32,090 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-01 07:16:32,194 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-01 07:16:32,299 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-01 07:16:32,405 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-01 07:16:32,513 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-01 07:16:32,620 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-01 07:16:32,723 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-01 07:16:32,829 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.950, mIoU: 0.717
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2023-08-01 07:16:33,047 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.950, mIoU: 0.717
2023-08-01 07:16:33,158 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-01 07:16:33,265 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.951, mIoU: 0.717
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2023-08-01 07:16:33,584 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-01 07:16:33,689 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-01 07:16:33,794 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-01 07:16:33,898 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.951, mIoU: 0.717
2023-08-01 07:16:34,003 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.951, mIoU: 0.717
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2023-08-01 07:16:34,212 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.951, mIoU: 0.717
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2023-08-01 07:16:34,420 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.951, mIoU: 0.718
2023-08-01 07:16:34,526 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.951, mIoU: 0.718
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2023-08-01 07:16:35,074 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.951, mIoU: 0.718
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2023-08-01 07:16:35,290 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.951, mIoU: 0.719
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2023-08-01 07:16:35,945 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.951, mIoU: 0.720
2023-08-01 07:16:36,054 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.952, mIoU: 0.720
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2023-08-01 07:16:36,583 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.952, mIoU: 0.720
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2023-08-01 07:16:36,808 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.952, mIoU: 0.720
2023-08-01 07:16:36,912 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.952, mIoU: 0.720
2023-08-01 07:16:37,019 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.952, mIoU: 0.720
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2023-08-01 07:16:37,773 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.952, mIoU: 0.720
2023-08-01 07:16:37,877 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.952, mIoU: 0.720
2023-08-01 07:16:37,986 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.952, mIoU: 0.720
2023-08-01 07:16:38,090 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.952, mIoU: 0.719
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2023-08-01 07:16:38,404 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.952, mIoU: 0.720
2023-08-01 07:16:38,506 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.952, mIoU: 0.720
2023-08-01 07:16:38,609 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-01 07:16:38,716 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-01 07:16:38,818 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-01 07:16:38,920 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-01 07:16:39,023 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-01 07:16:39,126 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-01 07:16:39,228 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-01 07:16:39,330 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-01 07:16:39,432 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-01 07:16:39,534 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-01 07:16:39,637 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-01 07:16:39,743 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-01 07:16:39,846 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-01 07:16:39,948 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.952, mIoU: 0.721
2023-08-01 07:17:11,532 semantic_segmentation INFO: Iters: 121610/150000 || Lr: 0.004471 || Task Loss: 0.0836 || KD Loss: 0.0225|| 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: 4 days, 17:34:18 || Estimated Time: 1 day, 2:30:48
2023-08-01 07:17:42,693 semantic_segmentation INFO: Iters: 121620/150000 || Lr: 0.004470 || Task Loss: 0.2377 || KD Loss: 0.0625|| 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: 4 days, 17:34:49 || Estimated Time: 1 day, 2:30:14
2023-08-01 07:18:13,852 semantic_segmentation INFO: Iters: 121630/150000 || Lr: 0.004468 || Task Loss: 0.1577 || KD Loss: 0.0358|| 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: 4 days, 17:35:20 || Estimated Time: 1 day, 2:29:39
2023-08-01 07:18:45,048 semantic_segmentation INFO: Iters: 121640/150000 || Lr: 0.004467 || Task Loss: 0.2793 || KD Loss: 0.1267|| 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: 4 days, 17:35:51 || Estimated Time: 1 day, 2:29:05
2023-08-01 07:19:16,201 semantic_segmentation INFO: Iters: 121650/150000 || Lr: 0.004465 || Task Loss: 0.1851 || KD Loss: 0.0348|| 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: 4 days, 17:36:23 || Estimated Time: 1 day, 2:28:31
2023-08-01 07:19:47,309 semantic_segmentation INFO: Iters: 121660/150000 || Lr: 0.004464 || Task Loss: 0.1857 || KD Loss: 0.0339|| 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: 4 days, 17:36:54 || Estimated Time: 1 day, 2:27:57
2023-08-01 07:20:18,474 semantic_segmentation INFO: Iters: 121670/150000 || Lr: 0.004463 || Task Loss: 0.1658 || KD Loss: 0.0344|| 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: 4 days, 17:37:25 || Estimated Time: 1 day, 2:27:23
2023-08-01 07:20:49,672 semantic_segmentation INFO: Iters: 121680/150000 || Lr: 0.004461 || Task Loss: 0.1507 || KD Loss: 0.0490|| 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: 4 days, 17:37:56 || Estimated Time: 1 day, 2:26:48
2023-08-01 07:21:20,880 semantic_segmentation INFO: Iters: 121690/150000 || Lr: 0.004460 || Task Loss: 0.1622 || KD Loss: 0.0304|| 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: 4 days, 17:38:27 || Estimated Time: 1 day, 2:26:14
2023-08-01 07:21:52,079 semantic_segmentation INFO: Iters: 121700/150000 || Lr: 0.004458 || Task Loss: 0.1505 || KD Loss: 0.0352|| 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: 4 days, 17:38:58 || Estimated Time: 1 day, 2:25:40
2023-08-01 07:22:23,306 semantic_segmentation INFO: Iters: 121710/150000 || Lr: 0.004457 || Task Loss: 0.1956 || KD Loss: 0.0535|| 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: 4 days, 17:39:30 || Estimated Time: 1 day, 2:25:06
2023-08-01 07:22:54,506 semantic_segmentation INFO: Iters: 121720/150000 || Lr: 0.004455 || Task Loss: 0.1588 || KD Loss: 0.0321|| 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: 4 days, 17:40:01 || Estimated Time: 1 day, 2:24:32
2023-08-01 07:23:25,712 semantic_segmentation INFO: Iters: 121730/150000 || Lr: 0.004454 || Task Loss: 0.1796 || KD Loss: 0.0356|| 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: 4 days, 17:40:32 || Estimated Time: 1 day, 2:23:57
2023-08-01 07:23:56,942 semantic_segmentation INFO: Iters: 121740/150000 || Lr: 0.004453 || Task Loss: 0.1864 || KD Loss: 0.0346|| 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: 4 days, 17:41:03 || Estimated Time: 1 day, 2:23:23
2023-08-01 07:24:28,142 semantic_segmentation INFO: Iters: 121750/150000 || Lr: 0.004451 || Task Loss: 0.1709 || KD Loss: 0.0388|| 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: 4 days, 17:41:34 || Estimated Time: 1 day, 2:22:49
2023-08-01 07:24:59,363 semantic_segmentation INFO: Iters: 121760/150000 || Lr: 0.004450 || Task Loss: 0.1358 || KD Loss: 0.0322|| 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 days, 17:42:06 || Estimated Time: 1 day, 2:22:15
2023-08-01 07:25:30,549 semantic_segmentation INFO: Iters: 121770/150000 || Lr: 0.004448 || Task Loss: 0.1948 || KD Loss: 0.0428|| 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: 4 days, 17:42:37 || Estimated Time: 1 day, 2:21:41
2023-08-01 07:26:01,727 semantic_segmentation INFO: Iters: 121780/150000 || Lr: 0.004447 || Task Loss: 0.1658 || KD Loss: 0.0273|| 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: 4 days, 17:43:08 || Estimated Time: 1 day, 2:21:07
2023-08-01 07:26:32,935 semantic_segmentation INFO: Iters: 121790/150000 || Lr: 0.004446 || Task Loss: 0.1837 || KD Loss: 0.0474|| 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: 4 days, 17:43:39 || Estimated Time: 1 day, 2:20:32
2023-08-01 07:27:04,209 semantic_segmentation INFO: Iters: 121800/150000 || Lr: 0.004444 || Task Loss: 0.1553 || KD Loss: 0.0339|| 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: 4 days, 17:44:11 || Estimated Time: 1 day, 2:19:58
2023-08-01 07:27:35,432 semantic_segmentation INFO: Iters: 121810/150000 || Lr: 0.004443 || Task Loss: 0.1465 || KD Loss: 0.0371|| 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: 4 days, 17:44:42 || Estimated Time: 1 day, 2:19:24
2023-08-01 07:28:06,676 semantic_segmentation INFO: Iters: 121820/150000 || Lr: 0.004441 || Task Loss: 0.1685 || KD Loss: 0.0320|| 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: 4 days, 17:45:13 || Estimated Time: 1 day, 2:18:50
2023-08-01 07:28:37,902 semantic_segmentation INFO: Iters: 121830/150000 || Lr: 0.004440 || Task Loss: 0.1617 || KD Loss: 0.0336|| 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: 4 days, 17:45:44 || Estimated Time: 1 day, 2:18:16
2023-08-01 07:29:09,198 semantic_segmentation INFO: Iters: 121840/150000 || Lr: 0.004438 || Task Loss: 0.1938 || KD Loss: 0.0321|| 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: 4 days, 17:46:16 || Estimated Time: 1 day, 2:17:42
2023-08-01 07:29:40,415 semantic_segmentation INFO: Iters: 121850/150000 || Lr: 0.004437 || Task Loss: 0.1529 || KD Loss: 0.0256|| 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: 4 days, 17:46:47 || Estimated Time: 1 day, 2:17:07
2023-08-01 07:30:11,619 semantic_segmentation INFO: Iters: 121860/150000 || Lr: 0.004436 || Task Loss: 0.1592 || KD Loss: 0.0300|| 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: 4 days, 17:47:18 || Estimated Time: 1 day, 2:16:33
2023-08-01 07:30:42,852 semantic_segmentation INFO: Iters: 121870/150000 || Lr: 0.004434 || Task Loss: 0.1813 || KD Loss: 0.0310|| 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: 4 days, 17:47:49 || Estimated Time: 1 day, 2:15:59
2023-08-01 07:31:14,054 semantic_segmentation INFO: Iters: 121880/150000 || Lr: 0.004433 || Task Loss: 0.1895 || KD Loss: 0.0346|| 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: 4 days, 17:48:20 || Estimated Time: 1 day, 2:15:25
2023-08-01 07:31:45,299 semantic_segmentation INFO: Iters: 121890/150000 || Lr: 0.004431 || Task Loss: 0.1706 || KD Loss: 0.0524|| 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: 4 days, 17:48:52 || Estimated Time: 1 day, 2:14:51
2023-08-01 07:32:16,544 semantic_segmentation INFO: Iters: 121900/150000 || Lr: 0.004430 || Task Loss: 0.1630 || KD Loss: 0.0336|| 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: 4 days, 17:49:23 || Estimated Time: 1 day, 2:14:17
2023-08-01 07:32:47,768 semantic_segmentation INFO: Iters: 121910/150000 || Lr: 0.004429 || Task Loss: 0.2397 || KD Loss: 0.0666|| 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: 4 days, 17:49:54 || Estimated Time: 1 day, 2:13:42
2023-08-01 07:33:19,060 semantic_segmentation INFO: Iters: 121920/150000 || Lr: 0.004427 || Task Loss: 0.2058 || KD Loss: 0.0435|| 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: 4 days, 17:50:25 || Estimated Time: 1 day, 2:13:08
2023-08-01 07:33:50,298 semantic_segmentation INFO: Iters: 121930/150000 || Lr: 0.004426 || Task Loss: 0.1756 || KD Loss: 0.0364|| 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: 4 days, 17:50:57 || Estimated Time: 1 day, 2:12:34
2023-08-01 07:34:21,511 semantic_segmentation INFO: Iters: 121940/150000 || Lr: 0.004424 || Task Loss: 0.1502 || KD Loss: 0.0252|| 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: 4 days, 17:51:28 || Estimated Time: 1 day, 2:12:00
2023-08-01 07:34:52,735 semantic_segmentation INFO: Iters: 121950/150000 || Lr: 0.004423 || Task Loss: 0.1551 || KD Loss: 0.0328|| 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: 4 days, 17:51:59 || Estimated Time: 1 day, 2:11:26
2023-08-01 07:35:23,979 semantic_segmentation INFO: Iters: 121960/150000 || Lr: 0.004421 || Task Loss: 0.1947 || KD Loss: 0.0405|| 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 days, 17:52:30 || Estimated Time: 1 day, 2:10:52
2023-08-01 07:35:55,215 semantic_segmentation INFO: Iters: 121970/150000 || Lr: 0.004420 || Task Loss: 0.1417 || KD Loss: 0.0275|| 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: 4 days, 17:53:02 || Estimated Time: 1 day, 2:10:17
2023-08-01 07:36:26,483 semantic_segmentation INFO: Iters: 121980/150000 || Lr: 0.004419 || Task Loss: 0.2159 || KD Loss: 0.0358|| 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: 4 days, 17:53:33 || Estimated Time: 1 day, 2:09:43
2023-08-01 07:36:57,733 semantic_segmentation INFO: Iters: 121990/150000 || Lr: 0.004417 || Task Loss: 0.2126 || KD Loss: 0.0380|| 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: 4 days, 17:54:04 || Estimated Time: 1 day, 2:09:09
2023-08-01 07:37:28,989 semantic_segmentation INFO: Iters: 122000/150000 || Lr: 0.004416 || Task Loss: 0.1392 || KD Loss: 0.0294|| 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: 4 days, 17:54:35 || Estimated Time: 1 day, 2:08:35
2023-08-01 07:38:00,274 semantic_segmentation INFO: Iters: 122010/150000 || Lr: 0.004414 || Task Loss: 0.1601 || KD Loss: 0.0382|| 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: 4 days, 17:55:07 || Estimated Time: 1 day, 2:08:01
2023-08-01 07:38:31,496 semantic_segmentation INFO: Iters: 122020/150000 || Lr: 0.004413 || Task Loss: 0.1808 || KD Loss: 0.0331|| 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: 4 days, 17:55:38 || Estimated Time: 1 day, 2:07:27
2023-08-01 07:39:02,730 semantic_segmentation INFO: Iters: 122030/150000 || Lr: 0.004411 || Task Loss: 0.1422 || KD Loss: 0.0331|| 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: 4 days, 17:56:09 || Estimated Time: 1 day, 2:06:53
2023-08-01 07:39:33,976 semantic_segmentation INFO: Iters: 122040/150000 || Lr: 0.004410 || Task Loss: 0.1729 || KD Loss: 0.0327|| 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: 4 days, 17:56:40 || Estimated Time: 1 day, 2:06:18
2023-08-01 07:40:05,265 semantic_segmentation INFO: Iters: 122050/150000 || Lr: 0.004409 || Task Loss: 0.2572 || KD Loss: 0.0657|| 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: 4 days, 17:57:12 || Estimated Time: 1 day, 2:05:44
2023-08-01 07:40:36,534 semantic_segmentation INFO: Iters: 122060/150000 || Lr: 0.004407 || Task Loss: 0.2948 || KD Loss: 0.0611|| 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: 4 days, 17:57:43 || Estimated Time: 1 day, 2:05:10
2023-08-01 07:41:07,740 semantic_segmentation INFO: Iters: 122070/150000 || Lr: 0.004406 || Task Loss: 0.1873 || KD Loss: 0.0374|| 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: 4 days, 17:58:14 || Estimated Time: 1 day, 2:04:36
2023-08-01 07:41:39,015 semantic_segmentation INFO: Iters: 122080/150000 || Lr: 0.004404 || Task Loss: 0.1360 || KD Loss: 0.0398|| 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: 4 days, 17:58:45 || Estimated Time: 1 day, 2:04:02
2023-08-01 07:42:10,307 semantic_segmentation INFO: Iters: 122090/150000 || Lr: 0.004403 || Task Loss: 0.1771 || KD Loss: 0.0277|| 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: 4 days, 17:59:17 || Estimated Time: 1 day, 2:03:28
2023-08-01 07:42:41,537 semantic_segmentation INFO: Iters: 122100/150000 || Lr: 0.004402 || Task Loss: 0.1953 || KD Loss: 0.0369|| 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: 4 days, 17:59:48 || Estimated Time: 1 day, 2:02:54
2023-08-01 07:43:12,783 semantic_segmentation INFO: Iters: 122110/150000 || Lr: 0.004400 || Task Loss: 0.2536 || KD Loss: 0.0503|| 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: 4 days, 18:00:19 || Estimated Time: 1 day, 2:02:19
2023-08-01 07:43:43,991 semantic_segmentation INFO: Iters: 122120/150000 || Lr: 0.004399 || Task Loss: 0.1703 || KD Loss: 0.0368|| 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: 4 days, 18:00:50 || Estimated Time: 1 day, 2:01:45
2023-08-01 07:44:15,261 semantic_segmentation INFO: Iters: 122130/150000 || Lr: 0.004397 || Task Loss: 0.1930 || KD Loss: 0.0292|| 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: 4 days, 18:01:22 || Estimated Time: 1 day, 2:01:11
2023-08-01 07:44:46,502 semantic_segmentation INFO: Iters: 122140/150000 || Lr: 0.004396 || Task Loss: 0.1569 || KD Loss: 0.0661|| 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: 4 days, 18:01:53 || Estimated Time: 1 day, 2:00:37
2023-08-01 07:45:17,755 semantic_segmentation INFO: Iters: 122150/150000 || Lr: 0.004394 || Task Loss: 0.2020 || KD Loss: 0.0335|| 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: 4 days, 18:02:24 || Estimated Time: 1 day, 2:00:03
2023-08-01 07:45:49,059 semantic_segmentation INFO: Iters: 122160/150000 || Lr: 0.004393 || Task Loss: 0.1267 || KD Loss: 0.0303|| 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: 4 days, 18:02:55 || Estimated Time: 1 day, 1:59:29
2023-08-01 07:46:20,332 semantic_segmentation INFO: Iters: 122170/150000 || Lr: 0.004392 || Task Loss: 0.1655 || KD Loss: 0.0325|| 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: 4 days, 18:03:27 || Estimated Time: 1 day, 1:58:54
2023-08-01 07:46:51,562 semantic_segmentation INFO: Iters: 122180/150000 || Lr: 0.004390 || Task Loss: 0.1842 || KD Loss: 0.0434|| 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: 4 days, 18:03:58 || Estimated Time: 1 day, 1:58:20
2023-08-01 07:47:22,861 semantic_segmentation INFO: Iters: 122190/150000 || Lr: 0.004389 || Task Loss: 0.1375 || KD Loss: 0.0256|| 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: 4 days, 18:04:29 || Estimated Time: 1 day, 1:57:46
2023-08-01 07:47:54,128 semantic_segmentation INFO: Iters: 122200/150000 || Lr: 0.004387 || Task Loss: 0.1648 || KD Loss: 0.0318|| 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: 4 days, 18:05:00 || Estimated Time: 1 day, 1:57:12
2023-08-01 07:48:25,353 semantic_segmentation INFO: Iters: 122210/150000 || Lr: 0.004386 || Task Loss: 0.1642 || KD Loss: 0.0339|| 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: 4 days, 18:05:32 || Estimated Time: 1 day, 1:56:38
2023-08-01 07:48:56,594 semantic_segmentation INFO: Iters: 122220/150000 || Lr: 0.004385 || Task Loss: 0.1645 || KD Loss: 0.0320|| 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: 4 days, 18:06:03 || Estimated Time: 1 day, 1:56:04
2023-08-01 07:49:27,862 semantic_segmentation INFO: Iters: 122230/150000 || Lr: 0.004383 || Task Loss: 0.1332 || KD Loss: 0.0268|| 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: 4 days, 18:06:34 || Estimated Time: 1 day, 1:55:30
2023-08-01 07:49:59,104 semantic_segmentation INFO: Iters: 122240/150000 || Lr: 0.004382 || Task Loss: 0.1602 || KD Loss: 0.0381|| 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: 4 days, 18:07:05 || Estimated Time: 1 day, 1:54:55
2023-08-01 07:50:30,401 semantic_segmentation INFO: Iters: 122250/150000 || Lr: 0.004380 || Task Loss: 0.1599 || KD Loss: 0.0514|| 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: 4 days, 18:07:37 || Estimated Time: 1 day, 1:54:21
2023-08-01 07:51:01,680 semantic_segmentation INFO: Iters: 122260/150000 || Lr: 0.004379 || Task Loss: 0.1933 || KD Loss: 0.0512|| 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: 4 days, 18:08:08 || Estimated Time: 1 day, 1:53:47
2023-08-01 07:51:32,944 semantic_segmentation INFO: Iters: 122270/150000 || Lr: 0.004377 || Task Loss: 0.1261 || KD Loss: 0.0211|| 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: 4 days, 18:08:39 || Estimated Time: 1 day, 1:53:13
2023-08-01 07:52:04,236 semantic_segmentation INFO: Iters: 122280/150000 || Lr: 0.004376 || Task Loss: 0.1420 || KD Loss: 0.0313|| 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: 4 days, 18:09:11 || Estimated Time: 1 day, 1:52:39
2023-08-01 07:52:35,539 semantic_segmentation INFO: Iters: 122290/150000 || Lr: 0.004375 || Task Loss: 0.1598 || KD Loss: 0.0319|| 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: 4 days, 18:09:42 || Estimated Time: 1 day, 1:52:05
2023-08-01 07:53:06,810 semantic_segmentation INFO: Iters: 122300/150000 || Lr: 0.004373 || Task Loss: 0.1890 || KD Loss: 0.0366|| 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: 4 days, 18:10:13 || Estimated Time: 1 day, 1:51:31
2023-08-01 07:53:38,081 semantic_segmentation INFO: Iters: 122310/150000 || Lr: 0.004372 || Task Loss: 0.2087 || KD Loss: 0.0425|| 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: 4 days, 18:10:44 || Estimated Time: 1 day, 1:50:57
2023-08-01 07:54:09,378 semantic_segmentation INFO: Iters: 122320/150000 || Lr: 0.004370 || Task Loss: 0.2037 || KD Loss: 0.0411|| 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: 4 days, 18:11:16 || Estimated Time: 1 day, 1:50:22
2023-08-01 07:54:40,653 semantic_segmentation INFO: Iters: 122330/150000 || Lr: 0.004369 || Task Loss: 0.1181 || KD Loss: 0.0286|| 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: 4 days, 18:11:47 || Estimated Time: 1 day, 1:49:48
2023-08-01 07:55:11,916 semantic_segmentation INFO: Iters: 122340/150000 || Lr: 0.004367 || Task Loss: 0.1210 || KD Loss: 0.0339|| 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: 4 days, 18:12:18 || Estimated Time: 1 day, 1:49:14
2023-08-01 07:55:43,208 semantic_segmentation INFO: Iters: 122350/150000 || Lr: 0.004366 || Task Loss: 0.1841 || KD Loss: 0.0409|| 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: 4 days, 18:12:50 || Estimated Time: 1 day, 1:48:40
2023-08-01 07:56:14,492 semantic_segmentation INFO: Iters: 122360/150000 || Lr: 0.004365 || Task Loss: 0.2310 || KD Loss: 0.0902|| 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: 4 days, 18:13:21 || Estimated Time: 1 day, 1:48:06
2023-08-01 07:56:45,820 semantic_segmentation INFO: Iters: 122370/150000 || Lr: 0.004363 || Task Loss: 0.1630 || KD Loss: 0.0336|| 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: 4 days, 18:13:52 || Estimated Time: 1 day, 1:47:32
2023-08-01 07:57:17,165 semantic_segmentation INFO: Iters: 122380/150000 || Lr: 0.004362 || Task Loss: 0.1583 || KD Loss: 0.0406|| 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: 4 days, 18:14:24 || Estimated Time: 1 day, 1:46:58
2023-08-01 07:57:48,430 semantic_segmentation INFO: Iters: 122390/150000 || Lr: 0.004360 || Task Loss: 0.1389 || KD Loss: 0.0287|| 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: 4 days, 18:14:55 || Estimated Time: 1 day, 1:46:23
2023-08-01 07:58:19,709 semantic_segmentation INFO: Iters: 122400/150000 || Lr: 0.004359 || Task Loss: 0.1815 || KD Loss: 0.0392|| 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: 4 days, 18:15:26 || Estimated Time: 1 day, 1:45:49
2023-08-01 07:58:19,783 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-01 07:58:20,700 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.977, mIoU: 0.419
2023-08-01 07:58:20,807 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.523
2023-08-01 07:58:20,912 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.979, mIoU: 0.529
2023-08-01 07:58:21,016 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.551
2023-08-01 07:58:21,121 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.568
2023-08-01 07:58:21,226 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.572
2023-08-01 07:58:21,334 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.975, mIoU: 0.603
2023-08-01 07:58:21,439 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.974, mIoU: 0.641
2023-08-01 07:58:21,544 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.974, mIoU: 0.685
2023-08-01 07:58:21,647 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.972, mIoU: 0.737
2023-08-01 07:58:21,749 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.971, mIoU: 0.744
2023-08-01 07:58:21,854 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.969, mIoU: 0.770
2023-08-01 07:58:21,960 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.969, mIoU: 0.770
2023-08-01 07:58:22,063 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.966, mIoU: 0.763
2023-08-01 07:58:22,167 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.965, mIoU: 0.760
2023-08-01 07:58:22,270 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.962, mIoU: 0.748
2023-08-01 07:58:22,377 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.961, mIoU: 0.748
2023-08-01 07:58:22,483 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.961, mIoU: 0.748
2023-08-01 07:58:22,589 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.960, mIoU: 0.755
2023-08-01 07:58:22,695 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.961, mIoU: 0.763
2023-08-01 07:58:22,800 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.960, mIoU: 0.762
2023-08-01 07:58:22,906 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 07:58:23,015 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 07:58:23,123 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.766
2023-08-01 07:58:23,229 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.955, mIoU: 0.779
2023-08-01 07:58:23,335 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.955, mIoU: 0.780
2023-08-01 07:58:23,440 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.765
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2023-08-01 07:58:23,953 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.762
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2023-08-01 07:58:24,685 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.951, mIoU: 0.749
2023-08-01 07:58:24,793 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.952, mIoU: 0.750
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2023-08-01 07:58:25,002 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.952, mIoU: 0.749
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2023-08-01 07:58:26,069 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.954, mIoU: 0.756
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2023-08-01 07:58:26,923 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.762
2023-08-01 07:58:27,028 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.765
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2023-08-01 07:59:05,338 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 07:59:05,443 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 07:59:05,546 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 07:59:05,653 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 07:59:05,757 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 07:59:05,867 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 07:59:05,983 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 07:59:06,088 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 07:59:06,191 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 07:59:06,296 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 07:59:06,405 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 07:59:06,510 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 07:59:06,615 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 07:59:06,721 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 07:59:06,829 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 07:59:06,937 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 07:59:07,047 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 07:59:07,155 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 07:59:07,266 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 07:59:07,374 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 07:59:07,480 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-01 07:59:07,584 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-01 07:59:07,689 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-01 07:59:07,792 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-01 07:59:07,897 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-01 07:59:08,004 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-01 07:59:08,110 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-01 07:59:08,216 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-01 07:59:08,326 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-01 07:59:08,438 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-01 07:59:08,543 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-01 07:59:08,647 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-01 07:59:08,753 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-01 07:59:08,862 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-01 07:59:08,967 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-01 07:59:09,076 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-01 07:59:09,180 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 07:59:09,286 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 07:59:09,396 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 07:59:09,506 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 07:59:09,614 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 07:59:09,721 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 07:59:09,826 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 07:59:09,933 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 07:59:10,039 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 07:59:10,143 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 07:59:10,248 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 07:59:10,354 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 07:59:10,456 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 07:59:10,560 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 07:59:10,665 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 07:59:10,767 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 07:59:10,873 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 07:59:10,980 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 07:59:11,091 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-01 07:59:11,197 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-01 07:59:11,303 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-01 07:59:11,409 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-01 07:59:11,516 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-01 07:59:11,622 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-01 07:59:11,727 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-01 07:59:11,832 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-01 07:59:11,937 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.957, mIoU: 0.759
2023-08-01 07:59:12,043 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-01 07:59:12,149 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-01 07:59:12,255 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-01 07:59:12,363 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-01 07:59:12,470 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-01 07:59:12,578 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-01 07:59:12,685 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-01 07:59:12,791 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-01 07:59:12,897 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.957, mIoU: 0.760
2023-08-01 07:59:13,001 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-01 07:59:13,108 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-01 07:59:13,210 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-01 07:59:13,312 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-01 07:59:13,414 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-01 07:59:45,056 semantic_segmentation INFO: Iters: 122410/150000 || Lr: 0.004358 || Task Loss: 0.1504 || KD Loss: 0.0236|| 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: 4 days, 18:16:51 || Estimated Time: 1 day, 1:45:27
2023-08-01 08:00:16,319 semantic_segmentation INFO: Iters: 122420/150000 || Lr: 0.004356 || Task Loss: 0.1776 || KD Loss: 0.0354|| 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: 4 days, 18:17:23 || Estimated Time: 1 day, 1:44:53
2023-08-01 08:00:47,575 semantic_segmentation INFO: Iters: 122430/150000 || Lr: 0.004355 || Task Loss: 0.1686 || KD Loss: 0.0331|| 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: 4 days, 18:17:54 || Estimated Time: 1 day, 1:44:19
2023-08-01 08:01:18,854 semantic_segmentation INFO: Iters: 122440/150000 || Lr: 0.004353 || Task Loss: 0.1488 || KD Loss: 0.0283|| 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: 4 days, 18:18:25 || Estimated Time: 1 day, 1:43:45
2023-08-01 08:01:50,143 semantic_segmentation INFO: Iters: 122450/150000 || Lr: 0.004352 || Task Loss: 0.1791 || KD Loss: 0.0325|| 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: 4 days, 18:18:56 || Estimated Time: 1 day, 1:43:11
2023-08-01 08:02:21,478 semantic_segmentation INFO: Iters: 122460/150000 || Lr: 0.004350 || Task Loss: 0.1852 || KD Loss: 0.0363|| 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: 4 days, 18:19:28 || Estimated Time: 1 day, 1:42:37
2023-08-01 08:02:52,736 semantic_segmentation INFO: Iters: 122470/150000 || Lr: 0.004349 || Task Loss: 0.3098 || KD Loss: 0.1583|| 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: 4 days, 18:19:59 || Estimated Time: 1 day, 1:42:03
2023-08-01 08:03:24,035 semantic_segmentation INFO: Iters: 122480/150000 || Lr: 0.004348 || Task Loss: 0.1449 || KD Loss: 0.0276|| 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: 4 days, 18:20:30 || Estimated Time: 1 day, 1:41:28
2023-08-01 08:03:55,377 semantic_segmentation INFO: Iters: 122490/150000 || Lr: 0.004346 || Task Loss: 0.2584 || KD Loss: 0.0452|| 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: 4 days, 18:21:02 || Estimated Time: 1 day, 1:40:54
2023-08-01 08:04:26,682 semantic_segmentation INFO: Iters: 122500/150000 || Lr: 0.004345 || Task Loss: 0.1759 || KD Loss: 0.0819|| 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: 4 days, 18:21:33 || Estimated Time: 1 day, 1:40:20
2023-08-01 08:04:57,986 semantic_segmentation INFO: Iters: 122510/150000 || Lr: 0.004343 || Task Loss: 0.1320 || KD Loss: 0.0345|| 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: 4 days, 18:22:04 || Estimated Time: 1 day, 1:39:46
2023-08-01 08:05:29,314 semantic_segmentation INFO: Iters: 122520/150000 || Lr: 0.004342 || Task Loss: 0.1798 || KD Loss: 0.0325|| 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: 4 days, 18:22:36 || Estimated Time: 1 day, 1:39:12
2023-08-01 08:06:00,652 semantic_segmentation INFO: Iters: 122530/150000 || Lr: 0.004340 || Task Loss: 0.3006 || KD Loss: 0.0713|| 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 days, 18:23:07 || Estimated Time: 1 day, 1:38:38
2023-08-01 08:06:31,959 semantic_segmentation INFO: Iters: 122540/150000 || Lr: 0.004339 || Task Loss: 0.1412 || KD Loss: 0.0257|| 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: 4 days, 18:23:38 || Estimated Time: 1 day, 1:38:04
2023-08-01 08:07:03,282 semantic_segmentation INFO: Iters: 122550/150000 || Lr: 0.004338 || Task Loss: 0.1381 || KD Loss: 0.0352|| 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: 4 days, 18:24:10 || Estimated Time: 1 day, 1:37:30
2023-08-01 08:07:34,564 semantic_segmentation INFO: Iters: 122560/150000 || Lr: 0.004336 || Task Loss: 0.1553 || KD Loss: 0.0349|| 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: 4 days, 18:24:41 || Estimated Time: 1 day, 1:36:56
2023-08-01 08:08:05,900 semantic_segmentation INFO: Iters: 122570/150000 || Lr: 0.004335 || Task Loss: 0.1917 || KD Loss: 0.0467|| 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: 4 days, 18:25:12 || Estimated Time: 1 day, 1:36:21
2023-08-01 08:08:37,219 semantic_segmentation INFO: Iters: 122580/150000 || Lr: 0.004333 || Task Loss: 0.1536 || KD Loss: 0.0247|| 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: 4 days, 18:25:44 || Estimated Time: 1 day, 1:35:47
2023-08-01 08:09:08,557 semantic_segmentation INFO: Iters: 122590/150000 || Lr: 0.004332 || Task Loss: 0.1492 || KD Loss: 0.0369|| 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: 4 days, 18:26:15 || Estimated Time: 1 day, 1:35:13
2023-08-01 08:09:39,887 semantic_segmentation INFO: Iters: 122600/150000 || Lr: 0.004330 || Task Loss: 0.1737 || KD Loss: 0.0408|| 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: 4 days, 18:26:46 || Estimated Time: 1 day, 1:34:39
2023-08-01 08:10:11,172 semantic_segmentation INFO: Iters: 122610/150000 || Lr: 0.004329 || Task Loss: 0.1702 || KD Loss: 0.0488|| 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: 4 days, 18:27:18 || Estimated Time: 1 day, 1:34:05
2023-08-01 08:10:42,484 semantic_segmentation INFO: Iters: 122620/150000 || Lr: 0.004328 || Task Loss: 0.1604 || KD Loss: 0.0560|| 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: 4 days, 18:27:49 || Estimated Time: 1 day, 1:33:31
2023-08-01 08:11:13,840 semantic_segmentation INFO: Iters: 122630/150000 || Lr: 0.004326 || Task Loss: 0.1420 || KD Loss: 0.0376|| 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: 4 days, 18:28:20 || Estimated Time: 1 day, 1:32:57
2023-08-01 08:11:45,117 semantic_segmentation INFO: Iters: 122640/150000 || Lr: 0.004325 || Task Loss: 0.1701 || KD Loss: 0.0300|| 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: 4 days, 18:28:51 || Estimated Time: 1 day, 1:32:23
2023-08-01 08:12:16,456 semantic_segmentation INFO: Iters: 122650/150000 || Lr: 0.004323 || Task Loss: 0.1294 || KD Loss: 0.0334|| 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: 4 days, 18:29:23 || Estimated Time: 1 day, 1:31:48
2023-08-01 08:12:47,755 semantic_segmentation INFO: Iters: 122660/150000 || Lr: 0.004322 || Task Loss: 0.1589 || KD Loss: 0.0293|| 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: 4 days, 18:29:54 || Estimated Time: 1 day, 1:31:14
2023-08-01 08:13:19,096 semantic_segmentation INFO: Iters: 122670/150000 || Lr: 0.004321 || Task Loss: 0.1915 || KD Loss: 0.0447|| 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: 4 days, 18:30:25 || Estimated Time: 1 day, 1:30:40
2023-08-01 08:13:50,437 semantic_segmentation INFO: Iters: 122680/150000 || Lr: 0.004319 || Task Loss: 0.1856 || KD Loss: 0.0354|| 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: 4 days, 18:30:57 || Estimated Time: 1 day, 1:30:06
2023-08-01 08:14:21,772 semantic_segmentation INFO: Iters: 122690/150000 || Lr: 0.004318 || Task Loss: 0.1573 || KD Loss: 0.0344|| 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: 4 days, 18:31:28 || Estimated Time: 1 day, 1:29:32
2023-08-01 08:14:53,081 semantic_segmentation INFO: Iters: 122700/150000 || Lr: 0.004316 || Task Loss: 0.1280 || KD Loss: 0.0309|| 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: 4 days, 18:31:59 || Estimated Time: 1 day, 1:28:58
2023-08-01 08:15:24,405 semantic_segmentation INFO: Iters: 122710/150000 || Lr: 0.004315 || Task Loss: 0.1403 || KD Loss: 0.0401|| 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: 4 days, 18:32:31 || Estimated Time: 1 day, 1:28:24
2023-08-01 08:15:55,775 semantic_segmentation INFO: Iters: 122720/150000 || Lr: 0.004313 || Task Loss: 0.2055 || KD Loss: 0.0343|| 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: 4 days, 18:33:02 || Estimated Time: 1 day, 1:27:50
2023-08-01 08:16:27,120 semantic_segmentation INFO: Iters: 122730/150000 || Lr: 0.004312 || Task Loss: 0.1482 || KD Loss: 0.0287|| 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: 4 days, 18:33:33 || Estimated Time: 1 day, 1:27:16
2023-08-01 08:16:58,488 semantic_segmentation INFO: Iters: 122740/150000 || Lr: 0.004311 || Task Loss: 0.1349 || KD Loss: 0.0257|| 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: 4 days, 18:34:05 || Estimated Time: 1 day, 1:26:42
2023-08-01 08:17:29,895 semantic_segmentation INFO: Iters: 122750/150000 || Lr: 0.004309 || Task Loss: 0.1615 || KD Loss: 0.0305|| 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: 4 days, 18:34:36 || Estimated Time: 1 day, 1:26:07
2023-08-01 08:18:01,250 semantic_segmentation INFO: Iters: 122760/150000 || Lr: 0.004308 || Task Loss: 0.1543 || KD Loss: 0.0495|| 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: 4 days, 18:35:08 || Estimated Time: 1 day, 1:25:33
2023-08-01 08:18:32,574 semantic_segmentation INFO: Iters: 122770/150000 || Lr: 0.004306 || Task Loss: 0.2124 || KD Loss: 0.0419|| 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: 4 days, 18:35:39 || Estimated Time: 1 day, 1:24:59
2023-08-01 08:19:03,949 semantic_segmentation INFO: Iters: 122780/150000 || Lr: 0.004305 || Task Loss: 0.1492 || KD Loss: 0.0454|| 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: 4 days, 18:36:10 || Estimated Time: 1 day, 1:24:25
2023-08-01 08:19:35,308 semantic_segmentation INFO: Iters: 122790/150000 || Lr: 0.004303 || Task Loss: 0.1405 || KD Loss: 0.0443|| 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: 4 days, 18:36:42 || Estimated Time: 1 day, 1:23:51
2023-08-01 08:20:06,687 semantic_segmentation INFO: Iters: 122800/150000 || Lr: 0.004302 || Task Loss: 0.1473 || KD Loss: 0.0221|| 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: 4 days, 18:37:13 || Estimated Time: 1 day, 1:23:17
2023-08-01 08:20:38,012 semantic_segmentation INFO: Iters: 122810/150000 || Lr: 0.004301 || Task Loss: 0.1811 || KD Loss: 0.0593|| 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: 4 days, 18:37:44 || Estimated Time: 1 day, 1:22:43
2023-08-01 08:21:09,329 semantic_segmentation INFO: Iters: 122820/150000 || Lr: 0.004299 || Task Loss: 0.1892 || KD Loss: 0.0422|| 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: 4 days, 18:38:16 || Estimated Time: 1 day, 1:22:09
2023-08-01 08:21:40,709 semantic_segmentation INFO: Iters: 122830/150000 || Lr: 0.004298 || Task Loss: 0.1625 || KD Loss: 0.0313|| 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: 4 days, 18:38:47 || Estimated Time: 1 day, 1:21:35
2023-08-01 08:22:12,039 semantic_segmentation INFO: Iters: 122840/150000 || Lr: 0.004296 || Task Loss: 0.1624 || KD Loss: 0.0381|| 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: 4 days, 18:39:18 || Estimated Time: 1 day, 1:21:01
2023-08-01 08:22:43,409 semantic_segmentation INFO: Iters: 122850/150000 || Lr: 0.004295 || Task Loss: 0.2013 || KD Loss: 0.0435|| 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: 4 days, 18:39:50 || Estimated Time: 1 day, 1:20:26
2023-08-01 08:23:14,802 semantic_segmentation INFO: Iters: 122860/150000 || Lr: 0.004293 || Task Loss: 0.1079 || KD Loss: 0.0390|| 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: 4 days, 18:40:21 || Estimated Time: 1 day, 1:19:52
2023-08-01 08:23:46,130 semantic_segmentation INFO: Iters: 122870/150000 || Lr: 0.004292 || Task Loss: 0.1943 || KD Loss: 0.0344|| 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: 4 days, 18:40:52 || Estimated Time: 1 day, 1:19:18
2023-08-01 08:24:17,465 semantic_segmentation INFO: Iters: 122880/150000 || Lr: 0.004291 || Task Loss: 0.1527 || KD Loss: 0.0360|| 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: 4 days, 18:41:24 || Estimated Time: 1 day, 1:18:44
2023-08-01 08:24:48,835 semantic_segmentation INFO: Iters: 122890/150000 || Lr: 0.004289 || Task Loss: 0.1803 || KD Loss: 0.0497|| 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: 4 days, 18:41:55 || Estimated Time: 1 day, 1:18:10
2023-08-01 08:25:20,223 semantic_segmentation INFO: Iters: 122900/150000 || Lr: 0.004288 || Task Loss: 0.1546 || KD Loss: 0.0373|| 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: 4 days, 18:42:27 || Estimated Time: 1 day, 1:17:36
2023-08-01 08:25:51,591 semantic_segmentation INFO: Iters: 122910/150000 || Lr: 0.004286 || Task Loss: 0.1396 || KD Loss: 0.0360|| 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: 4 days, 18:42:58 || Estimated Time: 1 day, 1:17:02
2023-08-01 08:26:22,929 semantic_segmentation INFO: Iters: 122920/150000 || Lr: 0.004285 || Task Loss: 0.2872 || KD Loss: 0.0595|| 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: 4 days, 18:43:29 || Estimated Time: 1 day, 1:16:28
2023-08-01 08:26:54,289 semantic_segmentation INFO: Iters: 122930/150000 || Lr: 0.004284 || Task Loss: 0.1401 || KD Loss: 0.0364|| 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: 4 days, 18:44:01 || Estimated Time: 1 day, 1:15:54
2023-08-01 08:27:25,659 semantic_segmentation INFO: Iters: 122940/150000 || Lr: 0.004282 || Task Loss: 0.1548 || KD Loss: 0.0304|| 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: 4 days, 18:44:32 || Estimated Time: 1 day, 1:15:20
2023-08-01 08:27:57,045 semantic_segmentation INFO: Iters: 122950/150000 || Lr: 0.004281 || Task Loss: 0.1803 || KD Loss: 0.0374|| 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: 4 days, 18:45:03 || Estimated Time: 1 day, 1:14:45
2023-08-01 08:28:28,432 semantic_segmentation INFO: Iters: 122960/150000 || Lr: 0.004279 || Task Loss: 0.1628 || KD Loss: 0.0423|| 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: 4 days, 18:45:35 || Estimated Time: 1 day, 1:14:11
2023-08-01 08:28:59,767 semantic_segmentation INFO: Iters: 122970/150000 || Lr: 0.004278 || Task Loss: 0.1694 || KD Loss: 0.0382|| 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: 4 days, 18:46:06 || Estimated Time: 1 day, 1:13:37
2023-08-01 08:29:31,198 semantic_segmentation INFO: Iters: 122980/150000 || Lr: 0.004276 || Task Loss: 0.1526 || KD Loss: 0.0272|| 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: 4 days, 18:46:38 || Estimated Time: 1 day, 1:13:03
2023-08-01 08:30:02,583 semantic_segmentation INFO: Iters: 122990/150000 || Lr: 0.004275 || Task Loss: 0.1555 || KD Loss: 0.0385|| 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: 4 days, 18:47:09 || Estimated Time: 1 day, 1:12:29
2023-08-01 08:30:33,941 semantic_segmentation INFO: Iters: 123000/150000 || Lr: 0.004274 || Task Loss: 0.1489 || KD Loss: 0.0240|| 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: 4 days, 18:47:40 || Estimated Time: 1 day, 1:11:55
2023-08-01 08:31:05,285 semantic_segmentation INFO: Iters: 123010/150000 || Lr: 0.004272 || Task Loss: 0.1581 || KD Loss: 0.0384|| 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: 4 days, 18:48:12 || Estimated Time: 1 day, 1:11:21
2023-08-01 08:31:36,663 semantic_segmentation INFO: Iters: 123020/150000 || Lr: 0.004271 || Task Loss: 0.1496 || KD Loss: 0.0300|| 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: 4 days, 18:48:43 || Estimated Time: 1 day, 1:10:47
2023-08-01 08:32:08,043 semantic_segmentation INFO: Iters: 123030/150000 || Lr: 0.004269 || Task Loss: 0.1345 || KD Loss: 0.0211|| 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: 4 days, 18:49:14 || Estimated Time: 1 day, 1:10:13
2023-08-01 08:32:39,433 semantic_segmentation INFO: Iters: 123040/150000 || Lr: 0.004268 || Task Loss: 0.1651 || KD Loss: 0.0339|| 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: 4 days, 18:49:46 || Estimated Time: 1 day, 1:09:39
2023-08-01 08:33:10,774 semantic_segmentation INFO: Iters: 123050/150000 || Lr: 0.004266 || Task Loss: 0.2040 || KD Loss: 0.0503|| 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: 4 days, 18:50:17 || Estimated Time: 1 day, 1:09:05
2023-08-01 08:33:42,119 semantic_segmentation INFO: Iters: 123060/150000 || Lr: 0.004265 || Task Loss: 0.2115 || KD Loss: 0.0376|| 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: 4 days, 18:50:48 || Estimated Time: 1 day, 1:08:31
2023-08-01 08:34:13,487 semantic_segmentation INFO: Iters: 123070/150000 || Lr: 0.004264 || Task Loss: 0.0996 || KD Loss: 0.0205|| 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: 4 days, 18:51:20 || Estimated Time: 1 day, 1:07:56
2023-08-01 08:34:44,855 semantic_segmentation INFO: Iters: 123080/150000 || Lr: 0.004262 || Task Loss: 0.1503 || KD Loss: 0.0304|| 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 days, 18:51:51 || Estimated Time: 1 day, 1:07:22
2023-08-01 08:35:16,242 semantic_segmentation INFO: Iters: 123090/150000 || Lr: 0.004261 || Task Loss: 0.1806 || KD Loss: 0.0404|| 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: 4 days, 18:52:23 || Estimated Time: 1 day, 1:06:48
2023-08-01 08:35:47,630 semantic_segmentation INFO: Iters: 123100/150000 || Lr: 0.004259 || Task Loss: 0.2123 || KD Loss: 0.0615|| 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: 4 days, 18:52:54 || Estimated Time: 1 day, 1:06:14
2023-08-01 08:36:19,031 semantic_segmentation INFO: Iters: 123110/150000 || Lr: 0.004258 || Task Loss: 0.2664 || KD Loss: 0.0516|| 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: 4 days, 18:53:25 || Estimated Time: 1 day, 1:05:40
2023-08-01 08:36:50,398 semantic_segmentation INFO: Iters: 123120/150000 || Lr: 0.004256 || Task Loss: 0.1605 || KD Loss: 0.0327|| 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: 4 days, 18:53:57 || Estimated Time: 1 day, 1:05:06
2023-08-01 08:37:21,832 semantic_segmentation INFO: Iters: 123130/150000 || Lr: 0.004255 || Task Loss: 0.1674 || KD Loss: 0.0373|| 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: 4 days, 18:54:28 || Estimated Time: 1 day, 1:04:32
2023-08-01 08:37:53,220 semantic_segmentation INFO: Iters: 123140/150000 || Lr: 0.004254 || Task Loss: 0.2552 || KD Loss: 0.0504|| 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: 4 days, 18:55:00 || Estimated Time: 1 day, 1:03:58
2023-08-01 08:38:24,665 semantic_segmentation INFO: Iters: 123150/150000 || Lr: 0.004252 || Task Loss: 0.1598 || KD Loss: 0.0401|| 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: 4 days, 18:55:31 || Estimated Time: 1 day, 1:03:24
2023-08-01 08:38:56,070 semantic_segmentation INFO: Iters: 123160/150000 || Lr: 0.004251 || Task Loss: 0.1184 || KD Loss: 0.0218|| 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: 4 days, 18:56:02 || Estimated Time: 1 day, 1:02:50
2023-08-01 08:39:27,432 semantic_segmentation INFO: Iters: 123170/150000 || Lr: 0.004249 || Task Loss: 0.2498 || KD Loss: 0.0371|| 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: 4 days, 18:56:34 || Estimated Time: 1 day, 1:02:16
2023-08-01 08:39:58,862 semantic_segmentation INFO: Iters: 123180/150000 || Lr: 0.004248 || Task Loss: 0.2445 || KD Loss: 0.0448|| 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: 4 days, 18:57:05 || Estimated Time: 1 day, 1:01:42
2023-08-01 08:40:30,226 semantic_segmentation INFO: Iters: 123190/150000 || Lr: 0.004246 || Task Loss: 0.1496 || KD Loss: 0.0329|| 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: 4 days, 18:57:37 || Estimated Time: 1 day, 1:01:08
2023-08-01 08:41:01,648 semantic_segmentation INFO: Iters: 123200/150000 || Lr: 0.004245 || Task Loss: 0.1720 || KD Loss: 0.0396|| 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: 4 days, 18:58:08 || Estimated Time: 1 day, 1:00:33
2023-08-01 08:41:01,717 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-01 08:41:02,574 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.412
2023-08-01 08:41:02,682 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.519
2023-08-01 08:41:02,786 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.527
2023-08-01 08:41:02,893 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.546
2023-08-01 08:41:02,996 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.538
2023-08-01 08:41:03,100 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.543
2023-08-01 08:41:03,206 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.582
2023-08-01 08:41:03,311 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.974, mIoU: 0.631
2023-08-01 08:41:03,418 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.662
2023-08-01 08:41:03,524 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.709
2023-08-01 08:41:03,629 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.970, mIoU: 0.716
2023-08-01 08:41:03,738 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.749
2023-08-01 08:41:03,841 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.750
2023-08-01 08:41:03,944 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.964, mIoU: 0.736
2023-08-01 08:41:04,051 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.735
2023-08-01 08:41:04,156 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.724
2023-08-01 08:41:04,265 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.726
2023-08-01 08:41:04,374 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.726
2023-08-01 08:41:04,480 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.735
2023-08-01 08:41:04,586 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.741
2023-08-01 08:41:04,694 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.742
2023-08-01 08:41:04,799 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-01 08:41:04,907 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.957, mIoU: 0.751
2023-08-01 08:41:05,015 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.757
2023-08-01 08:41:05,120 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.955, mIoU: 0.770
2023-08-01 08:41:05,226 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.955, mIoU: 0.771
2023-08-01 08:41:05,336 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 08:41:05,447 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.952, mIoU: 0.752
2023-08-01 08:41:05,552 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-01 08:41:05,661 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.953, mIoU: 0.760
2023-08-01 08:41:05,765 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-01 08:41:05,871 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-01 08:41:05,975 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-01 08:41:06,081 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 08:41:06,185 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 08:41:06,293 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 08:41:06,397 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-01 08:41:06,503 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.952, mIoU: 0.751
2023-08-01 08:41:06,606 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.951, mIoU: 0.744
2023-08-01 08:41:06,709 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-01 08:41:06,814 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-01 08:41:06,918 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-01 08:41:07,021 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 08:41:07,127 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-01 08:41:07,234 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 08:41:07,339 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 08:41:07,449 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 08:41:07,555 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-01 08:41:07,661 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-01 08:41:07,768 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-01 08:41:07,874 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.749
2023-08-01 08:41:07,981 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-01 08:41:08,084 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 08:41:08,189 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.954, mIoU: 0.754
2023-08-01 08:41:08,296 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-01 08:41:08,401 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-01 08:41:08,510 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 08:41:08,616 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-01 08:41:08,722 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.953, mIoU: 0.758
2023-08-01 08:41:08,828 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 08:41:08,936 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.759
2023-08-01 08:41:09,044 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.952, mIoU: 0.760
2023-08-01 08:41:09,152 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.952, mIoU: 0.759
2023-08-01 08:41:09,258 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-01 08:41:09,360 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.953, mIoU: 0.764
2023-08-01 08:41:09,464 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.952, mIoU: 0.763
2023-08-01 08:41:09,568 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.952, mIoU: 0.763
2023-08-01 08:41:09,673 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.952, mIoU: 0.764
2023-08-01 08:41:09,777 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.951, mIoU: 0.763
2023-08-01 08:41:09,880 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.952, mIoU: 0.763
2023-08-01 08:41:09,983 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.952, mIoU: 0.763
2023-08-01 08:41:10,088 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.952, mIoU: 0.762
2023-08-01 08:41:10,190 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-01 08:41:10,295 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-01 08:41:10,400 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-01 08:41:10,511 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-01 08:41:10,617 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-01 08:41:10,727 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.952, mIoU: 0.760
2023-08-01 08:41:10,832 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.952, mIoU: 0.760
2023-08-01 08:41:10,938 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-01 08:41:11,044 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.952, mIoU: 0.762
2023-08-01 08:41:11,150 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.952, mIoU: 0.762
2023-08-01 08:41:11,256 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-01 08:41:11,358 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.951, mIoU: 0.760
2023-08-01 08:41:11,464 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.948, mIoU: 0.755
2023-08-01 08:41:11,572 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.948, mIoU: 0.755
2023-08-01 08:41:11,680 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.948, mIoU: 0.755
2023-08-01 08:41:11,787 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-01 08:41:11,894 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-01 08:41:12,003 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-01 08:41:12,111 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-01 08:41:12,218 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.949, mIoU: 0.770
2023-08-01 08:41:12,322 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.949, mIoU: 0.770
2023-08-01 08:41:12,427 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.950, mIoU: 0.771
2023-08-01 08:41:12,534 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.950, mIoU: 0.771
2023-08-01 08:41:12,636 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.950, mIoU: 0.770
2023-08-01 08:41:12,740 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.950, mIoU: 0.771
2023-08-01 08:41:12,844 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.950, mIoU: 0.771
2023-08-01 08:41:12,945 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.949, mIoU: 0.770
2023-08-01 08:41:13,047 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.949, mIoU: 0.771
2023-08-01 08:41:13,151 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.947, mIoU: 0.770
2023-08-01 08:41:13,256 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.947, mIoU: 0.767
2023-08-01 08:41:13,359 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.947, mIoU: 0.767
2023-08-01 08:41:13,464 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.947, mIoU: 0.767
2023-08-01 08:41:13,570 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.947, mIoU: 0.766
2023-08-01 08:41:13,679 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.947, mIoU: 0.767
2023-08-01 08:41:13,791 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.948, mIoU: 0.766
2023-08-01 08:41:13,898 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.948, mIoU: 0.767
2023-08-01 08:41:14,003 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.948, mIoU: 0.767
2023-08-01 08:41:14,108 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.948, mIoU: 0.768
2023-08-01 08:41:14,215 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.948, mIoU: 0.768
2023-08-01 08:41:14,319 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.947, mIoU: 0.767
2023-08-01 08:41:14,423 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.948, mIoU: 0.767
2023-08-01 08:41:14,527 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.948, mIoU: 0.766
2023-08-01 08:41:14,634 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.948, mIoU: 0.766
2023-08-01 08:41:14,741 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.948, mIoU: 0.766
2023-08-01 08:41:14,847 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.948, mIoU: 0.766
2023-08-01 08:41:14,953 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.948, mIoU: 0.766
2023-08-01 08:41:15,058 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.948, mIoU: 0.766
2023-08-01 08:41:15,167 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.948, mIoU: 0.766
2023-08-01 08:41:15,277 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.948, mIoU: 0.765
2023-08-01 08:41:15,386 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.948, mIoU: 0.765
2023-08-01 08:41:15,492 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.948, mIoU: 0.765
2023-08-01 08:41:15,598 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.948, mIoU: 0.765
2023-08-01 08:41:15,701 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.948, mIoU: 0.766
2023-08-01 08:41:15,804 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.947, mIoU: 0.767
2023-08-01 08:41:15,907 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.947, mIoU: 0.769
2023-08-01 08:41:16,009 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.947, mIoU: 0.769
2023-08-01 08:41:16,112 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.947, mIoU: 0.768
2023-08-01 08:41:16,214 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.947, mIoU: 0.768
2023-08-01 08:41:16,317 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.947, mIoU: 0.768
2023-08-01 08:41:16,419 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.948, mIoU: 0.768
2023-08-01 08:41:16,522 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.948, mIoU: 0.767
2023-08-01 08:41:16,628 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.948, mIoU: 0.767
2023-08-01 08:41:16,731 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.948, mIoU: 0.765
2023-08-01 08:41:16,833 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.948, mIoU: 0.765
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2023-08-01 08:41:37,622 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.949, mIoU: 0.743
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2023-08-01 08:41:37,833 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.949, mIoU: 0.743
2023-08-01 08:41:37,940 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.949, mIoU: 0.743
2023-08-01 08:41:38,043 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.949, mIoU: 0.743
2023-08-01 08:41:38,146 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.949, mIoU: 0.743
2023-08-01 08:41:38,251 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.949, mIoU: 0.744
2023-08-01 08:41:38,355 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.949, mIoU: 0.744
2023-08-01 08:41:38,461 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.949, mIoU: 0.744
2023-08-01 08:41:38,565 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.950, mIoU: 0.744
2023-08-01 08:41:38,672 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.950, mIoU: 0.744
2023-08-01 08:41:38,783 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.950, mIoU: 0.744
2023-08-01 08:41:38,890 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.950, mIoU: 0.744
2023-08-01 08:41:38,995 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.950, mIoU: 0.744
2023-08-01 08:41:39,102 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.950, mIoU: 0.745
2023-08-01 08:41:39,209 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.950, mIoU: 0.745
2023-08-01 08:41:39,319 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.950, mIoU: 0.745
2023-08-01 08:41:39,425 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.950, mIoU: 0.745
2023-08-01 08:41:39,531 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.950, mIoU: 0.745
2023-08-01 08:41:39,639 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.950, mIoU: 0.745
2023-08-01 08:41:39,746 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-01 08:41:39,853 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-01 08:41:39,960 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-01 08:41:40,066 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-01 08:41:40,172 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-01 08:41:40,278 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-01 08:41:40,381 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.951, mIoU: 0.746
2023-08-01 08:41:40,486 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.951, mIoU: 0.746
2023-08-01 08:41:40,589 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.951, mIoU: 0.746
2023-08-01 08:41:40,692 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.951, mIoU: 0.746
2023-08-01 08:41:40,798 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.951, mIoU: 0.746
2023-08-01 08:41:40,903 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.951, mIoU: 0.746
2023-08-01 08:41:41,008 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.951, mIoU: 0.746
2023-08-01 08:41:41,111 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-01 08:41:41,213 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.951, mIoU: 0.746
2023-08-01 08:41:41,318 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.951, mIoU: 0.746
2023-08-01 08:41:41,423 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-01 08:41:41,528 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-01 08:41:41,634 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-01 08:41:41,742 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-01 08:41:41,852 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-01 08:41:41,960 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-01 08:41:42,068 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-01 08:41:42,174 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-01 08:41:42,283 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-01 08:41:42,389 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-01 08:41:42,494 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-01 08:41:42,600 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-01 08:41:42,710 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-01 08:41:42,820 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-01 08:41:42,928 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-01 08:41:43,041 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-01 08:41:43,151 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-01 08:41:43,256 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-01 08:41:43,361 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-01 08:41:43,467 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-01 08:41:43,574 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-01 08:41:43,681 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-01 08:41:43,789 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-01 08:41:43,895 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-01 08:41:44,010 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-01 08:41:44,124 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-01 08:41:44,233 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-01 08:41:44,341 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-01 08:41:44,450 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-01 08:41:44,562 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-01 08:41:44,676 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-01 08:41:44,786 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-01 08:41:44,889 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.953, mIoU: 0.749
2023-08-01 08:41:44,996 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-01 08:41:45,101 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.953, mIoU: 0.749
2023-08-01 08:41:45,206 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-01 08:41:45,313 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-01 08:41:45,419 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-01 08:41:45,526 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-01 08:41:45,637 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-01 08:41:45,751 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-01 08:41:45,860 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-01 08:41:45,966 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-01 08:41:46,073 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-01 08:41:46,180 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-01 08:41:46,291 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-01 08:41:46,399 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 08:41:46,508 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 08:41:46,618 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 08:41:46,726 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 08:41:46,833 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 08:41:46,937 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 08:41:47,042 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 08:41:47,147 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 08:41:47,252 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 08:41:47,355 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 08:41:47,461 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 08:41:47,565 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 08:41:47,669 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 08:41:47,775 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 08:41:47,885 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 08:41:48,000 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 08:41:48,105 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 08:41:48,208 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 08:41:48,319 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 08:41:48,428 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.954, mIoU: 0.751
2023-08-01 08:41:48,534 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 08:41:48,639 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 08:41:48,749 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 08:41:48,861 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 08:41:48,969 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 08:41:49,080 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 08:41:49,189 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 08:41:49,300 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 08:41:49,404 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 08:41:49,509 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 08:41:49,613 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 08:41:49,719 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 08:41:49,825 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 08:41:49,933 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 08:41:50,047 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 08:41:50,154 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 08:41:50,259 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 08:41:50,365 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 08:41:50,472 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 08:41:50,578 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 08:41:50,685 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 08:41:50,795 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-01 08:41:50,905 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-01 08:41:51,014 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-01 08:41:51,125 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-01 08:41:51,229 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-01 08:41:51,335 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-01 08:41:51,441 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-01 08:41:51,549 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-01 08:41:51,656 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-01 08:41:51,764 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-01 08:41:51,871 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-01 08:41:51,979 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-01 08:41:52,092 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-01 08:41:52,204 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-01 08:41:52,317 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-01 08:41:52,425 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-01 08:41:52,534 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-01 08:41:52,642 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-01 08:41:52,751 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-01 08:41:52,854 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-01 08:41:52,959 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-01 08:41:53,064 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-01 08:41:53,170 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-01 08:41:53,275 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-01 08:41:53,379 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-01 08:41:53,484 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-01 08:41:53,587 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-01 08:41:53,689 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-01 08:41:53,794 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-01 08:41:53,897 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-01 08:41:54,000 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-01 08:41:54,103 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 08:41:54,206 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 08:41:54,310 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 08:41:54,412 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 08:41:54,515 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 08:41:54,618 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 08:41:54,720 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 08:41:54,823 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 08:41:54,925 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 08:41:55,027 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-01 08:41:55,132 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-01 08:41:55,234 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 08:41:55,337 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 08:41:55,438 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 08:42:27,294 semantic_segmentation INFO: Iters: 123210/150000 || Lr: 0.004244 || Task Loss: 0.1815 || KD Loss: 0.0413|| 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: 4 days, 18:59:34 || Estimated Time: 1 day, 1:00:11
2023-08-01 08:42:58,695 semantic_segmentation INFO: Iters: 123220/150000 || Lr: 0.004242 || Task Loss: 0.1272 || KD Loss: 0.0288|| 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: 4 days, 19:00:05 || Estimated Time: 1 day, 0:59:37
2023-08-01 08:43:30,104 semantic_segmentation INFO: Iters: 123230/150000 || Lr: 0.004241 || Task Loss: 0.2686 || KD Loss: 0.0580|| 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: 4 days, 19:00:36 || Estimated Time: 1 day, 0:59:03
2023-08-01 08:44:01,499 semantic_segmentation INFO: Iters: 123240/150000 || Lr: 0.004239 || Task Loss: 0.2051 || KD Loss: 0.0407|| 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: 4 days, 19:01:08 || Estimated Time: 1 day, 0:58:29
2023-08-01 08:44:32,961 semantic_segmentation INFO: Iters: 123250/150000 || Lr: 0.004238 || Task Loss: 0.2247 || KD Loss: 0.1111|| 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: 4 days, 19:01:39 || Estimated Time: 1 day, 0:57:55
2023-08-01 08:45:04,339 semantic_segmentation INFO: Iters: 123260/150000 || Lr: 0.004237 || Task Loss: 0.1747 || KD Loss: 0.0390|| 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: 4 days, 19:02:11 || Estimated Time: 1 day, 0:57:21
2023-08-01 08:45:35,755 semantic_segmentation INFO: Iters: 123270/150000 || Lr: 0.004235 || Task Loss: 0.1489 || KD Loss: 0.0434|| 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: 4 days, 19:02:42 || Estimated Time: 1 day, 0:56:47
2023-08-01 08:46:07,151 semantic_segmentation INFO: Iters: 123280/150000 || Lr: 0.004234 || Task Loss: 0.1107 || KD Loss: 0.0209|| 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: 4 days, 19:03:14 || Estimated Time: 1 day, 0:56:13
2023-08-01 08:46:38,586 semantic_segmentation INFO: Iters: 123290/150000 || Lr: 0.004232 || Task Loss: 0.1614 || KD Loss: 0.0284|| 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: 4 days, 19:03:45 || Estimated Time: 1 day, 0:55:39
2023-08-01 08:47:09,983 semantic_segmentation INFO: Iters: 123300/150000 || Lr: 0.004231 || Task Loss: 0.1927 || KD Loss: 0.0308|| 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: 4 days, 19:04:16 || Estimated Time: 1 day, 0:55:05
2023-08-01 08:47:41,403 semantic_segmentation INFO: Iters: 123310/150000 || Lr: 0.004229 || Task Loss: 0.1614 || KD Loss: 0.0311|| 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: 4 days, 19:04:48 || Estimated Time: 1 day, 0:54:30
2023-08-01 08:48:12,816 semantic_segmentation INFO: Iters: 123320/150000 || Lr: 0.004228 || Task Loss: 0.1475 || KD Loss: 0.0324|| 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: 4 days, 19:05:19 || Estimated Time: 1 day, 0:53:56
2023-08-01 08:48:44,264 semantic_segmentation INFO: Iters: 123330/150000 || Lr: 0.004227 || Task Loss: 0.2396 || KD Loss: 0.0568|| 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: 4 days, 19:05:51 || Estimated Time: 1 day, 0:53:22
2023-08-01 08:49:15,669 semantic_segmentation INFO: Iters: 123340/150000 || Lr: 0.004225 || Task Loss: 0.1249 || KD Loss: 0.0259|| 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: 4 days, 19:06:22 || Estimated Time: 1 day, 0:52:48
2023-08-01 08:49:47,087 semantic_segmentation INFO: Iters: 123350/150000 || Lr: 0.004224 || Task Loss: 0.1662 || KD Loss: 0.0441|| 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: 4 days, 19:06:53 || Estimated Time: 1 day, 0:52:14
2023-08-01 08:50:18,504 semantic_segmentation INFO: Iters: 123360/150000 || Lr: 0.004222 || Task Loss: 0.1668 || KD Loss: 0.0302|| 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: 4 days, 19:07:25 || Estimated Time: 1 day, 0:51:40
2023-08-01 08:50:49,915 semantic_segmentation INFO: Iters: 123370/150000 || Lr: 0.004221 || Task Loss: 0.1955 || KD Loss: 0.0785|| 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: 4 days, 19:07:56 || Estimated Time: 1 day, 0:51:06
2023-08-01 08:51:21,354 semantic_segmentation INFO: Iters: 123380/150000 || Lr: 0.004219 || Task Loss: 0.1862 || KD Loss: 0.0394|| 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: 4 days, 19:08:28 || Estimated Time: 1 day, 0:50:32
2023-08-01 08:51:52,803 semantic_segmentation INFO: Iters: 123390/150000 || Lr: 0.004218 || Task Loss: 0.1379 || KD Loss: 0.0261|| 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: 4 days, 19:08:59 || Estimated Time: 1 day, 0:49:58
2023-08-01 08:52:24,240 semantic_segmentation INFO: Iters: 123400/150000 || Lr: 0.004217 || Task Loss: 0.1849 || KD Loss: 0.0614|| 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: 4 days, 19:09:31 || Estimated Time: 1 day, 0:49:24
2023-08-01 08:52:55,669 semantic_segmentation INFO: Iters: 123410/150000 || Lr: 0.004215 || Task Loss: 0.1731 || KD Loss: 0.0360|| 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: 4 days, 19:10:02 || Estimated Time: 1 day, 0:48:50
2023-08-01 08:53:27,188 semantic_segmentation INFO: Iters: 123420/150000 || Lr: 0.004214 || Task Loss: 0.1847 || KD Loss: 0.0358|| 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: 4 days, 19:10:34 || Estimated Time: 1 day, 0:48:16
2023-08-01 08:53:58,702 semantic_segmentation INFO: Iters: 123430/150000 || Lr: 0.004212 || Task Loss: 0.1691 || KD Loss: 0.0315|| 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: 4 days, 19:11:05 || Estimated Time: 1 day, 0:47:42
2023-08-01 08:54:30,143 semantic_segmentation INFO: Iters: 123440/150000 || Lr: 0.004211 || Task Loss: 0.1582 || KD Loss: 0.0297|| 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: 4 days, 19:11:36 || Estimated Time: 1 day, 0:47:08
2023-08-01 08:55:01,620 semantic_segmentation INFO: Iters: 123450/150000 || Lr: 0.004209 || Task Loss: 0.1727 || KD Loss: 0.0350|| 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: 4 days, 19:12:08 || Estimated Time: 1 day, 0:46:34
2023-08-01 08:55:33,089 semantic_segmentation INFO: Iters: 123460/150000 || Lr: 0.004208 || Task Loss: 0.1710 || KD Loss: 0.0455|| 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: 4 days, 19:12:39 || Estimated Time: 1 day, 0:46:00
2023-08-01 08:56:04,608 semantic_segmentation INFO: Iters: 123470/150000 || Lr: 0.004207 || Task Loss: 0.1577 || KD Loss: 0.0313|| 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: 4 days, 19:13:11 || Estimated Time: 1 day, 0:45:26
2023-08-01 08:56:36,126 semantic_segmentation INFO: Iters: 123480/150000 || Lr: 0.004205 || Task Loss: 0.1574 || KD Loss: 0.0487|| 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: 4 days, 19:13:42 || Estimated Time: 1 day, 0:44:51
2023-08-01 08:57:07,613 semantic_segmentation INFO: Iters: 123490/150000 || Lr: 0.004204 || Task Loss: 0.1626 || KD Loss: 0.0266|| 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: 4 days, 19:14:14 || Estimated Time: 1 day, 0:44:17
2023-08-01 08:57:39,106 semantic_segmentation INFO: Iters: 123500/150000 || Lr: 0.004202 || Task Loss: 0.1922 || KD Loss: 0.0340|| 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: 4 days, 19:14:45 || Estimated Time: 1 day, 0:43:43
2023-08-01 08:58:10,576 semantic_segmentation INFO: Iters: 123510/150000 || Lr: 0.004201 || Task Loss: 0.2115 || KD Loss: 0.0386|| 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: 4 days, 19:15:17 || Estimated Time: 1 day, 0:43:09
2023-08-01 08:58:42,082 semantic_segmentation INFO: Iters: 123520/150000 || Lr: 0.004199 || Task Loss: 0.1550 || KD Loss: 0.0253|| 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: 4 days, 19:15:48 || Estimated Time: 1 day, 0:42:35
2023-08-01 08:59:13,505 semantic_segmentation INFO: Iters: 123530/150000 || Lr: 0.004198 || Task Loss: 0.1593 || KD Loss: 0.0379|| 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: 4 days, 19:16:20 || Estimated Time: 1 day, 0:42:01
2023-08-01 08:59:44,961 semantic_segmentation INFO: Iters: 123540/150000 || Lr: 0.004197 || Task Loss: 0.1423 || KD Loss: 0.0325|| 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: 4 days, 19:16:51 || Estimated Time: 1 day, 0:41:27
2023-08-01 09:00:16,338 semantic_segmentation INFO: Iters: 123550/150000 || Lr: 0.004195 || Task Loss: 0.1783 || KD Loss: 0.0303|| 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: 4 days, 19:17:23 || Estimated Time: 1 day, 0:40:53
2023-08-01 09:00:47,700 semantic_segmentation INFO: Iters: 123560/150000 || Lr: 0.004194 || Task Loss: 0.1385 || KD Loss: 0.0337|| 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: 4 days, 19:17:54 || Estimated Time: 1 day, 0:40:19
2023-08-01 09:01:19,081 semantic_segmentation INFO: Iters: 123570/150000 || Lr: 0.004192 || Task Loss: 0.1490 || KD Loss: 0.0394|| 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: 4 days, 19:18:25 || Estimated Time: 1 day, 0:39:45
2023-08-01 09:01:50,442 semantic_segmentation INFO: Iters: 123580/150000 || Lr: 0.004191 || Task Loss: 0.1705 || KD Loss: 0.0330|| 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: 4 days, 19:18:57 || Estimated Time: 1 day, 0:39:11
2023-08-01 09:02:21,793 semantic_segmentation INFO: Iters: 123590/150000 || Lr: 0.004189 || Task Loss: 0.2421 || KD Loss: 0.0515|| 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: 4 days, 19:19:28 || Estimated Time: 1 day, 0:38:37
2023-08-01 09:02:53,140 semantic_segmentation INFO: Iters: 123600/150000 || Lr: 0.004188 || Task Loss: 0.1293 || KD Loss: 0.0360|| 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: 4 days, 19:19:59 || Estimated Time: 1 day, 0:38:03
2023-08-01 09:03:24,446 semantic_segmentation INFO: Iters: 123610/150000 || Lr: 0.004187 || Task Loss: 0.1504 || KD Loss: 0.0331|| 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: 4 days, 19:20:31 || Estimated Time: 1 day, 0:37:29
2023-08-01 09:03:55,727 semantic_segmentation INFO: Iters: 123620/150000 || Lr: 0.004185 || Task Loss: 0.1973 || KD Loss: 0.0414|| 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: 4 days, 19:21:02 || Estimated Time: 1 day, 0:36:55
2023-08-01 09:04:27,060 semantic_segmentation INFO: Iters: 123630/150000 || Lr: 0.004184 || Task Loss: 0.1970 || KD Loss: 0.0428|| 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: 4 days, 19:21:33 || Estimated Time: 1 day, 0:36:21
2023-08-01 09:04:58,362 semantic_segmentation INFO: Iters: 123640/150000 || Lr: 0.004182 || Task Loss: 0.1974 || KD Loss: 0.0420|| 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: 4 days, 19:22:05 || Estimated Time: 1 day, 0:35:46
2023-08-01 09:05:29,658 semantic_segmentation INFO: Iters: 123650/150000 || Lr: 0.004181 || Task Loss: 0.1974 || KD Loss: 0.0420|| 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: 4 days, 19:22:36 || Estimated Time: 1 day, 0:35:12
2023-08-01 09:06:00,940 semantic_segmentation INFO: Iters: 123660/150000 || Lr: 0.004179 || Task Loss: 0.1583 || KD Loss: 0.0378|| 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: 4 days, 19:23:07 || Estimated Time: 1 day, 0:34:38
2023-08-01 09:06:32,191 semantic_segmentation INFO: Iters: 123670/150000 || Lr: 0.004178 || Task Loss: 0.1315 || KD Loss: 0.0354|| 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: 4 days, 19:23:39 || Estimated Time: 1 day, 0:34:04
2023-08-01 09:07:03,493 semantic_segmentation INFO: Iters: 123680/150000 || Lr: 0.004177 || Task Loss: 0.1934 || KD Loss: 0.0327|| 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: 4 days, 19:24:10 || Estimated Time: 1 day, 0:33:30
2023-08-01 09:07:34,795 semantic_segmentation INFO: Iters: 123690/150000 || Lr: 0.004175 || Task Loss: 0.2435 || KD Loss: 0.0547|| 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: 4 days, 19:24:41 || Estimated Time: 1 day, 0:32:56
2023-08-01 09:08:06,133 semantic_segmentation INFO: Iters: 123700/150000 || Lr: 0.004174 || Task Loss: 0.2140 || KD Loss: 0.0505|| 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: 4 days, 19:25:12 || Estimated Time: 1 day, 0:32:22
2023-08-01 09:08:37,457 semantic_segmentation INFO: Iters: 123710/150000 || Lr: 0.004172 || Task Loss: 0.1965 || KD Loss: 0.0546|| 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: 4 days, 19:25:44 || Estimated Time: 1 day, 0:31:48
2023-08-01 09:09:08,771 semantic_segmentation INFO: Iters: 123720/150000 || Lr: 0.004171 || Task Loss: 0.2115 || KD Loss: 0.0618|| 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: 4 days, 19:26:15 || Estimated Time: 1 day, 0:31:14
2023-08-01 09:09:40,108 semantic_segmentation INFO: Iters: 123730/150000 || Lr: 0.004169 || Task Loss: 0.2209 || KD Loss: 0.0468|| 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: 4 days, 19:26:46 || Estimated Time: 1 day, 0:30:40
2023-08-01 09:10:11,377 semantic_segmentation INFO: Iters: 123740/150000 || Lr: 0.004168 || Task Loss: 0.1811 || KD Loss: 0.0386|| 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: 4 days, 19:27:18 || Estimated Time: 1 day, 0:30:06
2023-08-01 09:10:42,647 semantic_segmentation INFO: Iters: 123750/150000 || Lr: 0.004167 || Task Loss: 0.1913 || KD Loss: 0.0409|| 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: 4 days, 19:27:49 || Estimated Time: 1 day, 0:29:32
2023-08-01 09:11:13,903 semantic_segmentation INFO: Iters: 123760/150000 || Lr: 0.004165 || Task Loss: 0.1493 || KD Loss: 0.0274|| 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: 4 days, 19:28:20 || Estimated Time: 1 day, 0:28:58
2023-08-01 09:11:45,235 semantic_segmentation INFO: Iters: 123770/150000 || Lr: 0.004164 || Task Loss: 0.1517 || KD Loss: 0.0228|| 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: 4 days, 19:28:52 || Estimated Time: 1 day, 0:28:23
2023-08-01 09:12:16,545 semantic_segmentation INFO: Iters: 123780/150000 || Lr: 0.004162 || Task Loss: 0.2536 || KD Loss: 0.0496|| 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: 4 days, 19:29:23 || Estimated Time: 1 day, 0:27:49
2023-08-01 09:12:47,790 semantic_segmentation INFO: Iters: 123790/150000 || Lr: 0.004161 || Task Loss: 0.1575 || KD Loss: 0.0314|| 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: 4 days, 19:29:54 || Estimated Time: 1 day, 0:27:15
2023-08-01 09:13:19,113 semantic_segmentation INFO: Iters: 123800/150000 || Lr: 0.004159 || Task Loss: 0.2423 || KD Loss: 0.0360|| 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: 4 days, 19:30:25 || Estimated Time: 1 day, 0:26:41
2023-08-01 09:13:50,404 semantic_segmentation INFO: Iters: 123810/150000 || Lr: 0.004158 || Task Loss: 0.1255 || KD Loss: 0.0330|| 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: 4 days, 19:30:57 || Estimated Time: 1 day, 0:26:07
2023-08-01 09:14:21,750 semantic_segmentation INFO: Iters: 123820/150000 || Lr: 0.004157 || Task Loss: 0.2219 || KD Loss: 0.0322|| 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: 4 days, 19:31:28 || Estimated Time: 1 day, 0:25:33
2023-08-01 09:14:53,034 semantic_segmentation INFO: Iters: 123830/150000 || Lr: 0.004155 || Task Loss: 0.1550 || KD Loss: 0.0329|| 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: 4 days, 19:31:59 || Estimated Time: 1 day, 0:24:59
2023-08-01 09:15:24,299 semantic_segmentation INFO: Iters: 123840/150000 || Lr: 0.004154 || Task Loss: 0.1433 || KD Loss: 0.0491|| 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: 4 days, 19:32:31 || Estimated Time: 1 day, 0:24:25
2023-08-01 09:15:55,587 semantic_segmentation INFO: Iters: 123850/150000 || Lr: 0.004152 || Task Loss: 0.1952 || KD Loss: 0.0470|| 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: 4 days, 19:33:02 || Estimated Time: 1 day, 0:23:51
2023-08-01 09:16:26,912 semantic_segmentation INFO: Iters: 123860/150000 || Lr: 0.004151 || Task Loss: 0.1382 || KD Loss: 0.0444|| 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: 4 days, 19:33:33 || Estimated Time: 1 day, 0:23:17
2023-08-01 09:16:58,204 semantic_segmentation INFO: Iters: 123870/150000 || Lr: 0.004149 || Task Loss: 0.1365 || KD Loss: 0.0301|| 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: 4 days, 19:34:05 || Estimated Time: 1 day, 0:22:43
2023-08-01 09:17:29,448 semantic_segmentation INFO: Iters: 123880/150000 || Lr: 0.004148 || Task Loss: 0.1424 || KD Loss: 0.0224|| 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: 4 days, 19:34:36 || Estimated Time: 1 day, 0:22:09
2023-08-01 09:18:00,725 semantic_segmentation INFO: Iters: 123890/150000 || Lr: 0.004147 || Task Loss: 0.2639 || KD Loss: 0.0573|| 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: 4 days, 19:35:07 || Estimated Time: 1 day, 0:21:35
2023-08-01 09:18:31,960 semantic_segmentation INFO: Iters: 123900/150000 || Lr: 0.004145 || Task Loss: 0.1518 || KD Loss: 0.0373|| 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: 4 days, 19:35:38 || Estimated Time: 1 day, 0:21:00
2023-08-01 09:19:03,284 semantic_segmentation INFO: Iters: 123910/150000 || Lr: 0.004144 || Task Loss: 0.1838 || KD Loss: 0.0331|| 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: 4 days, 19:36:10 || Estimated Time: 1 day, 0:20:26
2023-08-01 09:19:34,542 semantic_segmentation INFO: Iters: 123920/150000 || Lr: 0.004142 || Task Loss: 0.1748 || KD Loss: 0.0362|| 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: 4 days, 19:36:41 || Estimated Time: 1 day, 0:19:52
2023-08-01 09:20:05,850 semantic_segmentation INFO: Iters: 123930/150000 || Lr: 0.004141 || Task Loss: 0.1467 || KD Loss: 0.0372|| 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: 4 days, 19:37:12 || Estimated Time: 1 day, 0:19:18
2023-08-01 09:20:37,131 semantic_segmentation INFO: Iters: 123940/150000 || Lr: 0.004139 || Task Loss: 0.1377 || KD Loss: 0.0411|| 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: 4 days, 19:37:43 || Estimated Time: 1 day, 0:18:44
2023-08-01 09:21:08,419 semantic_segmentation INFO: Iters: 123950/150000 || Lr: 0.004138 || Task Loss: 0.1747 || KD Loss: 0.0448|| 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: 4 days, 19:38:15 || Estimated Time: 1 day, 0:18:10
2023-08-01 09:21:39,653 semantic_segmentation INFO: Iters: 123960/150000 || Lr: 0.004137 || Task Loss: 0.1823 || KD Loss: 0.0410|| 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: 4 days, 19:38:46 || Estimated Time: 1 day, 0:17:36
2023-08-01 09:22:10,889 semantic_segmentation INFO: Iters: 123970/150000 || Lr: 0.004135 || Task Loss: 0.1574 || KD Loss: 0.0294|| 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: 4 days, 19:39:17 || Estimated Time: 1 day, 0:17:02
2023-08-01 09:22:42,054 semantic_segmentation INFO: Iters: 123980/150000 || Lr: 0.004134 || Task Loss: 0.1636 || KD Loss: 0.0388|| 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: 4 days, 19:39:48 || Estimated Time: 1 day, 0:16:28
2023-08-01 09:23:13,303 semantic_segmentation INFO: Iters: 123990/150000 || Lr: 0.004132 || Task Loss: 0.1761 || KD Loss: 0.0290|| 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: 4 days, 19:40:20 || Estimated Time: 1 day, 0:15:54
2023-08-01 09:23:44,533 semantic_segmentation INFO: Iters: 124000/150000 || Lr: 0.004131 || Task Loss: 0.2079 || KD Loss: 0.0426|| 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: 4 days, 19:40:51 || Estimated Time: 1 day, 0:15:20
2023-08-01 09:23:44,597 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-01 09:23:45,475 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.964, mIoU: 0.408
2023-08-01 09:23:45,582 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.973, mIoU: 0.512
2023-08-01 09:23:45,686 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.974, mIoU: 0.524
2023-08-01 09:23:45,790 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.972, mIoU: 0.543
2023-08-01 09:23:45,893 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.973, mIoU: 0.534
2023-08-01 09:23:45,997 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.972, mIoU: 0.538
2023-08-01 09:23:46,100 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.971, mIoU: 0.581
2023-08-01 09:23:46,205 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.971, mIoU: 0.631
2023-08-01 09:23:46,308 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.970, mIoU: 0.657
2023-08-01 09:23:46,412 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.966, mIoU: 0.703
2023-08-01 09:23:46,519 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.966, mIoU: 0.705
2023-08-01 09:23:46,624 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.963, mIoU: 0.738
2023-08-01 09:23:46,728 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.963, mIoU: 0.740
2023-08-01 09:23:46,833 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.959, mIoU: 0.727
2023-08-01 09:23:46,940 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.958, mIoU: 0.727
2023-08-01 09:23:47,047 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.956, mIoU: 0.717
2023-08-01 09:23:47,154 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.955, mIoU: 0.717
2023-08-01 09:23:47,261 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.955, mIoU: 0.718
2023-08-01 09:23:47,366 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.954, mIoU: 0.723
2023-08-01 09:23:47,469 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.952, mIoU: 0.727
2023-08-01 09:23:47,575 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.724
2023-08-01 09:23:47,679 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.945, mIoU: 0.720
2023-08-01 09:23:47,781 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.945, mIoU: 0.719
2023-08-01 09:23:47,884 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.943, mIoU: 0.726
2023-08-01 09:23:47,986 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.940, mIoU: 0.735
2023-08-01 09:23:48,090 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.940, mIoU: 0.736
2023-08-01 09:23:48,192 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.938, mIoU: 0.722
2023-08-01 09:23:48,295 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.937, mIoU: 0.715
2023-08-01 09:23:48,398 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.938, mIoU: 0.719
2023-08-01 09:23:48,500 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.938, mIoU: 0.723
2023-08-01 09:23:48,605 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.938, mIoU: 0.722
2023-08-01 09:23:48,707 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.937, mIoU: 0.719
2023-08-01 09:23:48,809 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.721
2023-08-01 09:23:48,912 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.938, mIoU: 0.719
2023-08-01 09:23:49,015 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.938, mIoU: 0.720
2023-08-01 09:23:49,121 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.938, mIoU: 0.719
2023-08-01 09:23:49,224 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.938, mIoU: 0.716
2023-08-01 09:23:49,326 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.936, mIoU: 0.714
2023-08-01 09:23:49,429 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.936, mIoU: 0.706
2023-08-01 09:23:49,533 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.937, mIoU: 0.707
2023-08-01 09:23:49,639 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.937, mIoU: 0.708
2023-08-01 09:23:49,742 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.938, mIoU: 0.708
2023-08-01 09:23:49,845 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.939, mIoU: 0.708
2023-08-01 09:23:49,948 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.710
2023-08-01 09:23:50,052 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.940, mIoU: 0.709
2023-08-01 09:23:50,156 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.941, mIoU: 0.710
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2023-08-01 09:23:50,464 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.942, mIoU: 0.711
2023-08-01 09:23:50,571 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.714
2023-08-01 09:23:50,677 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.714
2023-08-01 09:23:50,785 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.715
2023-08-01 09:23:50,896 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.941, mIoU: 0.716
2023-08-01 09:23:51,001 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.941, mIoU: 0.719
2023-08-01 09:23:51,106 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.940, mIoU: 0.719
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2023-08-01 09:23:51,320 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.941, mIoU: 0.718
2023-08-01 09:23:51,425 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.941, mIoU: 0.724
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2023-08-01 09:23:51,637 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.940, mIoU: 0.721
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2023-08-01 09:23:51,849 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.940, mIoU: 0.726
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2023-08-01 09:23:52,062 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.939, mIoU: 0.725
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2023-08-01 09:23:52,383 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.938, mIoU: 0.727
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2023-08-01 09:23:53,013 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.939, mIoU: 0.725
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2023-08-01 09:23:53,844 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.937, mIoU: 0.725
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2023-08-01 09:23:54,254 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.934, mIoU: 0.718
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2023-08-01 09:23:55,943 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.933, mIoU: 0.735
2023-08-01 09:23:56,047 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.933, mIoU: 0.732
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2023-08-01 09:24:00,075 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.934, mIoU: 0.730
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2023-08-01 09:24:31,216 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-01 09:24:31,319 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-01 09:24:31,424 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-01 09:24:31,530 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-01 09:24:31,633 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-01 09:24:31,741 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-01 09:24:31,850 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-01 09:24:31,956 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-01 09:24:32,061 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-01 09:24:32,169 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-01 09:24:32,277 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-01 09:24:32,384 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-01 09:24:32,490 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-01 09:24:32,594 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-01 09:24:32,700 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-01 09:24:32,807 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-01 09:24:32,916 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-01 09:24:33,022 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-01 09:24:33,128 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-01 09:24:33,244 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.944, mIoU: 0.724
2023-08-01 09:24:33,351 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.944, mIoU: 0.725
2023-08-01 09:24:33,457 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.945, mIoU: 0.725
2023-08-01 09:24:33,562 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.944, mIoU: 0.725
2023-08-01 09:24:33,667 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.944, mIoU: 0.725
2023-08-01 09:24:33,772 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.944, mIoU: 0.725
2023-08-01 09:24:33,873 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.944, mIoU: 0.726
2023-08-01 09:24:33,978 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.944, mIoU: 0.726
2023-08-01 09:24:34,081 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-01 09:24:34,188 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-01 09:24:34,292 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-01 09:24:34,398 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-01 09:24:34,504 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.945, mIoU: 0.727
2023-08-01 09:24:34,614 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.945, mIoU: 0.727
2023-08-01 09:24:34,728 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-01 09:24:34,834 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-01 09:24:34,939 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-01 09:24:35,045 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-01 09:24:35,149 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-01 09:24:35,261 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-01 09:24:35,368 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-01 09:24:35,474 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-01 09:24:35,583 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-01 09:24:35,693 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-01 09:24:35,801 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-01 09:24:35,909 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-01 09:24:36,015 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-01 09:24:36,118 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-01 09:24:36,225 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-01 09:24:36,329 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-01 09:24:36,432 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-01 09:24:36,534 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.945, mIoU: 0.726
2023-08-01 09:24:36,636 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.945, mIoU: 0.727
2023-08-01 09:24:36,739 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.945, mIoU: 0.727
2023-08-01 09:24:36,842 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.945, mIoU: 0.727
2023-08-01 09:24:36,944 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.945, mIoU: 0.727
2023-08-01 09:24:37,046 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.945, mIoU: 0.727
2023-08-01 09:24:37,148 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.945, mIoU: 0.728
2023-08-01 09:24:37,253 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.945, mIoU: 0.728
2023-08-01 09:24:37,355 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.945, mIoU: 0.728
2023-08-01 09:24:37,458 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.945, mIoU: 0.728
2023-08-01 09:24:37,560 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.945, mIoU: 0.728
2023-08-01 09:24:37,664 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.945, mIoU: 0.728
2023-08-01 09:24:37,767 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.945, mIoU: 0.728
2023-08-01 09:24:37,869 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.945, mIoU: 0.728
2023-08-01 09:24:37,972 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.946, mIoU: 0.728
2023-08-01 09:24:38,073 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.946, mIoU: 0.728
2023-08-01 09:25:09,670 semantic_segmentation INFO: Iters: 124010/150000 || Lr: 0.004129 || Task Loss: 0.0933 || KD Loss: 0.0229|| 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: 4 days, 19:42:16 || Estimated Time: 1 day, 0:14:57
2023-08-01 09:25:40,865 semantic_segmentation INFO: Iters: 124020/150000 || Lr: 0.004128 || Task Loss: 0.1444 || KD Loss: 0.0294|| 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: 4 days, 19:42:47 || Estimated Time: 1 day, 0:14:23
2023-08-01 09:26:12,117 semantic_segmentation INFO: Iters: 124030/150000 || Lr: 0.004127 || Task Loss: 0.1734 || KD Loss: 0.0637|| 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: 4 days, 19:43:18 || Estimated Time: 1 day, 0:13:49
2023-08-01 09:26:43,292 semantic_segmentation INFO: Iters: 124040/150000 || Lr: 0.004125 || Task Loss: 0.1938 || KD Loss: 0.0386|| 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: 4 days, 19:43:50 || Estimated Time: 1 day, 0:13:15
2023-08-01 09:27:14,519 semantic_segmentation INFO: Iters: 124050/150000 || Lr: 0.004124 || Task Loss: 0.2301 || KD Loss: 0.0360|| 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: 4 days, 19:44:21 || Estimated Time: 1 day, 0:12:41
2023-08-01 09:27:45,774 semantic_segmentation INFO: Iters: 124060/150000 || Lr: 0.004122 || Task Loss: 0.1533 || KD Loss: 0.0311|| 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: 4 days, 19:44:52 || Estimated Time: 1 day, 0:12:07
2023-08-01 09:28:16,997 semantic_segmentation INFO: Iters: 124070/150000 || Lr: 0.004121 || Task Loss: 0.1803 || KD Loss: 0.0417|| 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: 4 days, 19:45:23 || Estimated Time: 1 day, 0:11:32
2023-08-01 09:28:48,234 semantic_segmentation INFO: Iters: 124080/150000 || Lr: 0.004119 || Task Loss: 0.1313 || KD Loss: 0.0260|| 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: 4 days, 19:45:55 || Estimated Time: 1 day, 0:10:58
2023-08-01 09:29:19,463 semantic_segmentation INFO: Iters: 124090/150000 || Lr: 0.004118 || Task Loss: 0.1208 || KD Loss: 0.0338|| 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: 4 days, 19:46:26 || Estimated Time: 1 day, 0:10:24
2023-08-01 09:29:50,669 semantic_segmentation INFO: Iters: 124100/150000 || Lr: 0.004117 || Task Loss: 0.1999 || KD Loss: 0.0399|| 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: 4 days, 19:46:57 || Estimated Time: 1 day, 0:09:50
2023-08-01 09:30:21,836 semantic_segmentation INFO: Iters: 124110/150000 || Lr: 0.004115 || Task Loss: 0.1730 || KD Loss: 0.0324|| 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: 4 days, 19:47:28 || Estimated Time: 1 day, 0:09:16
2023-08-01 09:30:53,022 semantic_segmentation INFO: Iters: 124120/150000 || Lr: 0.004114 || Task Loss: 0.1334 || KD Loss: 0.0357|| 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: 4 days, 19:47:59 || Estimated Time: 1 day, 0:08:42
2023-08-01 09:31:24,254 semantic_segmentation INFO: Iters: 124130/150000 || Lr: 0.004112 || Task Loss: 0.1451 || KD Loss: 0.0367|| 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: 4 days, 19:48:31 || Estimated Time: 1 day, 0:08:08
2023-08-01 09:31:55,456 semantic_segmentation INFO: Iters: 124140/150000 || Lr: 0.004111 || Task Loss: 0.1240 || KD Loss: 0.0232|| 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: 4 days, 19:49:02 || Estimated Time: 1 day, 0:07:34
2023-08-01 09:32:26,624 semantic_segmentation INFO: Iters: 124150/150000 || Lr: 0.004109 || Task Loss: 0.1674 || KD Loss: 0.0337|| 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: 4 days, 19:49:33 || Estimated Time: 1 day, 0:07:00
2023-08-01 09:32:57,878 semantic_segmentation INFO: Iters: 124160/150000 || Lr: 0.004108 || Task Loss: 0.2122 || KD Loss: 0.0457|| 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: 4 days, 19:50:04 || Estimated Time: 1 day, 0:06:26
2023-08-01 09:33:29,107 semantic_segmentation INFO: Iters: 124170/150000 || Lr: 0.004107 || Task Loss: 0.1583 || KD Loss: 0.0384|| 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: 4 days, 19:50:35 || Estimated Time: 1 day, 0:05:52
2023-08-01 09:34:00,348 semantic_segmentation INFO: Iters: 124180/150000 || Lr: 0.004105 || Task Loss: 0.1551 || KD Loss: 0.0281|| 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: 4 days, 19:51:07 || Estimated Time: 1 day, 0:05:18
2023-08-01 09:34:31,545 semantic_segmentation INFO: Iters: 124190/150000 || Lr: 0.004104 || Task Loss: 0.1627 || KD Loss: 0.0415|| 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: 4 days, 19:51:38 || Estimated Time: 1 day, 0:04:43
2023-08-01 09:35:02,718 semantic_segmentation INFO: Iters: 124200/150000 || Lr: 0.004102 || Task Loss: 0.1093 || KD Loss: 0.0332|| 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: 4 days, 19:52:09 || Estimated Time: 1 day, 0:04:09
2023-08-01 09:35:33,913 semantic_segmentation INFO: Iters: 124210/150000 || Lr: 0.004101 || Task Loss: 0.2342 || KD Loss: 0.0637|| 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: 4 days, 19:52:40 || Estimated Time: 1 day, 0:03:35
2023-08-01 09:36:05,136 semantic_segmentation INFO: Iters: 124220/150000 || Lr: 0.004099 || Task Loss: 0.1819 || KD Loss: 0.0397|| 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: 4 days, 19:53:11 || Estimated Time: 1 day, 0:03:01
2023-08-01 09:36:36,353 semantic_segmentation INFO: Iters: 124230/150000 || Lr: 0.004098 || Task Loss: 0.1877 || KD Loss: 0.0510|| 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: 4 days, 19:53:43 || Estimated Time: 1 day, 0:02:27
2023-08-01 09:37:07,579 semantic_segmentation INFO: Iters: 124240/150000 || Lr: 0.004097 || Task Loss: 0.1776 || KD Loss: 0.0293|| 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: 4 days, 19:54:14 || Estimated Time: 1 day, 0:01:53
2023-08-01 09:37:38,840 semantic_segmentation INFO: Iters: 124250/150000 || Lr: 0.004095 || Task Loss: 0.1493 || KD Loss: 0.0259|| 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: 4 days, 19:54:45 || Estimated Time: 1 day, 0:01:19
2023-08-01 09:38:10,080 semantic_segmentation INFO: Iters: 124260/150000 || Lr: 0.004094 || Task Loss: 0.1160 || KD Loss: 0.0319|| 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: 4 days, 19:55:16 || Estimated Time: 1 day, 0:00:45
2023-08-01 09:38:41,257 semantic_segmentation INFO: Iters: 124270/150000 || Lr: 0.004092 || Task Loss: 0.1560 || KD Loss: 0.0399|| 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: 4 days, 19:55:48 || Estimated Time: 1 day, 0:00:11
2023-08-01 09:39:12,476 semantic_segmentation INFO: Iters: 124280/150000 || Lr: 0.004091 || Task Loss: 0.1168 || KD Loss: 0.0247|| 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: 4 days, 19:56:19 || Estimated Time: 23:59:37
2023-08-01 09:39:43,683 semantic_segmentation INFO: Iters: 124290/150000 || Lr: 0.004089 || Task Loss: 0.1228 || KD Loss: 0.0337|| 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: 4 days, 19:56:50 || Estimated Time: 23:59:03
2023-08-01 09:40:14,844 semantic_segmentation INFO: Iters: 124300/150000 || Lr: 0.004088 || Task Loss: 0.1520 || KD Loss: 0.0329|| 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: 4 days, 19:57:21 || Estimated Time: 23:58:29
2023-08-01 09:40:46,018 semantic_segmentation INFO: Iters: 124310/150000 || Lr: 0.004086 || Task Loss: 0.1685 || KD Loss: 0.0332|| 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 days, 19:57:52 || Estimated Time: 23:57:55
2023-08-01 09:41:17,194 semantic_segmentation INFO: Iters: 124320/150000 || Lr: 0.004085 || Task Loss: 0.1531 || KD Loss: 0.0272|| 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: 4 days, 19:58:24 || Estimated Time: 23:57:20
2023-08-01 09:41:48,362 semantic_segmentation INFO: Iters: 124330/150000 || Lr: 0.004084 || Task Loss: 0.2286 || KD Loss: 0.0370|| 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: 4 days, 19:58:55 || Estimated Time: 23:56:46
2023-08-01 09:42:19,534 semantic_segmentation INFO: Iters: 124340/150000 || Lr: 0.004082 || Task Loss: 0.1623 || KD Loss: 0.0257|| 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: 4 days, 19:59:26 || Estimated Time: 23:56:12
2023-08-01 09:42:50,684 semantic_segmentation INFO: Iters: 124350/150000 || Lr: 0.004081 || Task Loss: 0.1530 || KD Loss: 0.0256|| 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: 4 days, 19:59:57 || Estimated Time: 23:55:38
2023-08-01 09:43:21,869 semantic_segmentation INFO: Iters: 124360/150000 || Lr: 0.004079 || Task Loss: 0.1371 || KD Loss: 0.0328|| 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 days, 20:00:28 || Estimated Time: 23:55:04
2023-08-01 09:43:53,005 semantic_segmentation INFO: Iters: 124370/150000 || Lr: 0.004078 || Task Loss: 0.1639 || KD Loss: 0.0439|| 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: 4 days, 20:00:59 || Estimated Time: 23:54:30
2023-08-01 09:44:24,172 semantic_segmentation INFO: Iters: 124380/150000 || Lr: 0.004076 || Task Loss: 0.1375 || KD Loss: 0.0282|| 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: 4 days, 20:01:31 || Estimated Time: 23:53:56
2023-08-01 09:44:55,298 semantic_segmentation INFO: Iters: 124390/150000 || Lr: 0.004075 || Task Loss: 0.1605 || KD Loss: 0.0290|| 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: 4 days, 20:02:02 || Estimated Time: 23:53:22
2023-08-01 09:45:26,398 semantic_segmentation INFO: Iters: 124400/150000 || Lr: 0.004074 || Task Loss: 0.1276 || KD Loss: 0.0451|| 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: 4 days, 20:02:33 || Estimated Time: 23:52:48
2023-08-01 09:45:57,469 semantic_segmentation INFO: Iters: 124410/150000 || Lr: 0.004072 || Task Loss: 0.1713 || KD Loss: 0.0501|| 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: 4 days, 20:03:04 || Estimated Time: 23:52:14
2023-08-01 09:46:28,508 semantic_segmentation INFO: Iters: 124420/150000 || Lr: 0.004071 || Task Loss: 0.1460 || KD Loss: 0.0320|| 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: 4 days, 20:03:35 || Estimated Time: 23:51:40
2023-08-01 09:46:59,487 semantic_segmentation INFO: Iters: 124430/150000 || Lr: 0.004069 || Task Loss: 0.2001 || KD Loss: 0.0438|| 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: 4 days, 20:04:06 || Estimated Time: 23:51:05
2023-08-01 09:47:30,472 semantic_segmentation INFO: Iters: 124440/150000 || Lr: 0.004068 || Task Loss: 0.1819 || KD Loss: 0.0376|| 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: 4 days, 20:04:37 || Estimated Time: 23:50:31
2023-08-01 09:48:01,435 semantic_segmentation INFO: Iters: 124450/150000 || Lr: 0.004066 || Task Loss: 0.1829 || KD Loss: 0.0298|| 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: 4 days, 20:05:08 || Estimated Time: 23:49:57
2023-08-01 09:48:32,375 semantic_segmentation INFO: Iters: 124460/150000 || Lr: 0.004065 || Task Loss: 0.2368 || KD Loss: 0.0388|| 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: 4 days, 20:05:39 || Estimated Time: 23:49:23
2023-08-01 09:49:03,401 semantic_segmentation INFO: Iters: 124470/150000 || Lr: 0.004064 || Task Loss: 0.2064 || KD Loss: 0.0327|| 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 days, 20:06:10 || Estimated Time: 23:48:49
2023-08-01 09:49:34,369 semantic_segmentation INFO: Iters: 124480/150000 || Lr: 0.004062 || Task Loss: 0.2229 || KD Loss: 0.0352|| 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: 4 days, 20:06:41 || Estimated Time: 23:48:15
2023-08-01 09:50:05,326 semantic_segmentation INFO: Iters: 124490/150000 || Lr: 0.004061 || Task Loss: 0.1850 || KD Loss: 0.0367|| 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: 4 days, 20:07:12 || Estimated Time: 23:47:41
2023-08-01 09:50:36,271 semantic_segmentation INFO: Iters: 124500/150000 || Lr: 0.004059 || Task Loss: 0.1984 || KD Loss: 0.0390|| 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: 4 days, 20:07:43 || Estimated Time: 23:47:07
2023-08-01 09:51:07,228 semantic_segmentation INFO: Iters: 124510/150000 || Lr: 0.004058 || Task Loss: 0.1516 || KD Loss: 0.0242|| 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: 4 days, 20:08:14 || Estimated Time: 23:46:33
2023-08-01 09:51:38,191 semantic_segmentation INFO: Iters: 124520/150000 || Lr: 0.004056 || Task Loss: 0.1672 || KD Loss: 0.0373|| 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: 4 days, 20:08:45 || Estimated Time: 23:45:58
2023-08-01 09:52:09,139 semantic_segmentation INFO: Iters: 124530/150000 || Lr: 0.004055 || Task Loss: 0.2122 || KD Loss: 0.0366|| 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: 4 days, 20:09:15 || Estimated Time: 23:45:24
2023-08-01 09:52:39,997 semantic_segmentation INFO: Iters: 124540/150000 || Lr: 0.004054 || Task Loss: 0.1131 || KD Loss: 0.0202|| 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: 4 days, 20:09:46 || Estimated Time: 23:44:50
2023-08-01 09:53:10,903 semantic_segmentation INFO: Iters: 124550/150000 || Lr: 0.004052 || Task Loss: 0.1678 || KD Loss: 0.0415|| 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: 4 days, 20:10:17 || Estimated Time: 23:44:16
2023-08-01 09:53:41,781 semantic_segmentation INFO: Iters: 124560/150000 || Lr: 0.004051 || Task Loss: 0.1880 || KD Loss: 0.0300|| 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: 4 days, 20:10:48 || Estimated Time: 23:43:42
2023-08-01 09:54:12,699 semantic_segmentation INFO: Iters: 124570/150000 || Lr: 0.004049 || Task Loss: 0.1516 || KD Loss: 0.0356|| 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: 4 days, 20:11:19 || Estimated Time: 23:43:08
2023-08-01 09:54:43,523 semantic_segmentation INFO: Iters: 124580/150000 || Lr: 0.004048 || Task Loss: 0.1611 || KD Loss: 0.0328|| 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: 4 days, 20:11:50 || Estimated Time: 23:42:34
2023-08-01 09:55:14,397 semantic_segmentation INFO: Iters: 124590/150000 || Lr: 0.004046 || Task Loss: 0.1626 || KD Loss: 0.0353|| 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: 4 days, 20:12:21 || Estimated Time: 23:42:00
2023-08-01 09:55:45,197 semantic_segmentation INFO: Iters: 124600/150000 || Lr: 0.004045 || Task Loss: 0.1197 || KD Loss: 0.0296|| 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: 4 days, 20:12:52 || Estimated Time: 23:41:25
2023-08-01 09:56:16,096 semantic_segmentation INFO: Iters: 124610/150000 || Lr: 0.004044 || Task Loss: 0.1876 || KD Loss: 0.0380|| 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: 4 days, 20:13:22 || Estimated Time: 23:40:51
2023-08-01 09:56:46,971 semantic_segmentation INFO: Iters: 124620/150000 || Lr: 0.004042 || Task Loss: 0.1502 || KD Loss: 0.0295|| 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: 4 days, 20:13:53 || Estimated Time: 23:40:17
2023-08-01 09:57:17,785 semantic_segmentation INFO: Iters: 124630/150000 || Lr: 0.004041 || Task Loss: 0.1740 || KD Loss: 0.0326|| 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: 4 days, 20:14:24 || Estimated Time: 23:39:43
2023-08-01 09:57:48,588 semantic_segmentation INFO: Iters: 124640/150000 || Lr: 0.004039 || Task Loss: 0.1224 || KD Loss: 0.0238|| 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: 4 days, 20:14:55 || Estimated Time: 23:39:09
2023-08-01 09:58:19,389 semantic_segmentation INFO: Iters: 124650/150000 || Lr: 0.004038 || Task Loss: 0.1543 || KD Loss: 0.0277|| 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: 4 days, 20:15:26 || Estimated Time: 23:38:35
2023-08-01 09:58:50,206 semantic_segmentation INFO: Iters: 124660/150000 || Lr: 0.004036 || Task Loss: 0.1728 || KD Loss: 0.0360|| 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: 4 days, 20:15:57 || Estimated Time: 23:38:01
2023-08-01 09:59:21,044 semantic_segmentation INFO: Iters: 124670/150000 || Lr: 0.004035 || Task Loss: 0.1933 || KD Loss: 0.0412|| 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: 4 days, 20:16:27 || Estimated Time: 23:37:26
2023-08-01 09:59:51,884 semantic_segmentation INFO: Iters: 124680/150000 || Lr: 0.004033 || Task Loss: 0.1485 || KD Loss: 0.0322|| 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: 4 days, 20:16:58 || Estimated Time: 23:36:52
2023-08-01 10:00:22,691 semantic_segmentation INFO: Iters: 124690/150000 || Lr: 0.004032 || Task Loss: 0.1776 || KD Loss: 0.0393|| 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: 4 days, 20:17:29 || Estimated Time: 23:36:18
2023-08-01 10:00:53,530 semantic_segmentation INFO: Iters: 124700/150000 || Lr: 0.004031 || Task Loss: 0.1823 || KD Loss: 0.0431|| 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: 4 days, 20:18:00 || Estimated Time: 23:35:44
2023-08-01 10:01:24,309 semantic_segmentation INFO: Iters: 124710/150000 || Lr: 0.004029 || Task Loss: 0.1231 || KD Loss: 0.0254|| 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: 4 days, 20:18:31 || Estimated Time: 23:35:10
2023-08-01 10:01:55,120 semantic_segmentation INFO: Iters: 124720/150000 || Lr: 0.004028 || Task Loss: 0.1668 || KD Loss: 0.0314|| 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: 4 days, 20:19:01 || Estimated Time: 23:34:36
2023-08-01 10:02:25,954 semantic_segmentation INFO: Iters: 124730/150000 || Lr: 0.004026 || Task Loss: 0.2311 || KD Loss: 0.0508|| 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: 4 days, 20:19:32 || Estimated Time: 23:34:02
2023-08-01 10:02:56,808 semantic_segmentation INFO: Iters: 124740/150000 || Lr: 0.004025 || Task Loss: 0.1746 || KD Loss: 0.0675|| 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: 4 days, 20:20:03 || Estimated Time: 23:33:28
2023-08-01 10:03:27,663 semantic_segmentation INFO: Iters: 124750/150000 || Lr: 0.004023 || Task Loss: 0.2002 || KD Loss: 0.0350|| 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: 4 days, 20:20:34 || Estimated Time: 23:32:53
2023-08-01 10:03:58,522 semantic_segmentation INFO: Iters: 124760/150000 || Lr: 0.004022 || Task Loss: 0.1511 || KD Loss: 0.0325|| 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: 4 days, 20:21:05 || Estimated Time: 23:32:19
2023-08-01 10:04:29,376 semantic_segmentation INFO: Iters: 124770/150000 || Lr: 0.004021 || Task Loss: 0.1415 || KD Loss: 0.0251|| 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: 4 days, 20:21:36 || Estimated Time: 23:31:45
2023-08-01 10:05:00,135 semantic_segmentation INFO: Iters: 124780/150000 || Lr: 0.004019 || Task Loss: 0.1540 || KD Loss: 0.0278|| 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: 4 days, 20:22:06 || Estimated Time: 23:31:11
2023-08-01 10:05:30,923 semantic_segmentation INFO: Iters: 124790/150000 || Lr: 0.004018 || Task Loss: 0.1490 || KD Loss: 0.0279|| 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: 4 days, 20:22:37 || Estimated Time: 23:30:37
2023-08-01 10:06:01,748 semantic_segmentation INFO: Iters: 124800/150000 || Lr: 0.004016 || Task Loss: 0.1902 || KD Loss: 0.0337|| 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: 4 days, 20:23:08 || Estimated Time: 23:30:03
2023-08-01 10:06:01,816 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-01 10:06:02,614 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.974, mIoU: 0.413
2023-08-01 10:06:02,733 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.522
2023-08-01 10:06:02,844 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.528
2023-08-01 10:06:02,948 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.549
2023-08-01 10:06:03,050 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.546
2023-08-01 10:06:03,155 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.552
2023-08-01 10:06:03,258 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.581
2023-08-01 10:06:03,364 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.974, mIoU: 0.627
2023-08-01 10:06:03,467 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.653
2023-08-01 10:06:03,570 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.970, mIoU: 0.698
2023-08-01 10:06:03,673 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.970, mIoU: 0.707
2023-08-01 10:06:03,777 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.747
2023-08-01 10:06:03,881 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.751
2023-08-01 10:06:03,984 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.964, mIoU: 0.738
2023-08-01 10:06:04,087 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.739
2023-08-01 10:06:04,194 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.727
2023-08-01 10:06:04,296 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.728
2023-08-01 10:06:04,402 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.728
2023-08-01 10:06:04,504 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.735
2023-08-01 10:06:04,608 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.742
2023-08-01 10:06:04,712 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.742
2023-08-01 10:06:04,816 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.956, mIoU: 0.746
2023-08-01 10:06:04,919 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-01 10:06:05,022 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.956, mIoU: 0.754
2023-08-01 10:06:05,124 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.955, mIoU: 0.766
2023-08-01 10:06:05,228 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.955, mIoU: 0.768
2023-08-01 10:06:05,333 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 10:06:05,436 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-01 10:06:05,539 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.953, mIoU: 0.753
2023-08-01 10:06:05,641 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-01 10:06:05,745 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 10:06:05,850 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.952, mIoU: 0.752
2023-08-01 10:06:05,953 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.953, mIoU: 0.753
2023-08-01 10:06:06,057 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-01 10:06:06,164 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.952, mIoU: 0.752
2023-08-01 10:06:06,267 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.953, mIoU: 0.751
2023-08-01 10:06:06,371 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-01 10:06:06,475 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-01 10:06:06,578 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-01 10:06:06,682 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-01 10:06:06,787 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-01 10:06:06,894 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-01 10:06:06,998 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-01 10:06:07,101 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.953, mIoU: 0.742
2023-08-01 10:06:07,209 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.953, mIoU: 0.741
2023-08-01 10:06:07,314 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.953, mIoU: 0.741
2023-08-01 10:06:07,420 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.954, mIoU: 0.741
2023-08-01 10:06:07,522 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.954, mIoU: 0.740
2023-08-01 10:06:07,625 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.954, mIoU: 0.742
2023-08-01 10:06:07,728 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-01 10:06:07,832 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 10:06:07,936 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.954, mIoU: 0.748
2023-08-01 10:06:08,038 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.953, mIoU: 0.749
2023-08-01 10:06:08,143 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-01 10:06:08,249 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.751
2023-08-01 10:06:08,353 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.952, mIoU: 0.751
2023-08-01 10:06:08,456 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.952, mIoU: 0.752
2023-08-01 10:06:08,559 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.953, mIoU: 0.758
2023-08-01 10:06:08,661 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.952, mIoU: 0.759
2023-08-01 10:06:08,764 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-01 10:06:08,868 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.760
2023-08-01 10:06:08,972 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-01 10:06:09,075 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-01 10:06:09,179 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.952, mIoU: 0.762
2023-08-01 10:06:09,282 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.952, mIoU: 0.765
2023-08-01 10:06:09,386 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.952, mIoU: 0.765
2023-08-01 10:06:09,488 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.951, mIoU: 0.764
2023-08-01 10:06:09,590 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.951, mIoU: 0.765
2023-08-01 10:06:09,693 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.950, mIoU: 0.764
2023-08-01 10:06:09,795 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.951, mIoU: 0.763
2023-08-01 10:06:09,898 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.951, mIoU: 0.764
2023-08-01 10:06:10,003 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-01 10:06:10,106 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-01 10:06:10,212 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-01 10:06:10,315 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-01 10:06:10,417 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-01 10:06:10,520 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-01 10:06:10,624 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-01 10:06:10,727 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-01 10:06:10,832 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-01 10:06:10,940 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.951, mIoU: 0.763
2023-08-01 10:06:11,046 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.951, mIoU: 0.763
2023-08-01 10:06:11,149 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-01 10:06:11,256 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-01 10:06:11,359 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.948, mIoU: 0.756
2023-08-01 10:06:11,463 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.948, mIoU: 0.756
2023-08-01 10:06:11,566 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.948, mIoU: 0.756
2023-08-01 10:06:11,672 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.948, mIoU: 0.756
2023-08-01 10:06:11,777 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.948, mIoU: 0.756
2023-08-01 10:06:11,882 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.948, mIoU: 0.756
2023-08-01 10:06:11,985 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.948, mIoU: 0.756
2023-08-01 10:06:12,088 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.948, mIoU: 0.769
2023-08-01 10:06:12,192 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.949, mIoU: 0.769
2023-08-01 10:06:12,299 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.949, mIoU: 0.769
2023-08-01 10:06:12,402 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.949, mIoU: 0.769
2023-08-01 10:06:12,504 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.949, mIoU: 0.769
2023-08-01 10:06:12,607 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.949, mIoU: 0.770
2023-08-01 10:06:12,710 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.949, mIoU: 0.770
2023-08-01 10:06:12,814 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.949, mIoU: 0.768
2023-08-01 10:06:12,919 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.948, mIoU: 0.768
2023-08-01 10:06:13,025 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.947, mIoU: 0.767
2023-08-01 10:06:13,130 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.947, mIoU: 0.765
2023-08-01 10:06:13,234 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.946, mIoU: 0.765
2023-08-01 10:06:13,338 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.947, mIoU: 0.764
2023-08-01 10:06:13,442 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.947, mIoU: 0.764
2023-08-01 10:06:13,546 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.947, mIoU: 0.765
2023-08-01 10:06:13,653 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.947, mIoU: 0.764
2023-08-01 10:06:13,759 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.947, mIoU: 0.765
2023-08-01 10:06:13,866 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.947, mIoU: 0.765
2023-08-01 10:06:13,971 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.947, mIoU: 0.766
2023-08-01 10:06:14,073 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.947, mIoU: 0.766
2023-08-01 10:06:14,176 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.947, mIoU: 0.765
2023-08-01 10:06:14,281 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.947, mIoU: 0.765
2023-08-01 10:06:14,387 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.947, mIoU: 0.765
2023-08-01 10:06:14,490 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.947, mIoU: 0.765
2023-08-01 10:06:14,593 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.947, mIoU: 0.764
2023-08-01 10:06:14,695 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.947, mIoU: 0.760
2023-08-01 10:06:14,797 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.947, mIoU: 0.760
2023-08-01 10:06:14,902 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.947, mIoU: 0.760
2023-08-01 10:06:15,007 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.947, mIoU: 0.760
2023-08-01 10:06:15,109 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.947, mIoU: 0.760
2023-08-01 10:06:15,213 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.947, mIoU: 0.759
2023-08-01 10:06:15,322 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.947, mIoU: 0.759
2023-08-01 10:06:15,426 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.947, mIoU: 0.760
2023-08-01 10:06:15,530 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.947, mIoU: 0.760
2023-08-01 10:06:15,633 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.947, mIoU: 0.763
2023-08-01 10:06:15,736 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.947, mIoU: 0.765
2023-08-01 10:06:15,840 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.947, mIoU: 0.765
2023-08-01 10:06:15,944 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.947, mIoU: 0.764
2023-08-01 10:06:16,046 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.947, mIoU: 0.764
2023-08-01 10:06:16,149 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.947, mIoU: 0.764
2023-08-01 10:06:16,251 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.948, mIoU: 0.764
2023-08-01 10:06:16,360 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-01 10:06:16,467 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-01 10:06:16,574 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.948, mIoU: 0.762
2023-08-01 10:06:16,680 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.948, mIoU: 0.762
2023-08-01 10:06:16,784 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.948, mIoU: 0.762
2023-08-01 10:06:16,889 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.948, mIoU: 0.759
2023-08-01 10:06:16,994 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.948, mIoU: 0.760
2023-08-01 10:06:17,098 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.948, mIoU: 0.762
2023-08-01 10:06:17,201 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.948, mIoU: 0.762
2023-08-01 10:06:17,307 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-01 10:06:17,411 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-01 10:06:17,515 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-01 10:06:17,618 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-01 10:06:17,723 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.948, mIoU: 0.762
2023-08-01 10:06:17,826 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.948, mIoU: 0.762
2023-08-01 10:06:17,931 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-01 10:06:18,034 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.948, mIoU: 0.761
2023-08-01 10:06:18,138 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.948, mIoU: 0.760
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2023-08-01 10:06:38,780 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.950, mIoU: 0.749
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2023-08-01 10:06:38,987 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-01 10:06:39,092 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-01 10:06:39,196 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-01 10:06:39,299 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-01 10:06:39,406 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-01 10:06:39,513 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-01 10:06:39,620 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-01 10:06:39,727 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-01 10:06:39,831 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-01 10:06:39,938 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-01 10:06:40,043 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-01 10:06:40,147 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-01 10:06:40,253 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-01 10:06:40,356 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-01 10:06:40,462 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-01 10:06:40,568 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-01 10:06:40,676 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-01 10:06:40,781 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-01 10:06:40,886 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-01 10:06:40,991 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-01 10:06:41,096 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-01 10:06:41,202 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-01 10:06:41,308 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-01 10:06:41,415 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-01 10:06:41,522 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-01 10:06:41,628 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-01 10:06:41,734 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-01 10:06:41,839 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-01 10:06:41,944 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 10:06:42,049 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 10:06:42,154 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 10:06:42,258 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 10:06:42,363 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 10:06:42,468 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.952, mIoU: 0.752
2023-08-01 10:06:42,573 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.952, mIoU: 0.752
2023-08-01 10:06:42,680 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.952, mIoU: 0.752
2023-08-01 10:06:42,785 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 10:06:42,893 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 10:06:43,001 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 10:06:43,108 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 10:06:43,213 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 10:06:43,318 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 10:06:43,423 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 10:06:43,529 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 10:06:43,634 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 10:06:43,742 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 10:06:43,845 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 10:06:43,951 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 10:06:44,056 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 10:06:44,162 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 10:06:44,267 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 10:06:44,375 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 10:06:44,481 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-01 10:06:44,587 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-01 10:06:44,694 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-01 10:06:44,798 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-01 10:06:44,903 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-01 10:06:45,009 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-01 10:06:45,114 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-01 10:06:45,219 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-01 10:06:45,324 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 10:06:45,429 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 10:06:45,532 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 10:06:45,634 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 10:06:45,742 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 10:06:45,845 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 10:06:45,950 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 10:06:46,056 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 10:06:46,160 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 10:06:46,262 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 10:06:46,367 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 10:06:46,471 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 10:06:46,576 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 10:06:46,681 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 10:06:46,791 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 10:06:46,898 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 10:06:47,002 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 10:06:47,105 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 10:06:47,211 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 10:06:47,315 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 10:06:47,420 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 10:06:47,524 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 10:06:47,627 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 10:06:47,733 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 10:06:47,837 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 10:06:47,942 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 10:06:48,047 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 10:06:48,149 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 10:06:48,255 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 10:06:48,359 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 10:06:48,463 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 10:06:48,568 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 10:06:48,673 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 10:06:48,786 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 10:06:48,892 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 10:06:48,997 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 10:06:49,104 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 10:06:49,209 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 10:06:49,315 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:06:49,419 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:06:49,525 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:06:49,630 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:06:49,734 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:06:49,843 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:06:49,948 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:06:50,052 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 10:06:50,157 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 10:06:50,262 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 10:06:50,371 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 10:06:50,476 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 10:06:50,577 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 10:06:50,683 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 10:06:50,789 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 10:06:50,895 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 10:06:51,000 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 10:06:51,103 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 10:06:51,208 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-01 10:06:51,314 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-01 10:06:51,419 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 10:06:51,525 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 10:06:51,629 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 10:06:51,733 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 10:06:51,840 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 10:06:51,947 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 10:06:52,053 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 10:06:52,155 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 10:06:52,262 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 10:06:52,370 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 10:06:52,478 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 10:06:52,584 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 10:06:52,690 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-01 10:06:52,795 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-01 10:06:52,902 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-01 10:06:53,005 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-01 10:06:53,109 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-01 10:06:53,211 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-01 10:06:53,313 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-01 10:06:53,416 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 10:06:53,518 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 10:06:53,621 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 10:06:53,723 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 10:06:53,826 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 10:06:53,930 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 10:06:54,032 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 10:06:54,133 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 10:06:54,235 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 10:06:54,337 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 10:06:54,440 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 10:06:54,542 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 10:06:54,645 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 10:06:54,747 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 10:07:25,775 semantic_segmentation INFO: Iters: 124810/150000 || Lr: 0.004015 || Task Loss: 0.1614 || KD Loss: 0.0307|| 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: 4 days, 20:24:32 || Estimated Time: 23:29:39
2023-08-01 10:07:56,565 semantic_segmentation INFO: Iters: 124820/150000 || Lr: 0.004013 || Task Loss: 0.1688 || KD Loss: 0.0275|| 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: 4 days, 20:25:03 || Estimated Time: 23:29:05
2023-08-01 10:08:27,330 semantic_segmentation INFO: Iters: 124830/150000 || Lr: 0.004012 || Task Loss: 0.1893 || KD Loss: 0.0386|| 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: 4 days, 20:25:34 || Estimated Time: 23:28:31
2023-08-01 10:08:58,104 semantic_segmentation INFO: Iters: 124840/150000 || Lr: 0.004011 || Task Loss: 0.1467 || KD Loss: 0.0378|| 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: 4 days, 20:26:04 || Estimated Time: 23:27:57
2023-08-01 10:09:28,860 semantic_segmentation INFO: Iters: 124850/150000 || Lr: 0.004009 || Task Loss: 0.1682 || KD Loss: 0.0290|| 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: 4 days, 20:26:35 || Estimated Time: 23:27:23
2023-08-01 10:09:59,696 semantic_segmentation INFO: Iters: 124860/150000 || Lr: 0.004008 || Task Loss: 0.1622 || KD Loss: 0.0304|| 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: 4 days, 20:27:06 || Estimated Time: 23:26:49
2023-08-01 10:10:30,498 semantic_segmentation INFO: Iters: 124870/150000 || Lr: 0.004006 || Task Loss: 0.1866 || KD Loss: 0.0303|| 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: 4 days, 20:27:37 || Estimated Time: 23:26:15
2023-08-01 10:11:01,265 semantic_segmentation INFO: Iters: 124880/150000 || Lr: 0.004005 || Task Loss: 0.2762 || KD Loss: 0.0599|| 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: 4 days, 20:28:08 || Estimated Time: 23:25:40
2023-08-01 10:11:32,073 semantic_segmentation INFO: Iters: 124890/150000 || Lr: 0.004003 || Task Loss: 0.1845 || KD Loss: 0.0431|| 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: 4 days, 20:28:38 || Estimated Time: 23:25:06
2023-08-01 10:12:02,827 semantic_segmentation INFO: Iters: 124900/150000 || Lr: 0.004002 || Task Loss: 0.1631 || KD Loss: 0.0270|| 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: 4 days, 20:29:09 || Estimated Time: 23:24:32
2023-08-01 10:12:33,535 semantic_segmentation INFO: Iters: 124910/150000 || Lr: 0.004000 || Task Loss: 0.1313 || KD Loss: 0.0366|| 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: 4 days, 20:29:40 || Estimated Time: 23:23:58
2023-08-01 10:13:04,298 semantic_segmentation INFO: Iters: 124920/150000 || Lr: 0.003999 || Task Loss: 0.1817 || KD Loss: 0.0274|| 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: 4 days, 20:30:11 || Estimated Time: 23:23:24
2023-08-01 10:13:35,040 semantic_segmentation INFO: Iters: 124930/150000 || Lr: 0.003998 || Task Loss: 0.1817 || KD Loss: 0.0403|| 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: 4 days, 20:30:41 || Estimated Time: 23:22:50
2023-08-01 10:14:05,806 semantic_segmentation INFO: Iters: 124940/150000 || Lr: 0.003996 || Task Loss: 0.1147 || KD Loss: 0.0264|| 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: 4 days, 20:31:12 || Estimated Time: 23:22:16
2023-08-01 10:14:36,489 semantic_segmentation INFO: Iters: 124950/150000 || Lr: 0.003995 || Task Loss: 0.2240 || KD Loss: 0.0630|| 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: 4 days, 20:31:43 || Estimated Time: 23:21:41
2023-08-01 10:15:07,208 semantic_segmentation INFO: Iters: 124960/150000 || Lr: 0.003993 || Task Loss: 0.1820 || KD Loss: 0.0365|| 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: 4 days, 20:32:14 || Estimated Time: 23:21:07
2023-08-01 10:15:37,975 semantic_segmentation INFO: Iters: 124970/150000 || Lr: 0.003992 || Task Loss: 0.2090 || KD Loss: 0.0586|| 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: 4 days, 20:32:44 || Estimated Time: 23:20:33
2023-08-01 10:16:08,648 semantic_segmentation INFO: Iters: 124980/150000 || Lr: 0.003990 || Task Loss: 0.2121 || KD Loss: 0.0290|| 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: 4 days, 20:33:15 || Estimated Time: 23:19:59
2023-08-01 10:16:39,305 semantic_segmentation INFO: Iters: 124990/150000 || Lr: 0.003989 || Task Loss: 0.1799 || KD Loss: 0.0333|| 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: 4 days, 20:33:46 || Estimated Time: 23:19:25
2023-08-01 10:17:10,040 semantic_segmentation INFO: Iters: 125000/150000 || Lr: 0.003988 || Task Loss: 0.1593 || KD Loss: 0.0425|| 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: 4 days, 20:34:16 || Estimated Time: 23:18:51
2023-08-01 10:17:40,737 semantic_segmentation INFO: Iters: 125010/150000 || Lr: 0.003986 || Task Loss: 0.1707 || KD Loss: 0.0325|| 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: 4 days, 20:34:47 || Estimated Time: 23:18:17
2023-08-01 10:18:11,444 semantic_segmentation INFO: Iters: 125020/150000 || Lr: 0.003985 || Task Loss: 0.2078 || KD Loss: 0.0547|| 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: 4 days, 20:35:18 || Estimated Time: 23:17:42
2023-08-01 10:18:42,139 semantic_segmentation INFO: Iters: 125030/150000 || Lr: 0.003983 || Task Loss: 0.1612 || KD Loss: 0.0348|| 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: 4 days, 20:35:48 || Estimated Time: 23:17:08
2023-08-01 10:19:12,754 semantic_segmentation INFO: Iters: 125040/150000 || Lr: 0.003982 || Task Loss: 0.1242 || KD Loss: 0.0245|| 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: 4 days, 20:36:19 || Estimated Time: 23:16:34
2023-08-01 10:19:43,432 semantic_segmentation INFO: Iters: 125050/150000 || Lr: 0.003980 || Task Loss: 0.1535 || KD Loss: 0.0324|| 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: 4 days, 20:36:50 || Estimated Time: 23:16:00
2023-08-01 10:20:14,149 semantic_segmentation INFO: Iters: 125060/150000 || Lr: 0.003979 || Task Loss: 0.1922 || KD Loss: 0.0402|| 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: 4 days, 20:37:21 || Estimated Time: 23:15:26
2023-08-01 10:20:44,849 semantic_segmentation INFO: Iters: 125070/150000 || Lr: 0.003978 || Task Loss: 0.1334 || KD Loss: 0.0264|| 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: 4 days, 20:37:51 || Estimated Time: 23:14:52
2023-08-01 10:21:15,575 semantic_segmentation INFO: Iters: 125080/150000 || Lr: 0.003976 || Task Loss: 0.1456 || KD Loss: 0.0321|| 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: 4 days, 20:38:22 || Estimated Time: 23:14:17
2023-08-01 10:21:46,288 semantic_segmentation INFO: Iters: 125090/150000 || Lr: 0.003975 || Task Loss: 0.1776 || KD Loss: 0.0312|| 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: 4 days, 20:38:53 || Estimated Time: 23:13:43
2023-08-01 10:22:17,007 semantic_segmentation INFO: Iters: 125100/150000 || Lr: 0.003973 || Task Loss: 0.1211 || KD Loss: 0.0257|| 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: 4 days, 20:39:23 || Estimated Time: 23:13:09
2023-08-01 10:22:47,744 semantic_segmentation INFO: Iters: 125110/150000 || Lr: 0.003972 || Task Loss: 0.1463 || KD Loss: 0.0348|| 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: 4 days, 20:39:54 || Estimated Time: 23:12:35
2023-08-01 10:23:18,494 semantic_segmentation INFO: Iters: 125120/150000 || Lr: 0.003970 || Task Loss: 0.1593 || KD Loss: 0.0298|| 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: 4 days, 20:40:25 || Estimated Time: 23:12:01
2023-08-01 10:23:49,247 semantic_segmentation INFO: Iters: 125130/150000 || Lr: 0.003969 || Task Loss: 0.1483 || KD Loss: 0.0427|| 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: 4 days, 20:40:56 || Estimated Time: 23:11:27
2023-08-01 10:24:20,015 semantic_segmentation INFO: Iters: 125140/150000 || Lr: 0.003967 || Task Loss: 0.1588 || KD Loss: 0.0298|| 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: 4 days, 20:41:26 || Estimated Time: 23:10:53
2023-08-01 10:24:50,699 semantic_segmentation INFO: Iters: 125150/150000 || Lr: 0.003966 || Task Loss: 0.1672 || KD Loss: 0.0334|| 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: 4 days, 20:41:57 || Estimated Time: 23:10:19
2023-08-01 10:25:21,365 semantic_segmentation INFO: Iters: 125160/150000 || Lr: 0.003965 || Task Loss: 0.1485 || KD Loss: 0.0327|| 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: 4 days, 20:42:28 || Estimated Time: 23:09:44
2023-08-01 10:25:52,056 semantic_segmentation INFO: Iters: 125170/150000 || Lr: 0.003963 || Task Loss: 0.1750 || KD Loss: 0.0367|| 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: 4 days, 20:42:58 || Estimated Time: 23:09:10
2023-08-01 10:26:22,744 semantic_segmentation INFO: Iters: 125180/150000 || Lr: 0.003962 || Task Loss: 0.1363 || KD Loss: 0.0302|| 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: 4 days, 20:43:29 || Estimated Time: 23:08:36
2023-08-01 10:26:53,372 semantic_segmentation INFO: Iters: 125190/150000 || Lr: 0.003960 || Task Loss: 0.1285 || KD Loss: 0.0395|| 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: 4 days, 20:44:00 || Estimated Time: 23:08:02
2023-08-01 10:27:24,004 semantic_segmentation INFO: Iters: 125200/150000 || Lr: 0.003959 || Task Loss: 0.1461 || KD Loss: 0.0279|| 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: 4 days, 20:44:30 || Estimated Time: 23:07:28
2023-08-01 10:27:54,621 semantic_segmentation INFO: Iters: 125210/150000 || Lr: 0.003957 || Task Loss: 0.1765 || KD Loss: 0.0404|| 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: 4 days, 20:45:01 || Estimated Time: 23:06:54
2023-08-01 10:28:25,250 semantic_segmentation INFO: Iters: 125220/150000 || Lr: 0.003956 || Task Loss: 0.1952 || KD Loss: 0.0344|| 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: 4 days, 20:45:32 || Estimated Time: 23:06:20
2023-08-01 10:28:55,889 semantic_segmentation INFO: Iters: 125230/150000 || Lr: 0.003955 || Task Loss: 0.1602 || KD Loss: 0.0278|| 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: 4 days, 20:46:02 || Estimated Time: 23:05:45
2023-08-01 10:29:26,499 semantic_segmentation INFO: Iters: 125240/150000 || Lr: 0.003953 || Task Loss: 0.1829 || KD Loss: 0.0357|| 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: 4 days, 20:46:33 || Estimated Time: 23:05:11
2023-08-01 10:29:57,169 semantic_segmentation INFO: Iters: 125250/150000 || Lr: 0.003952 || Task Loss: 0.1847 || KD Loss: 0.0334|| 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: 4 days, 20:47:04 || Estimated Time: 23:04:37
2023-08-01 10:30:27,738 semantic_segmentation INFO: Iters: 125260/150000 || Lr: 0.003950 || Task Loss: 0.1471 || KD Loss: 0.0257|| 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: 4 days, 20:47:34 || Estimated Time: 23:04:03
2023-08-01 10:30:58,356 semantic_segmentation INFO: Iters: 125270/150000 || Lr: 0.003949 || Task Loss: 0.1928 || KD Loss: 0.0346|| 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: 4 days, 20:48:05 || Estimated Time: 23:03:29
2023-08-01 10:31:28,956 semantic_segmentation INFO: Iters: 125280/150000 || Lr: 0.003947 || Task Loss: 0.1585 || KD Loss: 0.0278|| 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: 4 days, 20:48:35 || Estimated Time: 23:02:55
2023-08-01 10:31:59,603 semantic_segmentation INFO: Iters: 125290/150000 || Lr: 0.003946 || Task Loss: 0.1232 || KD Loss: 0.0230|| 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: 4 days, 20:49:06 || Estimated Time: 23:02:20
2023-08-01 10:32:30,229 semantic_segmentation INFO: Iters: 125300/150000 || Lr: 0.003944 || Task Loss: 0.1456 || KD Loss: 0.0290|| 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: 4 days, 20:49:37 || Estimated Time: 23:01:46
2023-08-01 10:33:00,842 semantic_segmentation INFO: Iters: 125310/150000 || Lr: 0.003943 || Task Loss: 0.1050 || KD Loss: 0.0269|| 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: 4 days, 20:50:07 || Estimated Time: 23:01:12
2023-08-01 10:33:31,447 semantic_segmentation INFO: Iters: 125320/150000 || Lr: 0.003942 || Task Loss: 0.1830 || KD Loss: 0.0385|| 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: 4 days, 20:50:38 || Estimated Time: 23:00:38
2023-08-01 10:34:02,075 semantic_segmentation INFO: Iters: 125330/150000 || Lr: 0.003940 || Task Loss: 0.1387 || KD Loss: 0.0245|| 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: 4 days, 20:51:08 || Estimated Time: 23:00:04
2023-08-01 10:34:32,696 semantic_segmentation INFO: Iters: 125340/150000 || Lr: 0.003939 || Task Loss: 0.1330 || KD Loss: 0.0365|| 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: 4 days, 20:51:39 || Estimated Time: 22:59:30
2023-08-01 10:35:03,346 semantic_segmentation INFO: Iters: 125350/150000 || Lr: 0.003937 || Task Loss: 0.1230 || KD Loss: 0.0291|| 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: 4 days, 20:52:10 || Estimated Time: 22:58:56
2023-08-01 10:35:33,950 semantic_segmentation INFO: Iters: 125360/150000 || Lr: 0.003936 || Task Loss: 0.2171 || KD Loss: 0.0596|| 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: 4 days, 20:52:40 || Estimated Time: 22:58:21
2023-08-01 10:36:04,606 semantic_segmentation INFO: Iters: 125370/150000 || Lr: 0.003934 || Task Loss: 0.1576 || KD Loss: 0.0403|| 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: 4 days, 20:53:11 || Estimated Time: 22:57:47
2023-08-01 10:36:35,254 semantic_segmentation INFO: Iters: 125380/150000 || Lr: 0.003933 || Task Loss: 0.1244 || KD Loss: 0.0270|| 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: 4 days, 20:53:42 || Estimated Time: 22:57:13
2023-08-01 10:37:05,892 semantic_segmentation INFO: Iters: 125390/150000 || Lr: 0.003932 || Task Loss: 0.1618 || KD Loss: 0.0440|| 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: 4 days, 20:54:12 || Estimated Time: 22:56:39
2023-08-01 10:37:36,563 semantic_segmentation INFO: Iters: 125400/150000 || Lr: 0.003930 || Task Loss: 0.1577 || KD Loss: 0.0336|| 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: 4 days, 20:54:43 || Estimated Time: 22:56:05
2023-08-01 10:38:07,247 semantic_segmentation INFO: Iters: 125410/150000 || Lr: 0.003929 || Task Loss: 0.1521 || KD Loss: 0.0336|| 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: 4 days, 20:55:14 || Estimated Time: 22:55:31
2023-08-01 10:38:37,909 semantic_segmentation INFO: Iters: 125420/150000 || Lr: 0.003927 || Task Loss: 0.1302 || KD Loss: 0.0248|| 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: 4 days, 20:55:44 || Estimated Time: 22:54:57
2023-08-01 10:39:08,500 semantic_segmentation INFO: Iters: 125430/150000 || Lr: 0.003926 || Task Loss: 0.1654 || KD Loss: 0.0285|| 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: 4 days, 20:56:15 || Estimated Time: 22:54:23
2023-08-01 10:39:39,165 semantic_segmentation INFO: Iters: 125440/150000 || Lr: 0.003924 || Task Loss: 0.1680 || KD Loss: 0.0356|| 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: 4 days, 20:56:46 || Estimated Time: 22:53:48
2023-08-01 10:40:09,797 semantic_segmentation INFO: Iters: 125450/150000 || Lr: 0.003923 || Task Loss: 0.2058 || KD Loss: 0.0436|| 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: 4 days, 20:57:16 || Estimated Time: 22:53:14
2023-08-01 10:40:40,458 semantic_segmentation INFO: Iters: 125460/150000 || Lr: 0.003921 || Task Loss: 0.1361 || KD Loss: 0.0412|| 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: 4 days, 20:57:47 || Estimated Time: 22:52:40
2023-08-01 10:41:11,057 semantic_segmentation INFO: Iters: 125470/150000 || Lr: 0.003920 || Task Loss: 0.1660 || KD Loss: 0.0340|| 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: 4 days, 20:58:17 || Estimated Time: 22:52:06
2023-08-01 10:41:41,676 semantic_segmentation INFO: Iters: 125480/150000 || Lr: 0.003919 || Task Loss: 0.2766 || KD Loss: 0.0760|| 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: 4 days, 20:58:48 || Estimated Time: 22:51:32
2023-08-01 10:42:12,260 semantic_segmentation INFO: Iters: 125490/150000 || Lr: 0.003917 || Task Loss: 0.1764 || KD Loss: 0.0353|| 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: 4 days, 20:59:19 || Estimated Time: 22:50:58
2023-08-01 10:42:42,878 semantic_segmentation INFO: Iters: 125500/150000 || Lr: 0.003916 || Task Loss: 0.1042 || KD Loss: 0.0376|| 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: 4 days, 20:59:49 || Estimated Time: 22:50:24
2023-08-01 10:43:13,457 semantic_segmentation INFO: Iters: 125510/150000 || Lr: 0.003914 || Task Loss: 0.1447 || KD Loss: 0.0353|| 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: 4 days, 21:00:20 || Estimated Time: 22:49:49
2023-08-01 10:43:44,050 semantic_segmentation INFO: Iters: 125520/150000 || Lr: 0.003913 || Task Loss: 0.2116 || KD Loss: 0.0291|| 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: 4 days, 21:00:50 || Estimated Time: 22:49:15
2023-08-01 10:44:14,659 semantic_segmentation INFO: Iters: 125530/150000 || Lr: 0.003911 || Task Loss: 0.1609 || KD Loss: 0.0306|| 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: 4 days, 21:01:21 || Estimated Time: 22:48:41
2023-08-01 10:44:45,200 semantic_segmentation INFO: Iters: 125540/150000 || Lr: 0.003910 || Task Loss: 0.1337 || KD Loss: 0.0234|| 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 days, 21:01:52 || Estimated Time: 22:48:07
2023-08-01 10:45:15,801 semantic_segmentation INFO: Iters: 125550/150000 || Lr: 0.003909 || Task Loss: 0.1275 || KD Loss: 0.0297|| 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: 4 days, 21:02:22 || Estimated Time: 22:47:33
2023-08-01 10:45:46,408 semantic_segmentation INFO: Iters: 125560/150000 || Lr: 0.003907 || Task Loss: 0.1569 || KD Loss: 0.0279|| 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: 4 days, 21:02:53 || Estimated Time: 22:46:59
2023-08-01 10:46:17,040 semantic_segmentation INFO: Iters: 125570/150000 || Lr: 0.003906 || Task Loss: 0.1485 || KD Loss: 0.0239|| 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: 4 days, 21:03:23 || Estimated Time: 22:46:25
2023-08-01 10:46:47,606 semantic_segmentation INFO: Iters: 125580/150000 || Lr: 0.003904 || Task Loss: 0.2260 || KD Loss: 0.0460|| 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: 4 days, 21:03:54 || Estimated Time: 22:45:50
2023-08-01 10:47:18,182 semantic_segmentation INFO: Iters: 125590/150000 || Lr: 0.003903 || Task Loss: 0.1846 || KD Loss: 0.0377|| 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: 4 days, 21:04:25 || Estimated Time: 22:45:16
2023-08-01 10:47:48,751 semantic_segmentation INFO: Iters: 125600/150000 || Lr: 0.003901 || Task Loss: 0.1608 || KD Loss: 0.0318|| 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: 4 days, 21:04:55 || Estimated Time: 22:44:42
2023-08-01 10:47:48,819 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-01 10:47:49,722 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.971, mIoU: 0.411
2023-08-01 10:47:49,827 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.520
2023-08-01 10:47:49,932 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.526
2023-08-01 10:47:50,035 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.549
2023-08-01 10:47:50,137 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.559
2023-08-01 10:47:50,241 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.563
2023-08-01 10:47:50,344 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.585
2023-08-01 10:47:50,446 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.627
2023-08-01 10:47:50,549 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.672
2023-08-01 10:47:50,651 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.724
2023-08-01 10:47:50,754 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.970, mIoU: 0.728
2023-08-01 10:47:50,859 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.762
2023-08-01 10:47:50,962 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.763
2023-08-01 10:47:51,064 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.965, mIoU: 0.750
2023-08-01 10:47:51,167 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.743
2023-08-01 10:47:51,269 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.731
2023-08-01 10:47:51,373 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.733
2023-08-01 10:47:51,475 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.733
2023-08-01 10:47:51,578 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.741
2023-08-01 10:47:51,681 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.959, mIoU: 0.748
2023-08-01 10:47:51,785 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.747
2023-08-01 10:47:51,888 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-01 10:47:51,992 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-01 10:47:52,095 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-01 10:47:52,197 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.951, mIoU: 0.759
2023-08-01 10:47:52,299 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-01 10:47:52,404 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.746
2023-08-01 10:47:52,507 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-01 10:47:52,608 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.745
2023-08-01 10:47:52,716 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.753
2023-08-01 10:47:52,818 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.753
2023-08-01 10:47:52,920 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-01 10:47:53,023 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-01 10:47:53,127 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.950, mIoU: 0.750
2023-08-01 10:47:53,232 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-01 10:47:53,338 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-01 10:47:53,440 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-01 10:47:53,543 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-01 10:47:53,645 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-01 10:47:53,754 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.949, mIoU: 0.738
2023-08-01 10:47:53,859 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.950, mIoU: 0.739
2023-08-01 10:47:53,962 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.950, mIoU: 0.739
2023-08-01 10:47:54,065 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-01 10:47:54,168 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-01 10:47:54,270 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-01 10:47:54,374 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-01 10:47:54,477 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-01 10:47:54,580 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-01 10:47:54,682 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 10:47:54,790 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-01 10:47:54,895 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-01 10:47:55,000 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-01 10:47:55,102 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.952, mIoU: 0.751
2023-08-01 10:47:55,206 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 10:47:55,308 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-01 10:47:55,412 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-01 10:47:55,513 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-01 10:47:55,615 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.951, mIoU: 0.757
2023-08-01 10:47:55,718 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.951, mIoU: 0.758
2023-08-01 10:47:55,829 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.951, mIoU: 0.756
2023-08-01 10:47:55,933 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.950, mIoU: 0.759
2023-08-01 10:47:56,037 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-01 10:47:56,139 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.950, mIoU: 0.759
2023-08-01 10:47:56,242 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-01 10:47:56,345 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-01 10:47:56,447 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.950, mIoU: 0.762
2023-08-01 10:47:56,549 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.949, mIoU: 0.761
2023-08-01 10:47:56,653 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.762
2023-08-01 10:47:56,755 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.760
2023-08-01 10:47:56,862 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.948, mIoU: 0.760
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2023-08-01 10:48:38,027 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:38,132 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:38,237 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:38,341 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:38,451 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:38,557 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:38,663 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:38,766 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:38,871 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:38,976 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:39,078 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:39,184 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:39,287 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:39,391 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:39,497 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:39,599 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:39,704 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:39,810 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:39,916 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:40,020 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:40,123 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:40,225 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:40,328 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:40,433 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:40,536 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:40,639 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.955, mIoU: 0.756
2023-08-01 10:48:40,743 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 10:48:40,845 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 10:48:40,949 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 10:48:41,051 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 10:48:41,155 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 10:48:41,258 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 10:48:41,362 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 10:48:41,468 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 10:48:41,571 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 10:48:41,675 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.955, mIoU: 0.757
2023-08-01 10:49:12,608 semantic_segmentation INFO: Iters: 125610/150000 || Lr: 0.003900 || Task Loss: 0.1665 || KD Loss: 0.0421|| 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: 4 days, 21:06:19 || Estimated Time: 22:44:18
2023-08-01 10:49:43,183 semantic_segmentation INFO: Iters: 125620/150000 || Lr: 0.003898 || Task Loss: 0.1659 || KD Loss: 0.0321|| 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: 4 days, 21:06:50 || Estimated Time: 22:43:44
2023-08-01 10:50:13,819 semantic_segmentation INFO: Iters: 125630/150000 || Lr: 0.003897 || Task Loss: 0.2197 || KD Loss: 0.0539|| 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: 4 days, 21:07:20 || Estimated Time: 22:43:10
2023-08-01 10:50:44,380 semantic_segmentation INFO: Iters: 125640/150000 || Lr: 0.003896 || Task Loss: 0.1610 || KD Loss: 0.0336|| 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: 4 days, 21:07:51 || Estimated Time: 22:42:36
2023-08-01 10:51:14,931 semantic_segmentation INFO: Iters: 125650/150000 || Lr: 0.003894 || Task Loss: 0.2042 || KD Loss: 0.0468|| 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: 4 days, 21:08:21 || Estimated Time: 22:42:02
2023-08-01 10:51:45,517 semantic_segmentation INFO: Iters: 125660/150000 || Lr: 0.003893 || Task Loss: 0.1340 || KD Loss: 0.0422|| 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: 4 days, 21:08:52 || Estimated Time: 22:41:28
2023-08-01 10:52:16,114 semantic_segmentation INFO: Iters: 125670/150000 || Lr: 0.003891 || Task Loss: 0.1682 || KD Loss: 0.0410|| 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: 4 days, 21:09:22 || Estimated Time: 22:40:54
2023-08-01 10:52:46,717 semantic_segmentation INFO: Iters: 125680/150000 || Lr: 0.003890 || Task Loss: 0.2412 || KD Loss: 0.0440|| 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: 4 days, 21:09:53 || Estimated Time: 22:40:19
2023-08-01 10:53:17,287 semantic_segmentation INFO: Iters: 125690/150000 || Lr: 0.003888 || Task Loss: 0.1185 || KD Loss: 0.0204|| 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: 4 days, 21:10:24 || Estimated Time: 22:39:45
2023-08-01 10:53:47,871 semantic_segmentation INFO: Iters: 125700/150000 || Lr: 0.003887 || Task Loss: 0.1499 || KD Loss: 0.0261|| 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: 4 days, 21:10:54 || Estimated Time: 22:39:11
2023-08-01 10:54:18,412 semantic_segmentation INFO: Iters: 125710/150000 || Lr: 0.003886 || Task Loss: 0.1936 || KD Loss: 0.0342|| 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: 4 days, 21:11:25 || Estimated Time: 22:38:37
2023-08-01 10:54:48,942 semantic_segmentation INFO: Iters: 125720/150000 || Lr: 0.003884 || Task Loss: 0.2002 || KD Loss: 0.0456|| 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: 4 days, 21:11:55 || Estimated Time: 22:38:03
2023-08-01 10:55:19,473 semantic_segmentation INFO: Iters: 125730/150000 || Lr: 0.003883 || Task Loss: 0.1715 || KD Loss: 0.0335|| 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: 4 days, 21:12:26 || Estimated Time: 22:37:29
2023-08-01 10:55:50,025 semantic_segmentation INFO: Iters: 125740/150000 || Lr: 0.003881 || Task Loss: 0.1448 || KD Loss: 0.0409|| 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: 4 days, 21:12:56 || Estimated Time: 22:36:55
2023-08-01 10:56:20,601 semantic_segmentation INFO: Iters: 125750/150000 || Lr: 0.003880 || Task Loss: 0.1869 || KD Loss: 0.0284|| 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: 4 days, 21:13:27 || Estimated Time: 22:36:20
2023-08-01 10:56:51,149 semantic_segmentation INFO: Iters: 125760/150000 || Lr: 0.003878 || Task Loss: 0.1422 || KD Loss: 0.0399|| 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: 4 days, 21:13:58 || Estimated Time: 22:35:46
2023-08-01 10:57:21,711 semantic_segmentation INFO: Iters: 125770/150000 || Lr: 0.003877 || Task Loss: 0.2259 || KD Loss: 0.0534|| 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: 4 days, 21:14:28 || Estimated Time: 22:35:12
2023-08-01 10:57:52,266 semantic_segmentation INFO: Iters: 125780/150000 || Lr: 0.003875 || Task Loss: 0.2098 || KD Loss: 0.0426|| 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: 4 days, 21:14:59 || Estimated Time: 22:34:38
2023-08-01 10:58:22,807 semantic_segmentation INFO: Iters: 125790/150000 || Lr: 0.003874 || Task Loss: 0.1292 || KD Loss: 0.0258|| 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: 4 days, 21:15:29 || Estimated Time: 22:34:04
2023-08-01 10:58:53,375 semantic_segmentation INFO: Iters: 125800/150000 || Lr: 0.003873 || Task Loss: 0.5292 || KD Loss: 0.0420|| 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: 4 days, 21:16:00 || Estimated Time: 22:33:30
2023-08-01 10:59:23,949 semantic_segmentation INFO: Iters: 125810/150000 || Lr: 0.003871 || Task Loss: 0.1434 || KD Loss: 0.0331|| 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: 4 days, 21:16:30 || Estimated Time: 22:32:56
2023-08-01 10:59:54,503 semantic_segmentation INFO: Iters: 125820/150000 || Lr: 0.003870 || Task Loss: 0.1352 || KD Loss: 0.0332|| 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: 4 days, 21:17:01 || Estimated Time: 22:32:21
2023-08-01 11:00:25,064 semantic_segmentation INFO: Iters: 125830/150000 || Lr: 0.003868 || Task Loss: 0.1553 || KD Loss: 0.0300|| 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: 4 days, 21:17:31 || Estimated Time: 22:31:47
2023-08-01 11:00:55,603 semantic_segmentation INFO: Iters: 125840/150000 || Lr: 0.003867 || Task Loss: 0.1748 || KD Loss: 0.0563|| 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: 4 days, 21:18:02 || Estimated Time: 22:31:13
2023-08-01 11:01:26,136 semantic_segmentation INFO: Iters: 125850/150000 || Lr: 0.003865 || Task Loss: 0.2101 || KD Loss: 0.0444|| 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: 4 days, 21:18:32 || Estimated Time: 22:30:39
2023-08-01 11:01:56,671 semantic_segmentation INFO: Iters: 125860/150000 || Lr: 0.003864 || Task Loss: 0.1421 || KD Loss: 0.0454|| 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: 4 days, 21:19:03 || Estimated Time: 22:30:05
2023-08-01 11:02:27,176 semantic_segmentation INFO: Iters: 125870/150000 || Lr: 0.003862 || Task Loss: 0.1705 || KD Loss: 0.0501|| 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: 4 days, 21:19:34 || Estimated Time: 22:29:31
2023-08-01 11:02:57,750 semantic_segmentation INFO: Iters: 125880/150000 || Lr: 0.003861 || Task Loss: 0.1243 || KD Loss: 0.0323|| 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: 4 days, 21:20:04 || Estimated Time: 22:28:57
2023-08-01 11:03:28,311 semantic_segmentation INFO: Iters: 125890/150000 || Lr: 0.003860 || Task Loss: 0.1373 || KD Loss: 0.0270|| 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: 4 days, 21:20:35 || Estimated Time: 22:28:23
2023-08-01 11:03:58,848 semantic_segmentation INFO: Iters: 125900/150000 || Lr: 0.003858 || Task Loss: 0.2150 || KD Loss: 0.0375|| 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: 4 days, 21:21:05 || Estimated Time: 22:27:48
2023-08-01 11:04:29,481 semantic_segmentation INFO: Iters: 125910/150000 || Lr: 0.003857 || Task Loss: 0.1922 || KD Loss: 0.0381|| 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: 4 days, 21:21:36 || Estimated Time: 22:27:14
2023-08-01 11:05:00,059 semantic_segmentation INFO: Iters: 125920/150000 || Lr: 0.003855 || Task Loss: 0.1142 || KD Loss: 0.0384|| 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: 4 days, 21:22:06 || Estimated Time: 22:26:40
2023-08-01 11:05:30,651 semantic_segmentation INFO: Iters: 125930/150000 || Lr: 0.003854 || Task Loss: 0.1782 || KD Loss: 0.0387|| 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: 4 days, 21:22:37 || Estimated Time: 22:26:06
2023-08-01 11:06:01,229 semantic_segmentation INFO: Iters: 125940/150000 || Lr: 0.003852 || Task Loss: 0.1790 || KD Loss: 0.0370|| 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: 4 days, 21:23:08 || Estimated Time: 22:25:32
2023-08-01 11:06:31,780 semantic_segmentation INFO: Iters: 125950/150000 || Lr: 0.003851 || Task Loss: 0.1342 || KD Loss: 0.0389|| 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: 4 days, 21:23:38 || Estimated Time: 22:24:58
2023-08-01 11:07:02,361 semantic_segmentation INFO: Iters: 125960/150000 || Lr: 0.003850 || Task Loss: 0.1637 || KD Loss: 0.0326|| 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: 4 days, 21:24:09 || Estimated Time: 22:24:24
2023-08-01 11:07:32,936 semantic_segmentation INFO: Iters: 125970/150000 || Lr: 0.003848 || Task Loss: 0.1057 || KD Loss: 0.0278|| 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: 4 days, 21:24:39 || Estimated Time: 22:23:50
2023-08-01 11:08:03,511 semantic_segmentation INFO: Iters: 125980/150000 || Lr: 0.003847 || Task Loss: 0.1110 || KD Loss: 0.0292|| 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: 4 days, 21:25:10 || Estimated Time: 22:23:15
2023-08-01 11:08:34,031 semantic_segmentation INFO: Iters: 125990/150000 || Lr: 0.003845 || Task Loss: 0.1426 || KD Loss: 0.0337|| 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: 4 days, 21:25:40 || Estimated Time: 22:22:41
2023-08-01 11:09:04,578 semantic_segmentation INFO: Iters: 126000/150000 || Lr: 0.003844 || Task Loss: 0.2686 || KD Loss: 0.0780|| 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: 4 days, 21:26:11 || Estimated Time: 22:22:07
2023-08-01 11:09:35,106 semantic_segmentation INFO: Iters: 126010/150000 || Lr: 0.003842 || Task Loss: 0.1724 || KD Loss: 0.0356|| 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: 4 days, 21:26:41 || Estimated Time: 22:21:33
2023-08-01 11:10:05,639 semantic_segmentation INFO: Iters: 126020/150000 || Lr: 0.003841 || Task Loss: 0.1231 || KD Loss: 0.0397|| 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: 4 days, 21:27:12 || Estimated Time: 22:20:59
2023-08-01 11:10:36,163 semantic_segmentation INFO: Iters: 126030/150000 || Lr: 0.003839 || Task Loss: 0.1932 || KD Loss: 0.0376|| 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: 4 days, 21:27:43 || Estimated Time: 22:20:25
2023-08-01 11:11:06,708 semantic_segmentation INFO: Iters: 126040/150000 || Lr: 0.003838 || Task Loss: 0.1828 || KD Loss: 0.0505|| 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: 4 days, 21:28:13 || Estimated Time: 22:19:51
2023-08-01 11:11:37,277 semantic_segmentation INFO: Iters: 126050/150000 || Lr: 0.003837 || Task Loss: 0.1428 || KD Loss: 0.0481|| 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: 4 days, 21:28:44 || Estimated Time: 22:19:17
2023-08-01 11:12:07,836 semantic_segmentation INFO: Iters: 126060/150000 || Lr: 0.003835 || Task Loss: 0.1319 || KD Loss: 0.0262|| 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: 4 days, 21:29:14 || Estimated Time: 22:18:42
2023-08-01 11:12:38,335 semantic_segmentation INFO: Iters: 126070/150000 || Lr: 0.003834 || Task Loss: 0.2619 || KD Loss: 0.0445|| 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: 4 days, 21:29:45 || Estimated Time: 22:18:08
2023-08-01 11:13:08,873 semantic_segmentation INFO: Iters: 126080/150000 || Lr: 0.003832 || Task Loss: 0.1813 || KD Loss: 0.0333|| 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: 4 days, 21:30:15 || Estimated Time: 22:17:34
2023-08-01 11:13:39,391 semantic_segmentation INFO: Iters: 126090/150000 || Lr: 0.003831 || Task Loss: 0.2475 || KD Loss: 0.0823|| 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: 4 days, 21:30:46 || Estimated Time: 22:17:00
2023-08-01 11:14:09,918 semantic_segmentation INFO: Iters: 126100/150000 || Lr: 0.003829 || Task Loss: 0.1251 || KD Loss: 0.0305|| 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: 4 days, 21:31:16 || Estimated Time: 22:16:26
2023-08-01 11:14:40,435 semantic_segmentation INFO: Iters: 126110/150000 || Lr: 0.003828 || Task Loss: 0.1795 || KD Loss: 0.0370|| 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: 4 days, 21:31:47 || Estimated Time: 22:15:52
2023-08-01 11:15:10,947 semantic_segmentation INFO: Iters: 126120/150000 || Lr: 0.003826 || Task Loss: 0.1452 || KD Loss: 0.0286|| 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: 4 days, 21:32:17 || Estimated Time: 22:15:18
2023-08-01 11:15:41,451 semantic_segmentation INFO: Iters: 126130/150000 || Lr: 0.003825 || Task Loss: 0.1574 || KD Loss: 0.0287|| 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: 4 days, 21:32:48 || Estimated Time: 22:14:44
2023-08-01 11:16:11,998 semantic_segmentation INFO: Iters: 126140/150000 || Lr: 0.003824 || Task Loss: 0.2177 || KD Loss: 0.0458|| 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: 4 days, 21:33:18 || Estimated Time: 22:14:09
2023-08-01 11:16:42,524 semantic_segmentation INFO: Iters: 126150/150000 || Lr: 0.003822 || Task Loss: 0.1414 || KD Loss: 0.0367|| 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: 4 days, 21:33:49 || Estimated Time: 22:13:35
2023-08-01 11:17:13,052 semantic_segmentation INFO: Iters: 126160/150000 || Lr: 0.003821 || Task Loss: 0.1891 || KD Loss: 0.0428|| 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: 4 days, 21:34:19 || Estimated Time: 22:13:01
2023-08-01 11:17:43,580 semantic_segmentation INFO: Iters: 126170/150000 || Lr: 0.003819 || Task Loss: 0.1922 || KD Loss: 0.0342|| 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: 4 days, 21:34:50 || Estimated Time: 22:12:27
2023-08-01 11:18:14,119 semantic_segmentation INFO: Iters: 126180/150000 || Lr: 0.003818 || Task Loss: 0.1319 || KD Loss: 0.0324|| 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: 4 days, 21:35:20 || Estimated Time: 22:11:53
2023-08-01 11:18:44,699 semantic_segmentation INFO: Iters: 126190/150000 || Lr: 0.003816 || Task Loss: 0.1185 || KD Loss: 0.0242|| 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: 4 days, 21:35:51 || Estimated Time: 22:11:19
2023-08-01 11:19:15,286 semantic_segmentation INFO: Iters: 126200/150000 || Lr: 0.003815 || Task Loss: 0.1329 || KD Loss: 0.0241|| 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: 4 days, 21:36:22 || Estimated Time: 22:10:45
2023-08-01 11:19:45,841 semantic_segmentation INFO: Iters: 126210/150000 || Lr: 0.003813 || Task Loss: 0.1542 || KD Loss: 0.0367|| 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: 4 days, 21:36:52 || Estimated Time: 22:10:11
2023-08-01 11:20:16,313 semantic_segmentation INFO: Iters: 126220/150000 || Lr: 0.003812 || Task Loss: 0.1744 || KD Loss: 0.0418|| 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: 4 days, 21:37:23 || Estimated Time: 22:09:36
2023-08-01 11:20:46,822 semantic_segmentation INFO: Iters: 126230/150000 || Lr: 0.003811 || Task Loss: 0.1865 || KD Loss: 0.0344|| 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: 4 days, 21:37:53 || Estimated Time: 22:09:02
2023-08-01 11:21:17,310 semantic_segmentation INFO: Iters: 126240/150000 || Lr: 0.003809 || Task Loss: 0.1362 || KD Loss: 0.0279|| 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: 4 days, 21:38:24 || Estimated Time: 22:08:28
2023-08-01 11:21:47,811 semantic_segmentation INFO: Iters: 126250/150000 || Lr: 0.003808 || Task Loss: 0.1590 || KD Loss: 0.0330|| 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: 4 days, 21:38:54 || Estimated Time: 22:07:54
2023-08-01 11:22:18,308 semantic_segmentation INFO: Iters: 126260/150000 || Lr: 0.003806 || Task Loss: 0.2122 || KD Loss: 0.0299|| 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: 4 days, 21:39:25 || Estimated Time: 22:07:20
2023-08-01 11:22:48,766 semantic_segmentation INFO: Iters: 126270/150000 || Lr: 0.003805 || Task Loss: 0.2068 || KD Loss: 0.0447|| 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: 4 days, 21:39:55 || Estimated Time: 22:06:46
2023-08-01 11:23:19,244 semantic_segmentation INFO: Iters: 126280/150000 || Lr: 0.003803 || Task Loss: 0.1902 || KD Loss: 0.0352|| 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: 4 days, 21:40:26 || Estimated Time: 22:06:12
2023-08-01 11:23:49,757 semantic_segmentation INFO: Iters: 126290/150000 || Lr: 0.003802 || Task Loss: 0.1657 || KD Loss: 0.0289|| 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: 4 days, 21:40:56 || Estimated Time: 22:05:38
2023-08-01 11:24:20,261 semantic_segmentation INFO: Iters: 126300/150000 || Lr: 0.003800 || Task Loss: 0.2443 || KD Loss: 0.0422|| 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: 4 days, 21:41:27 || Estimated Time: 22:05:04
2023-08-01 11:24:50,765 semantic_segmentation INFO: Iters: 126310/150000 || Lr: 0.003799 || Task Loss: 0.1334 || KD Loss: 0.0311|| 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: 4 days, 21:41:57 || Estimated Time: 22:04:29
2023-08-01 11:25:21,283 semantic_segmentation INFO: Iters: 126320/150000 || Lr: 0.003798 || Task Loss: 0.1833 || KD Loss: 0.0546|| 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: 4 days, 21:42:28 || Estimated Time: 22:03:55
2023-08-01 11:25:51,794 semantic_segmentation INFO: Iters: 126330/150000 || Lr: 0.003796 || Task Loss: 0.1821 || KD Loss: 0.0296|| 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: 4 days, 21:42:58 || Estimated Time: 22:03:21
2023-08-01 11:26:22,294 semantic_segmentation INFO: Iters: 126340/150000 || Lr: 0.003795 || Task Loss: 0.1548 || KD Loss: 0.0314|| 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: 4 days, 21:43:29 || Estimated Time: 22:02:47
2023-08-01 11:26:52,795 semantic_segmentation INFO: Iters: 126350/150000 || Lr: 0.003793 || Task Loss: 0.1814 || KD Loss: 0.0337|| 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: 4 days, 21:43:59 || Estimated Time: 22:02:13
2023-08-01 11:27:23,288 semantic_segmentation INFO: Iters: 126360/150000 || Lr: 0.003792 || Task Loss: 0.2656 || KD Loss: 0.0470|| 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: 4 days, 21:44:30 || Estimated Time: 22:01:39
2023-08-01 11:27:53,733 semantic_segmentation INFO: Iters: 126370/150000 || Lr: 0.003790 || Task Loss: 0.1694 || KD Loss: 0.0321|| 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: 4 days, 21:45:00 || Estimated Time: 22:01:05
2023-08-01 11:28:24,212 semantic_segmentation INFO: Iters: 126380/150000 || Lr: 0.003789 || Task Loss: 0.0980 || KD Loss: 0.0153|| 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: 4 days, 21:45:31 || Estimated Time: 22:00:31
2023-08-01 11:28:54,698 semantic_segmentation INFO: Iters: 126390/150000 || Lr: 0.003787 || Task Loss: 0.1722 || KD Loss: 0.0454|| 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: 4 days, 21:46:01 || Estimated Time: 21:59:56
2023-08-01 11:29:25,205 semantic_segmentation INFO: Iters: 126400/150000 || Lr: 0.003786 || Task Loss: 0.1203 || KD Loss: 0.0399|| 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: 4 days, 21:46:32 || Estimated Time: 21:59:22
2023-08-01 11:29:25,276 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-01 11:29:26,141 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.973, mIoU: 0.411
2023-08-01 11:29:26,256 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.518
2023-08-01 11:29:26,361 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.522
2023-08-01 11:29:26,466 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.545
2023-08-01 11:29:26,569 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.975, mIoU: 0.543
2023-08-01 11:29:26,672 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.547
2023-08-01 11:29:26,777 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.973, mIoU: 0.590
2023-08-01 11:29:26,879 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.636
2023-08-01 11:29:26,982 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.972, mIoU: 0.680
2023-08-01 11:29:27,084 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.968, mIoU: 0.729
2023-08-01 11:29:27,188 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.968, mIoU: 0.736
2023-08-01 11:29:27,292 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.966, mIoU: 0.771
2023-08-01 11:29:27,397 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.965, mIoU: 0.769
2023-08-01 11:29:27,499 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.962, mIoU: 0.751
2023-08-01 11:29:27,604 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.960, mIoU: 0.745
2023-08-01 11:29:27,707 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.958, mIoU: 0.734
2023-08-01 11:29:27,812 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.957, mIoU: 0.735
2023-08-01 11:29:27,917 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.957, mIoU: 0.736
2023-08-01 11:29:28,020 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.956, mIoU: 0.743
2023-08-01 11:29:28,123 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-01 11:29:28,228 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.955, mIoU: 0.749
2023-08-01 11:29:28,334 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-01 11:29:28,439 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-01 11:29:28,542 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.951, mIoU: 0.758
2023-08-01 11:29:28,644 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.950, mIoU: 0.770
2023-08-01 11:29:28,746 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.950, mIoU: 0.771
2023-08-01 11:29:28,849 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.949, mIoU: 0.758
2023-08-01 11:29:28,952 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.948, mIoU: 0.752
2023-08-01 11:29:29,054 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.948, mIoU: 0.754
2023-08-01 11:29:29,158 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.949, mIoU: 0.758
2023-08-01 11:29:29,265 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.949, mIoU: 0.757
2023-08-01 11:29:29,367 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.948, mIoU: 0.754
2023-08-01 11:29:29,470 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-01 11:29:29,572 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.949, mIoU: 0.754
2023-08-01 11:29:29,674 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-01 11:29:29,777 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.949, mIoU: 0.755
2023-08-01 11:29:29,879 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.949, mIoU: 0.751
2023-08-01 11:29:29,981 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.948, mIoU: 0.750
2023-08-01 11:29:30,084 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.948, mIoU: 0.742
2023-08-01 11:29:30,188 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.948, mIoU: 0.743
2023-08-01 11:29:30,296 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.949, mIoU: 0.744
2023-08-01 11:29:30,399 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.949, mIoU: 0.744
2023-08-01 11:29:30,503 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.950, mIoU: 0.744
2023-08-01 11:29:30,607 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-01 11:29:30,710 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.950, mIoU: 0.745
2023-08-01 11:29:30,814 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.951, mIoU: 0.745
2023-08-01 11:29:30,916 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.951, mIoU: 0.745
2023-08-01 11:29:31,020 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.951, mIoU: 0.744
2023-08-01 11:29:31,122 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.952, mIoU: 0.746
2023-08-01 11:29:31,225 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-01 11:29:31,331 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.951, mIoU: 0.749
2023-08-01 11:29:31,434 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 11:29:31,537 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-01 11:29:31,639 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.951, mIoU: 0.756
2023-08-01 11:29:31,742 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.950, mIoU: 0.755
2023-08-01 11:29:31,846 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.950, mIoU: 0.754
2023-08-01 11:29:31,950 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.950, mIoU: 0.754
2023-08-01 11:29:32,053 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.951, mIoU: 0.760
2023-08-01 11:29:32,156 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-01 11:29:32,259 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.950, mIoU: 0.760
2023-08-01 11:29:32,363 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-01 11:29:32,467 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.950, mIoU: 0.765
2023-08-01 11:29:32,571 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.950, mIoU: 0.764
2023-08-01 11:29:32,673 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.949, mIoU: 0.764
2023-08-01 11:29:32,776 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.950, mIoU: 0.766
2023-08-01 11:29:32,879 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.949, mIoU: 0.766
2023-08-01 11:29:32,982 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.948, mIoU: 0.765
2023-08-01 11:29:33,085 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.948, mIoU: 0.766
2023-08-01 11:29:33,189 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.948, mIoU: 0.765
2023-08-01 11:29:33,296 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.948, mIoU: 0.764
2023-08-01 11:29:33,401 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.949, mIoU: 0.765
2023-08-01 11:29:33,506 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.949, mIoU: 0.764
2023-08-01 11:29:33,608 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-01 11:29:33,712 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-01 11:29:33,815 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-01 11:29:33,917 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-01 11:29:34,021 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-01 11:29:34,122 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-01 11:29:34,224 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.949, mIoU: 0.762
2023-08-01 11:29:34,331 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-01 11:29:34,433 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.949, mIoU: 0.764
2023-08-01 11:29:34,535 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.949, mIoU: 0.764
2023-08-01 11:29:34,638 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.949, mIoU: 0.764
2023-08-01 11:29:34,742 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.948, mIoU: 0.762
2023-08-01 11:29:34,844 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.946, mIoU: 0.757
2023-08-01 11:29:34,947 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.946, mIoU: 0.757
2023-08-01 11:29:35,050 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.946, mIoU: 0.757
2023-08-01 11:29:35,153 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.946, mIoU: 0.757
2023-08-01 11:29:35,255 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.946, mIoU: 0.757
2023-08-01 11:29:35,361 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.946, mIoU: 0.757
2023-08-01 11:29:35,465 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.946, mIoU: 0.757
2023-08-01 11:29:35,568 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.947, mIoU: 0.768
2023-08-01 11:29:35,671 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.947, mIoU: 0.768
2023-08-01 11:29:35,774 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.947, mIoU: 0.768
2023-08-01 11:29:35,877 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.947, mIoU: 0.768
2023-08-01 11:29:35,979 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.947, mIoU: 0.768
2023-08-01 11:29:36,082 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.947, mIoU: 0.769
2023-08-01 11:29:36,184 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.947, mIoU: 0.769
2023-08-01 11:29:36,288 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.947, mIoU: 0.767
2023-08-01 11:29:36,394 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.946, mIoU: 0.767
2023-08-01 11:29:36,497 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.945, mIoU: 0.767
2023-08-01 11:29:36,601 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.944, mIoU: 0.764
2023-08-01 11:29:36,705 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.944, mIoU: 0.764
2023-08-01 11:29:36,808 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.944, mIoU: 0.764
2023-08-01 11:29:36,911 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.945, mIoU: 0.764
2023-08-01 11:29:37,015 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.945, mIoU: 0.764
2023-08-01 11:29:37,118 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.945, mIoU: 0.764
2023-08-01 11:29:37,223 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.945, mIoU: 0.765
2023-08-01 11:29:37,329 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.945, mIoU: 0.765
2023-08-01 11:29:37,434 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.945, mIoU: 0.765
2023-08-01 11:29:37,538 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.945, mIoU: 0.765
2023-08-01 11:29:37,642 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.945, mIoU: 0.765
2023-08-01 11:29:37,745 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.945, mIoU: 0.764
2023-08-01 11:29:37,849 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.945, mIoU: 0.764
2023-08-01 11:29:37,952 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.945, mIoU: 0.764
2023-08-01 11:29:38,057 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.945, mIoU: 0.763
2023-08-01 11:29:38,160 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.945, mIoU: 0.764
2023-08-01 11:29:38,265 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.945, mIoU: 0.763
2023-08-01 11:29:38,371 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.945, mIoU: 0.762
2023-08-01 11:29:38,473 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.945, mIoU: 0.762
2023-08-01 11:29:38,575 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.945, mIoU: 0.762
2023-08-01 11:29:38,679 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.945, mIoU: 0.761
2023-08-01 11:29:38,781 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.945, mIoU: 0.761
2023-08-01 11:29:38,886 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.945, mIoU: 0.762
2023-08-01 11:29:38,990 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.945, mIoU: 0.762
2023-08-01 11:29:39,094 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.945, mIoU: 0.763
2023-08-01 11:29:39,197 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.945, mIoU: 0.764
2023-08-01 11:29:39,300 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.945, mIoU: 0.764
2023-08-01 11:29:39,407 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.944, mIoU: 0.763
2023-08-01 11:29:39,510 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.945, mIoU: 0.764
2023-08-01 11:29:39,613 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.945, mIoU: 0.764
2023-08-01 11:29:39,715 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.945, mIoU: 0.763
2023-08-01 11:29:39,820 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.945, mIoU: 0.763
2023-08-01 11:29:39,924 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.946, mIoU: 0.763
2023-08-01 11:29:40,027 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.946, mIoU: 0.761
2023-08-01 11:29:40,130 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.946, mIoU: 0.761
2023-08-01 11:29:40,232 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.946, mIoU: 0.761
2023-08-01 11:29:40,336 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.946, mIoU: 0.759
2023-08-01 11:29:40,443 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.945, mIoU: 0.759
2023-08-01 11:29:40,545 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.946, mIoU: 0.760
2023-08-01 11:29:40,646 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.945, mIoU: 0.760
2023-08-01 11:29:40,749 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.945, mIoU: 0.760
2023-08-01 11:29:40,853 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.946, mIoU: 0.760
2023-08-01 11:29:40,955 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.946, mIoU: 0.760
2023-08-01 11:29:41,059 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.946, mIoU: 0.760
2023-08-01 11:29:41,164 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.946, mIoU: 0.760
2023-08-01 11:29:41,267 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.946, mIoU: 0.760
2023-08-01 11:29:41,373 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.946, mIoU: 0.760
2023-08-01 11:29:41,482 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.946, mIoU: 0.760
2023-08-01 11:29:41,585 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.946, mIoU: 0.759
2023-08-01 11:29:41,691 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.946, mIoU: 0.760
2023-08-01 11:29:41,794 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.946, mIoU: 0.760
2023-08-01 11:29:41,897 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.945, mIoU: 0.760
2023-08-01 11:29:42,000 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.946, mIoU: 0.760
2023-08-01 11:29:42,103 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.946, mIoU: 0.761
2023-08-01 11:29:42,206 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.946, mIoU: 0.761
2023-08-01 11:29:42,311 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.946, mIoU: 0.761
2023-08-01 11:29:42,414 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.946, mIoU: 0.761
2023-08-01 11:29:42,518 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.946, mIoU: 0.761
2023-08-01 11:29:42,622 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.946, mIoU: 0.761
2023-08-01 11:29:42,726 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.946, mIoU: 0.760
2023-08-01 11:29:42,830 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.945, mIoU: 0.757
2023-08-01 11:29:42,933 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.945, mIoU: 0.757
2023-08-01 11:29:43,038 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.945, mIoU: 0.757
2023-08-01 11:29:43,140 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.945, mIoU: 0.757
2023-08-01 11:29:43,244 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.945, mIoU: 0.757
2023-08-01 11:29:43,347 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.945, mIoU: 0.757
2023-08-01 11:29:43,452 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.946, mIoU: 0.757
2023-08-01 11:29:43,556 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.946, mIoU: 0.757
2023-08-01 11:29:43,659 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.946, mIoU: 0.757
2023-08-01 11:29:43,762 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.946, mIoU: 0.757
2023-08-01 11:29:43,868 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.946, mIoU: 0.757
2023-08-01 11:29:43,971 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.946, mIoU: 0.757
2023-08-01 11:29:44,074 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.946, mIoU: 0.757
2023-08-01 11:29:44,178 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.946, mIoU: 0.757
2023-08-01 11:29:44,280 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.946, mIoU: 0.756
2023-08-01 11:29:44,383 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.946, mIoU: 0.756
2023-08-01 11:29:44,489 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.946, mIoU: 0.756
2023-08-01 11:29:44,593 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.946, mIoU: 0.756
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2023-08-01 11:30:04,998 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.950, mIoU: 0.752
2023-08-01 11:30:05,104 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.950, mIoU: 0.752
2023-08-01 11:30:05,208 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.950, mIoU: 0.753
2023-08-01 11:30:05,313 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.950, mIoU: 0.753
2023-08-01 11:30:05,418 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.950, mIoU: 0.753
2023-08-01 11:30:05,522 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.950, mIoU: 0.753
2023-08-01 11:30:05,627 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.950, mIoU: 0.753
2023-08-01 11:30:05,729 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.950, mIoU: 0.753
2023-08-01 11:30:05,838 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-01 11:30:05,943 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-01 11:30:06,047 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-01 11:30:06,152 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-01 11:30:06,261 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-01 11:30:06,368 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-01 11:30:06,473 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-01 11:30:06,577 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-01 11:30:06,682 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-01 11:30:06,788 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-01 11:30:06,893 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-01 11:30:06,996 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-01 11:30:07,099 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.951, mIoU: 0.755
2023-08-01 11:30:07,204 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.951, mIoU: 0.755
2023-08-01 11:30:07,308 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.951, mIoU: 0.755
2023-08-01 11:30:07,413 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.951, mIoU: 0.755
2023-08-01 11:30:07,517 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.951, mIoU: 0.755
2023-08-01 11:30:07,620 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.951, mIoU: 0.755
2023-08-01 11:30:07,725 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-01 11:30:07,833 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-01 11:30:07,937 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-01 11:30:08,040 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-01 11:30:08,145 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-01 11:30:08,249 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-01 11:30:08,356 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-01 11:30:08,461 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-01 11:30:08,566 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-01 11:30:08,671 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-01 11:30:08,774 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-01 11:30:08,880 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-01 11:30:08,982 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-01 11:30:09,085 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-01 11:30:09,188 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-01 11:30:09,293 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-01 11:30:09,398 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-01 11:30:09,501 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-01 11:30:09,606 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-01 11:30:09,711 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-01 11:30:09,815 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-01 11:30:09,920 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-01 11:30:10,022 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-01 11:30:10,127 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 11:30:10,230 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 11:30:10,336 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-01 11:30:10,440 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 11:30:10,545 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 11:30:10,648 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 11:30:10,753 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 11:30:10,860 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 11:30:10,965 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 11:30:11,069 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 11:30:11,175 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 11:30:11,278 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-01 11:30:11,383 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-01 11:30:11,487 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-01 11:30:11,591 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-01 11:30:11,696 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-01 11:30:11,800 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-01 11:30:11,910 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-01 11:30:12,015 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-01 11:30:12,119 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-01 11:30:12,222 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 11:30:12,328 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.953, mIoU: 0.757
2023-08-01 11:30:12,432 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 11:30:12,535 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 11:30:12,639 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 11:30:12,743 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 11:30:12,849 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 11:30:12,956 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 11:30:13,059 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 11:30:13,164 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 11:30:13,269 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 11:30:13,375 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 11:30:13,481 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-01 11:30:13,585 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-01 11:30:13,691 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-01 11:30:13,793 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-01 11:30:13,900 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-01 11:30:14,005 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-01 11:30:14,107 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-01 11:30:14,209 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-01 11:30:14,312 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-01 11:30:14,417 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-01 11:30:14,520 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-01 11:30:14,624 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-01 11:30:14,727 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-01 11:30:14,832 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-01 11:30:14,938 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-01 11:30:15,042 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-01 11:30:15,144 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-01 11:30:15,247 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-01 11:30:15,347 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-01 11:30:15,451 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-01 11:30:15,555 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-01 11:30:15,658 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-01 11:30:15,763 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-01 11:30:15,869 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-01 11:30:15,975 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-01 11:30:16,077 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-01 11:30:16,180 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-01 11:30:16,282 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-01 11:30:16,385 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-01 11:30:16,487 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-01 11:30:16,588 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-01 11:30:16,690 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-01 11:30:16,793 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-01 11:30:16,895 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.955, mIoU: 0.759
2023-08-01 11:30:17,001 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-01 11:30:17,104 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-01 11:30:17,207 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-01 11:30:17,309 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-01 11:30:17,413 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-01 11:30:17,518 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-01 11:30:17,621 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-01 11:30:17,724 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-01 11:30:17,828 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-01 11:30:17,930 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.955, mIoU: 0.760
2023-08-01 11:30:48,845 semantic_segmentation INFO: Iters: 126410/150000 || Lr: 0.003785 || Task Loss: 0.1384 || KD Loss: 0.0260|| 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: 4 days, 21:47:55 || Estimated Time: 21:58:58
2023-08-01 11:31:19,322 semantic_segmentation INFO: Iters: 126420/150000 || Lr: 0.003783 || Task Loss: 0.1924 || KD Loss: 0.0434|| 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: 4 days, 21:48:26 || Estimated Time: 21:58:24
2023-08-01 11:31:49,836 semantic_segmentation INFO: Iters: 126430/150000 || Lr: 0.003782 || Task Loss: 0.1249 || KD Loss: 0.0318|| 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: 4 days, 21:48:56 || Estimated Time: 21:57:50
2023-08-01 11:32:20,351 semantic_segmentation INFO: Iters: 126440/150000 || Lr: 0.003780 || Task Loss: 0.1553 || KD Loss: 0.0457|| 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: 4 days, 21:49:27 || Estimated Time: 21:57:16
2023-08-01 11:32:50,876 semantic_segmentation INFO: Iters: 126450/150000 || Lr: 0.003779 || Task Loss: 0.1724 || KD Loss: 0.0336|| 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: 4 days, 21:49:57 || Estimated Time: 21:56:42
2023-08-01 11:33:21,394 semantic_segmentation INFO: Iters: 126460/150000 || Lr: 0.003777 || Task Loss: 0.2132 || KD Loss: 0.0387|| 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: 4 days, 21:50:28 || Estimated Time: 21:56:08
2023-08-01 11:33:51,876 semantic_segmentation INFO: Iters: 126470/150000 || Lr: 0.003776 || Task Loss: 0.1568 || KD Loss: 0.0271|| 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: 4 days, 21:50:58 || Estimated Time: 21:55:33
2023-08-01 11:34:22,390 semantic_segmentation INFO: Iters: 126480/150000 || Lr: 0.003774 || Task Loss: 0.1458 || KD Loss: 0.0304|| 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: 4 days, 21:51:29 || Estimated Time: 21:54:59
2023-08-01 11:34:52,891 semantic_segmentation INFO: Iters: 126490/150000 || Lr: 0.003773 || Task Loss: 0.2435 || KD Loss: 0.0407|| 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: 4 days, 21:51:59 || Estimated Time: 21:54:25
2023-08-01 11:35:23,451 semantic_segmentation INFO: Iters: 126500/150000 || Lr: 0.003772 || Task Loss: 0.1540 || KD Loss: 0.0290|| 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: 4 days, 21:52:30 || Estimated Time: 21:53:51
2023-08-01 11:35:53,967 semantic_segmentation INFO: Iters: 126510/150000 || Lr: 0.003770 || Task Loss: 0.1674 || KD Loss: 0.0323|| 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: 4 days, 21:53:00 || Estimated Time: 21:53:17
2023-08-01 11:36:24,451 semantic_segmentation INFO: Iters: 126520/150000 || Lr: 0.003769 || Task Loss: 0.1510 || KD Loss: 0.0406|| 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: 4 days, 21:53:31 || Estimated Time: 21:52:43
2023-08-01 11:36:54,960 semantic_segmentation INFO: Iters: 126530/150000 || Lr: 0.003767 || Task Loss: 0.1614 || KD Loss: 0.0408|| 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: 4 days, 21:54:01 || Estimated Time: 21:52:09
2023-08-01 11:37:25,433 semantic_segmentation INFO: Iters: 126540/150000 || Lr: 0.003766 || Task Loss: 0.1850 || KD Loss: 0.0300|| 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: 4 days, 21:54:32 || Estimated Time: 21:51:35
2023-08-01 11:37:55,938 semantic_segmentation INFO: Iters: 126550/150000 || Lr: 0.003764 || Task Loss: 0.1982 || KD Loss: 0.0642|| 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: 4 days, 21:55:02 || Estimated Time: 21:51:01
2023-08-01 11:38:26,459 semantic_segmentation INFO: Iters: 126560/150000 || Lr: 0.003763 || Task Loss: 0.1877 || KD Loss: 0.0425|| 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: 4 days, 21:55:33 || Estimated Time: 21:50:27
2023-08-01 11:38:56,922 semantic_segmentation INFO: Iters: 126570/150000 || Lr: 0.003761 || Task Loss: 0.1934 || KD Loss: 0.0455|| 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: 4 days, 21:56:03 || Estimated Time: 21:49:52
2023-08-01 11:39:27,391 semantic_segmentation INFO: Iters: 126580/150000 || Lr: 0.003760 || Task Loss: 0.1831 || KD Loss: 0.0423|| 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: 4 days, 21:56:34 || Estimated Time: 21:49:18
2023-08-01 11:39:57,914 semantic_segmentation INFO: Iters: 126590/150000 || Lr: 0.003759 || Task Loss: 0.1498 || KD Loss: 0.0301|| 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: 4 days, 21:57:04 || Estimated Time: 21:48:44
2023-08-01 11:40:28,397 semantic_segmentation INFO: Iters: 126600/150000 || Lr: 0.003757 || Task Loss: 0.1829 || KD Loss: 0.0338|| 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: 4 days, 21:57:35 || Estimated Time: 21:48:10
2023-08-01 11:40:58,915 semantic_segmentation INFO: Iters: 126610/150000 || Lr: 0.003756 || Task Loss: 0.1718 || KD Loss: 0.0396|| 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: 4 days, 21:58:05 || Estimated Time: 21:47:36
2023-08-01 11:41:29,398 semantic_segmentation INFO: Iters: 126620/150000 || Lr: 0.003754 || Task Loss: 0.1607 || KD Loss: 0.0406|| 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: 4 days, 21:58:36 || Estimated Time: 21:47:02
2023-08-01 11:41:59,861 semantic_segmentation INFO: Iters: 126630/150000 || Lr: 0.003753 || Task Loss: 0.1439 || KD Loss: 0.0290|| 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: 4 days, 21:59:06 || Estimated Time: 21:46:28
2023-08-01 11:42:30,297 semantic_segmentation INFO: Iters: 126640/150000 || Lr: 0.003751 || Task Loss: 0.2790 || KD Loss: 0.0532|| 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: 4 days, 21:59:37 || Estimated Time: 21:45:54
2023-08-01 11:43:00,761 semantic_segmentation INFO: Iters: 126650/150000 || Lr: 0.003750 || Task Loss: 0.2253 || KD Loss: 0.0516|| 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: 4 days, 22:00:07 || Estimated Time: 21:45:20
2023-08-01 11:43:31,223 semantic_segmentation INFO: Iters: 126660/150000 || Lr: 0.003748 || Task Loss: 0.1596 || KD Loss: 0.0331|| 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: 4 days, 22:00:38 || Estimated Time: 21:44:45
2023-08-01 11:44:01,656 semantic_segmentation INFO: Iters: 126670/150000 || Lr: 0.003747 || Task Loss: 0.1342 || KD Loss: 0.0427|| 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: 4 days, 22:01:08 || Estimated Time: 21:44:11
2023-08-01 11:44:32,101 semantic_segmentation INFO: Iters: 126680/150000 || Lr: 0.003746 || Task Loss: 0.1616 || KD Loss: 0.0463|| 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: 4 days, 22:01:38 || Estimated Time: 21:43:37
2023-08-01 11:45:02,557 semantic_segmentation INFO: Iters: 126690/150000 || Lr: 0.003744 || Task Loss: 0.2203 || KD Loss: 0.0383|| 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: 4 days, 22:02:09 || Estimated Time: 21:43:03
2023-08-01 11:45:32,996 semantic_segmentation INFO: Iters: 126700/150000 || Lr: 0.003743 || Task Loss: 0.1296 || KD Loss: 0.0282|| 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: 4 days, 22:02:39 || Estimated Time: 21:42:29
2023-08-01 11:46:03,489 semantic_segmentation INFO: Iters: 126710/150000 || Lr: 0.003741 || Task Loss: 0.2627 || KD Loss: 0.0451|| 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: 4 days, 22:03:10 || Estimated Time: 21:41:55
2023-08-01 11:46:33,933 semantic_segmentation INFO: Iters: 126720/150000 || Lr: 0.003740 || Task Loss: 0.1301 || KD Loss: 0.0291|| 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: 4 days, 22:03:40 || Estimated Time: 21:41:21
2023-08-01 11:47:04,421 semantic_segmentation INFO: Iters: 126730/150000 || Lr: 0.003738 || Task Loss: 0.1395 || KD Loss: 0.0289|| 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: 4 days, 22:04:11 || Estimated Time: 21:40:47
2023-08-01 11:47:34,904 semantic_segmentation INFO: Iters: 126740/150000 || Lr: 0.003737 || Task Loss: 0.1495 || KD Loss: 0.0483|| 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: 4 days, 22:04:41 || Estimated Time: 21:40:13
2023-08-01 11:48:05,424 semantic_segmentation INFO: Iters: 126750/150000 || Lr: 0.003735 || Task Loss: 0.2130 || KD Loss: 0.0395|| 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: 4 days, 22:05:12 || Estimated Time: 21:39:38
2023-08-01 11:48:35,887 semantic_segmentation INFO: Iters: 126760/150000 || Lr: 0.003734 || Task Loss: 0.1083 || KD Loss: 0.0278|| 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: 4 days, 22:05:42 || Estimated Time: 21:39:04
2023-08-01 11:49:06,403 semantic_segmentation INFO: Iters: 126770/150000 || Lr: 0.003733 || Task Loss: 0.1461 || KD Loss: 0.0233|| 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: 4 days, 22:06:13 || Estimated Time: 21:38:30
2023-08-01 11:49:36,924 semantic_segmentation INFO: Iters: 126780/150000 || Lr: 0.003731 || Task Loss: 0.2095 || KD Loss: 0.0474|| 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: 4 days, 22:06:43 || Estimated Time: 21:37:56
2023-08-01 11:50:07,439 semantic_segmentation INFO: Iters: 126790/150000 || Lr: 0.003730 || Task Loss: 0.1538 || KD Loss: 0.0412|| 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: 4 days, 22:07:14 || Estimated Time: 21:37:22
2023-08-01 11:50:37,883 semantic_segmentation INFO: Iters: 126800/150000 || Lr: 0.003728 || Task Loss: 0.1965 || KD Loss: 0.0541|| 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: 4 days, 22:07:44 || Estimated Time: 21:36:48
2023-08-01 11:51:08,362 semantic_segmentation INFO: Iters: 126810/150000 || Lr: 0.003727 || Task Loss: 0.1654 || KD Loss: 0.0384|| 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: 4 days, 22:08:15 || Estimated Time: 21:36:14
2023-08-01 11:51:38,867 semantic_segmentation INFO: Iters: 126820/150000 || Lr: 0.003725 || Task Loss: 0.1850 || KD Loss: 0.0365|| 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: 4 days, 22:08:45 || Estimated Time: 21:35:40
2023-08-01 11:52:09,310 semantic_segmentation INFO: Iters: 126830/150000 || Lr: 0.003724 || Task Loss: 0.1702 || KD Loss: 0.0347|| 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: 4 days, 22:09:16 || Estimated Time: 21:35:06
2023-08-01 11:52:39,769 semantic_segmentation INFO: Iters: 126840/150000 || Lr: 0.003722 || Task Loss: 0.1565 || KD Loss: 0.0320|| 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: 4 days, 22:09:46 || Estimated Time: 21:34:32
2023-08-01 11:53:10,261 semantic_segmentation INFO: Iters: 126850/150000 || Lr: 0.003721 || Task Loss: 0.2542 || KD Loss: 0.0709|| 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: 4 days, 22:10:17 || Estimated Time: 21:33:58
2023-08-01 11:53:40,725 semantic_segmentation INFO: Iters: 126860/150000 || Lr: 0.003720 || Task Loss: 0.2210 || KD Loss: 0.0619|| 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: 4 days, 22:10:47 || Estimated Time: 21:33:23
2023-08-01 11:54:11,185 semantic_segmentation INFO: Iters: 126870/150000 || Lr: 0.003718 || Task Loss: 0.1581 || KD Loss: 0.0280|| 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: 4 days, 22:11:18 || Estimated Time: 21:32:49
2023-08-01 11:54:41,589 semantic_segmentation INFO: Iters: 126880/150000 || Lr: 0.003717 || Task Loss: 0.2595 || KD Loss: 0.0518|| 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: 4 days, 22:11:48 || Estimated Time: 21:32:15
2023-08-01 11:55:12,041 semantic_segmentation INFO: Iters: 126890/150000 || Lr: 0.003715 || Task Loss: 0.2085 || KD Loss: 0.0389|| 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: 4 days, 22:12:18 || Estimated Time: 21:31:41
2023-08-01 11:55:42,484 semantic_segmentation INFO: Iters: 126900/150000 || Lr: 0.003714 || Task Loss: 0.2217 || KD Loss: 0.0418|| 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: 4 days, 22:12:49 || Estimated Time: 21:31:07
2023-08-01 11:56:12,923 semantic_segmentation INFO: Iters: 126910/150000 || Lr: 0.003712 || Task Loss: 0.1700 || KD Loss: 0.0307|| 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: 4 days, 22:13:19 || Estimated Time: 21:30:33
2023-08-01 11:56:43,373 semantic_segmentation INFO: Iters: 126920/150000 || Lr: 0.003711 || Task Loss: 0.2406 || KD Loss: 0.0561|| 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: 4 days, 22:13:50 || Estimated Time: 21:29:59
2023-08-01 11:57:13,804 semantic_segmentation INFO: Iters: 126930/150000 || Lr: 0.003709 || Task Loss: 0.1128 || KD Loss: 0.0393|| 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: 4 days, 22:14:20 || Estimated Time: 21:29:25
2023-08-01 11:57:44,263 semantic_segmentation INFO: Iters: 126940/150000 || Lr: 0.003708 || Task Loss: 0.1690 || KD Loss: 0.0283|| 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: 4 days, 22:14:51 || Estimated Time: 21:28:51
2023-08-01 11:58:14,740 semantic_segmentation INFO: Iters: 126950/150000 || Lr: 0.003707 || Task Loss: 0.1853 || KD Loss: 0.0484|| 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: 4 days, 22:15:21 || Estimated Time: 21:28:17
2023-08-01 11:58:45,238 semantic_segmentation INFO: Iters: 126960/150000 || Lr: 0.003705 || Task Loss: 0.1885 || KD Loss: 0.0647|| 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: 4 days, 22:15:52 || Estimated Time: 21:27:42
2023-08-01 11:59:15,699 semantic_segmentation INFO: Iters: 126970/150000 || Lr: 0.003704 || Task Loss: 0.1613 || KD Loss: 0.0257|| 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: 4 days, 22:16:22 || Estimated Time: 21:27:08
2023-08-01 11:59:46,155 semantic_segmentation INFO: Iters: 126980/150000 || Lr: 0.003702 || Task Loss: 0.1610 || KD Loss: 0.0327|| 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: 4 days, 22:16:53 || Estimated Time: 21:26:34
2023-08-01 12:00:16,631 semantic_segmentation INFO: Iters: 126990/150000 || Lr: 0.003701 || Task Loss: 0.1868 || KD Loss: 0.0480|| 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: 4 days, 22:17:23 || Estimated Time: 21:26:00
2023-08-01 12:00:47,104 semantic_segmentation INFO: Iters: 127000/150000 || Lr: 0.003699 || Task Loss: 0.1079 || KD Loss: 0.0237|| 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: 4 days, 22:17:53 || Estimated Time: 21:25:26
2023-08-01 12:01:17,566 semantic_segmentation INFO: Iters: 127010/150000 || Lr: 0.003698 || Task Loss: 0.1374 || KD Loss: 0.0372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0937|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4 days, 22:18:24 || Estimated Time: 21:24:52
2023-08-01 12:01:48,053 semantic_segmentation INFO: Iters: 127020/150000 || Lr: 0.003696 || Task Loss: 0.1487 || KD Loss: 0.0235|| 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: 4 days, 22:18:54 || Estimated Time: 21:24:18
2023-08-01 12:02:18,510 semantic_segmentation INFO: Iters: 127030/150000 || Lr: 0.003695 || Task Loss: 0.1723 || KD Loss: 0.0437|| 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: 4 days, 22:19:25 || Estimated Time: 21:23:44
2023-08-01 12:02:48,988 semantic_segmentation INFO: Iters: 127040/150000 || Lr: 0.003694 || Task Loss: 0.1585 || KD Loss: 0.0959|| 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: 4 days, 22:19:55 || Estimated Time: 21:23:10
2023-08-01 12:03:19,438 semantic_segmentation INFO: Iters: 127050/150000 || Lr: 0.003692 || Task Loss: 0.1442 || KD Loss: 0.0285|| 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: 4 days, 22:20:26 || Estimated Time: 21:22:36
2023-08-01 12:03:49,899 semantic_segmentation INFO: Iters: 127060/150000 || Lr: 0.003691 || Task Loss: 0.1441 || KD Loss: 0.0300|| 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: 4 days, 22:20:56 || Estimated Time: 21:22:02
2023-08-01 12:04:20,349 semantic_segmentation INFO: Iters: 127070/150000 || Lr: 0.003689 || Task Loss: 0.1781 || KD Loss: 0.0339|| 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: 4 days, 22:21:27 || Estimated Time: 21:21:27
2023-08-01 12:04:50,776 semantic_segmentation INFO: Iters: 127080/150000 || Lr: 0.003688 || Task Loss: 0.1972 || KD Loss: 0.0369|| 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: 4 days, 22:21:57 || Estimated Time: 21:20:53
2023-08-01 12:05:21,199 semantic_segmentation INFO: Iters: 127090/150000 || Lr: 0.003686 || Task Loss: 0.1700 || KD Loss: 0.0501|| 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: 4 days, 22:22:28 || Estimated Time: 21:20:19
2023-08-01 12:05:51,633 semantic_segmentation INFO: Iters: 127100/150000 || Lr: 0.003685 || Task Loss: 0.1748 || KD Loss: 0.0292|| 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: 4 days, 22:22:58 || Estimated Time: 21:19:45
2023-08-01 12:06:22,089 semantic_segmentation INFO: Iters: 127110/150000 || Lr: 0.003683 || Task Loss: 0.1504 || KD Loss: 0.0413|| 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: 4 days, 22:23:28 || Estimated Time: 21:19:11
2023-08-01 12:06:52,533 semantic_segmentation INFO: Iters: 127120/150000 || Lr: 0.003682 || Task Loss: 0.2057 || KD Loss: 0.0366|| 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: 4 days, 22:23:59 || Estimated Time: 21:18:37
2023-08-01 12:07:22,975 semantic_segmentation INFO: Iters: 127130/150000 || Lr: 0.003680 || Task Loss: 0.1658 || KD Loss: 0.0330|| 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: 4 days, 22:24:29 || Estimated Time: 21:18:03
2023-08-01 12:07:53,410 semantic_segmentation INFO: Iters: 127140/150000 || Lr: 0.003679 || Task Loss: 0.1466 || KD Loss: 0.0459|| 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: 4 days, 22:25:00 || Estimated Time: 21:17:29
2023-08-01 12:08:23,829 semantic_segmentation INFO: Iters: 127150/150000 || Lr: 0.003678 || Task Loss: 0.1371 || KD Loss: 0.0328|| 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: 4 days, 22:25:30 || Estimated Time: 21:16:55
2023-08-01 12:08:54,287 semantic_segmentation INFO: Iters: 127160/150000 || Lr: 0.003676 || Task Loss: 0.1301 || KD Loss: 0.0351|| 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: 4 days, 22:26:01 || Estimated Time: 21:16:21
2023-08-01 12:09:24,784 semantic_segmentation INFO: Iters: 127170/150000 || Lr: 0.003675 || Task Loss: 0.1594 || KD Loss: 0.0334|| 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: 4 days, 22:26:31 || Estimated Time: 21:15:47
2023-08-01 12:09:55,184 semantic_segmentation INFO: Iters: 127180/150000 || Lr: 0.003673 || Task Loss: 0.1532 || KD Loss: 0.0241|| 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: 4 days, 22:27:02 || Estimated Time: 21:15:13
2023-08-01 12:10:25,660 semantic_segmentation INFO: Iters: 127190/150000 || Lr: 0.003672 || Task Loss: 0.1639 || KD Loss: 0.0279|| 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: 4 days, 22:27:32 || Estimated Time: 21:14:38
2023-08-01 12:10:56,170 semantic_segmentation INFO: Iters: 127200/150000 || Lr: 0.003670 || Task Loss: 0.1581 || KD Loss: 0.0319|| 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: 4 days, 22:28:03 || Estimated Time: 21:14:04
2023-08-01 12:10:56,236 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-01 12:10:57,136 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.413
2023-08-01 12:10:57,243 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.521
2023-08-01 12:10:57,347 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.529
2023-08-01 12:10:57,451 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.552
2023-08-01 12:10:57,552 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.558
2023-08-01 12:10:57,656 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.561
2023-08-01 12:10:57,762 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.602
2023-08-01 12:10:57,868 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.974, mIoU: 0.640
2023-08-01 12:10:57,971 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.686
2023-08-01 12:10:58,073 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.734
2023-08-01 12:10:58,175 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.741
2023-08-01 12:10:58,280 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.768
2023-08-01 12:10:58,382 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.770
2023-08-01 12:10:58,484 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.965, mIoU: 0.762
2023-08-01 12:10:58,588 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.752
2023-08-01 12:10:58,690 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.961, mIoU: 0.741
2023-08-01 12:10:58,795 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.960, mIoU: 0.741
2023-08-01 12:10:58,898 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.740
2023-08-01 12:10:59,001 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.959, mIoU: 0.746
2023-08-01 12:10:59,103 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.959, mIoU: 0.752
2023-08-01 12:10:59,208 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.959, mIoU: 0.752
2023-08-01 12:10:59,312 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.955, mIoU: 0.751
2023-08-01 12:10:59,417 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.955, mIoU: 0.751
2023-08-01 12:10:59,522 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.759
2023-08-01 12:10:59,624 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.953, mIoU: 0.772
2023-08-01 12:10:59,727 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.773
2023-08-01 12:10:59,835 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.757
2023-08-01 12:10:59,937 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-01 12:11:00,039 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 12:11:00,145 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.951, mIoU: 0.756
2023-08-01 12:11:00,249 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.951, mIoU: 0.755
2023-08-01 12:11:00,353 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.950, mIoU: 0.752
2023-08-01 12:11:00,456 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-01 12:11:00,560 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 12:11:00,661 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-01 12:11:00,766 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-01 12:11:00,873 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.951, mIoU: 0.747
2023-08-01 12:11:00,975 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.746
2023-08-01 12:11:01,078 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.949, mIoU: 0.739
2023-08-01 12:11:01,180 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-01 12:11:01,283 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.950, mIoU: 0.740
2023-08-01 12:11:01,387 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-01 12:11:01,490 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-01 12:11:01,593 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-01 12:11:01,695 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-01 12:11:01,799 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 12:11:01,904 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 12:11:02,008 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-01 12:11:02,111 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 12:11:02,214 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 12:11:02,318 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-01 12:11:02,422 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-01 12:11:02,523 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-01 12:11:02,627 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 12:11:02,731 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.752
2023-08-01 12:11:02,833 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-01 12:11:02,938 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.952, mIoU: 0.750
2023-08-01 12:11:03,040 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.952, mIoU: 0.756
2023-08-01 12:11:03,142 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.952, mIoU: 0.759
2023-08-01 12:11:03,244 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.757
2023-08-01 12:11:03,347 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.760
2023-08-01 12:11:03,450 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-01 12:11:03,553 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.951, mIoU: 0.760
2023-08-01 12:11:03,656 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-01 12:11:03,759 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.952, mIoU: 0.764
2023-08-01 12:11:03,862 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.951, mIoU: 0.763
2023-08-01 12:11:03,968 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.950, mIoU: 0.762
2023-08-01 12:11:04,073 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.950, mIoU: 0.763
2023-08-01 12:11:04,175 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.950, mIoU: 0.762
2023-08-01 12:11:04,281 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-01 12:11:04,384 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-01 12:11:04,489 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-01 12:11:04,592 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-01 12:11:04,696 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-01 12:11:04,803 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-01 12:11:04,906 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-01 12:11:05,009 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-01 12:11:05,112 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-01 12:11:05,216 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.951, mIoU: 0.760
2023-08-01 12:11:05,320 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.951, mIoU: 0.761
2023-08-01 12:11:05,422 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.950, mIoU: 0.762
2023-08-01 12:11:05,524 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-01 12:11:05,627 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.950, mIoU: 0.761
2023-08-01 12:11:05,730 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.950, mIoU: 0.759
2023-08-01 12:11:05,832 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.947, mIoU: 0.754
2023-08-01 12:11:05,940 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.947, mIoU: 0.754
2023-08-01 12:11:06,043 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.947, mIoU: 0.754
2023-08-01 12:11:06,145 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.947, mIoU: 0.754
2023-08-01 12:11:06,248 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.947, mIoU: 0.754
2023-08-01 12:11:06,350 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.948, mIoU: 0.754
2023-08-01 12:11:06,455 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.948, mIoU: 0.754
2023-08-01 12:11:06,558 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.948, mIoU: 0.765
2023-08-01 12:11:06,660 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.948, mIoU: 0.765
2023-08-01 12:11:06,765 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.948, mIoU: 0.765
2023-08-01 12:11:06,867 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.949, mIoU: 0.765
2023-08-01 12:11:06,971 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.948, mIoU: 0.765
2023-08-01 12:11:07,074 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.948, mIoU: 0.766
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2023-08-01 12:11:48,333 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 12:11:48,436 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 12:11:48,539 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 12:11:48,645 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 12:11:48,747 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 12:11:48,850 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 12:11:48,951 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 12:12:19,701 semantic_segmentation INFO: Iters: 127210/150000 || Lr: 0.003669 || Task Loss: 0.1572 || KD Loss: 0.0303|| 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: 4 days, 22:29:26 || Estimated Time: 21:13:40
2023-08-01 12:12:50,189 semantic_segmentation INFO: Iters: 127220/150000 || Lr: 0.003667 || Task Loss: 0.1767 || KD Loss: 0.0311|| 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: 4 days, 22:29:57 || Estimated Time: 21:13:06
2023-08-01 12:13:20,675 semantic_segmentation INFO: Iters: 127230/150000 || Lr: 0.003666 || Task Loss: 0.1916 || KD Loss: 0.0442|| 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: 4 days, 22:30:27 || Estimated Time: 21:12:32
2023-08-01 12:13:51,123 semantic_segmentation INFO: Iters: 127240/150000 || Lr: 0.003665 || Task Loss: 0.1958 || KD Loss: 0.0325|| 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: 4 days, 22:30:57 || Estimated Time: 21:11:58
2023-08-01 12:14:21,624 semantic_segmentation INFO: Iters: 127250/150000 || Lr: 0.003663 || Task Loss: 0.1601 || KD Loss: 0.0512|| 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: 4 days, 22:31:28 || Estimated Time: 21:11:23
2023-08-01 12:14:52,087 semantic_segmentation INFO: Iters: 127260/150000 || Lr: 0.003662 || Task Loss: 0.1998 || KD Loss: 0.0354|| 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: 4 days, 22:31:58 || Estimated Time: 21:10:49
2023-08-01 12:15:22,599 semantic_segmentation INFO: Iters: 127270/150000 || Lr: 0.003660 || Task Loss: 0.1247 || KD Loss: 0.0359|| 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: 4 days, 22:32:29 || Estimated Time: 21:10:15
2023-08-01 12:15:53,073 semantic_segmentation INFO: Iters: 127280/150000 || Lr: 0.003659 || Task Loss: 0.1577 || KD Loss: 0.0390|| 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: 4 days, 22:32:59 || Estimated Time: 21:09:41
2023-08-01 12:16:23,586 semantic_segmentation INFO: Iters: 127290/150000 || Lr: 0.003657 || Task Loss: 0.2450 || KD Loss: 0.0510|| 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: 4 days, 22:33:30 || Estimated Time: 21:09:07
2023-08-01 12:16:54,000 semantic_segmentation INFO: Iters: 127300/150000 || Lr: 0.003656 || Task Loss: 0.1938 || KD Loss: 0.0318|| 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: 4 days, 22:34:00 || Estimated Time: 21:08:33
2023-08-01 12:17:24,463 semantic_segmentation INFO: Iters: 127310/150000 || Lr: 0.003654 || Task Loss: 0.1947 || KD Loss: 0.0458|| 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: 4 days, 22:34:31 || Estimated Time: 21:07:59
2023-08-01 12:17:54,980 semantic_segmentation INFO: Iters: 127320/150000 || Lr: 0.003653 || Task Loss: 0.1386 || KD Loss: 0.0274|| 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: 4 days, 22:35:01 || Estimated Time: 21:07:25
2023-08-01 12:18:25,511 semantic_segmentation INFO: Iters: 127330/150000 || Lr: 0.003652 || Task Loss: 0.1629 || KD Loss: 0.0328|| 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: 4 days, 22:35:32 || Estimated Time: 21:06:51
2023-08-01 12:18:56,012 semantic_segmentation INFO: Iters: 127340/150000 || Lr: 0.003650 || Task Loss: 0.1509 || KD Loss: 0.0310|| 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: 4 days, 22:36:02 || Estimated Time: 21:06:17
2023-08-01 12:19:26,490 semantic_segmentation INFO: Iters: 127350/150000 || Lr: 0.003649 || Task Loss: 0.1650 || KD Loss: 0.0346|| 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: 4 days, 22:36:33 || Estimated Time: 21:05:43
2023-08-01 12:19:56,976 semantic_segmentation INFO: Iters: 127360/150000 || Lr: 0.003647 || Task Loss: 0.1476 || KD Loss: 0.0265|| 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: 4 days, 22:37:03 || Estimated Time: 21:05:09
2023-08-01 12:20:27,509 semantic_segmentation INFO: Iters: 127370/150000 || Lr: 0.003646 || Task Loss: 0.1677 || KD Loss: 0.0399|| 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: 4 days, 22:37:34 || Estimated Time: 21:04:35
2023-08-01 12:20:58,007 semantic_segmentation INFO: Iters: 127380/150000 || Lr: 0.003644 || Task Loss: 0.1625 || KD Loss: 0.0304|| 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: 4 days, 22:38:04 || Estimated Time: 21:04:01
2023-08-01 12:21:28,462 semantic_segmentation INFO: Iters: 127390/150000 || Lr: 0.003643 || Task Loss: 0.1244 || KD Loss: 0.0279|| 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: 4 days, 22:38:35 || Estimated Time: 21:03:26
2023-08-01 12:21:58,950 semantic_segmentation INFO: Iters: 127400/150000 || Lr: 0.003641 || Task Loss: 0.1568 || KD Loss: 0.0244|| 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: 4 days, 22:39:05 || Estimated Time: 21:02:52
2023-08-01 12:22:29,385 semantic_segmentation INFO: Iters: 127410/150000 || Lr: 0.003640 || Task Loss: 0.1371 || KD Loss: 0.0245|| 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: 4 days, 22:39:36 || Estimated Time: 21:02:18
2023-08-01 12:22:59,901 semantic_segmentation INFO: Iters: 127420/150000 || Lr: 0.003638 || Task Loss: 0.2282 || KD Loss: 0.0569|| 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: 4 days, 22:40:06 || Estimated Time: 21:01:44
2023-08-01 12:23:30,419 semantic_segmentation INFO: Iters: 127430/150000 || Lr: 0.003637 || Task Loss: 0.1433 || KD Loss: 0.0356|| 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: 4 days, 22:40:37 || Estimated Time: 21:01:10
2023-08-01 12:24:00,871 semantic_segmentation INFO: Iters: 127440/150000 || Lr: 0.003636 || Task Loss: 0.1662 || KD Loss: 0.0308|| 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: 4 days, 22:41:07 || Estimated Time: 21:00:36
2023-08-01 12:24:31,372 semantic_segmentation INFO: Iters: 127450/150000 || Lr: 0.003634 || Task Loss: 0.2210 || KD Loss: 0.0502|| 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: 4 days, 22:41:38 || Estimated Time: 21:00:02
2023-08-01 12:25:01,841 semantic_segmentation INFO: Iters: 127460/150000 || Lr: 0.003633 || Task Loss: 0.1458 || KD Loss: 0.0347|| 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: 4 days, 22:42:08 || Estimated Time: 20:59:28
2023-08-01 12:25:32,304 semantic_segmentation INFO: Iters: 127470/150000 || Lr: 0.003631 || Task Loss: 0.1636 || KD Loss: 0.0264|| 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: 4 days, 22:42:39 || Estimated Time: 20:58:54
2023-08-01 12:26:02,761 semantic_segmentation INFO: Iters: 127480/150000 || Lr: 0.003630 || Task Loss: 0.1868 || KD Loss: 0.0392|| 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: 4 days, 22:43:09 || Estimated Time: 20:58:20
2023-08-01 12:26:33,191 semantic_segmentation INFO: Iters: 127490/150000 || Lr: 0.003628 || Task Loss: 0.2132 || KD Loss: 0.0485|| 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: 4 days, 22:43:40 || Estimated Time: 20:57:46
2023-08-01 12:27:03,628 semantic_segmentation INFO: Iters: 127500/150000 || Lr: 0.003627 || Task Loss: 0.1728 || KD Loss: 0.0345|| 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: 4 days, 22:44:10 || Estimated Time: 20:57:12
2023-08-01 12:27:34,080 semantic_segmentation INFO: Iters: 127510/150000 || Lr: 0.003625 || Task Loss: 0.1757 || KD Loss: 0.0370|| 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: 4 days, 22:44:40 || Estimated Time: 20:56:38
2023-08-01 12:28:04,532 semantic_segmentation INFO: Iters: 127520/150000 || Lr: 0.003624 || Task Loss: 0.1835 || KD Loss: 0.0481|| 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: 4 days, 22:45:11 || Estimated Time: 20:56:04
2023-08-01 12:28:34,976 semantic_segmentation INFO: Iters: 127530/150000 || Lr: 0.003622 || Task Loss: 0.2568 || KD Loss: 0.0646|| 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: 4 days, 22:45:41 || Estimated Time: 20:55:30
2023-08-01 12:29:05,429 semantic_segmentation INFO: Iters: 127540/150000 || Lr: 0.003621 || Task Loss: 0.1994 || KD Loss: 0.0376|| 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: 4 days, 22:46:12 || Estimated Time: 20:54:55
2023-08-01 12:29:35,861 semantic_segmentation INFO: Iters: 127550/150000 || Lr: 0.003620 || Task Loss: 0.1471 || KD Loss: 0.0355|| 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: 4 days, 22:46:42 || Estimated Time: 20:54:21
2023-08-01 12:30:06,302 semantic_segmentation INFO: Iters: 127560/150000 || Lr: 0.003618 || Task Loss: 0.1911 || KD Loss: 0.0370|| 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: 4 days, 22:47:13 || Estimated Time: 20:53:47
2023-08-01 12:30:36,739 semantic_segmentation INFO: Iters: 127570/150000 || Lr: 0.003617 || Task Loss: 0.1522 || KD Loss: 0.0282|| 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: 4 days, 22:47:43 || Estimated Time: 20:53:13
2023-08-01 12:31:07,189 semantic_segmentation INFO: Iters: 127580/150000 || Lr: 0.003615 || Task Loss: 0.1482 || KD Loss: 0.0295|| 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: 4 days, 22:48:14 || Estimated Time: 20:52:39
2023-08-01 12:31:37,644 semantic_segmentation INFO: Iters: 127590/150000 || Lr: 0.003614 || Task Loss: 0.2038 || KD Loss: 0.0316|| 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: 4 days, 22:48:44 || Estimated Time: 20:52:05
2023-08-01 12:32:08,075 semantic_segmentation INFO: Iters: 127600/150000 || Lr: 0.003612 || Task Loss: 0.1435 || KD Loss: 0.0253|| 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: 4 days, 22:49:14 || Estimated Time: 20:51:31
2023-08-01 12:32:38,496 semantic_segmentation INFO: Iters: 127610/150000 || Lr: 0.003611 || Task Loss: 0.1368 || KD Loss: 0.0254|| 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: 4 days, 22:49:45 || Estimated Time: 20:50:57
2023-08-01 12:33:08,980 semantic_segmentation INFO: Iters: 127620/150000 || Lr: 0.003609 || Task Loss: 0.2228 || KD Loss: 0.0417|| 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: 4 days, 22:50:15 || Estimated Time: 20:50:23
2023-08-01 12:33:39,477 semantic_segmentation INFO: Iters: 127630/150000 || Lr: 0.003608 || Task Loss: 0.2002 || KD Loss: 0.0411|| 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: 4 days, 22:50:46 || Estimated Time: 20:49:49
2023-08-01 12:34:09,936 semantic_segmentation INFO: Iters: 127640/150000 || Lr: 0.003607 || Task Loss: 0.1751 || KD Loss: 0.0324|| 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: 4 days, 22:51:16 || Estimated Time: 20:49:15
2023-08-01 12:34:40,397 semantic_segmentation INFO: Iters: 127650/150000 || Lr: 0.003605 || Task Loss: 0.1858 || KD Loss: 0.0380|| 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: 4 days, 22:51:47 || Estimated Time: 20:48:41
2023-08-01 12:35:10,857 semantic_segmentation INFO: Iters: 127660/150000 || Lr: 0.003604 || Task Loss: 0.1780 || KD Loss: 0.0459|| 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: 4 days, 22:52:17 || Estimated Time: 20:48:07
2023-08-01 12:35:41,321 semantic_segmentation INFO: Iters: 127670/150000 || Lr: 0.003602 || Task Loss: 0.1808 || KD Loss: 0.0377|| 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: 4 days, 22:52:48 || Estimated Time: 20:47:33
2023-08-01 12:36:11,820 semantic_segmentation INFO: Iters: 127680/150000 || Lr: 0.003601 || Task Loss: 0.1514 || KD Loss: 0.0340|| 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: 4 days, 22:53:18 || Estimated Time: 20:46:59
2023-08-01 12:36:42,282 semantic_segmentation INFO: Iters: 127690/150000 || Lr: 0.003599 || Task Loss: 0.2311 || KD Loss: 0.0509|| 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: 4 days, 22:53:49 || Estimated Time: 20:46:25
2023-08-01 12:37:12,798 semantic_segmentation INFO: Iters: 127700/150000 || Lr: 0.003598 || Task Loss: 0.1165 || KD Loss: 0.0234|| 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: 4 days, 22:54:19 || Estimated Time: 20:45:51
2023-08-01 12:37:43,305 semantic_segmentation INFO: Iters: 127710/150000 || Lr: 0.003596 || Task Loss: 0.1320 || KD Loss: 0.0233|| 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: 4 days, 22:54:50 || Estimated Time: 20:45:16
2023-08-01 12:38:13,775 semantic_segmentation INFO: Iters: 127720/150000 || Lr: 0.003595 || Task Loss: 0.1601 || KD Loss: 0.0347|| 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: 4 days, 22:55:20 || Estimated Time: 20:44:42
2023-08-01 12:38:44,217 semantic_segmentation INFO: Iters: 127730/150000 || Lr: 0.003593 || Task Loss: 0.1703 || KD Loss: 0.0414|| 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: 4 days, 22:55:51 || Estimated Time: 20:44:08
2023-08-01 12:39:14,676 semantic_segmentation INFO: Iters: 127740/150000 || Lr: 0.003592 || Task Loss: 0.1750 || KD Loss: 0.0350|| 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: 4 days, 22:56:21 || Estimated Time: 20:43:34
2023-08-01 12:39:45,128 semantic_segmentation INFO: Iters: 127750/150000 || Lr: 0.003591 || Task Loss: 0.1279 || KD Loss: 0.0325|| 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: 4 days, 22:56:51 || Estimated Time: 20:43:00
2023-08-01 12:40:15,632 semantic_segmentation INFO: Iters: 127760/150000 || Lr: 0.003589 || Task Loss: 0.2008 || KD Loss: 0.0549|| 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: 4 days, 22:57:22 || Estimated Time: 20:42:26
2023-08-01 12:40:46,120 semantic_segmentation INFO: Iters: 127770/150000 || Lr: 0.003588 || Task Loss: 0.2408 || KD Loss: 0.0455|| 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: 4 days, 22:57:52 || Estimated Time: 20:41:52
2023-08-01 12:41:16,603 semantic_segmentation INFO: Iters: 127780/150000 || Lr: 0.003586 || Task Loss: 0.1824 || KD Loss: 0.0232|| 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: 4 days, 22:58:23 || Estimated Time: 20:41:18
2023-08-01 12:41:47,088 semantic_segmentation INFO: Iters: 127790/150000 || Lr: 0.003585 || Task Loss: 0.1228 || KD Loss: 0.0290|| 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: 4 days, 22:58:53 || Estimated Time: 20:40:44
2023-08-01 12:42:17,526 semantic_segmentation INFO: Iters: 127800/150000 || Lr: 0.003583 || Task Loss: 0.2211 || KD Loss: 0.0485|| 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: 4 days, 22:59:24 || Estimated Time: 20:40:10
2023-08-01 12:42:47,985 semantic_segmentation INFO: Iters: 127810/150000 || Lr: 0.003582 || Task Loss: 0.1262 || KD Loss: 0.0281|| 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: 4 days, 22:59:54 || Estimated Time: 20:39:36
2023-08-01 12:43:18,443 semantic_segmentation INFO: Iters: 127820/150000 || Lr: 0.003580 || Task Loss: 0.1656 || KD Loss: 0.0526|| 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: 4 days, 23:00:25 || Estimated Time: 20:39:02
2023-08-01 12:43:48,955 semantic_segmentation INFO: Iters: 127830/150000 || Lr: 0.003579 || Task Loss: 0.1760 || KD Loss: 0.0288|| 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: 4 days, 23:00:55 || Estimated Time: 20:38:28
2023-08-01 12:44:19,411 semantic_segmentation INFO: Iters: 127840/150000 || Lr: 0.003577 || Task Loss: 0.1461 || KD Loss: 0.0432|| 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: 4 days, 23:01:26 || Estimated Time: 20:37:54
2023-08-01 12:44:49,837 semantic_segmentation INFO: Iters: 127850/150000 || Lr: 0.003576 || Task Loss: 0.1719 || KD Loss: 0.0358|| 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: 4 days, 23:01:56 || Estimated Time: 20:37:20
2023-08-01 12:45:20,282 semantic_segmentation INFO: Iters: 127860/150000 || Lr: 0.003575 || Task Loss: 0.1449 || KD Loss: 0.0311|| 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: 4 days, 23:02:27 || Estimated Time: 20:36:46
2023-08-01 12:45:50,771 semantic_segmentation INFO: Iters: 127870/150000 || Lr: 0.003573 || Task Loss: 0.1992 || KD Loss: 0.0376|| 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: 4 days, 23:02:57 || Estimated Time: 20:36:12
2023-08-01 12:46:21,245 semantic_segmentation INFO: Iters: 127880/150000 || Lr: 0.003572 || Task Loss: 0.1676 || KD Loss: 0.0336|| 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: 4 days, 23:03:28 || Estimated Time: 20:35:38
2023-08-01 12:46:51,697 semantic_segmentation INFO: Iters: 127890/150000 || Lr: 0.003570 || Task Loss: 0.1600 || KD Loss: 0.0358|| 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: 4 days, 23:03:58 || Estimated Time: 20:35:04
2023-08-01 12:47:22,185 semantic_segmentation INFO: Iters: 127900/150000 || Lr: 0.003569 || Task Loss: 0.2198 || KD Loss: 0.0385|| 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: 4 days, 23:04:29 || Estimated Time: 20:34:30
2023-08-01 12:47:52,674 semantic_segmentation INFO: Iters: 127910/150000 || Lr: 0.003567 || Task Loss: 0.1493 || KD Loss: 0.0264|| 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: 4 days, 23:04:59 || Estimated Time: 20:33:56
2023-08-01 12:48:23,119 semantic_segmentation INFO: Iters: 127920/150000 || Lr: 0.003566 || Task Loss: 0.1857 || KD Loss: 0.0464|| 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: 4 days, 23:05:29 || Estimated Time: 20:33:21
2023-08-01 12:48:53,548 semantic_segmentation INFO: Iters: 127930/150000 || Lr: 0.003564 || Task Loss: 0.2469 || KD Loss: 0.0621|| 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: 4 days, 23:06:00 || Estimated Time: 20:32:47
2023-08-01 12:49:23,989 semantic_segmentation INFO: Iters: 127940/150000 || Lr: 0.003563 || Task Loss: 0.1480 || KD Loss: 0.0240|| 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: 4 days, 23:06:30 || Estimated Time: 20:32:13
2023-08-01 12:49:54,448 semantic_segmentation INFO: Iters: 127950/150000 || Lr: 0.003562 || Task Loss: 0.1814 || KD Loss: 0.0428|| 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: 4 days, 23:07:01 || Estimated Time: 20:31:39
2023-08-01 12:50:24,933 semantic_segmentation INFO: Iters: 127960/150000 || Lr: 0.003560 || Task Loss: 0.2375 || KD Loss: 0.0414|| 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: 4 days, 23:07:31 || Estimated Time: 20:31:05
2023-08-01 12:50:55,412 semantic_segmentation INFO: Iters: 127970/150000 || Lr: 0.003559 || Task Loss: 0.1752 || KD Loss: 0.0301|| 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: 4 days, 23:08:02 || Estimated Time: 20:30:31
2023-08-01 12:51:25,903 semantic_segmentation INFO: Iters: 127980/150000 || Lr: 0.003557 || Task Loss: 0.1699 || KD Loss: 0.0313|| 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: 4 days, 23:08:32 || Estimated Time: 20:29:57
2023-08-01 12:51:56,396 semantic_segmentation INFO: Iters: 127990/150000 || Lr: 0.003556 || Task Loss: 0.1914 || KD Loss: 0.0366|| 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: 4 days, 23:09:03 || Estimated Time: 20:29:23
2023-08-01 12:52:26,893 semantic_segmentation INFO: Iters: 128000/150000 || Lr: 0.003554 || Task Loss: 0.1647 || KD Loss: 0.0326|| 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: 4 days, 23:09:33 || Estimated Time: 20:28:49
2023-08-01 12:52:26,961 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-01 12:52:27,819 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.976, mIoU: 0.417
2023-08-01 12:52:27,932 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.979, mIoU: 0.524
2023-08-01 12:52:28,038 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.531
2023-08-01 12:52:28,143 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.552
2023-08-01 12:52:28,248 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.571
2023-08-01 12:52:28,351 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.573
2023-08-01 12:52:28,454 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.594
2023-08-01 12:52:28,564 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.632
2023-08-01 12:52:28,670 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.670
2023-08-01 12:52:28,773 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.724
2023-08-01 12:52:28,876 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.971, mIoU: 0.731
2023-08-01 12:52:28,978 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.969, mIoU: 0.759
2023-08-01 12:52:29,082 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.759
2023-08-01 12:52:29,185 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.964, mIoU: 0.742
2023-08-01 12:52:29,289 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.962, mIoU: 0.735
2023-08-01 12:52:29,391 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.725
2023-08-01 12:52:29,495 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.725
2023-08-01 12:52:29,601 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.958, mIoU: 0.725
2023-08-01 12:52:29,704 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.732
2023-08-01 12:52:29,807 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.957, mIoU: 0.738
2023-08-01 12:52:29,911 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.738
2023-08-01 12:52:30,014 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.954, mIoU: 0.737
2023-08-01 12:52:30,118 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.954, mIoU: 0.739
2023-08-01 12:52:30,222 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-01 12:52:30,325 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.953, mIoU: 0.760
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2023-08-01 12:52:30,532 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.952, mIoU: 0.748
2023-08-01 12:52:30,635 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-01 12:52:30,738 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.743
2023-08-01 12:52:30,842 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-01 12:52:30,944 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-01 12:52:31,048 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.950, mIoU: 0.749
2023-08-01 12:52:31,151 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-01 12:52:31,255 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.951, mIoU: 0.748
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2023-08-01 12:52:31,773 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-01 12:52:31,874 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-01 12:52:31,978 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-01 12:52:32,081 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.951, mIoU: 0.738
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2023-08-01 12:52:32,288 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.952, mIoU: 0.740
2023-08-01 12:52:32,390 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.952, mIoU: 0.739
2023-08-01 12:52:32,495 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-01 12:52:32,600 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.953, mIoU: 0.739
2023-08-01 12:52:32,704 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-01 12:52:32,807 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-01 12:52:32,910 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 12:52:33,015 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 12:52:33,118 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-01 12:52:33,222 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.953, mIoU: 0.748
2023-08-01 12:52:33,327 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.953, mIoU: 0.750
2023-08-01 12:52:33,430 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.749
2023-08-01 12:52:33,536 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.952, mIoU: 0.747
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2023-08-01 12:52:35,095 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.951, mIoU: 0.758
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2023-08-01 12:52:40,581 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.947, mIoU: 0.758
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2023-08-01 12:53:11,349 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 12:53:11,451 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 12:53:11,558 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 12:53:11,663 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 12:53:11,768 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 12:53:11,873 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 12:53:11,978 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 12:53:12,083 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 12:53:12,188 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-01 12:53:12,293 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 12:53:12,398 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 12:53:12,502 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.954, mIoU: 0.752
2023-08-01 12:53:12,608 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-01 12:53:12,712 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-01 12:53:12,817 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-01 12:53:12,921 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-01 12:53:13,028 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-01 12:53:13,133 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-01 12:53:13,238 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-01 12:53:13,342 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.954, mIoU: 0.753
2023-08-01 12:53:13,445 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-01 12:53:13,549 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-01 12:53:13,654 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-01 12:53:13,760 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-01 12:53:13,865 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-01 12:53:13,970 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-01 12:53:14,075 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-01 12:53:14,183 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-01 12:53:14,289 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-01 12:53:14,395 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-01 12:53:14,499 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-01 12:53:14,606 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-01 12:53:14,713 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-01 12:53:14,819 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-01 12:53:14,925 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-01 12:53:15,032 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-01 12:53:15,137 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-01 12:53:15,241 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-01 12:53:15,347 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-01 12:53:15,452 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-01 12:53:15,559 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-01 12:53:15,660 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-01 12:53:15,764 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.955, mIoU: 0.754
2023-08-01 12:53:15,868 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-01 12:53:15,973 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-01 12:53:16,077 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-01 12:53:16,181 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-01 12:53:16,287 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-01 12:53:16,392 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-01 12:53:16,497 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-01 12:53:16,603 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-01 12:53:16,709 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-01 12:53:16,814 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-01 12:53:16,917 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.955, mIoU: 0.755
2023-08-01 12:53:17,023 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 12:53:17,127 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 12:53:17,228 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 12:53:17,335 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 12:53:17,440 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 12:53:17,544 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 12:53:17,649 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 12:53:17,752 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 12:53:17,854 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 12:53:17,958 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 12:53:18,062 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 12:53:18,165 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 12:53:18,269 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 12:53:18,372 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.956, mIoU: 0.755
2023-08-01 12:53:18,476 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-01 12:53:18,580 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-01 12:53:18,683 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-01 12:53:18,787 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-01 12:53:18,891 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-01 12:53:18,994 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-01 12:53:19,098 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-01 12:53:19,201 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-01 12:53:19,306 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-01 12:53:19,410 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-01 12:53:19,515 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-01 12:53:19,619 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-01 12:53:19,723 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-01 12:53:19,826 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.956, mIoU: 0.756
2023-08-01 12:53:50,635 semantic_segmentation INFO: Iters: 128010/150000 || Lr: 0.003553 || Task Loss: 0.1534 || KD Loss: 0.0260|| 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: 4 days, 23:10:57 || Estimated Time: 20:28:24
2023-08-01 12:54:21,111 semantic_segmentation INFO: Iters: 128020/150000 || Lr: 0.003551 || Task Loss: 0.1363 || KD Loss: 0.0525|| 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: 4 days, 23:11:27 || Estimated Time: 20:27:50
2023-08-01 12:54:51,612 semantic_segmentation INFO: Iters: 128030/150000 || Lr: 0.003550 || Task Loss: 0.1745 || KD Loss: 0.0300|| 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: 4 days, 23:11:58 || Estimated Time: 20:27:16
2023-08-01 12:55:22,062 semantic_segmentation INFO: Iters: 128040/150000 || Lr: 0.003548 || Task Loss: 0.1339 || KD Loss: 0.0274|| 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: 4 days, 23:12:28 || Estimated Time: 20:26:42
2023-08-01 12:55:52,553 semantic_segmentation INFO: Iters: 128050/150000 || Lr: 0.003547 || Task Loss: 0.1956 || KD Loss: 0.0369|| 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: 4 days, 23:12:59 || Estimated Time: 20:26:08
2023-08-01 12:56:23,039 semantic_segmentation INFO: Iters: 128060/150000 || Lr: 0.003546 || Task Loss: 0.1600 || KD Loss: 0.0714|| 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: 4 days, 23:13:29 || Estimated Time: 20:25:34
2023-08-01 12:56:53,674 semantic_segmentation INFO: Iters: 128070/150000 || Lr: 0.003544 || Task Loss: 0.1541 || KD Loss: 0.0336|| 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: 4 days, 23:14:00 || Estimated Time: 20:25:00
2023-08-01 12:57:24,172 semantic_segmentation INFO: Iters: 128080/150000 || Lr: 0.003543 || Task Loss: 0.1673 || KD Loss: 0.0292|| 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: 4 days, 23:14:31 || Estimated Time: 20:24:26
2023-08-01 12:57:54,639 semantic_segmentation INFO: Iters: 128090/150000 || Lr: 0.003541 || Task Loss: 0.2118 || KD Loss: 0.0335|| 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: 4 days, 23:15:01 || Estimated Time: 20:23:52
2023-08-01 12:58:25,127 semantic_segmentation INFO: Iters: 128100/150000 || Lr: 0.003540 || Task Loss: 0.1555 || KD Loss: 0.0299|| 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: 4 days, 23:15:31 || Estimated Time: 20:23:18
2023-08-01 12:58:55,645 semantic_segmentation INFO: Iters: 128110/150000 || Lr: 0.003538 || Task Loss: 0.1451 || KD Loss: 0.0382|| 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: 4 days, 23:16:02 || Estimated Time: 20:22:44
2023-08-01 12:59:26,131 semantic_segmentation INFO: Iters: 128120/150000 || Lr: 0.003537 || Task Loss: 0.1531 || KD Loss: 0.0281|| 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: 4 days, 23:16:32 || Estimated Time: 20:22:10
2023-08-01 12:59:56,572 semantic_segmentation INFO: Iters: 128130/150000 || Lr: 0.003535 || Task Loss: 0.1809 || KD Loss: 0.0415|| 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: 4 days, 23:17:03 || Estimated Time: 20:21:36
2023-08-01 13:00:27,008 semantic_segmentation INFO: Iters: 128140/150000 || Lr: 0.003534 || Task Loss: 0.1179 || KD Loss: 0.0216|| 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: 4 days, 23:17:33 || Estimated Time: 20:21:02
2023-08-01 13:00:57,483 semantic_segmentation INFO: Iters: 128150/150000 || Lr: 0.003532 || Task Loss: 0.1675 || KD Loss: 0.0323|| 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: 4 days, 23:18:04 || Estimated Time: 20:20:28
2023-08-01 13:01:27,935 semantic_segmentation INFO: Iters: 128160/150000 || Lr: 0.003531 || Task Loss: 0.1191 || KD Loss: 0.0187|| 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: 4 days, 23:18:34 || Estimated Time: 20:19:54
2023-08-01 13:01:58,417 semantic_segmentation INFO: Iters: 128170/150000 || Lr: 0.003530 || Task Loss: 0.1852 || KD Loss: 0.0583|| 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: 4 days, 23:19:05 || Estimated Time: 20:19:20
2023-08-01 13:02:28,859 semantic_segmentation INFO: Iters: 128180/150000 || Lr: 0.003528 || Task Loss: 0.2031 || KD Loss: 0.0295|| 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: 4 days, 23:19:35 || Estimated Time: 20:18:46
2023-08-01 13:02:59,332 semantic_segmentation INFO: Iters: 128190/150000 || Lr: 0.003527 || Task Loss: 0.2161 || KD Loss: 0.0402|| 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: 4 days, 23:20:06 || Estimated Time: 20:18:12
2023-08-01 13:03:29,762 semantic_segmentation INFO: Iters: 128200/150000 || Lr: 0.003525 || Task Loss: 0.1473 || KD Loss: 0.0236|| 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: 4 days, 23:20:36 || Estimated Time: 20:17:38
2023-08-01 13:04:00,189 semantic_segmentation INFO: Iters: 128210/150000 || Lr: 0.003524 || Task Loss: 0.1676 || KD Loss: 0.0401|| 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: 4 days, 23:21:07 || Estimated Time: 20:17:04
2023-08-01 13:04:30,640 semantic_segmentation INFO: Iters: 128220/150000 || Lr: 0.003522 || Task Loss: 0.1420 || KD Loss: 0.0325|| 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: 4 days, 23:21:37 || Estimated Time: 20:16:30
2023-08-01 13:05:01,094 semantic_segmentation INFO: Iters: 128230/150000 || Lr: 0.003521 || Task Loss: 0.1881 || KD Loss: 0.0333|| 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: 4 days, 23:22:07 || Estimated Time: 20:15:56
2023-08-01 13:05:31,551 semantic_segmentation INFO: Iters: 128240/150000 || Lr: 0.003519 || Task Loss: 0.1604 || KD Loss: 0.0294|| 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: 4 days, 23:22:38 || Estimated Time: 20:15:22
2023-08-01 13:06:02,027 semantic_segmentation INFO: Iters: 128250/150000 || Lr: 0.003518 || Task Loss: 0.1510 || KD Loss: 0.0367|| 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: 4 days, 23:23:08 || Estimated Time: 20:14:47
2023-08-01 13:06:32,492 semantic_segmentation INFO: Iters: 128260/150000 || Lr: 0.003516 || Task Loss: 0.2116 || KD Loss: 0.0438|| 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: 4 days, 23:23:39 || Estimated Time: 20:14:13
2023-08-01 13:07:02,906 semantic_segmentation INFO: Iters: 128270/150000 || Lr: 0.003515 || Task Loss: 0.1913 || KD Loss: 0.0376|| 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: 4 days, 23:24:09 || Estimated Time: 20:13:39
2023-08-01 13:07:33,389 semantic_segmentation INFO: Iters: 128280/150000 || Lr: 0.003513 || Task Loss: 0.1475 || KD Loss: 0.0385|| 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: 4 days, 23:24:40 || Estimated Time: 20:13:05
2023-08-01 13:08:03,863 semantic_segmentation INFO: Iters: 128290/150000 || Lr: 0.003512 || Task Loss: 0.1474 || KD Loss: 0.0317|| 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: 4 days, 23:25:10 || Estimated Time: 20:12:31
2023-08-01 13:08:34,344 semantic_segmentation INFO: Iters: 128300/150000 || Lr: 0.003511 || Task Loss: 0.1213 || KD Loss: 0.0255|| 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: 4 days, 23:25:41 || Estimated Time: 20:11:57
2023-08-01 13:09:04,848 semantic_segmentation INFO: Iters: 128310/150000 || Lr: 0.003509 || Task Loss: 0.1594 || KD Loss: 0.0429|| 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: 4 days, 23:26:11 || Estimated Time: 20:11:23
2023-08-01 13:09:35,300 semantic_segmentation INFO: Iters: 128320/150000 || Lr: 0.003508 || Task Loss: 0.2120 || KD Loss: 0.0408|| 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: 4 days, 23:26:42 || Estimated Time: 20:10:49
2023-08-01 13:10:05,741 semantic_segmentation INFO: Iters: 128330/150000 || Lr: 0.003506 || Task Loss: 0.1668 || KD Loss: 0.0318|| 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: 4 days, 23:27:12 || Estimated Time: 20:10:15
2023-08-01 13:10:36,172 semantic_segmentation INFO: Iters: 128340/150000 || Lr: 0.003505 || Task Loss: 0.1340 || KD Loss: 0.0338|| 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: 4 days, 23:27:43 || Estimated Time: 20:09:41
2023-08-01 13:11:06,596 semantic_segmentation INFO: Iters: 128350/150000 || Lr: 0.003503 || Task Loss: 0.1831 || KD Loss: 0.0354|| 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: 4 days, 23:28:13 || Estimated Time: 20:09:07
2023-08-01 13:11:36,991 semantic_segmentation INFO: Iters: 128360/150000 || Lr: 0.003502 || Task Loss: 0.1726 || KD Loss: 0.0258|| 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: 4 days, 23:28:43 || Estimated Time: 20:08:33
2023-08-01 13:12:07,374 semantic_segmentation INFO: Iters: 128370/150000 || Lr: 0.003500 || Task Loss: 0.1503 || KD Loss: 0.0335|| 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: 4 days, 23:29:14 || Estimated Time: 20:07:59
2023-08-01 13:12:37,776 semantic_segmentation INFO: Iters: 128380/150000 || Lr: 0.003499 || Task Loss: 0.1468 || KD Loss: 0.0336|| 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: 4 days, 23:29:44 || Estimated Time: 20:07:25
2023-08-01 13:13:08,192 semantic_segmentation INFO: Iters: 128390/150000 || Lr: 0.003497 || Task Loss: 0.1118 || KD Loss: 0.0241|| 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: 4 days, 23:30:15 || Estimated Time: 20:06:51
2023-08-01 13:13:38,589 semantic_segmentation INFO: Iters: 128400/150000 || Lr: 0.003496 || Task Loss: 0.1487 || KD Loss: 0.0326|| 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: 4 days, 23:30:45 || Estimated Time: 20:06:17
2023-08-01 13:14:09,050 semantic_segmentation INFO: Iters: 128410/150000 || Lr: 0.003495 || Task Loss: 0.1427 || KD Loss: 0.0248|| 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: 4 days, 23:31:15 || Estimated Time: 20:05:43
2023-08-01 13:14:39,472 semantic_segmentation INFO: Iters: 128420/150000 || Lr: 0.003493 || Task Loss: 0.1278 || KD Loss: 0.0491|| 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: 4 days, 23:31:46 || Estimated Time: 20:05:09
2023-08-01 13:15:09,895 semantic_segmentation INFO: Iters: 128430/150000 || Lr: 0.003492 || Task Loss: 0.1402 || KD Loss: 0.0345|| 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: 4 days, 23:32:16 || Estimated Time: 20:04:35
2023-08-01 13:15:40,338 semantic_segmentation INFO: Iters: 128440/150000 || Lr: 0.003490 || Task Loss: 0.2071 || KD Loss: 0.0373|| 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: 4 days, 23:32:47 || Estimated Time: 20:04:01
2023-08-01 13:16:10,711 semantic_segmentation INFO: Iters: 128450/150000 || Lr: 0.003489 || Task Loss: 0.1530 || KD Loss: 0.0289|| 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: 4 days, 23:33:17 || Estimated Time: 20:03:27
2023-08-01 13:16:41,078 semantic_segmentation INFO: Iters: 128460/150000 || Lr: 0.003487 || Task Loss: 0.1831 || KD Loss: 0.0323|| 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: 4 days, 23:33:47 || Estimated Time: 20:02:53
2023-08-01 13:17:11,506 semantic_segmentation INFO: Iters: 128470/150000 || Lr: 0.003486 || Task Loss: 0.1915 || KD Loss: 0.0374|| 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: 4 days, 23:34:18 || Estimated Time: 20:02:19
2023-08-01 13:17:41,865 semantic_segmentation INFO: Iters: 128480/150000 || Lr: 0.003484 || Task Loss: 0.1652 || KD Loss: 0.0402|| 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: 4 days, 23:34:48 || Estimated Time: 20:01:45
2023-08-01 13:18:12,281 semantic_segmentation INFO: Iters: 128490/150000 || Lr: 0.003483 || Task Loss: 0.2028 || KD Loss: 0.0499|| 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: 4 days, 23:35:19 || Estimated Time: 20:01:11
2023-08-01 13:18:42,723 semantic_segmentation INFO: Iters: 128500/150000 || Lr: 0.003481 || Task Loss: 0.1493 || KD Loss: 0.0274|| 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: 4 days, 23:35:49 || Estimated Time: 20:00:37
2023-08-01 13:19:13,150 semantic_segmentation INFO: Iters: 128510/150000 || Lr: 0.003480 || Task Loss: 0.1524 || KD Loss: 0.0386|| 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: 4 days, 23:36:20 || Estimated Time: 20:00:03
2023-08-01 13:19:43,581 semantic_segmentation INFO: Iters: 128520/150000 || Lr: 0.003479 || Task Loss: 0.1446 || KD Loss: 0.0328|| 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: 4 days, 23:36:50 || Estimated Time: 19:59:29
2023-08-01 13:20:14,014 semantic_segmentation INFO: Iters: 128530/150000 || Lr: 0.003477 || Task Loss: 0.2072 || KD Loss: 0.0450|| 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: 4 days, 23:37:20 || Estimated Time: 19:58:55
2023-08-01 13:20:44,473 semantic_segmentation INFO: Iters: 128540/150000 || Lr: 0.003476 || Task Loss: 0.1687 || KD Loss: 0.0437|| 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: 4 days, 23:37:51 || Estimated Time: 19:58:21
2023-08-01 13:21:14,966 semantic_segmentation INFO: Iters: 128550/150000 || Lr: 0.003474 || Task Loss: 0.2106 || KD Loss: 0.0376|| 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: 4 days, 23:38:21 || Estimated Time: 19:57:47
2023-08-01 13:21:45,449 semantic_segmentation INFO: Iters: 128560/150000 || Lr: 0.003473 || Task Loss: 0.1692 || KD Loss: 0.0396|| 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: 4 days, 23:38:52 || Estimated Time: 19:57:13
2023-08-01 13:22:15,939 semantic_segmentation INFO: Iters: 128570/150000 || Lr: 0.003471 || Task Loss: 0.1487 || KD Loss: 0.0300|| 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: 4 days, 23:39:22 || Estimated Time: 19:56:39
2023-08-01 13:22:46,458 semantic_segmentation INFO: Iters: 128580/150000 || Lr: 0.003470 || Task Loss: 0.1953 || KD Loss: 0.0333|| 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: 4 days, 23:39:53 || Estimated Time: 19:56:05
2023-08-01 13:23:16,954 semantic_segmentation INFO: Iters: 128590/150000 || Lr: 0.003468 || Task Loss: 0.1783 || KD Loss: 0.0337|| 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: 4 days, 23:40:23 || Estimated Time: 19:55:31
2023-08-01 13:23:47,501 semantic_segmentation INFO: Iters: 128600/150000 || Lr: 0.003467 || Task Loss: 0.2872 || KD Loss: 0.0722|| 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: 4 days, 23:40:54 || Estimated Time: 19:54:57
2023-08-01 13:24:17,987 semantic_segmentation INFO: Iters: 128610/150000 || Lr: 0.003465 || Task Loss: 0.1564 || KD Loss: 0.0254|| 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: 4 days, 23:41:24 || Estimated Time: 19:54:23
2023-08-01 13:24:48,465 semantic_segmentation INFO: Iters: 128620/150000 || Lr: 0.003464 || Task Loss: 0.1705 || KD Loss: 0.0263|| 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: 4 days, 23:41:55 || Estimated Time: 19:53:49
2023-08-01 13:25:18,919 semantic_segmentation INFO: Iters: 128630/150000 || Lr: 0.003463 || Task Loss: 0.1747 || KD Loss: 0.0356|| 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: 4 days, 23:42:25 || Estimated Time: 19:53:15
2023-08-01 13:25:49,359 semantic_segmentation INFO: Iters: 128640/150000 || Lr: 0.003461 || Task Loss: 0.1365 || KD Loss: 0.0348|| 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: 4 days, 23:42:56 || Estimated Time: 19:52:41
2023-08-01 13:26:19,815 semantic_segmentation INFO: Iters: 128650/150000 || Lr: 0.003460 || Task Loss: 0.1667 || KD Loss: 0.0290|| 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: 4 days, 23:43:26 || Estimated Time: 19:52:07
2023-08-01 13:26:50,280 semantic_segmentation INFO: Iters: 128660/150000 || Lr: 0.003458 || Task Loss: 0.2015 || KD Loss: 0.0404|| 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: 4 days, 23:43:57 || Estimated Time: 19:51:33
2023-08-01 13:27:20,731 semantic_segmentation INFO: Iters: 128670/150000 || Lr: 0.003457 || Task Loss: 0.1793 || KD Loss: 0.0263|| 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: 4 days, 23:44:27 || Estimated Time: 19:50:59
2023-08-01 13:27:51,174 semantic_segmentation INFO: Iters: 128680/150000 || Lr: 0.003455 || Task Loss: 0.1643 || KD Loss: 0.0305|| 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: 4 days, 23:44:58 || Estimated Time: 19:50:25
2023-08-01 13:28:21,606 semantic_segmentation INFO: Iters: 128690/150000 || Lr: 0.003454 || Task Loss: 0.1460 || KD Loss: 0.0337|| 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: 4 days, 23:45:28 || Estimated Time: 19:49:51
2023-08-01 13:28:51,991 semantic_segmentation INFO: Iters: 128700/150000 || Lr: 0.003452 || Task Loss: 0.2640 || KD Loss: 0.0424|| 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: 4 days, 23:45:58 || Estimated Time: 19:49:17
2023-08-01 13:29:22,403 semantic_segmentation INFO: Iters: 128710/150000 || Lr: 0.003451 || Task Loss: 0.1772 || KD Loss: 0.0349|| 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: 4 days, 23:46:29 || Estimated Time: 19:48:43
2023-08-01 13:29:52,830 semantic_segmentation INFO: Iters: 128720/150000 || Lr: 0.003449 || Task Loss: 0.1168 || KD Loss: 0.0280|| 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: 4 days, 23:46:59 || Estimated Time: 19:48:09
2023-08-01 13:30:23,294 semantic_segmentation INFO: Iters: 128730/150000 || Lr: 0.003448 || Task Loss: 0.2207 || KD Loss: 0.0573|| 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: 4 days, 23:47:30 || Estimated Time: 19:47:35
2023-08-01 13:30:53,719 semantic_segmentation INFO: Iters: 128740/150000 || Lr: 0.003446 || Task Loss: 0.1748 || KD Loss: 0.0251|| 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: 4 days, 23:48:00 || Estimated Time: 19:47:01
2023-08-01 13:31:24,128 semantic_segmentation INFO: Iters: 128750/150000 || Lr: 0.003445 || Task Loss: 0.1811 || KD Loss: 0.0407|| 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: 4 days, 23:48:30 || Estimated Time: 19:46:27
2023-08-01 13:31:54,531 semantic_segmentation INFO: Iters: 128760/150000 || Lr: 0.003444 || Task Loss: 0.1676 || KD Loss: 0.0339|| 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: 4 days, 23:49:01 || Estimated Time: 19:45:53
2023-08-01 13:32:24,984 semantic_segmentation INFO: Iters: 128770/150000 || Lr: 0.003442 || Task Loss: 0.1623 || KD Loss: 0.0333|| 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: 4 days, 23:49:31 || Estimated Time: 19:45:19
2023-08-01 13:32:55,437 semantic_segmentation INFO: Iters: 128780/150000 || Lr: 0.003441 || Task Loss: 0.1445 || KD Loss: 0.0382|| 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: 4 days, 23:50:02 || Estimated Time: 19:44:45
2023-08-01 13:33:25,876 semantic_segmentation INFO: Iters: 128790/150000 || Lr: 0.003439 || Task Loss: 0.1482 || KD Loss: 0.0195|| 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: 4 days, 23:50:32 || Estimated Time: 19:44:11
2023-08-01 13:33:56,339 semantic_segmentation INFO: Iters: 128800/150000 || Lr: 0.003438 || Task Loss: 0.1859 || KD Loss: 0.0407|| 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: 4 days, 23:51:03 || Estimated Time: 19:43:37
2023-08-01 13:33:56,402 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-01 13:33:57,226 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.975, mIoU: 0.412
2023-08-01 13:33:57,340 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.980, mIoU: 0.519
2023-08-01 13:33:57,448 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.527
2023-08-01 13:33:57,553 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.548
2023-08-01 13:33:57,657 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.544
2023-08-01 13:33:57,760 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.548
2023-08-01 13:33:57,862 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.975, mIoU: 0.582
2023-08-01 13:33:57,967 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.974, mIoU: 0.630
2023-08-01 13:33:58,069 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.662
2023-08-01 13:33:58,177 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.708
2023-08-01 13:33:58,281 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.716
2023-08-01 13:33:58,385 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.742
2023-08-01 13:33:58,490 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.746
2023-08-01 13:33:58,593 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.964, mIoU: 0.735
2023-08-01 13:33:58,697 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.735
2023-08-01 13:33:58,802 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.724
2023-08-01 13:33:58,908 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.724
2023-08-01 13:33:59,011 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.724
2023-08-01 13:33:59,114 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.730
2023-08-01 13:33:59,219 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.958, mIoU: 0.737
2023-08-01 13:33:59,321 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.736
2023-08-01 13:33:59,425 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.953, mIoU: 0.722
2023-08-01 13:33:59,529 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.952, mIoU: 0.723
2023-08-01 13:33:59,633 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.731
2023-08-01 13:33:59,739 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-01 13:33:59,841 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-01 13:33:59,944 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.731
2023-08-01 13:34:00,047 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.725
2023-08-01 13:34:00,150 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.729
2023-08-01 13:34:00,256 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.950, mIoU: 0.738
2023-08-01 13:34:00,358 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.950, mIoU: 0.738
2023-08-01 13:34:00,462 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-01 13:34:00,568 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-01 13:34:00,673 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.951, mIoU: 0.736
2023-08-01 13:34:00,776 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-01 13:34:00,880 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.951, mIoU: 0.736
2023-08-01 13:34:00,984 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.951, mIoU: 0.733
2023-08-01 13:34:01,087 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.731
2023-08-01 13:34:01,189 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.949, mIoU: 0.722
2023-08-01 13:34:01,293 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.950, mIoU: 0.723
2023-08-01 13:34:01,396 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-01 13:34:01,499 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.950, mIoU: 0.724
2023-08-01 13:34:01,603 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.951, mIoU: 0.724
2023-08-01 13:34:01,707 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.951, mIoU: 0.726
2023-08-01 13:34:01,810 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.951, mIoU: 0.725
2023-08-01 13:34:01,915 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-01 13:34:02,018 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.952, mIoU: 0.725
2023-08-01 13:34:02,122 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.953, mIoU: 0.724
2023-08-01 13:34:02,227 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.953, mIoU: 0.727
2023-08-01 13:34:02,330 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.953, mIoU: 0.729
2023-08-01 13:34:02,433 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.953, mIoU: 0.730
2023-08-01 13:34:02,537 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.953, mIoU: 0.733
2023-08-01 13:34:02,641 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.952, mIoU: 0.734
2023-08-01 13:34:02,744 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-01 13:34:02,847 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.951, mIoU: 0.735
2023-08-01 13:34:02,952 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.951, mIoU: 0.730
2023-08-01 13:34:03,056 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.951, mIoU: 0.730
2023-08-01 13:34:03,158 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-01 13:34:03,263 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-01 13:34:03,366 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-01 13:34:03,468 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-01 13:34:03,571 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.951, mIoU: 0.742
2023-08-01 13:34:03,674 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-01 13:34:03,777 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-01 13:34:03,880 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.951, mIoU: 0.745
2023-08-01 13:34:03,984 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.951, mIoU: 0.745
2023-08-01 13:34:04,086 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.950, mIoU: 0.744
2023-08-01 13:34:04,189 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.950, mIoU: 0.745
2023-08-01 13:34:04,295 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.949, mIoU: 0.744
2023-08-01 13:34:04,398 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.950, mIoU: 0.743
2023-08-01 13:34:04,502 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.950, mIoU: 0.743
2023-08-01 13:34:04,604 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.950, mIoU: 0.743
2023-08-01 13:34:04,708 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-01 13:34:04,812 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-01 13:34:04,915 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-01 13:34:05,018 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-01 13:34:05,121 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-01 13:34:05,223 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-01 13:34:05,328 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-01 13:34:05,432 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-01 13:34:05,535 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.950, mIoU: 0.744
2023-08-01 13:34:05,640 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.950, mIoU: 0.743
2023-08-01 13:34:05,743 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.950, mIoU: 0.743
2023-08-01 13:34:05,847 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.950, mIoU: 0.741
2023-08-01 13:34:05,948 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.947, mIoU: 0.736
2023-08-01 13:34:06,051 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.947, mIoU: 0.737
2023-08-01 13:34:06,155 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.947, mIoU: 0.737
2023-08-01 13:34:06,258 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.947, mIoU: 0.737
2023-08-01 13:34:06,364 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.947, mIoU: 0.737
2023-08-01 13:34:06,467 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.948, mIoU: 0.736
2023-08-01 13:34:06,571 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.948, mIoU: 0.736
2023-08-01 13:34:06,674 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.948, mIoU: 0.754
2023-08-01 13:34:06,779 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.948, mIoU: 0.753
2023-08-01 13:34:06,883 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.948, mIoU: 0.753
2023-08-01 13:34:06,986 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.948, mIoU: 0.753
2023-08-01 13:34:07,089 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.948, mIoU: 0.753
2023-08-01 13:34:07,194 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.948, mIoU: 0.754
2023-08-01 13:34:07,298 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.948, mIoU: 0.754
2023-08-01 13:34:07,402 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.948, mIoU: 0.753
2023-08-01 13:34:07,508 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.948, mIoU: 0.754
2023-08-01 13:34:07,611 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.946, mIoU: 0.753
2023-08-01 13:34:07,714 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.946, mIoU: 0.750
2023-08-01 13:34:07,816 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.946, mIoU: 0.750
2023-08-01 13:34:07,919 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.946, mIoU: 0.750
2023-08-01 13:34:08,022 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.946, mIoU: 0.750
2023-08-01 13:34:08,125 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.947, mIoU: 0.750
2023-08-01 13:34:08,228 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.947, mIoU: 0.750
2023-08-01 13:34:08,331 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.947, mIoU: 0.751
2023-08-01 13:34:08,434 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.947, mIoU: 0.751
2023-08-01 13:34:08,537 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.947, mIoU: 0.751
2023-08-01 13:34:08,640 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.947, mIoU: 0.751
2023-08-01 13:34:08,744 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.947, mIoU: 0.751
2023-08-01 13:34:08,849 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.947, mIoU: 0.750
2023-08-01 13:34:08,952 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.947, mIoU: 0.750
2023-08-01 13:34:09,054 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.947, mIoU: 0.750
2023-08-01 13:34:09,157 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.947, mIoU: 0.750
2023-08-01 13:34:09,260 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.947, mIoU: 0.745
2023-08-01 13:34:09,364 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.947, mIoU: 0.745
2023-08-01 13:34:09,469 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.947, mIoU: 0.745
2023-08-01 13:34:09,572 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.947, mIoU: 0.745
2023-08-01 13:34:09,679 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.947, mIoU: 0.745
2023-08-01 13:34:09,784 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.947, mIoU: 0.744
2023-08-01 13:34:09,888 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.947, mIoU: 0.744
2023-08-01 13:34:09,992 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.947, mIoU: 0.746
2023-08-01 13:34:10,096 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.947, mIoU: 0.746
2023-08-01 13:34:10,200 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.947, mIoU: 0.748
2023-08-01 13:34:10,303 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.947, mIoU: 0.750
2023-08-01 13:34:10,412 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.947, mIoU: 0.750
2023-08-01 13:34:10,515 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.947, mIoU: 0.749
2023-08-01 13:34:10,619 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.947, mIoU: 0.749
2023-08-01 13:34:10,723 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.947, mIoU: 0.749
2023-08-01 13:34:10,826 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.947, mIoU: 0.749
2023-08-01 13:34:10,930 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.947, mIoU: 0.749
2023-08-01 13:34:11,034 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.948, mIoU: 0.748
2023-08-01 13:34:11,143 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.948, mIoU: 0.747
2023-08-01 13:34:11,246 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.948, mIoU: 0.747
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2023-08-01 13:34:31,605 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.949, mIoU: 0.735
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2023-08-01 13:34:31,821 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.949, mIoU: 0.736
2023-08-01 13:34:31,925 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.949, mIoU: 0.736
2023-08-01 13:34:32,031 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.949, mIoU: 0.736
2023-08-01 13:34:32,135 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.949, mIoU: 0.736
2023-08-01 13:34:32,239 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.949, mIoU: 0.736
2023-08-01 13:34:32,345 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-01 13:34:32,449 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-01 13:34:32,553 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-01 13:34:32,657 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-01 13:34:32,762 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-01 13:34:32,866 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-01 13:34:32,971 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-01 13:34:33,073 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-01 13:34:33,179 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.950, mIoU: 0.737
2023-08-01 13:34:33,284 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.950, mIoU: 0.738
2023-08-01 13:34:33,389 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.950, mIoU: 0.738
2023-08-01 13:34:33,491 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.950, mIoU: 0.738
2023-08-01 13:34:33,596 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.950, mIoU: 0.738
2023-08-01 13:34:33,703 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-01 13:34:33,809 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.950, mIoU: 0.739
2023-08-01 13:34:33,914 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.950, mIoU: 0.739
2023-08-01 13:34:34,021 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-01 13:34:34,127 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.951, mIoU: 0.738
2023-08-01 13:34:34,233 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-01 13:34:34,339 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-01 13:34:34,444 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-01 13:34:34,550 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-01 13:34:34,653 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-01 13:34:34,761 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-01 13:34:34,865 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-01 13:34:34,971 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.951, mIoU: 0.739
2023-08-01 13:34:35,076 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-01 13:34:35,181 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-01 13:34:35,285 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-01 13:34:35,391 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-01 13:34:35,496 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.951, mIoU: 0.740
2023-08-01 13:34:35,601 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.951, mIoU: 0.741
2023-08-01 13:34:35,708 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-01 13:34:35,814 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-01 13:34:35,920 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-01 13:34:36,025 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-01 13:34:36,133 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-01 13:34:36,236 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-01 13:34:36,341 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-01 13:34:36,445 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.952, mIoU: 0.741
2023-08-01 13:34:36,551 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 13:34:36,655 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 13:34:36,761 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 13:34:36,869 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 13:34:36,971 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 13:34:37,076 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 13:34:37,182 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 13:34:37,287 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-01 13:34:37,391 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 13:34:37,497 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 13:34:37,603 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.952, mIoU: 0.742
2023-08-01 13:34:37,710 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-01 13:34:37,816 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-01 13:34:37,923 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-01 13:34:38,029 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.952, mIoU: 0.743
2023-08-01 13:34:38,131 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 13:34:38,234 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 13:34:38,337 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 13:34:38,443 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 13:34:38,549 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 13:34:38,655 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 13:34:38,758 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 13:34:38,861 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 13:34:38,964 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 13:34:39,067 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 13:34:39,171 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 13:34:39,275 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-01 13:34:39,380 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-01 13:34:39,486 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-01 13:34:39,591 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-01 13:34:39,695 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-01 13:34:39,803 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-01 13:34:39,909 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-01 13:34:40,012 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.953, mIoU: 0.744
2023-08-01 13:34:40,116 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-01 13:34:40,222 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.954, mIoU: 0.744
2023-08-01 13:34:40,325 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 13:34:40,430 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 13:34:40,534 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 13:34:40,638 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 13:34:40,741 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 13:34:40,846 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 13:34:40,952 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 13:34:41,057 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 13:34:41,162 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 13:34:41,265 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 13:34:41,370 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 13:34:41,474 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 13:34:41,579 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-01 13:34:41,684 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-01 13:34:41,790 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.954, mIoU: 0.745
2023-08-01 13:34:41,894 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-01 13:34:41,999 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-01 13:34:42,103 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-01 13:34:42,207 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.954, mIoU: 0.746
2023-08-01 13:34:42,312 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-01 13:34:42,418 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-01 13:34:42,524 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-01 13:34:42,630 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-01 13:34:42,737 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-01 13:34:42,842 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-01 13:34:42,947 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-01 13:34:43,052 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-01 13:34:43,157 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-01 13:34:43,262 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-01 13:34:43,368 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-01 13:34:43,473 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-01 13:34:43,576 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-01 13:34:43,680 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-01 13:34:43,784 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-01 13:34:43,889 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-01 13:34:43,993 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-01 13:34:44,098 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-01 13:34:44,205 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-01 13:34:44,310 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-01 13:34:44,413 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.955, mIoU: 0.746
2023-08-01 13:34:44,519 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-01 13:34:44,625 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-01 13:34:44,731 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-01 13:34:44,836 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.955, mIoU: 0.747
2023-08-01 13:34:44,944 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.956, mIoU: 0.747
2023-08-01 13:34:45,045 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-01 13:34:45,151 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-01 13:34:45,257 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-01 13:34:45,360 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-01 13:34:45,463 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-01 13:34:45,567 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-01 13:34:45,671 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-01 13:34:45,775 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-01 13:34:45,880 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-01 13:34:45,985 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-01 13:34:46,090 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-01 13:34:46,196 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-01 13:34:46,299 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-01 13:34:46,405 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-01 13:34:46,508 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-01 13:34:46,611 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-01 13:34:46,717 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-01 13:34:46,824 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-01 13:34:46,929 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-01 13:34:47,036 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-01 13:34:47,138 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-01 13:34:47,243 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-01 13:34:47,346 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.956, mIoU: 0.748
2023-08-01 13:34:47,451 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-01 13:34:47,557 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-01 13:34:47,660 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-01 13:34:47,763 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-01 13:34:47,866 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-01 13:34:47,971 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-01 13:34:48,074 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-01 13:34:48,177 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.956, mIoU: 0.749
2023-08-01 13:34:48,280 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-01 13:34:48,383 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-01 13:34:48,486 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-01 13:34:48,588 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-01 13:34:48,692 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-01 13:34:48,795 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-01 13:34:48,898 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-01 13:34:49,006 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-01 13:34:49,109 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.956, mIoU: 0.750
2023-08-01 13:34:49,210 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.957, mIoU: 0.750
2023-08-01 13:35:20,039 semantic_segmentation INFO: Iters: 128810/150000 || Lr: 0.003436 || Task Loss: 0.1810 || KD Loss: 0.0311|| 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: 4 days, 23:52:26 || Estimated Time: 19:43:11
2023-08-01 13:35:50,484 semantic_segmentation INFO: Iters: 128820/150000 || Lr: 0.003435 || Task Loss: 0.1275 || KD Loss: 0.0259|| 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: 4 days, 23:52:57 || Estimated Time: 19:42:37
2023-08-01 13:36:20,917 semantic_segmentation INFO: Iters: 128830/150000 || Lr: 0.003433 || Task Loss: 0.1840 || KD Loss: 0.0413|| 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: 4 days, 23:53:27 || Estimated Time: 19:42:03
2023-08-01 13:36:51,377 semantic_segmentation INFO: Iters: 128840/150000 || Lr: 0.003432 || Task Loss: 0.1856 || KD Loss: 0.0291|| 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: 4 days, 23:53:58 || Estimated Time: 19:41:29
2023-08-01 13:37:21,878 semantic_segmentation INFO: Iters: 128850/150000 || Lr: 0.003430 || Task Loss: 0.1594 || KD Loss: 0.0322|| 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: 4 days, 23:54:28 || Estimated Time: 19:40:55
2023-08-01 13:37:52,257 semantic_segmentation INFO: Iters: 128860/150000 || Lr: 0.003429 || Task Loss: 0.2276 || KD Loss: 0.0438|| 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: 4 days, 23:54:59 || Estimated Time: 19:40:21
2023-08-01 13:38:22,688 semantic_segmentation INFO: Iters: 128870/150000 || Lr: 0.003427 || Task Loss: 0.1649 || KD Loss: 0.0548|| 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: 4 days, 23:55:29 || Estimated Time: 19:39:47
2023-08-01 13:38:53,081 semantic_segmentation INFO: Iters: 128880/150000 || Lr: 0.003426 || Task Loss: 0.1702 || KD Loss: 0.0375|| 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: 4 days, 23:55:59 || Estimated Time: 19:39:13
2023-08-01 13:39:23,471 semantic_segmentation INFO: Iters: 128890/150000 || Lr: 0.003425 || Task Loss: 0.1719 || KD Loss: 0.0362|| 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: 4 days, 23:56:30 || Estimated Time: 19:38:39
2023-08-01 13:39:53,876 semantic_segmentation INFO: Iters: 128900/150000 || Lr: 0.003423 || Task Loss: 0.1299 || KD Loss: 0.0263|| 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: 4 days, 23:57:00 || Estimated Time: 19:38:05
2023-08-01 13:40:24,339 semantic_segmentation INFO: Iters: 128910/150000 || Lr: 0.003422 || Task Loss: 0.2115 || KD Loss: 0.0448|| 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: 4 days, 23:57:31 || Estimated Time: 19:37:31
2023-08-01 13:40:54,755 semantic_segmentation INFO: Iters: 128920/150000 || Lr: 0.003420 || Task Loss: 0.1920 || KD Loss: 0.0312|| 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: 4 days, 23:58:01 || Estimated Time: 19:36:57
2023-08-01 13:41:25,194 semantic_segmentation INFO: Iters: 128930/150000 || Lr: 0.003419 || Task Loss: 0.1780 || KD Loss: 0.0356|| 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: 4 days, 23:58:32 || Estimated Time: 19:36:23
2023-08-01 13:41:55,606 semantic_segmentation INFO: Iters: 128940/150000 || Lr: 0.003417 || Task Loss: 0.2175 || KD Loss: 0.0471|| 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: 4 days, 23:59:02 || Estimated Time: 19:35:49
2023-08-01 13:42:26,043 semantic_segmentation INFO: Iters: 128950/150000 || Lr: 0.003416 || Task Loss: 0.1320 || KD Loss: 0.0363|| 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: 4 days, 23:59:32 || Estimated Time: 19:35:15
2023-08-01 13:42:56,481 semantic_segmentation INFO: Iters: 128960/150000 || Lr: 0.003414 || Task Loss: 0.2153 || KD Loss: 0.0318|| 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: 5 days, 0:00:03 || Estimated Time: 19:34:41
2023-08-01 13:43:26,886 semantic_segmentation INFO: Iters: 128970/150000 || Lr: 0.003413 || Task Loss: 0.1481 || KD Loss: 0.0245|| 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: 5 days, 0:00:33 || Estimated Time: 19:34:07
2023-08-01 13:43:57,300 semantic_segmentation INFO: Iters: 128980/150000 || Lr: 0.003411 || Task Loss: 0.2015 || KD Loss: 0.0488|| 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: 5 days, 0:01:04 || Estimated Time: 19:33:33
2023-08-01 13:44:27,690 semantic_segmentation INFO: Iters: 128990/150000 || Lr: 0.003410 || Task Loss: 0.1604 || KD Loss: 0.0269|| 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: 5 days, 0:01:34 || Estimated Time: 19:32:59
2023-08-01 13:44:58,102 semantic_segmentation INFO: Iters: 129000/150000 || Lr: 0.003409 || Task Loss: 0.1987 || KD Loss: 0.0373|| 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: 5 days, 0:02:04 || Estimated Time: 19:32:25
2023-08-01 13:45:28,503 semantic_segmentation INFO: Iters: 129010/150000 || Lr: 0.003407 || Task Loss: 0.1930 || KD Loss: 0.0501|| 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: 5 days, 0:02:35 || Estimated Time: 19:31:51
2023-08-01 13:45:58,889 semantic_segmentation INFO: Iters: 129020/150000 || Lr: 0.003406 || Task Loss: 0.1537 || KD Loss: 0.0260|| 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: 5 days, 0:03:05 || Estimated Time: 19:31:17
2023-08-01 13:46:29,314 semantic_segmentation INFO: Iters: 129030/150000 || Lr: 0.003404 || Task Loss: 0.1485 || KD Loss: 0.0292|| 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: 5 days, 0:03:36 || Estimated Time: 19:30:43
2023-08-01 13:46:59,669 semantic_segmentation INFO: Iters: 129040/150000 || Lr: 0.003403 || Task Loss: 0.1520 || KD Loss: 0.0306|| 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: 5 days, 0:04:06 || Estimated Time: 19:30:09
2023-08-01 13:47:30,081 semantic_segmentation INFO: Iters: 129050/150000 || Lr: 0.003401 || Task Loss: 0.1088 || KD Loss: 0.0289|| 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: 5 days, 0:04:36 || Estimated Time: 19:29:35
2023-08-01 13:48:00,487 semantic_segmentation INFO: Iters: 129060/150000 || Lr: 0.003400 || Task Loss: 0.2122 || KD Loss: 0.0382|| 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: 5 days, 0:05:07 || Estimated Time: 19:29:01
2023-08-01 13:48:30,924 semantic_segmentation INFO: Iters: 129070/150000 || Lr: 0.003398 || Task Loss: 0.1790 || KD Loss: 0.0280|| 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 days, 0:05:37 || Estimated Time: 19:28:27
2023-08-01 13:49:01,299 semantic_segmentation INFO: Iters: 129080/150000 || Lr: 0.003397 || Task Loss: 0.1871 || KD Loss: 0.0395|| 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: 5 days, 0:06:08 || Estimated Time: 19:27:53
2023-08-01 13:49:31,693 semantic_segmentation INFO: Iters: 129090/150000 || Lr: 0.003395 || Task Loss: 0.2339 || KD Loss: 0.0440|| 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: 5 days, 0:06:38 || Estimated Time: 19:27:19
2023-08-01 13:50:02,071 semantic_segmentation INFO: Iters: 129100/150000 || Lr: 0.003394 || Task Loss: 0.1834 || KD Loss: 0.0309|| 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: 5 days, 0:07:08 || Estimated Time: 19:26:45
2023-08-01 13:50:32,484 semantic_segmentation INFO: Iters: 129110/150000 || Lr: 0.003392 || Task Loss: 0.1625 || KD Loss: 0.0347|| 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: 5 days, 0:07:39 || Estimated Time: 19:26:11
2023-08-01 13:51:02,906 semantic_segmentation INFO: Iters: 129120/150000 || Lr: 0.003391 || Task Loss: 0.1752 || KD Loss: 0.0289|| 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: 5 days, 0:08:09 || Estimated Time: 19:25:37
2023-08-01 13:51:33,313 semantic_segmentation INFO: Iters: 129130/150000 || Lr: 0.003390 || Task Loss: 0.1924 || KD Loss: 0.0366|| 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: 5 days, 0:08:40 || Estimated Time: 19:25:03
2023-08-01 13:52:03,723 semantic_segmentation INFO: Iters: 129140/150000 || Lr: 0.003388 || Task Loss: 0.1344 || KD Loss: 0.0381|| 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: 5 days, 0:09:10 || Estimated Time: 19:24:29
2023-08-01 13:52:34,088 semantic_segmentation INFO: Iters: 129150/150000 || Lr: 0.003387 || Task Loss: 0.1791 || KD Loss: 0.0505|| 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: 5 days, 0:09:40 || Estimated Time: 19:23:55
2023-08-01 13:53:04,509 semantic_segmentation INFO: Iters: 129160/150000 || Lr: 0.003385 || Task Loss: 0.1596 || KD Loss: 0.0366|| 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: 5 days, 0:10:11 || Estimated Time: 19:23:21
2023-08-01 13:53:34,938 semantic_segmentation INFO: Iters: 129170/150000 || Lr: 0.003384 || Task Loss: 0.1908 || KD Loss: 0.0299|| 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: 5 days, 0:10:41 || Estimated Time: 19:22:47
2023-08-01 13:54:05,329 semantic_segmentation INFO: Iters: 129180/150000 || Lr: 0.003382 || Task Loss: 0.2057 || KD Loss: 0.0449|| 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: 5 days, 0:11:12 || Estimated Time: 19:22:13
2023-08-01 13:54:35,701 semantic_segmentation INFO: Iters: 129190/150000 || Lr: 0.003381 || Task Loss: 0.1701 || KD Loss: 0.0292|| 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: 5 days, 0:11:42 || Estimated Time: 19:21:39
2023-08-01 13:55:06,048 semantic_segmentation INFO: Iters: 129200/150000 || Lr: 0.003379 || Task Loss: 0.1301 || KD Loss: 0.0340|| 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: 5 days, 0:12:12 || Estimated Time: 19:21:05
2023-08-01 13:55:36,427 semantic_segmentation INFO: Iters: 129210/150000 || Lr: 0.003378 || Task Loss: 0.1784 || KD Loss: 0.0318|| 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: 5 days, 0:12:43 || Estimated Time: 19:20:31
2023-08-01 13:56:06,796 semantic_segmentation INFO: Iters: 129220/150000 || Lr: 0.003376 || Task Loss: 0.1285 || KD Loss: 0.0300|| 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: 5 days, 0:13:13 || Estimated Time: 19:19:57
2023-08-01 13:56:37,159 semantic_segmentation INFO: Iters: 129230/150000 || Lr: 0.003375 || Task Loss: 0.1630 || KD Loss: 0.0319|| 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: 5 days, 0:13:44 || Estimated Time: 19:19:23
2023-08-01 13:57:07,561 semantic_segmentation INFO: Iters: 129240/150000 || Lr: 0.003373 || Task Loss: 0.1297 || KD Loss: 0.0378|| 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: 5 days, 0:14:14 || Estimated Time: 19:18:49
2023-08-01 13:57:37,982 semantic_segmentation INFO: Iters: 129250/150000 || Lr: 0.003372 || Task Loss: 0.1333 || KD Loss: 0.0422|| 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: 5 days, 0:14:44 || Estimated Time: 19:18:15
2023-08-01 13:58:08,364 semantic_segmentation INFO: Iters: 129260/150000 || Lr: 0.003371 || Task Loss: 0.1218 || KD Loss: 0.0302|| 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: 5 days, 0:15:15 || Estimated Time: 19:17:41
2023-08-01 13:58:38,731 semantic_segmentation INFO: Iters: 129270/150000 || Lr: 0.003369 || Task Loss: 0.2032 || KD Loss: 0.0521|| 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 days, 0:15:45 || Estimated Time: 19:17:07
2023-08-01 13:59:09,117 semantic_segmentation INFO: Iters: 129280/150000 || Lr: 0.003368 || Task Loss: 0.1426 || KD Loss: 0.0288|| 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 days, 0:16:15 || Estimated Time: 19:16:33
2023-08-01 13:59:39,492 semantic_segmentation INFO: Iters: 129290/150000 || Lr: 0.003366 || Task Loss: 0.1920 || KD Loss: 0.0368|| 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: 5 days, 0:16:46 || Estimated Time: 19:15:59
2023-08-01 14:00:10,076 semantic_segmentation INFO: Iters: 129300/150000 || Lr: 0.003365 || Task Loss: 0.1418 || KD Loss: 0.0288|| 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: 5 days, 0:17:16 || Estimated Time: 19:15:25
2023-08-01 14:00:40,861 semantic_segmentation INFO: Iters: 129310/150000 || Lr: 0.003363 || Task Loss: 0.1345 || KD Loss: 0.0403|| 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: 5 days, 0:17:47 || Estimated Time: 19:14:52
2023-08-01 14:01:11,542 semantic_segmentation INFO: Iters: 129320/150000 || Lr: 0.003362 || Task Loss: 0.1499 || KD Loss: 0.0361|| 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: 5 days, 0:18:18 || Estimated Time: 19:14:18
2023-08-01 14:01:42,313 semantic_segmentation INFO: Iters: 129330/150000 || Lr: 0.003360 || Task Loss: 0.1497 || KD Loss: 0.0224|| 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: 5 days, 0:18:49 || Estimated Time: 19:13:44
2023-08-01 14:02:12,868 semantic_segmentation INFO: Iters: 129340/150000 || Lr: 0.003359 || Task Loss: 0.1788 || KD Loss: 0.0531|| 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: 5 days, 0:19:19 || Estimated Time: 19:13:10
2023-08-01 14:02:43,876 semantic_segmentation INFO: Iters: 129350/150000 || Lr: 0.003357 || Task Loss: 0.1459 || KD Loss: 0.0267|| 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: 5 days, 0:19:50 || Estimated Time: 19:12:36
2023-08-01 14:03:14,671 semantic_segmentation INFO: Iters: 129360/150000 || Lr: 0.003356 || Task Loss: 0.1705 || KD Loss: 0.0344|| 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: 5 days, 0:20:21 || Estimated Time: 19:12:02
2023-08-01 14:03:45,056 semantic_segmentation INFO: Iters: 129370/150000 || Lr: 0.003354 || Task Loss: 0.2271 || KD Loss: 0.0712|| 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: 5 days, 0:20:51 || Estimated Time: 19:11:28
2023-08-01 14:04:15,552 semantic_segmentation INFO: Iters: 129380/150000 || Lr: 0.003353 || Task Loss: 0.1832 || KD Loss: 0.0372|| 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 days, 0:21:22 || Estimated Time: 19:10:54
2023-08-01 14:04:45,981 semantic_segmentation INFO: Iters: 129390/150000 || Lr: 0.003351 || Task Loss: 0.1229 || KD Loss: 0.0292|| 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: 5 days, 0:21:52 || Estimated Time: 19:10:20
2023-08-01 14:05:16,404 semantic_segmentation INFO: Iters: 129400/150000 || Lr: 0.003350 || Task Loss: 0.1753 || KD Loss: 0.0381|| 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: 5 days, 0:22:23 || Estimated Time: 19:09:46
2023-08-01 14:05:46,760 semantic_segmentation INFO: Iters: 129410/150000 || Lr: 0.003349 || Task Loss: 0.1513 || KD Loss: 0.0375|| 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: 5 days, 0:22:53 || Estimated Time: 19:09:12
2023-08-01 14:06:17,141 semantic_segmentation INFO: Iters: 129420/150000 || Lr: 0.003347 || Task Loss: 0.1670 || KD Loss: 0.0315|| 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: 5 days, 0:23:23 || Estimated Time: 19:08:38
2023-08-01 14:06:47,510 semantic_segmentation INFO: Iters: 129430/150000 || Lr: 0.003346 || Task Loss: 0.2190 || KD Loss: 0.0360|| 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: 5 days, 0:23:54 || Estimated Time: 19:08:04
2023-08-01 14:07:17,899 semantic_segmentation INFO: Iters: 129440/150000 || Lr: 0.003344 || Task Loss: 0.1956 || KD Loss: 0.0431|| 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: 5 days, 0:24:24 || Estimated Time: 19:07:30
2023-08-01 14:07:48,235 semantic_segmentation INFO: Iters: 129450/150000 || Lr: 0.003343 || Task Loss: 0.2007 || KD Loss: 0.0484|| 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 days, 0:24:55 || Estimated Time: 19:06:56
2023-08-01 14:08:18,550 semantic_segmentation INFO: Iters: 129460/150000 || Lr: 0.003341 || Task Loss: 0.1428 || KD Loss: 0.0325|| 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: 5 days, 0:25:25 || Estimated Time: 19:06:22
2023-08-01 14:08:48,910 semantic_segmentation INFO: Iters: 129470/150000 || Lr: 0.003340 || Task Loss: 0.1530 || KD Loss: 0.0283|| 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: 5 days, 0:25:55 || Estimated Time: 19:05:48
2023-08-01 14:09:19,286 semantic_segmentation INFO: Iters: 129480/150000 || Lr: 0.003338 || Task Loss: 0.1640 || KD Loss: 0.0582|| 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: 5 days, 0:26:26 || Estimated Time: 19:05:14
2023-08-01 14:09:49,766 semantic_segmentation INFO: Iters: 129490/150000 || Lr: 0.003337 || Task Loss: 0.1266 || KD Loss: 0.0281|| 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: 5 days, 0:26:56 || Estimated Time: 19:04:40
2023-08-01 14:10:20,305 semantic_segmentation INFO: Iters: 129500/150000 || Lr: 0.003335 || Task Loss: 0.1152 || KD Loss: 0.0219|| 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: 5 days, 0:27:27 || Estimated Time: 19:04:06
2023-08-01 14:10:50,748 semantic_segmentation INFO: Iters: 129510/150000 || Lr: 0.003334 || Task Loss: 0.1014 || KD Loss: 0.0184|| 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: 5 days, 0:27:57 || Estimated Time: 19:03:32
2023-08-01 14:11:21,266 semantic_segmentation INFO: Iters: 129520/150000 || Lr: 0.003332 || Task Loss: 0.1715 || KD Loss: 0.0347|| 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: 5 days, 0:28:28 || Estimated Time: 19:02:58
2023-08-01 14:11:51,663 semantic_segmentation INFO: Iters: 129530/150000 || Lr: 0.003331 || Task Loss: 0.1369 || KD Loss: 0.0245|| 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: 5 days, 0:28:58 || Estimated Time: 19:02:24
2023-08-01 14:12:22,070 semantic_segmentation INFO: Iters: 129540/150000 || Lr: 0.003330 || Task Loss: 0.1536 || KD Loss: 0.0456|| 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: 5 days, 0:29:28 || Estimated Time: 19:01:50
2023-08-01 14:12:52,428 semantic_segmentation INFO: Iters: 129550/150000 || Lr: 0.003328 || Task Loss: 0.1881 || KD Loss: 0.0358|| 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: 5 days, 0:29:59 || Estimated Time: 19:01:16
2023-08-01 14:13:22,849 semantic_segmentation INFO: Iters: 129560/150000 || Lr: 0.003327 || Task Loss: 0.1463 || KD Loss: 0.0275|| 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: 5 days, 0:30:29 || Estimated Time: 19:00:42
2023-08-01 14:13:53,349 semantic_segmentation INFO: Iters: 129570/150000 || Lr: 0.003325 || Task Loss: 0.1689 || KD Loss: 0.0412|| 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 days, 0:31:00 || Estimated Time: 19:00:08
2023-08-01 14:14:23,756 semantic_segmentation INFO: Iters: 129580/150000 || Lr: 0.003324 || Task Loss: 0.1889 || KD Loss: 0.0374|| 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: 5 days, 0:31:30 || Estimated Time: 18:59:34
2023-08-01 14:14:54,141 semantic_segmentation INFO: Iters: 129590/150000 || Lr: 0.003322 || Task Loss: 0.1773 || KD Loss: 0.0347|| 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: 5 days, 0:32:00 || Estimated Time: 18:59:00
2023-08-01 14:15:24,641 semantic_segmentation INFO: Iters: 129600/150000 || Lr: 0.003321 || Task Loss: 0.1185 || KD Loss: 0.0227|| 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: 5 days, 0:32:31 || Estimated Time: 18:58:27
2023-08-01 14:15:24,710 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-01 14:15:25,529 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.978, mIoU: 0.418
2023-08-01 14:15:25,678 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.981, mIoU: 0.520
2023-08-01 14:15:25,785 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.978, mIoU: 0.526
2023-08-01 14:15:25,890 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.976, mIoU: 0.549
2023-08-01 14:15:25,993 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.977, mIoU: 0.572
2023-08-01 14:15:26,100 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.977, mIoU: 0.575
2023-08-01 14:15:26,207 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.975, mIoU: 0.597
2023-08-01 14:15:26,311 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.974, mIoU: 0.634
2023-08-01 14:15:26,418 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.974, mIoU: 0.680
2023-08-01 14:15:26,524 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.971, mIoU: 0.731
2023-08-01 14:15:26,629 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.970, mIoU: 0.739
2023-08-01 14:15:26,733 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.968, mIoU: 0.763
2023-08-01 14:15:26,839 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.968, mIoU: 0.761
2023-08-01 14:15:26,944 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.965, mIoU: 0.748
2023-08-01 14:15:27,051 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.745
2023-08-01 14:15:27,155 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.734
2023-08-01 14:15:27,259 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.959, mIoU: 0.734
2023-08-01 14:15:27,364 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.735
2023-08-01 14:15:27,469 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.742
2023-08-01 14:15:27,574 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.959, mIoU: 0.749
2023-08-01 14:15:27,679 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.958, mIoU: 0.748
2023-08-01 14:15:27,783 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.953, mIoU: 0.738
2023-08-01 14:15:27,888 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.740
2023-08-01 14:15:27,994 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.747
2023-08-01 14:15:28,099 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.759
2023-08-01 14:15:28,203 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.953, mIoU: 0.761
2023-08-01 14:15:28,307 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.749
2023-08-01 14:15:28,410 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.951, mIoU: 0.744
2023-08-01 14:15:28,513 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-01 14:15:28,620 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 14:15:28,723 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 14:15:28,826 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.951, mIoU: 0.749
2023-08-01 14:15:28,932 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-01 14:15:29,037 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.951, mIoU: 0.748
2023-08-01 14:15:29,142 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.951, mIoU: 0.750
2023-08-01 14:15:29,246 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.951, mIoU: 0.749
2023-08-01 14:15:29,351 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.951, mIoU: 0.745
2023-08-01 14:15:29,455 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.744
2023-08-01 14:15:29,565 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-01 14:15:29,669 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-01 14:15:29,771 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.950, mIoU: 0.736
2023-08-01 14:15:29,875 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.951, mIoU: 0.735
2023-08-01 14:15:29,981 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.951, mIoU: 0.736
2023-08-01 14:15:30,087 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.951, mIoU: 0.737
2023-08-01 14:15:30,190 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.952, mIoU: 0.736
2023-08-01 14:15:30,293 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.952, mIoU: 0.737
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2023-08-01 14:16:11,757 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.954, mIoU: 0.750
2023-08-01 14:16:11,861 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-01 14:16:11,966 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-01 14:16:12,071 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-01 14:16:12,175 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-01 14:16:12,280 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-01 14:16:12,386 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-01 14:16:12,491 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-01 14:16:12,597 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-01 14:16:12,703 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-01 14:16:12,806 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-01 14:16:12,911 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-01 14:16:13,015 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-01 14:16:13,121 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-01 14:16:13,224 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.955, mIoU: 0.750
2023-08-01 14:16:13,329 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.955, mIoU: 0.751
2023-08-01 14:16:13,435 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.955, mIoU: 0.751
2023-08-01 14:16:13,538 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.955, mIoU: 0.751
2023-08-01 14:16:13,643 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.955, mIoU: 0.751
2023-08-01 14:16:13,749 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.955, mIoU: 0.751
2023-08-01 14:16:13,849 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 14:16:13,955 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 14:16:14,060 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 14:16:14,166 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 14:16:14,271 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 14:16:14,376 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 14:16:14,480 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-01 14:16:14,585 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.955, mIoU: 0.753
2023-08-01 14:16:14,691 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 14:16:14,795 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 14:16:14,900 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 14:16:15,002 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 14:16:15,105 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 14:16:15,209 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 14:16:15,312 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 14:16:15,413 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.955, mIoU: 0.752
2023-08-01 14:16:15,519 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.956, mIoU: 0.752
2023-08-01 14:16:15,625 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.956, mIoU: 0.752
2023-08-01 14:16:15,732 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.956, mIoU: 0.752
2023-08-01 14:16:15,835 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.956, mIoU: 0.752
2023-08-01 14:16:15,939 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.956, mIoU: 0.752
2023-08-01 14:16:16,043 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.956, mIoU: 0.752
2023-08-01 14:16:16,151 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.956, mIoU: 0.752
2023-08-01 14:16:16,259 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.956, mIoU: 0.752
2023-08-01 14:16:16,365 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.956, mIoU: 0.752
2023-08-01 14:16:16,468 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.956, mIoU: 0.752
2023-08-01 14:16:16,571 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.956, mIoU: 0.752
2023-08-01 14:16:16,691 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-01 14:16:16,797 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-01 14:16:16,901 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-01 14:16:17,004 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-01 14:16:17,109 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-01 14:16:17,214 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-01 14:16:17,317 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-01 14:16:17,420 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-01 14:16:17,524 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-01 14:16:17,629 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-01 14:16:17,733 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-01 14:16:17,836 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-01 14:16:17,939 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-01 14:16:18,040 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.956, mIoU: 0.753
2023-08-01 14:16:49,053 semantic_segmentation INFO: Iters: 129610/150000 || Lr: 0.003319 || Task Loss: 0.1964 || KD Loss: 0.0497|| 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: 5 days, 0:33:55 || Estimated Time: 18:58:01
2023-08-01 14:17:20,140 semantic_segmentation INFO: Iters: 129620/150000 || Lr: 0.003318 || Task Loss: 0.1870 || KD Loss: 0.0406|| 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: 5 days, 0:34:26 || Estimated Time: 18:57:27
2023-08-01 14:17:50,807 semantic_segmentation INFO: Iters: 129630/150000 || Lr: 0.003316 || Task Loss: 0.1789 || KD Loss: 0.0313|| 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: 5 days, 0:34:57 || Estimated Time: 18:56:53
2023-08-01 14:18:21,573 semantic_segmentation INFO: Iters: 129640/150000 || Lr: 0.003315 || Task Loss: 0.1298 || KD Loss: 0.0273|| 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: 5 days, 0:35:28 || Estimated Time: 18:56:19
2023-08-01 14:18:52,106 semantic_segmentation INFO: Iters: 129650/150000 || Lr: 0.003313 || Task Loss: 0.1285 || KD Loss: 0.0244|| 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: 5 days, 0:35:58 || Estimated Time: 18:55:45
2023-08-01 14:19:22,651 semantic_segmentation INFO: Iters: 129660/150000 || Lr: 0.003312 || Task Loss: 0.1518 || KD Loss: 0.0325|| 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: 5 days, 0:36:29 || Estimated Time: 18:55:11
2023-08-01 14:19:53,168 semantic_segmentation INFO: Iters: 129670/150000 || Lr: 0.003310 || Task Loss: 0.1236 || KD Loss: 0.0271|| 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: 5 days, 0:37:00 || Estimated Time: 18:54:37
2023-08-01 14:20:23,629 semantic_segmentation INFO: Iters: 129680/150000 || Lr: 0.003309 || Task Loss: 0.1998 || KD Loss: 0.0335|| 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: 5 days, 0:37:30 || Estimated Time: 18:54:04
2023-08-01 14:20:54,136 semantic_segmentation INFO: Iters: 129690/150000 || Lr: 0.003308 || Task Loss: 0.1501 || KD Loss: 0.0267|| 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: 5 days, 0:38:00 || Estimated Time: 18:53:30
2023-08-01 14:21:24,717 semantic_segmentation INFO: Iters: 129700/150000 || Lr: 0.003306 || Task Loss: 0.1341 || KD Loss: 0.0229|| 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: 5 days, 0:38:31 || Estimated Time: 18:52:56
2023-08-01 14:21:55,203 semantic_segmentation INFO: Iters: 129710/150000 || Lr: 0.003305 || Task Loss: 0.1862 || KD Loss: 0.0380|| 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: 5 days, 0:39:02 || Estimated Time: 18:52:22
2023-08-01 14:22:25,681 semantic_segmentation INFO: Iters: 129720/150000 || Lr: 0.003303 || Task Loss: 0.1354 || KD Loss: 0.0379|| 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: 5 days, 0:39:32 || Estimated Time: 18:51:48
2023-08-01 14:22:56,195 semantic_segmentation INFO: Iters: 129730/150000 || Lr: 0.003302 || Task Loss: 0.1552 || KD Loss: 0.0259|| 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: 5 days, 0:40:03 || Estimated Time: 18:51:14
2023-08-01 14:23:26,721 semantic_segmentation INFO: Iters: 129740/150000 || Lr: 0.003300 || Task Loss: 0.2204 || KD Loss: 0.0495|| 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: 5 days, 0:40:33 || Estimated Time: 18:50:40
2023-08-01 14:23:57,241 semantic_segmentation INFO: Iters: 129750/150000 || Lr: 0.003299 || Task Loss: 0.1501 || KD Loss: 0.0276|| 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: 5 days, 0:41:04 || Estimated Time: 18:50:06
2023-08-01 14:24:27,842 semantic_segmentation INFO: Iters: 129760/150000 || Lr: 0.003297 || Task Loss: 0.1693 || KD Loss: 0.0232|| 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: 5 days, 0:41:34 || Estimated Time: 18:49:32
2023-08-01 14:24:58,438 semantic_segmentation INFO: Iters: 129770/150000 || Lr: 0.003296 || Task Loss: 0.1522 || KD Loss: 0.0327|| 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: 5 days, 0:42:05 || Estimated Time: 18:48:58
2023-08-01 14:25:29,107 semantic_segmentation INFO: Iters: 129780/150000 || Lr: 0.003294 || Task Loss: 0.1861 || KD Loss: 0.0517|| 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: 5 days, 0:42:35 || Estimated Time: 18:48:24
2023-08-01 14:25:59,723 semantic_segmentation INFO: Iters: 129790/150000 || Lr: 0.003293 || Task Loss: 0.1336 || KD Loss: 0.0208|| 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: 5 days, 0:43:06 || Estimated Time: 18:47:50
2023-08-01 14:26:30,377 semantic_segmentation INFO: Iters: 129800/150000 || Lr: 0.003291 || Task Loss: 0.1463 || KD Loss: 0.0247|| 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: 5 days, 0:43:37 || Estimated Time: 18:47:16
2023-08-01 14:27:00,985 semantic_segmentation INFO: Iters: 129810/150000 || Lr: 0.003290 || Task Loss: 0.1561 || KD Loss: 0.0340|| 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: 5 days, 0:44:07 || Estimated Time: 18:46:42
2023-08-01 14:27:31,669 semantic_segmentation INFO: Iters: 129820/150000 || Lr: 0.003288 || Task Loss: 0.1689 || KD Loss: 0.0433|| 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: 5 days, 0:44:38 || Estimated Time: 18:46:08
2023-08-01 14:28:02,339 semantic_segmentation INFO: Iters: 129830/150000 || Lr: 0.003287 || Task Loss: 0.1997 || KD Loss: 0.0448|| 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: 5 days, 0:45:09 || Estimated Time: 18:45:34
2023-08-01 14:28:33,129 semantic_segmentation INFO: Iters: 129840/150000 || Lr: 0.003286 || Task Loss: 0.1970 || KD Loss: 0.0373|| 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: 5 days, 0:45:39 || Estimated Time: 18:45:01
2023-08-01 14:29:04,124 semantic_segmentation INFO: Iters: 129850/150000 || Lr: 0.003284 || Task Loss: 0.1440 || KD Loss: 0.0282|| 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 days, 0:46:10 || Estimated Time: 18:44:27
2023-08-01 14:29:34,914 semantic_segmentation INFO: Iters: 129860/150000 || Lr: 0.003283 || Task Loss: 0.1113 || KD Loss: 0.0253|| 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: 5 days, 0:46:41 || Estimated Time: 18:43:53
2023-08-01 14:30:05,617 semantic_segmentation INFO: Iters: 129870/150000 || Lr: 0.003281 || Task Loss: 0.1613 || KD Loss: 0.0311|| 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: 5 days, 0:47:12 || Estimated Time: 18:43:19
2023-08-01 14:30:36,750 semantic_segmentation INFO: Iters: 129880/150000 || Lr: 0.003280 || Task Loss: 0.1374 || KD Loss: 0.0320|| 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: 5 days, 0:47:43 || Estimated Time: 18:42:45
2023-08-01 14:31:07,764 semantic_segmentation INFO: Iters: 129890/150000 || Lr: 0.003278 || Task Loss: 0.1469 || KD Loss: 0.0313|| 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: 5 days, 0:48:14 || Estimated Time: 18:42:11
2023-08-01 14:31:38,996 semantic_segmentation INFO: Iters: 129900/150000 || Lr: 0.003277 || Task Loss: 0.1693 || KD Loss: 0.0282|| 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: 5 days, 0:48:45 || Estimated Time: 18:41:37
2023-08-01 14:32:10,124 semantic_segmentation INFO: Iters: 129910/150000 || Lr: 0.003275 || Task Loss: 0.1689 || KD Loss: 0.0428|| 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: 5 days, 0:49:16 || Estimated Time: 18:41:03
2023-08-01 14:32:40,927 semantic_segmentation INFO: Iters: 129920/150000 || Lr: 0.003274 || Task Loss: 0.1534 || KD Loss: 0.0361|| 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: 5 days, 0:49:47 || Estimated Time: 18:40:30
2023-08-01 14:33:11,883 semantic_segmentation INFO: Iters: 129930/150000 || Lr: 0.003272 || Task Loss: 0.1967 || KD Loss: 0.0351|| 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: 5 days, 0:50:18 || Estimated Time: 18:39:56
2023-08-01 14:33:42,805 semantic_segmentation INFO: Iters: 129940/150000 || Lr: 0.003271 || Task Loss: 0.1644 || KD Loss: 0.0356|| 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: 5 days, 0:50:49 || Estimated Time: 18:39:22
2023-08-01 14:34:13,632 semantic_segmentation INFO: Iters: 129950/150000 || Lr: 0.003269 || Task Loss: 0.1628 || KD Loss: 0.0370|| 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: 5 days, 0:51:20 || Estimated Time: 18:38:48
2023-08-01 14:34:44,332 semantic_segmentation INFO: Iters: 129960/150000 || Lr: 0.003268 || Task Loss: 0.1706 || KD Loss: 0.0307|| 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: 5 days, 0:51:51 || Estimated Time: 18:38:14
2023-08-01 14:35:15,046 semantic_segmentation INFO: Iters: 129970/150000 || Lr: 0.003266 || Task Loss: 0.1259 || KD Loss: 0.0286|| 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: 5 days, 0:52:21 || Estimated Time: 18:37:40
2023-08-01 14:35:46,076 semantic_segmentation INFO: Iters: 129980/150000 || Lr: 0.003265 || Task Loss: 0.1924 || KD Loss: 0.0420|| 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: 5 days, 0:52:52 || Estimated Time: 18:37:06
2023-08-01 14:36:17,006 semantic_segmentation INFO: Iters: 129990/150000 || Lr: 0.003264 || Task Loss: 0.1247 || KD Loss: 0.0422|| 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: 5 days, 0:53:23 || Estimated Time: 18:36:32
2023-08-01 14:36:47,726 semantic_segmentation INFO: Iters: 130000/150000 || Lr: 0.003262 || Task Loss: 0.1626 || KD Loss: 0.0527|| 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: 5 days, 0:53:54 || Estimated Time: 18:35:59
2023-08-01 14:37:18,856 semantic_segmentation INFO: Iters: 130010/150000 || Lr: 0.003261 || Task Loss: 0.1695 || KD Loss: 0.0285|| 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 days, 0:54:25 || Estimated Time: 18:35:25
2023-08-01 14:37:49,662 semantic_segmentation INFO: Iters: 130020/150000 || Lr: 0.003259 || Task Loss: 0.1546 || KD Loss: 0.0468|| 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: 5 days, 0:54:56 || Estimated Time: 18:34:51
2023-08-01 14:38:20,787 semantic_segmentation INFO: Iters: 130030/150000 || Lr: 0.003258 || Task Loss: 0.2330 || KD Loss: 0.0569|| 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: 5 days, 0:55:27 || Estimated Time: 18:34:17
2023-08-01 14:38:51,533 semantic_segmentation INFO: Iters: 130040/150000 || Lr: 0.003256 || Task Loss: 0.1386 || KD Loss: 0.0289|| 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: 5 days, 0:55:58 || Estimated Time: 18:33:43
2023-08-01 14:39:22,452 semantic_segmentation INFO: Iters: 130050/150000 || Lr: 0.003255 || Task Loss: 0.1828 || KD Loss: 0.0339|| 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: 5 days, 0:56:29 || Estimated Time: 18:33:09
2023-08-01 14:39:53,207 semantic_segmentation INFO: Iters: 130060/150000 || Lr: 0.003253 || Task Loss: 0.1471 || KD Loss: 0.0280|| 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: 5 days, 0:57:00 || Estimated Time: 18:32:35
2023-08-01 14:40:23,882 semantic_segmentation INFO: Iters: 130070/150000 || Lr: 0.003252 || Task Loss: 0.1630 || KD Loss: 0.0377|| 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: 5 days, 0:57:30 || Estimated Time: 18:32:01
2023-08-01 14:40:54,463 semantic_segmentation INFO: Iters: 130080/150000 || Lr: 0.003250 || Task Loss: 0.4691 || KD Loss: 0.0357|| 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: 5 days, 0:58:01 || Estimated Time: 18:31:27
2023-08-01 14:41:25,301 semantic_segmentation INFO: Iters: 130090/150000 || Lr: 0.003249 || Task Loss: 0.1592 || KD Loss: 0.0385|| 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: 5 days, 0:58:32 || Estimated Time: 18:30:54
2023-08-01 14:41:56,197 semantic_segmentation INFO: Iters: 130100/150000 || Lr: 0.003247 || Task Loss: 0.1754 || KD Loss: 0.0368|| 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: 5 days, 0:59:03 || Estimated Time: 18:30:20
2023-08-01 14:42:26,958 semantic_segmentation INFO: Iters: 130110/150000 || Lr: 0.003246 || Task Loss: 0.1539 || KD Loss: 0.0330|| 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: 5 days, 0:59:33 || Estimated Time: 18:29:46
2023-08-01 14:42:57,788 semantic_segmentation INFO: Iters: 130120/150000 || Lr: 0.003244 || Task Loss: 0.1270 || KD Loss: 0.0594|| 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: 5 days, 1:00:04 || Estimated Time: 18:29:12
2023-08-01 14:43:28,627 semantic_segmentation INFO: Iters: 130130/150000 || Lr: 0.003243 || Task Loss: 0.1444 || KD Loss: 0.0392|| 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: 5 days, 1:00:35 || Estimated Time: 18:28:38
2023-08-01 14:43:59,108 semantic_segmentation INFO: Iters: 130140/150000 || Lr: 0.003242 || Task Loss: 0.1549 || KD Loss: 0.0290|| 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: 5 days, 1:01:05 || Estimated Time: 18:28:04
2023-08-01 14:44:29,697 semantic_segmentation INFO: Iters: 130150/150000 || Lr: 0.003240 || Task Loss: 0.1447 || KD Loss: 0.0339|| 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: 5 days, 1:01:36 || Estimated Time: 18:27:30
2023-08-01 14:45:00,420 semantic_segmentation INFO: Iters: 130160/150000 || Lr: 0.003239 || Task Loss: 0.1523 || KD Loss: 0.0245|| 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: 5 days, 1:02:07 || Estimated Time: 18:26:56
2023-08-01 14:45:31,011 semantic_segmentation INFO: Iters: 130170/150000 || Lr: 0.003237 || Task Loss: 0.1395 || KD Loss: 0.0273|| 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: 5 days, 1:02:37 || Estimated Time: 18:26:22
2023-08-01 14:46:01,488 semantic_segmentation INFO: Iters: 130180/150000 || Lr: 0.003236 || Task Loss: 0.1318 || KD Loss: 0.0329|| 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: 5 days, 1:03:08 || Estimated Time: 18:25:48
2023-08-01 14:46:31,936 semantic_segmentation INFO: Iters: 130190/150000 || Lr: 0.003234 || Task Loss: 0.3206 || KD Loss: 0.0488|| 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: 5 days, 1:03:38 || Estimated Time: 18:25:14
2023-08-01 14:47:02,393 semantic_segmentation INFO: Iters: 130200/150000 || Lr: 0.003233 || Task Loss: 0.1925 || KD Loss: 0.0283|| 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: 5 days, 1:04:09 || Estimated Time: 18:24:41
2023-08-01 14:47:32,779 semantic_segmentation INFO: Iters: 130210/150000 || Lr: 0.003231 || Task Loss: 0.1873 || KD Loss: 0.0446|| 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: 5 days, 1:04:39 || Estimated Time: 18:24:07
2023-08-01 14:48:03,227 semantic_segmentation INFO: Iters: 130220/150000 || Lr: 0.003230 || Task Loss: 0.1550 || KD Loss: 0.0327|| 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: 5 days, 1:05:10 || Estimated Time: 18:23:33
2023-08-01 14:48:33,746 semantic_segmentation INFO: Iters: 130230/150000 || Lr: 0.003228 || Task Loss: 0.1827 || KD Loss: 0.0393|| 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: 5 days, 1:05:40 || Estimated Time: 18:22:59
2023-08-01 14:49:04,453 semantic_segmentation INFO: Iters: 130240/150000 || Lr: 0.003227 || Task Loss: 0.1611 || KD Loss: 0.0340|| 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: 5 days, 1:06:11 || Estimated Time: 18:22:25
2023-08-01 14:49:35,000 semantic_segmentation INFO: Iters: 130250/150000 || Lr: 0.003225 || Task Loss: 0.1684 || KD Loss: 0.0337|| 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: 5 days, 1:06:41 || Estimated Time: 18:21:51
2023-08-01 14:50:05,472 semantic_segmentation INFO: Iters: 130260/150000 || Lr: 0.003224 || Task Loss: 0.2261 || KD Loss: 0.0388|| 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: 5 days, 1:07:12 || Estimated Time: 18:21:17
2023-08-01 14:50:35,980 semantic_segmentation INFO: Iters: 130270/150000 || Lr: 0.003222 || Task Loss: 0.1861 || KD Loss: 0.0464|| 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: 5 days, 1:07:42 || Estimated Time: 18:20:43
2023-08-01 14:51:06,533 semantic_segmentation INFO: Iters: 130280/150000 || Lr: 0.003221 || Task Loss: 0.1632 || KD Loss: 0.0266|| 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: 5 days, 1:08:13 || Estimated Time: 18:20:09
2023-08-01 14:51:37,128 semantic_segmentation INFO: Iters: 130290/150000 || Lr: 0.003219 || Task Loss: 0.2055 || KD Loss: 0.0322|| 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: 5 days, 1:08:43 || Estimated Time: 18:19:35
2023-08-01 14:52:07,576 semantic_segmentation INFO: Iters: 130300/150000 || Lr: 0.003218 || Task Loss: 0.1846 || KD Loss: 0.0333|| 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: 5 days, 1:09:14 || Estimated Time: 18:19:01
2023-08-01 14:52:38,035 semantic_segmentation INFO: Iters: 130310/150000 || Lr: 0.003217 || Task Loss: 0.2091 || KD Loss: 0.0382|| 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: 5 days, 1:09:44 || Estimated Time: 18:18:27
2023-08-01 14:53:08,493 semantic_segmentation INFO: Iters: 130320/150000 || Lr: 0.003215 || Task Loss: 0.1204 || KD Loss: 0.0228|| 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: 5 days, 1:10:15 || Estimated Time: 18:17:53
2023-08-01 14:53:39,183 semantic_segmentation INFO: Iters: 130330/150000 || Lr: 0.003214 || Task Loss: 0.1690 || KD Loss: 0.0413|| 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: 5 days, 1:10:46 || Estimated Time: 18:17:20
2023-08-01 14:54:09,935 semantic_segmentation INFO: Iters: 130340/150000 || Lr: 0.003212 || Task Loss: 0.1535 || KD Loss: 0.0284|| 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 days, 1:11:16 || Estimated Time: 18:16:46
2023-08-01 14:54:40,806 semantic_segmentation INFO: Iters: 130350/150000 || Lr: 0.003211 || Task Loss: 0.1697 || KD Loss: 0.0542|| 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: 5 days, 1:11:47 || Estimated Time: 18:16:12
2023-08-01 14:55:11,986 semantic_segmentation INFO: Iters: 130360/150000 || Lr: 0.003209 || Task Loss: 0.1580 || KD Loss: 0.0283|| 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: 5 days, 1:12:18 || Estimated Time: 18:15:38
2023-08-01 14:55:42,716 semantic_segmentation INFO: Iters: 130370/150000 || Lr: 0.003208 || Task Loss: 0.1543 || KD Loss: 0.0334|| 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: 5 days, 1:12:49 || Estimated Time: 18:15:04
2023-08-01 14:56:13,533 semantic_segmentation INFO: Iters: 130380/150000 || Lr: 0.003206 || Task Loss: 0.1396 || KD Loss: 0.0288|| 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: 5 days, 1:13:20 || Estimated Time: 18:14:30
2023-08-01 14:56:43,892 semantic_segmentation INFO: Iters: 130390/150000 || Lr: 0.003205 || Task Loss: 0.2126 || KD Loss: 0.0522|| 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 days, 1:13:50 || Estimated Time: 18:13:56
2023-08-01 14:57:14,250 semantic_segmentation INFO: Iters: 130400/150000 || Lr: 0.003203 || Task Loss: 0.1279 || KD Loss: 0.0274|| 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: 5 days, 1:14:21 || Estimated Time: 18:13:22
2023-08-01 14:57:14,320 semantic_segmentation INFO: Start validation, Total sample: 500
2023-08-01 14:57:15,169 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.972, mIoU: 0.413
2023-08-01 14:57:15,287 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.978, mIoU: 0.518
2023-08-01 14:57:15,390 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.977, mIoU: 0.527
2023-08-01 14:57:15,495 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.975, mIoU: 0.550
2023-08-01 14:57:15,598 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.976, mIoU: 0.545
2023-08-01 14:57:15,702 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.976, mIoU: 0.548
2023-08-01 14:57:15,807 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.974, mIoU: 0.589
2023-08-01 14:57:15,910 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.973, mIoU: 0.637
2023-08-01 14:57:16,014 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.973, mIoU: 0.681
2023-08-01 14:57:16,117 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.969, mIoU: 0.732
2023-08-01 14:57:16,220 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.969, mIoU: 0.739
2023-08-01 14:57:16,322 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.967, mIoU: 0.765
2023-08-01 14:57:16,424 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.967, mIoU: 0.765
2023-08-01 14:57:16,527 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.964, mIoU: 0.753
2023-08-01 14:57:16,630 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.963, mIoU: 0.752
2023-08-01 14:57:16,734 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.960, mIoU: 0.741
2023-08-01 14:57:16,837 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.960, mIoU: 0.741
2023-08-01 14:57:16,940 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.959, mIoU: 0.743
2023-08-01 14:57:17,044 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.958, mIoU: 0.749
2023-08-01 14:57:17,147 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.959, mIoU: 0.756
2023-08-01 14:57:17,250 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.957, mIoU: 0.754
2023-08-01 14:57:17,353 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.953, mIoU: 0.748
2023-08-01 14:57:17,456 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-01 14:57:17,561 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.953, mIoU: 0.759
2023-08-01 14:57:17,666 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.952, mIoU: 0.771
2023-08-01 14:57:17,769 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.952, mIoU: 0.772
2023-08-01 14:57:17,871 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.951, mIoU: 0.756
2023-08-01 14:57:17,981 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.950, mIoU: 0.751
2023-08-01 14:57:18,085 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.950, mIoU: 0.754
2023-08-01 14:57:18,190 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.951, mIoU: 0.756
2023-08-01 14:57:18,292 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.951, mIoU: 0.756
2023-08-01 14:57:18,395 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.950, mIoU: 0.753
2023-08-01 14:57:18,498 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.951, mIoU: 0.754
2023-08-01 14:57:18,602 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-01 14:57:18,707 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.951, mIoU: 0.753
2023-08-01 14:57:18,810 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 14:57:18,912 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.951, mIoU: 0.749
2023-08-01 14:57:19,019 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.950, mIoU: 0.748
2023-08-01 14:57:19,122 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.949, mIoU: 0.741
2023-08-01 14:57:19,226 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.950, mIoU: 0.742
2023-08-01 14:57:19,329 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.950, mIoU: 0.743
2023-08-01 14:57:19,433 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-01 14:57:19,536 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.951, mIoU: 0.743
2023-08-01 14:57:19,640 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.952, mIoU: 0.745
2023-08-01 14:57:19,742 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-01 14:57:19,846 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.952, mIoU: 0.744
2023-08-01 14:57:19,949 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.953, mIoU: 0.745
2023-08-01 14:57:20,053 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.953, mIoU: 0.743
2023-08-01 14:57:20,158 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.953, mIoU: 0.746
2023-08-01 14:57:20,261 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.953, mIoU: 0.748
2023-08-01 14:57:20,366 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.953, mIoU: 0.749
2023-08-01 14:57:20,470 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.953, mIoU: 0.752
2023-08-01 14:57:20,573 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.953, mIoU: 0.753
2023-08-01 14:57:20,677 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 14:57:20,780 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.952, mIoU: 0.755
2023-08-01 14:57:20,882 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.952, mIoU: 0.752
2023-08-01 14:57:20,986 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 14:57:21,091 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.952, mIoU: 0.758
2023-08-01 14:57:21,194 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.952, mIoU: 0.761
2023-08-01 14:57:21,298 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.952, mIoU: 0.759
2023-08-01 14:57:21,400 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.952, mIoU: 0.762
2023-08-01 14:57:21,504 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.952, mIoU: 0.764
2023-08-01 14:57:21,606 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.951, mIoU: 0.763
2023-08-01 14:57:21,710 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.952, mIoU: 0.763
2023-08-01 14:57:21,813 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.952, mIoU: 0.765
2023-08-01 14:57:21,916 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.952, mIoU: 0.766
2023-08-01 14:57:22,018 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.951, mIoU: 0.765
2023-08-01 14:57:22,121 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.951, mIoU: 0.766
2023-08-01 14:57:22,224 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.950, mIoU: 0.764
2023-08-01 14:57:22,326 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.951, mIoU: 0.764
2023-08-01 14:57:22,429 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.951, mIoU: 0.764
2023-08-01 14:57:22,532 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.951, mIoU: 0.763
2023-08-01 14:57:22,634 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-01 14:57:22,740 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-01 14:57:22,843 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-01 14:57:22,946 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-01 14:57:23,050 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-01 14:57:23,152 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-01 14:57:23,254 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.951, mIoU: 0.762
2023-08-01 14:57:23,357 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.951, mIoU: 0.763
2023-08-01 14:57:23,459 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.951, mIoU: 0.764
2023-08-01 14:57:23,562 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.951, mIoU: 0.764
2023-08-01 14:57:23,664 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.951, mIoU: 0.764
2023-08-01 14:57:23,768 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.950, mIoU: 0.762
2023-08-01 14:57:23,869 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.948, mIoU: 0.757
2023-08-01 14:57:23,972 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.948, mIoU: 0.757
2023-08-01 14:57:24,076 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.948, mIoU: 0.758
2023-08-01 14:57:24,179 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.948, mIoU: 0.757
2023-08-01 14:57:24,282 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.948, mIoU: 0.757
2023-08-01 14:57:24,385 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.948, mIoU: 0.757
2023-08-01 14:57:24,489 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.948, mIoU: 0.757
2023-08-01 14:57:24,592 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.948, mIoU: 0.769
2023-08-01 14:57:24,696 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.948, mIoU: 0.768
2023-08-01 14:57:24,801 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.949, mIoU: 0.769
2023-08-01 14:57:24,903 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.949, mIoU: 0.769
2023-08-01 14:57:25,004 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.949, mIoU: 0.769
2023-08-01 14:57:25,108 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.949, mIoU: 0.770
2023-08-01 14:57:25,211 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.949, mIoU: 0.769
2023-08-01 14:57:25,313 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.948, mIoU: 0.768
2023-08-01 14:57:25,416 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.948, mIoU: 0.768
2023-08-01 14:57:25,518 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.947, mIoU: 0.768
2023-08-01 14:57:25,622 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.946, mIoU: 0.765
2023-08-01 14:57:25,725 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.946, mIoU: 0.764
2023-08-01 14:57:25,828 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.946, mIoU: 0.764
2023-08-01 14:57:25,933 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.947, mIoU: 0.764
2023-08-01 14:57:26,037 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.947, mIoU: 0.764
2023-08-01 14:57:26,140 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.947, mIoU: 0.764
2023-08-01 14:57:26,243 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.947, mIoU: 0.765
2023-08-01 14:57:26,347 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.947, mIoU: 0.765
2023-08-01 14:57:26,450 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.947, mIoU: 0.766
2023-08-01 14:57:26,555 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.947, mIoU: 0.766
2023-08-01 14:57:26,657 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.947, mIoU: 0.765
2023-08-01 14:57:26,762 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.947, mIoU: 0.765
2023-08-01 14:57:26,865 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.947, mIoU: 0.764
2023-08-01 14:57:26,968 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.947, mIoU: 0.764
2023-08-01 14:57:27,074 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.947, mIoU: 0.764
2023-08-01 14:57:27,177 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.947, mIoU: 0.762
2023-08-01 14:57:27,282 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.947, mIoU: 0.762
2023-08-01 14:57:27,387 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.947, mIoU: 0.763
2023-08-01 14:57:27,493 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.947, mIoU: 0.762
2023-08-01 14:57:27,596 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.947, mIoU: 0.762
2023-08-01 14:57:27,699 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.947, mIoU: 0.761
2023-08-01 14:57:27,803 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.947, mIoU: 0.761
2023-08-01 14:57:27,909 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.947, mIoU: 0.763
2023-08-01 14:57:28,013 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.947, mIoU: 0.763
2023-08-01 14:57:28,121 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.947, mIoU: 0.766
2023-08-01 14:57:28,224 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.947, mIoU: 0.767
2023-08-01 14:57:28,327 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.948, mIoU: 0.768
2023-08-01 14:57:28,431 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.947, mIoU: 0.767
2023-08-01 14:57:28,534 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.948, mIoU: 0.767
2023-08-01 14:57:28,637 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.948, mIoU: 0.767
2023-08-01 14:57:28,740 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.948, mIoU: 0.767
2023-08-01 14:57:28,844 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.948, mIoU: 0.766
2023-08-01 14:57:28,948 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.948, mIoU: 0.766
2023-08-01 14:57:29,051 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.948, mIoU: 0.764
2023-08-01 14:57:29,156 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.949, mIoU: 0.764
2023-08-01 14:57:29,259 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.949, mIoU: 0.764
2023-08-01 14:57:29,363 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.948, mIoU: 0.762
2023-08-01 14:57:29,465 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-01 14:57:29,568 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.949, mIoU: 0.764
2023-08-01 14:57:29,671 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.948, mIoU: 0.764
2023-08-01 14:57:29,774 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.948, mIoU: 0.764
2023-08-01 14:57:29,877 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-01 14:57:29,982 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-01 14:57:30,086 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-01 14:57:30,192 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.949, mIoU: 0.764
2023-08-01 14:57:30,295 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.949, mIoU: 0.764
2023-08-01 14:57:30,398 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-01 14:57:30,502 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-01 14:57:30,605 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.948, mIoU: 0.762
2023-08-01 14:57:30,709 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-01 14:57:30,812 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.949, mIoU: 0.763
2023-08-01 14:57:30,917 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-01 14:57:31,021 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.948, mIoU: 0.763
2023-08-01 14:57:31,127 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.949, mIoU: 0.764
2023-08-01 14:57:31,231 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.949, mIoU: 0.764
2023-08-01 14:57:31,334 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.949, mIoU: 0.764
2023-08-01 14:57:31,437 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.949, mIoU: 0.764
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2023-08-01 14:57:52,071 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.951, mIoU: 0.751
2023-08-01 14:57:52,174 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 14:57:52,277 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 14:57:52,382 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 14:57:52,491 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 14:57:52,594 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 14:57:52,697 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.951, mIoU: 0.752
2023-08-01 14:57:52,802 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.952, mIoU: 0.752
2023-08-01 14:57:52,907 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.952, mIoU: 0.752
2023-08-01 14:57:53,010 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 14:57:53,113 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.952, mIoU: 0.752
2023-08-01 14:57:53,217 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 14:57:53,321 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 14:57:53,426 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 14:57:53,532 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 14:57:53,637 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 14:57:53,743 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 14:57:53,851 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 14:57:53,954 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 14:57:54,058 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 14:57:54,164 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.952, mIoU: 0.753
2023-08-01 14:57:54,270 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 14:57:54,375 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 14:57:54,481 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 14:57:54,586 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 14:57:54,691 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 14:57:54,797 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.952, mIoU: 0.754
2023-08-01 14:57:54,902 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.953, mIoU: 0.754
2023-08-01 14:57:55,007 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 14:57:55,112 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 14:57:55,217 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 14:57:55,322 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 14:57:55,427 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.953, mIoU: 0.755
2023-08-01 14:57:55,533 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 14:57:55,639 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 14:57:55,743 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 14:57:55,850 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 14:57:55,954 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 14:57:56,057 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 14:57:56,161 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 14:57:56,266 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 14:57:56,371 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 14:57:56,476 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 14:57:56,581 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 14:57:56,685 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.953, mIoU: 0.756
2023-08-01 14:57:56,788 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 14:57:56,893 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 14:57:56,996 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.954, mIoU: 0.756
2023-08-01 14:57:57,099 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 14:57:57,205 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 14:57:57,309 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 14:57:57,412 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 14:57:57,518 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 14:57:57,624 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 14:57:57,729 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 14:57:57,833 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 14:57:57,938 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 14:57:58,041 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 14:57:58,145 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 14:57:58,248 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 14:57:58,354 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.954, mIoU: 0.757
2023-08-01 14:57:58,460 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-01 14:57:58,566 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-01 14:57:58,668 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-01 14:57:58,772 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-01 14:57:58,877 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-01 14:57:58,983 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-01 14:57:59,086 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.954, mIoU: 0.758
2023-08-01 14:57:59,192 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 14:57:59,295 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 14:57:59,399 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 14:57:59,504 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 14:57:59,610 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 14:57:59,714 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 14:57:59,819 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 14:57:59,923 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 14:58:00,028 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 14:58:00,133 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 14:58:00,238 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 14:58:00,342 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 14:58:00,448 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 14:58:00,552 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 14:58:00,656 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 14:58:00,761 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 14:58:00,865 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 14:58:00,971 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 14:58:01,075 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 14:58:01,180 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 14:58:01,286 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 14:58:01,389 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 14:58:01,493 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.955, mIoU: 0.758
2023-08-01 14:58:01,598 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 14:58:01,702 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 14:58:01,805 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 14:58:01,910 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 14:58:02,015 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-01 14:58:02,121 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-01 14:58:02,223 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.956, mIoU: 0.758
2023-08-01 14:58:02,328 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 14:58:02,433 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 14:58:02,538 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 14:58:02,645 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 14:58:02,750 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.956, mIoU: 0.759
2023-08-01 14:58:02,850 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 14:58:02,958 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 14:58:03,064 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 14:58:03,168 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 14:58:03,271 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 14:58:03,377 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 14:58:03,483 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 14:58:03,588 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 14:58:03,694 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 14:58:03,797 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 14:58:03,902 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 14:58:04,006 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 14:58:04,110 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 14:58:04,214 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 14:58:04,319 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 14:58:04,422 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 14:58:04,526 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 14:58:04,630 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 14:58:04,734 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 14:58:04,839 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 14:58:04,942 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 14:58:05,048 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 14:58:05,152 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 14:58:05,259 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 14:58:05,364 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 14:58:05,467 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.956, mIoU: 0.760
2023-08-01 14:58:05,569 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 14:58:05,673 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 14:58:05,777 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 14:58:05,880 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 14:58:05,983 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 14:58:06,086 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 14:58:06,189 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-01 14:58:06,292 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.957, mIoU: 0.761
2023-08-01 14:58:06,395 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.956, mIoU: 0.761
2023-08-01 14:58:06,499 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-01 14:58:06,602 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-01 14:58:06,708 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-01 14:58:06,811 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-01 14:58:06,914 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-01 14:58:07,016 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.957, mIoU: 0.762
2023-08-01 14:58:37,715 semantic_segmentation INFO: Iters: 130410/150000 || Lr: 0.003202 || Task Loss: 0.1828 || KD Loss: 0.0313|| 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: 5 days, 1:15:44 || Estimated Time: 18:12:56
2023-08-01 14:59:08,123 semantic_segmentation INFO: Iters: 130420/150000 || Lr: 0.003200 || Task Loss: 0.1819 || KD Loss: 0.0278|| 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: 5 days, 1:16:14 || Estimated Time: 18:12:22
2023-08-01 14:59:38,515 semantic_segmentation INFO: Iters: 130430/150000 || Lr: 0.003199 || Task Loss: 0.1983 || KD Loss: 0.0407|| 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: 5 days, 1:16:45 || Estimated Time: 18:11:49
2023-08-01 15:00:09,170 semantic_segmentation INFO: Iters: 130440/150000 || Lr: 0.003197 || Task Loss: 0.1285 || KD Loss: 0.0209|| 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: 5 days, 1:17:16 || Estimated Time: 18:11:15
2023-08-01 15:00:39,919 semantic_segmentation INFO: Iters: 130450/150000 || Lr: 0.003196 || Task Loss: 0.2162 || KD Loss: 0.0357|| 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: 5 days, 1:17:46 || Estimated Time: 18:10:41
2023-08-01 15:01:10,984 semantic_segmentation INFO: Iters: 130460/150000 || Lr: 0.003194 || Task Loss: 0.1313 || KD Loss: 0.0291|| 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: 5 days, 1:18:17 || Estimated Time: 18:10:07
2023-08-01 15:01:42,136 semantic_segmentation INFO: Iters: 130470/150000 || Lr: 0.003193 || Task Loss: 0.1403 || KD Loss: 0.0274|| 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: 5 days, 1:18:48 || Estimated Time: 18:09:33
2023-08-01 15:02:13,508 semantic_segmentation INFO: Iters: 130480/150000 || Lr: 0.003192 || Task Loss: 0.1944 || KD Loss: 0.0414|| 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: 5 days, 1:19:20 || Estimated Time: 18:08:59
2023-08-01 15:02:45,162 semantic_segmentation INFO: Iters: 130490/150000 || Lr: 0.003190 || Task Loss: 0.1809 || KD Loss: 0.0293|| 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: 5 days, 1:19:52 || Estimated Time: 18:08:26
2023-08-01 15:03:17,033 semantic_segmentation INFO: Iters: 130500/150000 || Lr: 0.003189 || Task Loss: 0.1472 || KD Loss: 0.0307|| 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: 5 days, 1:20:23 || Estimated Time: 18:07:52
2023-08-01 15:03:49,204 semantic_segmentation INFO: Iters: 130510/150000 || Lr: 0.003187 || Task Loss: 0.1718 || KD Loss: 0.0371|| 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: 5 days, 1:20:56 || Estimated Time: 18:07:18
2023-08-01 15:04:21,587 semantic_segmentation INFO: Iters: 130520/150000 || Lr: 0.003186 || Task Loss: 0.1995 || KD Loss: 0.0422|| 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: 5 days, 1:21:28 || Estimated Time: 18:06:45
2023-08-01 15:04:53,808 semantic_segmentation INFO: Iters: 130530/150000 || Lr: 0.003184 || Task Loss: 0.1942 || KD Loss: 0.0371|| 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: 5 days, 1:22:00 || Estimated Time: 18:06:11
2023-08-01 15:05:25,768 semantic_segmentation INFO: Iters: 130540/150000 || Lr: 0.003183 || Task Loss: 0.1922 || KD Loss: 0.0364|| 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: 5 days, 1:22:32 || Estimated Time: 18:05:37
2023-08-01 15:05:57,470 semantic_segmentation INFO: Iters: 130550/150000 || Lr: 0.003181 || Task Loss: 0.1615 || KD Loss: 0.0483|| 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: 5 days, 1:23:04 || Estimated Time: 18:05:03
2023-08-01 15:06:28,748 semantic_segmentation INFO: Iters: 130560/150000 || Lr: 0.003180 || Task Loss: 0.1631 || KD Loss: 0.0283|| 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: 5 days, 1:23:35 || Estimated Time: 18:04:30
2023-08-01 15:06:59,837 semantic_segmentation INFO: Iters: 130570/150000 || Lr: 0.003178 || Task Loss: 0.1651 || KD Loss: 0.0505|| 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: 5 days, 1:24:06 || Estimated Time: 18:03:56
2023-08-01 15:07:30,697 semantic_segmentation INFO: Iters: 130580/150000 || Lr: 0.003177 || Task Loss: 0.1502 || KD Loss: 0.0502|| 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: 5 days, 1:24:37 || Estimated Time: 18:03:22
2023-08-01 15:08:01,487 semantic_segmentation INFO: Iters: 130590/150000 || Lr: 0.003175 || Task Loss: 0.2736 || KD Loss: 0.0600|| 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: 5 days, 1:25:08 || Estimated Time: 18:02:48
2023-08-01 15:08:32,126 semantic_segmentation INFO: Iters: 130600/150000 || Lr: 0.003174 || Task Loss: 0.1681 || KD Loss: 0.0454|| 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: 5 days, 1:25:38 || Estimated Time: 18:02:14
2023-08-01 15:09:02,694 semantic_segmentation INFO: Iters: 130610/150000 || Lr: 0.003172 || Task Loss: 0.1488 || KD Loss: 0.0296|| 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: 5 days, 1:26:09 || Estimated Time: 18:01:40
2023-08-01 15:09:33,289 semantic_segmentation INFO: Iters: 130620/150000 || Lr: 0.003171 || Task Loss: 0.1300 || KD Loss: 0.0282|| 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: 5 days, 1:26:40 || Estimated Time: 18:01:06
2023-08-01 15:10:03,836 semantic_segmentation INFO: Iters: 130630/150000 || Lr: 0.003169 || Task Loss: 0.1514 || KD Loss: 0.0330|| 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: 5 days, 1:27:10 || Estimated Time: 18:00:33
2023-08-01 15:10:34,372 semantic_segmentation INFO: Iters: 130640/150000 || Lr: 0.003168 || Task Loss: 0.1901 || KD Loss: 0.0412|| 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: 5 days, 1:27:41 || Estimated Time: 17:59:59
2023-08-01 15:11:04,881 semantic_segmentation INFO: Iters: 130650/150000 || Lr: 0.003167 || Task Loss: 0.1507 || KD Loss: 0.0285|| 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: 5 days, 1:28:11 || Estimated Time: 17:59:25
2023-08-01 15:11:35,374 semantic_segmentation INFO: Iters: 130660/150000 || Lr: 0.003165 || Task Loss: 0.0986 || KD Loss: 0.0224|| 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: 5 days, 1:28:42 || Estimated Time: 17:58:51
2023-08-01 15:12:05,862 semantic_segmentation INFO: Iters: 130670/150000 || Lr: 0.003164 || Task Loss: 0.1881 || KD Loss: 0.0277|| 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: 5 days, 1:29:12 || Estimated Time: 17:58:17
2023-08-01 15:12:36,289 semantic_segmentation INFO: Iters: 130680/150000 || Lr: 0.003162 || Task Loss: 0.1409 || KD Loss: 0.0361|| 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: 5 days, 1:29:43 || Estimated Time: 17:57:43
2023-08-01 15:13:06,742 semantic_segmentation INFO: Iters: 130690/150000 || Lr: 0.003161 || Task Loss: 0.1623 || KD Loss: 0.0354|| 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: 5 days, 1:30:13 || Estimated Time: 17:57:09
2023-08-01 15:13:37,203 semantic_segmentation INFO: Iters: 130700/150000 || Lr: 0.003159 || Task Loss: 0.1403 || KD Loss: 0.0532|| 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: 5 days, 1:30:44 || Estimated Time: 17:56:35
2023-08-01 15:14:07,645 semantic_segmentation INFO: Iters: 130710/150000 || Lr: 0.003158 || Task Loss: 0.1454 || KD Loss: 0.0309|| 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: 5 days, 1:31:14 || Estimated Time: 17:56:01
2023-08-01 15:14:38,065 semantic_segmentation INFO: Iters: 130720/150000 || Lr: 0.003156 || Task Loss: 0.2081 || KD Loss: 0.0465|| 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: 5 days, 1:31:44 || Estimated Time: 17:55:27
2023-08-01 15:15:08,465 semantic_segmentation INFO: Iters: 130730/150000 || Lr: 0.003155 || Task Loss: 0.1664 || KD Loss: 0.0646|| 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: 5 days, 1:32:15 || Estimated Time: 17:54:53
2023-08-01 15:15:38,843 semantic_segmentation INFO: Iters: 130740/150000 || Lr: 0.003153 || Task Loss: 0.1720 || KD Loss: 0.0316|| 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: 5 days, 1:32:45 || Estimated Time: 17:54:19
2023-08-01 15:16:09,240 semantic_segmentation INFO: Iters: 130750/150000 || Lr: 0.003152 || Task Loss: 0.1336 || KD Loss: 0.0266|| 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: 5 days, 1:33:16 || Estimated Time: 17:53:46
2023-08-01 15:16:39,670 semantic_segmentation INFO: Iters: 130760/150000 || Lr: 0.003150 || Task Loss: 0.3353 || KD Loss: 0.1583|| 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 days, 1:33:46 || Estimated Time: 17:53:12
2023-08-01 15:17:10,055 semantic_segmentation INFO: Iters: 130770/150000 || Lr: 0.003149 || Task Loss: 0.1701 || KD Loss: 0.0417|| 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: 5 days, 1:34:16 || Estimated Time: 17:52:38
2023-08-01 15:17:40,476 semantic_segmentation INFO: Iters: 130780/150000 || Lr: 0.003147 || Task Loss: 0.1478 || KD Loss: 0.0393|| 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: 5 days, 1:34:47 || Estimated Time: 17:52:04
2023-08-01 15:18:10,910 semantic_segmentation INFO: Iters: 130790/150000 || Lr: 0.003146 || Task Loss: 0.2102 || KD Loss: 0.0532|| 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: 5 days, 1:35:17 || Estimated Time: 17:51:30
2023-08-01 15:18:41,490 semantic_segmentation INFO: Iters: 130800/150000 || Lr: 0.003144 || Task Loss: 0.1469 || KD Loss: 0.0339|| 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: 5 days, 1:35:48 || Estimated Time: 17:50:56
2023-08-01 15:19:12,151 semantic_segmentation INFO: Iters: 130810/150000 || Lr: 0.003143 || Task Loss: 0.1379 || KD Loss: 0.0257|| 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: 5 days, 1:36:19 || Estimated Time: 17:50:22
2023-08-01 15:19:42,697 semantic_segmentation INFO: Iters: 130820/150000 || Lr: 0.003141 || Task Loss: 0.1437 || KD Loss: 0.0282|| 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: 5 days, 1:36:49 || Estimated Time: 17:49:48
2023-08-01 15:20:13,330 semantic_segmentation INFO: Iters: 130830/150000 || Lr: 0.003140 || Task Loss: 0.1519 || KD Loss: 0.0262|| 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: 5 days, 1:37:20 || Estimated Time: 17:49:14
2023-08-01 15:20:44,057 semantic_segmentation INFO: Iters: 130840/150000 || Lr: 0.003139 || Task Loss: 0.1550 || KD Loss: 0.0277|| 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: 5 days, 1:37:50 || Estimated Time: 17:48:40
2023-08-01 15:21:14,590 semantic_segmentation INFO: Iters: 130850/150000 || Lr: 0.003137 || Task Loss: 0.1471 || KD Loss: 0.0280|| 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: 5 days, 1:38:21 || Estimated Time: 17:48:07
2023-08-01 15:21:45,339 semantic_segmentation INFO: Iters: 130860/150000 || Lr: 0.003136 || Task Loss: 0.2062 || KD Loss: 0.0392|| 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: 5 days, 1:38:52 || Estimated Time: 17:47:33
2023-08-01 15:22:16,004 semantic_segmentation INFO: Iters: 130870/150000 || Lr: 0.003134 || Task Loss: 0.1401 || KD Loss: 0.0283|| 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: 5 days, 1:39:22 || Estimated Time: 17:46:59
2023-08-01 15:22:46,888 semantic_segmentation INFO: Iters: 130880/150000 || Lr: 0.003133 || Task Loss: 0.1801 || KD Loss: 0.0401|| 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: 5 days, 1:39:53 || Estimated Time: 17:46:25
2023-08-01 15:23:17,233 semantic_segmentation INFO: Iters: 130890/150000 || Lr: 0.003131 || Task Loss: 0.1383 || KD Loss: 0.0349|| 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: 5 days, 1:40:24 || Estimated Time: 17:45:51
2023-08-01 15:23:47,616 semantic_segmentation INFO: Iters: 130900/150000 || Lr: 0.003130 || Task Loss: 0.1693 || KD Loss: 0.0250|| 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: 5 days, 1:40:54 || Estimated Time: 17:45:17
2023-08-01 15:24:18,139 semantic_segmentation INFO: Iters: 130910/150000 || Lr: 0.003128 || Task Loss: 0.1453 || KD Loss: 0.0620|| 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: 5 days, 1:41:24 || Estimated Time: 17:44:43
2023-08-01 15:24:48,772 semantic_segmentation INFO: Iters: 130920/150000 || Lr: 0.003127 || Task Loss: 0.1651 || KD Loss: 0.0438|| 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: 5 days, 1:41:55 || Estimated Time: 17:44:09
2023-08-01 15:25:19,210 semantic_segmentation INFO: Iters: 130930/150000 || Lr: 0.003125 || Task Loss: 0.2248 || KD Loss: 0.0679|| 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: 5 days, 1:42:26 || Estimated Time: 17:43:35
2023-08-01 15:25:49,950 semantic_segmentation INFO: Iters: 130940/150000 || Lr: 0.003124 || Task Loss: 0.1398 || KD Loss: 0.0260|| 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: 5 days, 1:42:56 || Estimated Time: 17:43:02
2023-08-01 15:26:20,567 semantic_segmentation INFO: Iters: 130950/150000 || Lr: 0.003122 || Task Loss: 0.1860 || KD Loss: 0.0334|| 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: 5 days, 1:43:27 || Estimated Time: 17:42:28
2023-08-01 15:26:51,036 semantic_segmentation INFO: Iters: 130960/150000 || Lr: 0.003121 || Task Loss: 0.1596 || KD Loss: 0.0269|| 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: 5 days, 1:43:57 || Estimated Time: 17:41:54
2023-08-01 15:27:21,526 semantic_segmentation INFO: Iters: 130970/150000 || Lr: 0.003119 || Task Loss: 0.1264 || KD Loss: 0.0430|| 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: 5 days, 1:44:28 || Estimated Time: 17:41:20
2023-08-01 15:27:52,086 semantic_segmentation INFO: Iters: 130980/150000 || Lr: 0.003118 || Task Loss: 0.1587 || KD Loss: 0.0397|| 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: 5 days, 1:44:58 || Estimated Time: 17:40:46
2023-08-01 15:28:22,696 semantic_segmentation INFO: Iters: 130990/150000 || Lr: 0.003116 || Task Loss: 0.1862 || KD Loss: 0.0389|| 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: 5 days, 1:45:29 || Estimated Time: 17:40:12
2023-08-01 15:28:53,464 semantic_segmentation INFO: Iters: 131000/150000 || Lr: 0.003115 || Task Loss: 0.1958 || KD Loss: 0.0343|| 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: 5 days, 1:46:00 || Estimated Time: 17:39:38
2023-08-01 15:29:24,117 semantic_segmentation INFO: Iters: 131010/150000 || Lr: 0.003113 || Task Loss: 0.1215 || KD Loss: 0.0501|| 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: 5 days, 1:46:30 || Estimated Time: 17:39:04
2023-08-01 15:29:55,486 semantic_segmentation INFO: Iters: 131020/150000 || Lr: 0.003112 || Task Loss: 0.1117 || KD Loss: 0.0380|| 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: 5 days, 1:47:02 || Estimated Time: 17:38:31
2023-08-01 15:30:26,654 semantic_segmentation INFO: Iters: 131030/150000 || Lr: 0.003110 || Task Loss: 0.1742 || KD Loss: 0.0393|| 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: 5 days, 1:47:33 || Estimated Time: 17:37:57
2023-08-01 15:30:58,062 semantic_segmentation INFO: Iters: 131040/150000 || Lr: 0.003109 || Task Loss: 0.1821 || KD Loss: 0.0455|| 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: 5 days, 1:48:04 || Estimated Time: 17:37:23
2023-08-01 15:31:29,558 semantic_segmentation INFO: Iters: 131050/150000 || Lr: 0.003108 || Task Loss: 0.1244 || KD Loss: 0.0309|| 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: 5 days, 1:48:36 || Estimated Time: 17:36:49
2023-08-01 15:32:01,696 semantic_segmentation INFO: Iters: 131060/150000 || Lr: 0.003106 || Task Loss: 0.1781 || KD Loss: 0.0430|| 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: 5 days, 1:49:08 || Estimated Time: 17:36:16
